Programming in Tunisia
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<b>Position:</b>Technical Lead (Silicon Validation)<br><br><b>Job Description:</b><p><b>Experience:</b> 10-15 Years </p><br><br><p><br><b><u>What You'll Be Doing</u></b></p><br><br><p>Principal Accountabilities:</p><br><br><br><ul><li>Lead pre & post-silicon functional validation activities for complex SoCs, MCUs, and ASICs.</li><li>Drive board bring-up covering power, reset, clock, straps, fuses, hardware initialization, and JTAG debug.</li><li>Develop and execute validation plans, test cases, and debug strategies for functional and system-level validation.</li><li>Lead hardware debug and failure analysis by performing root cause investigations of boot failures, system hangs, data corruption, memory access issues, and intermittent hardware failures.</li><li>Validate and debug interfaces such as PCIe, Ethernet, CAN/CAN FD, LIN, FlexRay, UART, I2C, and SPI.</li><li>Perform Lab Validation & debugging using oscilloscopes, logic analyzers, protocol analyzers, bus sniffers, and JTAG.</li><li>Validate SRAM/Flash and debug memory initialization, access, and data integrity issues.</li><li>Read schematics and perform pin-level signal tracing to isolate hardware issues.</li><li>Work with RTL/design, firmware, architecture, and system teams to identify root causes and drive issues to closure.</li><li>Lead technical debug activities and mentor validation engineers.</li></ul><br><p>Job Complexity:</p><br><br><ul><li>Leads technical execution of silicon validation and hardware debug activities.</li><li>Provides technical guidance on silicon bring-up, validation, failure analysis, and debug methodologies.</li><li>Review validation plans, test methodologies, and debug approaches.</li><li>Coordinates with cross-functional teams to resolve complex silicon and system-level issues.</li><li>Drive issue tracking, validation metrics, and closure activities.</li><li>Mentor junior engineers on silicon debug and validation best practices.<br> </li></ul><p><b><u>What Are We Looking For</u></b></p><br><br><ul><li>10-15 years of strong hands-on expertise in silicon bring-up, board-level debugging, protocol validation, hardware failure analysis, and lab-based validation on real silicon platforms.</li><li>Strong experience with SoC, MCU, or ASIC bring-up and functional validation.</li><li>Hands-on experience with power, reset, clocking, straps, configuration errors.</li><li>Experience debugging PCIe, Ethernet, CAN/CAN FD, LIN, FlexRay, UART, I2C, or SPI interfaces.</li><li>Strong understanding of SRAM/Flash, register-level configuration, signal integrity, and hardware failure analysis.</li><li>Proficiency with oscilloscopes, logic analyzers, protocol analyzers, and other hardware debug equipment.</li><li>Ability to read schematics and perform pin-level signal tracing.</li><li>Strong root-cause analysis and problem-solving skills.</li><li>Experience leading technical debug activities and mentoring engineers.</li></ul><br><br><p><b><u>Education</u></b></p><br><br><ul><li>B.E./B.Tech/M.E./M.Tech in Electronics, Electrical Engineering, Embedded Systems, Computer Engineering, or related field.</li></ul><br><br><b>Location:</b>IN-TG-Hyderabad, India-Gowra Palladium (eInfochips)<br><br><b>Time Type:</b>Full time<br><b>Job Category:</b>Engineering Services<br> </div>
<p>JOB DESCRIPTION: About Abbott Abbott is a global healthcare leader, creating breakthrough science to improve people s health. We re always looking towards the future, anticipating changes in medical science and technology. Working at Abbott At Abbott, you can do work that matters, grow, and learn, care for yourself and family, be your true self and live a full life. You will have access to: Career development with an international company where you can grow the career you dream of. A company recognized as a great place to work in dozens of countries around the world and named one of the most admired companies in the world by Fortune. A company that is recognized as one of the best big companies to work for as well as a best place to work for diversity, working mothers, female executives, and scientists. The Opportunity This position works at Tunusia location in the Established Pharmaceuticals Division that we are committed to bringing the benefits of our trusted medicines to more people in the world s fastest-growing countries. Our broad portfolio of high-quality and differentiated branded generic medicines reaches across multiple therapeutic areas including gastroenterology, women's health, cardiometabolic, pain management/central nervous system, and respiratory. What You'll Do The Affiliate Safety Representative (ASR) in French Africa Cluster (FAC) and ASR back-up during absence of the main ASR in English Africa Cluster (EAC) Affiliate ensures that all activities related to pharmacovigilance (PV) for both Abbott EPD investigational and registered medicinal products are performed at Affiliate level in accordance with internal Abbott policies and procedures as well as with local regulatory requirements. The ASR further is the primary pharmacovigilance interface of Abbott EPD with local health authorities and represents pharmacovigilance internally within the Affiliate organization. Core Job Responsibilities: Acts as a local QPPV on a 24/7/365 basis in FAC Affiliate. Maintenance of the Affiliate PV System Country Chapter and additional local PV procedures, forms, and templates PV business continuity planning and notification of any business interruptions that pose a threat locally or globally to pharmacovigilance processes or endanger regulatory compliance Receipt, recording, and reconciliation of safety information Safety surveillance including literature and health authority website screening and preparation of local periodic safety reports and Risk Management Plans Regulatory submission of safety information Basic PV training of local EPD staff PV record retention and archiving Implementation of out-of-office coverage for receiving and recording safety-relevant information Maintenance of local PV product list Ensure PV matters in local interventional studies and local non-interventional organized data collection schemes Negotiation and implementation of local commercial pharmacovigilance agreements and local pharmacovigilance service agreements Due Diligence for product acquisition or in-licensing negotiated by an Affiliate organization Provision of local PV Compliance metrics and management of non-compliances Coordination/management of PV audits and inspections at the Affiliate leve Ensure vigilance compliant to local legislation for Abbott EPD products beyond medicinal products such as medical devices and food supplements The role takes responsibility for implementation and maintenance of a functional and compliant local PV system: Implementation of local legislative and Abbott internal requirements in FAC Affiliates Local PV interface to Health Authorities PV point of contact for Affiliate non-PV functions and GPV headquarter Works in collaboration with local non-PV stakeholders to maintain a timely and complete exchange of PV-relevant information Supports the Manager PV Regional or GPV headquarter for specific global projects, as assigned Deputizes for Manager PV Regional during absence In additional as an ASR BU role takes responsibility for maintaining a functional and compliant PV system in EAC Affiliate. </p><p><strong>Desired Candidate Profile</strong></p><p>Ideally graduate with a Life Sciences or Pharmacy degree or equivalent qualification PV experience in pharmaceutical company is preferred Understanding of local PV regulation Ability to give attention to the detail Computer literacy (Windows, MS Office) Good English language skills Good communication skills with internal and external stakeholders</p>
<p><strong>What This Role Is (and Isn't)</strong> <br>This role centres on predictive and decisioning ML: ranking, matching, forecasting, pricing, risk and personalisation. Experience building LLM or agentic features is welcome, but it is not a substitute for the fundamentals below. If your ML product experience is primarily integrating third-party models or APIs into user-facing features, this role is likely not the right fit. Responsibilities </p><ul> <li> <strong>Data-led discovery:</strong> Identify and size ML opportunities by going into the data yourself. Diagnose where the marketplace is losing value (supply-demand imbalance, cancellations, ETA error, fraud losses, default rates) and translate it into a prioritised, quantified problem backlog.</li> <li> <strong>Problem framing:</strong> Turn business problems into well-posed ML problems: define the prediction target, the decision it informs, the unit of analysis, label availability and quality, and the cost of different error types. Know when a problem does not need ML and a rule or heuristic will do.</li> <li> <strong>Metrics and success criteria:</strong> Define the chain from model metrics (e.g. precision/recall, calibration, MAE) to product and business metrics, and own guardrail metrics. Understand why offline gains often fail to translate online, and plan for it.</li> <li> <strong>Experimentation and causal inference:</strong> Design and interpret controlled experiments, including in two-sided marketplace settings where interference makes standard A/B tests unreliable (switchback, geo or cluster-randomised designs). Reason about statistical power, novelty effects and heterogeneous impact across cities and segments. Distinguish correlation from causation, and know which quasi-experimental methods to use when randomisation isn't possible.</li> <li> <strong>ML product lifecycle:</strong> Own models from framing through data requirements, baseline, iteration, launch, monitoring and retirement. Partner with engineering on rollout strategy, model monitoring, drift detection, retraining cadence and failure modes. Treat a model in production as a product that degrades if unattended.</li> <li> <strong>Roadmap and trade-offs:</strong> Own the ML product roadmap across domains and countries. Make explicit trade-offs between accuracy, latency, cost, interpretability, fairness and regulatory requirements, especially in credit and financial services.</li> <li> <strong>Stakeholder alignment and visibility:</strong> Make the impact of ML work legible to non-technical leadership. Communicate results, including null and negative results, with rigour and clarity. Align product, operations, risk and marketing partners on shared objectives.</li> <li> <strong>Leadership and culture:</strong> Raise the bar on how the organisation makes decisions with data. Mentor peers, build a culture of feedback and trust, and invest in your own growth and that of those around you.</li> </ul><br><p></p><p><strong>Desired Candidate Profile</strong></p><ul> <li>4+ years of product management experience, including at least 2 years owning ML-driven products that run in production and influence core business decisions (e.g. pricing, matching, ranking, forecasting, fraud, credit risk, recommendations).</li> <li>Hands-on fluency with data: you can write SQL, explore data independently and challenge an analysis without waiting for someone else to run it.</li> <li>Demonstrated experience designing, running and interpreting controlled experiments, and a solid working understanding of causal inference.</li> <li>Strong understanding of core ML concepts: supervised learning, evaluation metrics and their trade-offs, overfitting and leakage, bias, calibration, and the relationship between offline and online performance.</li> <li>A track record of shipping ML products where you can clearly articulate the problem framing, the metrics chosen, the experiment design and the measured business impact, including what went wrong.</li> <li>Experience working with distributed or remote teams across multiple markets.</li> <li>Experience in marketplaces, mobility, on-demand delivery or fintech is a strong plus.</li> <li>BSc/MSc in Engineering, Computer Science, Statistics, Data Science or a related quantitative field.</li> </ul>
<p>-Ensures timely and qualitative transportation and supplying of materials to the specified delivery location (e.g. raw materials, semi-finished parts and finished goods)</p><p>- Ensures execution of the Kanban Process with Kanban cards and or scanning of materials and that stocking is respecting the FIFO-system</p><p>- Ensures that replenishment cycle of new orders is followed (e.g. return kanban cards / boxes / scanning etc) according to the work instruction</p><p>- Ensures removal of waste from the assembly lines at the end of the shift according the procedure</p><p>- Ensures transportation of clean, empty, dry containers, covers and pallets for harnesses' packing to the assembly lines</p><p>- Supports and conducts activities for the inventory stock take process</p><p>- Provides necessary authorized maintenance and charging of loaders battery if qualified to do so</p><p>- Supplies Applicators and Seal-Tracks to Cutting & WPA Area</p><p>- Transports applicators and seal-tracks from and to the working places in the Cutting & WPA Area and the Applicator Maintenance area according to valid work instructions</p><p>- Performs required LTPM maintenance in line with defined procedure and instructions</p><p>- Performs required "Ok to Start" procedure at start of shift</p><p><strong>Desired Candidate Profile</strong></p><p>Education Level : Min BAC</p><p>Language: English & French</p>
<p><font dir="auto" style="vertical-align: inherit;"><font dir="auto" style="vertical-align: inherit;">Lead a multidisciplinary team working closely with the field to achieve the operational objectives (S, Q, C, D, M, E) within their scope. Implement and report on the HK Master Plan guidelines throughout the year. Ensure a stable and constructive work environment. Manage activity and operational performance, guaranteeing the performance of their activity (S, Q, C, D, M, E) in line with the company's quality and budgetary policies. Ensure the smooth running of the PDP process and adherence to associated objectives. Maintain and promote operational management routines (briefings, QRQC, indicators, etc.). Ensure compliance with applicable rules, standards, and guidelines. Participate in internal, customer, and regulatory audits. Drive continuous improvement. Actively participate in the deployment of the Master Plan. Lead or contribute to improvement projects (5S, Lean, quality, etc.). Encourage and value improvement and innovation ideas from the field. Manage teams and develop skills. Supervise operators and support staff (quality, methods, supervision, etc.). Conduct annual reviews, recruitment, onboarding, evaluations, and training for your team. Ensure compliance with internal regulations and promote the group's values. Maintain a positive work environment and effective communication.</font></font></p><p><strong>Desired Candidate Profile</strong></p><p><font dir="auto" style="vertical-align: inherit;"><font dir="auto" style="vertical-align: inherit;">Minimum 5 years in an industrial environment and in managerial positions. Leadership Development. Strong interpersonal skills. Excellent communication skills. Bilingual.</font></font></p>
<p>Ensures timely and qualitative transportation and supplying of materials to the specified delivery location (e.g. raw materials, semi-finished parts and finished goods) - Ensures execution of the Kanban Process with Kanban cards and or scanning of materials and that stocking is respecting the FIFO-system - Ensures that replenishment cycle of new orders is followed (e.g. return kanban cards / boxes / scanning etc) according to the work instruction - Ensures removal of waste from the assembly lines at the end of the shift according the procedure - Ensures transportation of clean, empty, dry containers, covers and pallets for harnesses' packing to the assembly lines - Supports and conducts activities for the inventory stock take process - Provides necessary authorized maintenance and charging of loaders battery if qualified to do so - Supplies Applicators and Seal-Tracks to Cutting & WPA Area - Transports applicators and seal-tracks from and to the working places in the Cutting & WPA Area and the Applicator Maintenance area according to valid work instructions - Performs required LTPM maintenance in line with defined procedure and instructions - Performs required "Ok to Start" procedure at start of shift</p><p><strong>Desired Candidate Profile</strong></p><p>Education Level : Min BAC Language: English & French Communication Social & intercultural sensitivity Change management Target & result orientation Motivation & resilience Self-organization Conflict management Teamwork</p>
<p>FAO's Subregional Office for North Africa (SNE) is responsible for developing, promoting, overseeing and implementing agreed strategies for addressing subregional food, agriculture and rural development priorities. It develops and maintains relations with subregion-wide institutions including Regional Economic Integration Organizations (REIOs). The Subregional Office is a subsidiary of FAO's Regional Office for the Near East and North Africa (RNE). The post is located in the Subregional Office for North Africa (SNE) in Tunis, Tunisia.</p><p>The Fishery and Aquaculture Officer reports to the Subregional Coordinator, SNE and works in close collaboration with Fisheries and Aquaculture Division (NFI) in FAO headquarters and with the FAO Fisheries and Aquaculture Officer in the Regional Office for the Near East and North Africa (RNE).</p><p><strong>Technical Focus</strong></p><p>Sustainable Fisheries and Aquaculture.</p><p><strong>Key Results</strong></p><p>Comprehensive technical and policy expertise to support the planning, development and implementation of regional programmes, projects, products and services in accordance with regional objectives and the FAO Strategic Framework.</p><p><strong>Key Functions</strong></p><ul><li>Plans and leads components of multi-disciplinary teams, leads and/or participates in internals committees, project teams and working groups and/or provides specialized expertise on technical networks and/or international technical policy and standard setting bodies.</li><li>Develops technical, analytical, monitoring and reporting frameworks, and related methodologies, tools, systems and databases etc. to support the planning, implementation/delivery and monitoring of programmes of work, projects, products and/or services.</li><li>Designs and conducts research, data collection, validation, analysis and/or reporting activities to support the development of technical standards, international instruments, innovative approaches and strategies, new tools, technologies, technical reports/publications, and/or policy proposals as well as the provision of technical/policy/ specialist advice and expertise.</li><li>Responds to country requests for technical and policy assistance, provides technical advice, assistance and solutions to Decentralized Offices and provides technical backstopping to field projects.</li><li>Collaborates in, provides technical backstopping to and ensures the quality/effectiveness of capacity development and knowledge sharing activities within Member countries such as policy support, organizational development and individual learning events including preparation of related information, learning materials and on-line tools.</li><li>Promotes international cooperation/advocates best practices, supports increased policy dialogue and provides technical expertise at international/intergovernmental meetings.</li><li>Participates in resource mobilization activities in accordance with the FAO Strategic Framework.</li></ul><p><strong>Specific Functions</strong></p><ul><li>Monitors fisheries and aquaculture status and trends in countries and groups of countries in the subregion; studies and analyses their technical assistance needs identifying major problems of fisheries and aquaculture within marine and inland waters.</li><li>Provides policy and strategic advice on the main fisheries and aquaculture sector challenges in the subregion, more particularly regarding the prevalence of Illegal, Unregulated and Unreported (IUU) fisheries; the low domestic capture share from the countries Exclusive Economic Zone (EEZ); the unsustainable capture fisheries in inland water bodies, and the inadequate incentives and capacity for aquaculture development.</li><li>Provides technical advice to policies and national strategies produced by SNE Member countries aiming at the creation of employment particularly for youth and women; reducing impact of fisheries and aquaculture on natural resources; and promoting best management practices for food safety and human health.</li><li>Participates in missions relating to identification, formulation and implementation of programmes and projects.</li><li>Liaises with the Fisheries and Aquaculture Division (NFI) in identifying, planning and implementing programmes for the development and management of fisheries and aquaculture in the subregion.</li><li>Coordinates FAO's activities with those of other international organizations, institutions and private entities concerned with fisheries and aquaculture in the subregion.</li><li>Collaborates with Regional Fishery Bodies in the region, their subsidiary bodies and regional networks concerned with fisheries and aquaculture in the subregion, giving advice to their Secretariats on subregional issues of relevance to inland and marine fisheries and aquaculture.</li><li>Performs other related duties as required.</li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li>Advanced university degree (Master s degree or equivalent) in fisheries and/or aquaculture and/or aquatic sciences, development, governance or economics, or related fields with appropriate specialization in fisheries or aquaculture.</li><li>Seven years of relevant experience in building institutional capacities and developing and implementing national fishery policies and programmes on capture fisheries, including small-scale fisheries (inland and marine), aquaculture (freshwater and marine), fish processing and marketing.</li><li>Working knowledge (proficiency - level C) of French and intermediate knowledge (intermediate proficiency level B) of English.</li></ul><p><strong>Competencies</strong></p><ul><li>Results Focus</li><li>Teamwork</li><li>Communication</li><li>Building effective relationships</li><li>Knowledge Sharing and Continuous Improvement</li></ul><p><strong>Technical/Functional Skills</strong></p><ul><li>Work experience in more than one location or area of work, particularly in field positions and especially in developing countries.</li><li>Extent and relevance of experience or knowledge of sustainable Fisheries and Aquaculture sustainability and Development.</li><li>Extent and relevance of experience in policy development, governance systems, relevant public or private sector experience.</li><li>Extent and relevance of experience in building institutional capacities and organizational strengthening within the fisheries and aquaculture sectors in the Near East and North African region.</li><li>Extent and relevance of experience in the field of fisheries and aquaculture development and management, and/or fish utilization, safety and quality of aquatic products at national and international level.</li><li>Extent and relevance of experience in different countries and regions, especially in developing countries and countries in transition.</li><li>Ability to organize and coordinate meetings and training activities and to work successfully in multidisciplinary teams.</li><li>Demonstrated ability to mobilize resources and to deliver against deadlines.</li><li>Excellent oral and written communication skills (including ability to write concise reports).</li><li>Ability to mobilize resources.</li><li>Working knowledge (proficiency level C) of English is desirable.</li></ul>
<p>-Ensures timely and qualitative transportation and supplying of materials to the specified delivery location (e.g. raw materials, semi-finished parts and finished goods)</p><p>- Ensures execution of the Kanban Process with Kanban cards and or scanning of materials and that stocking is respecting the FIFO-system</p><p>- Ensures that replenishment cycle of new orders is followed (e.g. return kanban cards / boxes / scanning etc) according to the work instruction</p><p>- Ensures removal of waste from the assembly lines at the end of the shift according the procedure</p><p>- Ensures transportation of clean, empty, dry containers, covers and pallets for harnesses' packing to the assembly lines</p><p>- Supports and conducts activities for the inventory stock take process</p><p>- Provides necessary authorized maintenance and charging of loaders battery if qualified to do so</p><p>- Supplies Applicators and Seal-Tracks to Cutting & WPA Area</p><p>- Transports applicators and seal-tracks from and to the working places in the Cutting & WPA Area and the Applicator Maintenance area according to valid work instructions</p><p>- Performs required LTPM maintenance in line with defined procedure and instructions</p><p>- Performs required "Ok to Start" procedure at start of shift</p><p><strong>Desired Candidate Profile</strong></p><p>Education Level : Min BTP/ BAC</p><p>Experience: Minimum of 1 year in the automative industry</p><p>Communication</p><p>Social & intercultural sensitivity</p><p>Change management</p><p>Target & result orientation</p><p>Motivation & resilience</p><p>Self-organization</p><p>Conflict management</p><p>Teamwork</p>
<p>Ensures timely and qualitative transportation and supplying of materials to the specified delivery location (e.g. raw materials, semi-finished parts and finished goods) - Ensures execution of the Kanban Process with Kanban cards and or scanning of materials and that stocking is respecting the FIFO-system - Ensures that replenishment cycle of new orders is followed (e.g. return kanban cards / boxes / scanning etc) according to the work instruction - Ensures removal of waste from the assembly lines at the end of the shift according the procedure - Ensures transportation of clean, empty, dry containers, covers and pallets for harnesses' packing to the assembly lines - Supports and conducts activities for the inventory stock take process - Provides necessary authorized maintenance and charging of loaders battery if qualified to do so - Supplies Applicators and Seal-Tracks to Cutting & WPA Area - Transports applicators and seal-tracks from and to the working places in the Cutting & WPA Area and the Applicator Maintenance area according to valid work instructions - Performs required LTPM maintenance in line with defined procedure and instructions - Performs required "Ok to Start" procedure at start of shift</p><p><strong>Desired Candidate Profile</strong></p><p>Education Level : Min BTP/ BAC Experience: Minimum of 1 year in the automative industry Communication Social & intercultural sensitivity Change management Target & result orientation Motivation & resilience Self-organization Conflict management Teamwork</p>
<p>POSITION SUMMARY Prepare ingredients for cooking, including portioning, chopping, and storing food. Wash and peel fresh fruits and vegetables. Weigh, measure, and mix ingredients. Prepare and cook food according to recipes, quality standards, presentation standards, and food preparation checklist. Prepare cold foods. Operate ovens, stoves, grills, microwaves, and fryers. Test foods to determine if they have been cooked sufficiently. Monitor food quality while preparing food. Set-up and break down work station. Serve food in proper portions onto proper receptacles. Wash and disinfect kitchen area, tables, tools, knives, and equipment. Check and ensure the correctness of the temperature of appliances and food. Follow all company and safety and security policies and procedures; report maintenance needs, accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional; maintain confidentiality of proprietary information; protect company assets. Speak with others using clear and professional language. Develop and maintain positive working relationships with others; support team to reach common goals; listen and respond appropriately to the concerns of other employees. Ensure adherence to quality expectations and standards. Stand, sit, or walk for an extended period of time or for an entire work shift. Reach overhead and below the knees, including bending, twisting, pulling, and stooping. Move, lift, carry, push, pull, and place objects weighing less than or equal to 25 pounds without assistance. Perform other reasonable job duties as requested by Supervisors.</p><p><strong>Desired Candidate Profile</strong></p><p>Education: High school diploma or G.E.D. equivalent.<br>Related Work Experience: At least 1 year of related work experience.<br>Supervisory Experience: No supervisory experience.<br>License or Certification: None</p>
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Company Description<p><em>LEONI is a global leading provider of products, solutions and services for energy and data management in the automotive industry. With around 95,000 employees in 23 countries and consolidated sales of EUR 3.9 billion in 2025 (excluding the former Automotive Cable Solutions division), we are a leading supplier of complex wiring systems and customer‑specific cable harnesses.</em></p><br><p> <em>Since 2025, we have been part of the Luxshare Group, a global technology company headquartered in China. Together, we are shaping the future of mobility. Join us and help drive the transformation of the automotive world</em></p><br><br><br>Job Description<p>- Participates in all Project meetings, co-ordinates and drives the plant/country related allocated tasks (GW20 to GW70)<br></p><br><p>- Represents the interests of the Plant/country (be the voice), balances this with the interests of the Project and communicates relevant information to relevant stakeholders from Plant/Country <br></p><br><p>- Sets up the Launch team with regular team meetings in Plant/Country and ensure sufficient resource planning for the team <br></p><br><p>- Reports the status of the Work packages and deliverables to Project Manager using the project management software and prepares required documentation for milestone, gate reviews and project reports<br></p><br><p>- Raises and follows up on the release of PAMs including tracking of the available, needed and spent Capex<br></p><br><p>- Tracks and updates the Equipment planning together with the responsible team members in the Launch Team<br></p><br><p>- Plans and co-ordinates all activities required for the samples (A, B,C and D)<br></p><br><p>- Prepares an operational concept based on department concepts<br></p><br><p>- Leads the creation of the Detailed ramp up plan by considering the requirements from the Customer and the inputs from all the Project team members<br></p><br><p>- Plans and co-ordinates the Run@rate, reports on the findings and drives the implementation of corrective actions on time<br></p><br><p>- Monitors & reports on the Rampup and KPIs (plant related P&L lines, e.g. variable and fixed costs in the plant, quality performance, delivery performance) and drives the implementation of corrective actions<br></p><br><p>- Identifies risks and opportunities, defines and carries out measures to manage those in direct project environment.<br></p><br><p>- Collects and share the Lessons Learned with the Launch team and have reviews on a continuous basis <br></p><br><p>- Leads delegated project related responsibilities for activities prior to GW20 and after GW70<br></p><br><p>- Supports the central team in defining the new/update to the standard</p><br><br><br>Qualifications and Experience<p><strong>Education : </strong>University Degree</p><br><p><strong>Experience : </strong>Min 5 years in a relevant field</p><br><p><strong>Languages</strong><strong> :</strong>Frensh andEnglish</p><br><p><strong>Functional / Professional : </strong> - Project Coordination - Wiring Systems - Financial Reporting - Communications Management - Crisis Management - Project Management Tools - Relationship Management - Project Issues Management - Cost optimization - Change Management</p><br><p><strong>Method : </strong> - Planning - Escalation Procedures - Meeting Management - Presentation Skills - Project Management - Problem Solving Techniques - Confidentiality - Problem Solving Techniques</p><br><br> </div>
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<span></span><p><span>As a Colgate-Palmolive Packaging Engineer you will be supporting the North America pillar of Oral Care. You will be responsible for the development and implementation of innovative packaging solutions, working collaboratively with the Global and Marketing Divisions, Supply Chain, and Procurement teams. You will also have broad responsibilities in supporting our Manufacturing Operations to drive quality improvements, production efficiencies and cost savings projects. Additionally, you will play a critical role for the technical transfer of projects from Packaging to Operations.</span></p><br> <p><strong><span>Your Day to Day and the Future</span></strong></p><br>
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<p><span>Partner closely with North America (NA) Marketing and Design to bring innovative new products and packaging to the market, meeting brand and business requirements</span></p><br>
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<p><span>Coordinate and execute line trials to ensure package performance across all manufacturing sites, including on-site attendance of component and manufacturing startups (as needed)</span></p><br>
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<p><span>Analyze packaging quality issues, develop root-cause solutions, and drive the implementation of corrective and preventative actions</span></p><br>
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<p><span>Conduct vendor qualifications for new packaging materials, ensuring proper validation and manufacturing efficiency</span></p><br>
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<p><span>Manage the shipment of packaging component samples to cross-functional partners</span></p><br>
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<p><span>Develop packaging designs for new product launches. You will ensure that all solutions meet the CP requirements for Quality, Sustainability, brand equity, consumer experience, and manufacturing execution</span></p><br>
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<p><span>Responsible for Technology Transfer from Package Engineering to Manufacturing Operations to ensure new packaging systems perform as designed and meet operational targets</span></p><br>
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<p><span>Create cost and savings estimates, tooling and package qualification plans, technology transfer documentation (Design History Files) and final package component specifications</span></p><br>
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<p><span>Create component codes, Bills of Materials (BOMs), Manufacturing Specifications, and develop specific case/cube information</span></p><br>
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<p><span>Responsible for meeting timeline commitments, including project planning steps, supplier selection, capital expenditure estimates, and technology transfer associated with projects. Manage flow of packaging related information, and communicate project progress, actual costs, and any associated risks</span></p><br>
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<p><span>Interface with the Innovation teams to identify new and innovative packaging solutions, and work with other cross-functional teams to bring them to life through meticulous planning, design execution, and rigorous testing</span></p><br>
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<p><span>Help identify or execute cost saving opportunities in your area of responsibility, and work towards implementation together with multiple cross-functional collaborators</span></p><br>
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<p><span>Bachelor's Degree in Package Engineering/Technology/Science or related field</span></p><br>
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<p><span>3+ years Package Development or similar Engineering experience </span></p><br>
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<p><span>Fundamental understanding of printing and decoration techniques for plastics, labels, or paperboard materials</span></p><br>
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<p><span>Knowledge of laminate tubes, PET bottles, paperboard folding cartons, or corrugated shippers</span></p><br>
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</ul> <p><strong><span>Even better if you have:</span></strong></p><br>
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<p><span>Experience working in a complex manufacturing or plant environment, with the ability to operate as a self-starter and communicate effectively with senior leaders and remote team members</span></p><br>
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<p><span>Product design and development experience in the CPG field</span></p><br>
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<p><span>Understanding of extrusion blow molding, injection molding, paperboard and corrugated packaging designs. </span></p><br>
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<p><span>Product testing, data collection, data analysis and assessing pass / fail criteria to determine final product approval</span></p><br>
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<p><span>Knowledge of packaging materials and conversion processes, such as extrusion blow molding, injection molding, and exposure to final product filling and assembly</span></p><br>
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<p><span>Experience using Google Suite applications, SAP or other ERP software and/or similar computer systems.</span></p><br>
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<p><span>Experience with CapePack or Tops software for case/cube development</span></p><br>
</li>
</ul>
</div>
<p><br></p><p>About the team: The Exchange Feed Handler team, responsible for the development and enhancement of Feed handlers connected to the financial exchanges across the globe (more than 60 different exchanges). The teamwork spans the full lifecycle of the product, from implementing new features and performance improvements to resolving production and internal bugs to ensure system reliability. Beyond the deliverables, the team plays a key cross-functional role, providing technical support and guidance to development teams across multiple sites, including Paris, Tunis and India. The team members are a collaborative and internationally minded team, working at the heart of a critical financial infrastructure.</p><p>What you will be doing:</p><p>Designing and implementing new features and enhancements to the Exchange Feed Handlers.</p><p>Investigating, debugging, and analyzing production bugs to ensure system stability and client satisfaction</p><p>Ensure proper product quality, by providing adequate unit tests</p><p>Programming with advanced C/C++ (real time, design pattern, templates, Multi-threaded applications)</p><p>Follow systematically our development process</p><p>Guiding and mentoring development team members across worldwide locations</p><p>Supporting production teams and clients by providing technical recommendations and clear explanations</p><p>What we offer you:</p><p>An attractive salary package and other bonuses as performance bonus, meals vouchers, transportation .</p><p>Attractive range of benefits including private medical cover, dental cover, and travel insurance.</p><p>Continuous development through our diversified training across core financial, sales and FIS solutions.</p><p>A modern, international work environment and a dedicated and motivated, supportive team.</p><p>A broad range of professional development possibilities, resources and opportunities</p><p>Work in motivated Development team using new technologies with IA</p><p><strong>Desired Candidate Profile</strong></p><p>Excellent debugging, analysis and code development skills</p><p>Good coding and documentation practices</p><p>Team player with good communication skills</p><p>Capacity of learning and using new technologies</p><p>Previous experience with Source Control</p>
<p>Prepares tax returns/notifications/registrations, incl. checking the assessments from the respective tax authorities as well as monitoring the deadlines - Monitors additional disclosure requirements (e.g. according to DAC6) and WHT-issues (e.g. capital gains tax registration) - Prepares and submits the Tax reporting packages, tax balance sheet, calculation of current and deferred tax as well as all necessary disclosure information - Performs control activities in accordance with the Tax Control Framework; identifies the risks, analyzes them and identifies the mitigation measures. - Supports financial year-end disclosures, e.g. analysis of the group tax rate, disclosure information in the annual financial statements - Delivers input to international tax rulings (e.g. unilateral/bilateral APAs) - Performs corporate income tax calculations (P&L, BS) for future years based on business projects - Provides corporate taxes input for business forecasting - Delivers input for local tax audits as well as tax input & research for legal proceedings - Prepares & coordinates rolls out of training concepts to ensure compliance with tax regulations - Provides tax advise for day-to-day tax-related topics - Implements changes within the local structure to comply/benefit from tax regulation developments - Supports regular tax risk evaluations within the country - Supports local business projects (corporate tax aspects) and implementation of Corporate Tax Control Framework - Actively searches and identifies continuous improvement potential in the overall tax area; offers active consulting and supports implementation</p><p><strong>Desired Candidate Profile</strong></p><p><strong>Qualifications and Experience</strong></p><ul><li>Education: Degree in Accounting, Finance, or Tax.</li><li>Knowledge: Corporate tax, tax compliance, reporting, and audits.</li><li>Skills: SAP, Excel, analytical thinking, and problem-solving.</li><li>Languages: Good English.</li><li>Competencies: Detail-oriented, organized, and proactive.</li></ul>
<p>Prepares tax returns/notifications/registrations, incl. checking the assessments from the respective tax authorities as well as monitoring the deadlines - Monitors additional disclosure requirements (e.g. according to DAC6) and WHT-issues (e.g. capital gains tax registration) - Prepares and submits the Tax reporting packages, tax balance sheet, calculation of current and deferred tax as well as all necessary disclosure information - Performs control activities in accordance with the Tax Control Framework; identifies the risks, analyzes them and identifies the mitigation measures. - Supports financial year-end disclosures, e.g. analysis of the group tax rate, disclosure information in the annual financial statements - Delivers input to international tax rulings (e.g. unilateral/bilateral APAs) - Performs corporate income tax calculations (P&L, BS) for future years based on business projects - Provides corporate taxes input for business forecasting - Delivers input for local tax audits as well as tax input & research for legal proceedings - Prepares & coordinates rolls out of training concepts to ensure compliance with tax regulations - Provides tax advise for day-to-day tax-related topics - Implements changes within the local structure to comply/benefit from tax regulation developments - Supports regular tax risk evaluations within the country - Supports local business projects (corporate tax aspects) and implementation of Corporate Tax Control Framework - Actively searches and identifies continuous improvement potential in the overall tax area; offers active consulting and supports implementation</p><p><strong>Desired Candidate Profile</strong></p><p><strong>Education:</strong> Degree in Accounting, Finance, or Tax.</p><p><strong>Knowledge:</strong> Corporate tax, tax compliance, reporting, and audits.</p><p><strong>Skills:</strong> SAP, Excel, analytical thinking, and problem-solving.</p><p><strong>Languages:</strong> Good English.</p><p><strong>Competencies:</strong> Detail-oriented, organized, and proactive.</p>
<p>Prepares tax returns/notifications/registrations, incl. checking the assessments from the respective tax authorities as well as monitoring the deadlines - Monitors additional disclosure requirements (e.g. according to DAC6) and WHT-issues (e.g. capital gains tax registration) - Prepares and submits the Tax reporting packages, tax balance sheet, calculation of current and deferred tax as well as all necessary disclosure information - Performs control activities in accordance with the Tax Control Framework; identifies the risks, analyzes them and identifies the mitigation measures. - Supports financial year-end disclosures, e.g. analysis of the group tax rate, disclosure information in the annual financial statements - Delivers input to international tax rulings (e.g. unilateral/bilateral APAs) - Performs corporate income tax calculations (P&L, BS) for future years based on business projects - Provides corporate taxes input for business forecasting - Delivers input for local tax audits as well as tax input & research for legal proceedings - Prepares & coordinates rolls out of training concepts to ensure compliance with tax regulations - Provides tax advise for day-to-day tax-related topics - Implements changes within the local structure to comply/benefit from tax regulation developments - Supports regular tax risk evaluations within the country - Supports local business projects (corporate tax aspects) and implementation of Corporate Tax Control Framework - Actively searches and identifies continuous improvement potential in the overall tax area; offers active consulting and supports implementation</p><p><strong>Desired Candidate Profile</strong></p><p>Education: Degree in Accounting, Finance, or Tax.</p><p>Knowledge: Corporate tax, tax compliance, reporting, and audits.</p><p>Skills: SAP, Excel, analytical thinking, and problem-solving.</p><p>Languages: Good English.</p><p>Competencies: Detail-oriented, organized, and proactive.</p>
<p>Introduction Established in 1951, IOM is a Related Organization of the United Nations and the leading UN agency in the field of migration. Working closely with governmental, intergovernmental and non-governmental partners, IOM promotes humane and orderly migration for the benefit of all. It saves lives and protects people on the move, drives solutions to displacement, and facilitates pathways for regular migration, while providing services and advice to governments and migrants. IOM is committed to fostering a respectful, inclusive and supportive workplace where all employees can thrive professionally and feel valued. By creating such an environment, IOM aims to better harness the full potential of migration and strengthen its support to people on the move. IOM invites candidates from diverse backgrounds to apply and provides reasonable accommodation throughout the recruitment process when required. Learn more about IOM s workplace culture at IOM workplace culture | International Organization for Migration Applications are welcome from internal and external candidates. For all IOM vacancies, applications from qualified and eligible first-tier candidates are considered before those of qualified and eligible second-tier candidates in the selection process. For the purpose of this vacancy, internal and internal-equivalent candidates are considered as first-tier candidates.</p><p>Organizational Context and Scope Under the general guidance of the Chief of Mission and the Programme Manager Immigration and Border Management (IBG), the Senior Programme Associate will be responsible to assist in implementation of SAR/IBG portfolio and related activities, especially regarding financial and procurement processes and commitments.</p><p>Support the Programme Manager IBG in the establishment of coordination mechanisms with relevant national counterparts and organization of coordination meetings; Provide informal translation of documents related to coordination of SAR/IBG activities, draft presentations, letters into English or Arabic, and support the organization of workshops and trainings as needed; Plan, coordinate and conduct capacity building workshops for relevant internal and external parties both in Libya and Tunisia. Support the Programme Manager in coordinating any administrative and financial processes and tasks as required, including preparing purchase requests, payment requests and invitation letters; Establish a filing system, ensure the permanent update and accuracy of archives, coordinate closely with the Programme Manager and staff to ensure appropriate document processing and follow-up on pending documentation; Coordinate and monitor the financial, administrative and technical aspects of project activities in line with IOM policies and donor requirements. Serve as liaison support to track all relevant supporting documents submitted for approval of Logistics/Procurement Unit, Finance Unit; Provide support to the Programme Manager in ensuring that IOM standards for procurement, logistics and financial procedures are duly applied. Aanalyse implementation difficulties and make recommendations for adjusting implementation modalities and work plans to best reflect changing environment on the field. Lead all the IBG related procurement action dedicated to support border management and cross border operations in line with IOM Libya s IBG activities. Perform other duties as may be assigned.</p><p><strong>Desired Candidate Profile</strong></p><h2>Required Qualifications and Experience</h2><h3>Education</h3><ul><li>University Degree in a relevant field such as international relations, political sciences, migration studies, finance, business administration with five years of relevant experience, or High School Diploma with seven years of relevant professional experience.</li><li>Accredited Universities are those listed in the UNESCO World Higher Education Database.</li></ul><h3>Experience</h3><ul><li>Relevant working experience in a similar position;</li><li>Experience in working with international organizations, non-governmental organizations as well as governmental and diplomatic authorities;</li><li>Experience in the usage of office software packages (MS Word, Excel, etc.);</li><li>Previous working experience in another international organizations (IOM, UN, ICRC etc.) is an advantage;</li><li>Previous working experience with implementing and monitoring administrative procedures is an advantage.</li></ul><h3>Skills</h3><ul><li>Sound knowledge of financial and administrative management and effective resource management skills;</li><li>Good written and spoken communications skills, good interpersonal skills, ability to work in a multi-cultural environment</li></ul><h3>Languages</h3><ul><li>All IOM staff members in all categories are required to be fluent in one of the IOM's official languages (English, French, Spanish). For this position, for this position, fluency in Arabic is required (oral and written).</li><li>Proficiency of language(s) required will be specifically evaluated during the selection process, which may include written and/or oral assessments.</li></ul><h2>Required Competencies</h2><p>IOM s competency framework can be found at this link . Competencies will be assessed during the selection process.</p><h3>Values</h3><ul><li>all IOM staff members must abide by and demonstrate these five values:</li><li>Inclusion and respect for diversity : Respects and promotes individual and cultural differences. Encourages diversity and inclusion.</li><li>Integrity and transparency : Maintains high ethical standards and acts in a manner consistent with organizational principles/rules and standards of conduct.</li><li>Professionalism : Demonstrates ability to work in a composed, competent and committed manner and exercises careful judgment in meeting day-to-day challenges.</li><li>Courage : Demonstrates willingness to take a stand on issues of importance.</li><li>Empathy : Shows compassion for others, makes people feel safe, respected and fairly treated.</li></ul><h3>Core Competencies behavioural indicators Level 2</h3><ul><li>Teamwork : Develops and promotes effective collaboration within and across units to achieve shared goals and optimize results.</li><li>Delivering results : Produces and delivers quality results in a service-oriented and timely manner. Is action oriented and committed to achieving agreed outcomes.</li><li>Managing and sharing knowledge : Continuously seeks to learn, share knowledge and innovate.</li><li>Accountability : Takes ownership for achieving the Organization s priorities and assumes responsibility for own actions and delegated work.</li><li>Communication : Encourages and contributes to clear and open communication. Explains complex matters in an informative, inspiring and motivational way.</li></ul><h3>Managerial Competencies behavioural indicators Level 2, if with direct reports</h3><ul><li>Leadership : Provides a clear sense of direction, leads by example and demonstrates the ability to carry out the Organization s vision. Assists others to realize and develop their leadership and professional potential.</li><li>Empowering others : Creates an enabling environment where staff can contribute their best and develop their potential.</li><li>Building Trust : Promotes shared values and creates an atmosphere of trust and honesty.</li><li>Strategic thinking and vision : Works strategically to realize the Organization s goals and communicates a clear strategic direction.</li><li>Humility : Leads with humility and shows openness to acknowledging own shortcomings.</li></ul>
<p>POSITION SUMMARY Prepare ingredients for cooking, including portioning, chopping, and storing food. Pull food from freezer storage to thaw in the refrigerator. Weigh, measure, and mix ingredients according to recipes or personal judgment. Prepare and cook food according to recipes, quality standards, presentation standards, and food preparation checklist. Monitor food quality while preparing food. Test foods to determine if they have been cooked sufficiently, using methods such as tasting, smelling, or piercing them with utensils. Ensure proper portion, arrangement, and food garnish to be served. Serve food in proper portions onto proper receptacle. Use kitchen tools safely and appropriately. Wash and disinfect kitchen area, tables, tools, knives, and equipment. Check and ensure the correctness of the temperature of appliances and food. Notify manager if a product does not meet specifications. Communicate any assistance needed during busy periods. Follow all company and safety and security policies and procedures; report maintenance needs, accidents, injuries, and unsafe work conditions to manager; complete safety training and certifications. Ensure uniform and personal appearance are clean and professional. Welcome and acknowledge all guests according to company standards. Speak with others using clear and professional language. Support team to reach common goals; listen and respond appropriately to the concerns of other employees. Ensure adherence to quality expectations and standards. Stand, sit, or walk for an extended period of time. Move, lift, carry, push, pull, and place objects weighing less than or equal to 10 pounds without assistance. Perform other reasonable job duties as requested by Supervisors.</p><p><strong>Desired Candidate Profile</strong></p><p>Education: High school diploma or G.E.D. equivalent.<br>Related Work Experience: At least 1 year of related work experience.<br>Supervisory Experience: No supervisory experience.<br>License or Certification: None</p>
<h2 class="h5">Job description</h2>
<div class="t-break" data-jb-field="description">
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</span><p><span>Are you ready to dive into the world of Global Supply Chain excellence? Imagine being part of a dynamic team that's reimagining a healthier future for all people, their pets and our planet. If you're eager to join a global network and make a real impact, then you're in for an exciting journey with us at Colgate-Palmolive! </span></p><br> <p><span>WE live our values every single day, giving you a career that brings a smile to your face, no matter what. Our people, our iconic household brands, and our unwavering commitment to sustainability all combine to create a workplace that's all about crafting a brighter tomorrow – for you, our consumers, and the communities we touch.</span></p><br> <p><span>Our internships are more than just a line on your resume – they're a hands-on, minds-on experience that lets you work on real-world projects alongside true industry experts in the Global Supply Chain team. </span></p><br> <p><strong><span>Job Summary</span></strong></p><br> <p><span>The Finance Intern works directly with the Plant Controller and Finance Team, contributing to key financial responsibilities for the TN site. This internship provides valuable exposure and involves active involvement in meaningful projects, cost analysis, budget optimization, and contributing to the overall financial health of our supply operations.</span></p><br> <p><strong><span>Job Responsibilities</span></strong></p><br> <ul>
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<p><strong><span>Account Payable: </span></strong><span>managing the GR/IR process, including regular reviews and clearing proposals, and comprehensive PO monitoring. This involves addressing POs created after the invoice date and executing actions based on the aging POs report.</span></p><br>
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<p><strong><span>Month End: </span></strong><span>Assist with core accounting (reconciliations, accruals, reclasses, CapEx tracking). Contribute to monthly financial reviews, support reporting (e.g., water usage), and update senior leadership presentations, offering a comprehensive corporate finance view.</span></p><br>
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<p><strong><span>Costing:</span></strong><span> Manage critical, real-time costing requests for strategic decisions. This dynamic role offers practical cost analysis experience, essential for finance professionals.</span></p><br>
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<p><strong><span>Budget Management: </span></strong><span>Manage and update critical budget, MLE, and SLE files using financial planning tools. Gain practical skills in financial reporting and analysis.</span></p><br>
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<p><strong><span>Year End: </span></strong><span>Assist with intercompany financial requests (verifying GL, CC, CoCd) and resolve open PO issues (missing GR/IR, internal queries), boosting purchasing efficiency. Internship improved analytical skills, financial operations, and fiscal health understanding.</span></p><br>
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<p><strong><span>Key Plant Performance Indicators:</span></strong><span> monitoring AML (Asset Material Loss), participating in SLOB inventory reviews, and reconciling weekly confirmation variances. You will also prepare materials for key task force meetings and document action items, contributing to plant financial operations.</span></p><br>
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<p><strong><span>Tactical activities: </span></strong><span>Hands-on experience with GR auditing, crucial audit testing, asset tagging, and clearing balance sheet items. </span></p><br>
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</ul> <p><strong><span>Job Requirements</span></strong></p><br> <p><span>To be part of this transformative experience, you need: </span></p><br> <ul>
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<p><span>Currently enrolled in a Bachelor's or Master's program. A third year Finance or Accounting major is preferred.</span></p><br>
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<p><span>Basic knowledge of financial accounting, budgeting and computer systems.</span></p><br>
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<p><span>Some prior, relevant work experience in a business setting is a plus.</span></p><br>
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</ul> <ul>
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<p><span>Must be available to work part-time during the school year and/or full-time during the summer.</span></p><br>
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</ul> <ul>
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<p><span>Authorization to work in the United States without future sponsorship needs.</span></p><br>
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</ul> </div>
<h2 class="h5">Job description</h2>
<div class="t-break" data-jb-field="description">
<strong>About Yassir:</strong><br> Yassir is the leading super app in the Maghreb region, set on changing the way daily services are provided. It currently operates in 45 cities across Algeria, Morocco and Tunisia, with recent expansions into France, Canada and Sub-Saharan Africa. It is backed (~$200M in funding) by VCs from Silicon Valley, Europe and other parts of the world.<br>We offer on-demand services such as ride-hailing and last-mile delivery. Building on this infrastructure, we are now introducing financial services to help our users pay, save and borrow digitally. We're helping usher the continent into a digital economy era, not just by serving people, but by building a marketplace that brings people what they need while infusing social values.<br><br><p><b>About the Role</b></p><br><ul><li>Yassir's marketplace runs on decisions made millions of times a day: which driver gets which trip, what a ride should cost, when an order will arrive, which transaction looks fraudulent, who qualifies for credit. We are looking for a Product Manager who owns the machine learning systems behind those decisions and is accountable for their measurable impact on the business.<br>This is a product role for ML-heavy, data-intensive products. You will lead discovery from data rather than from opinion, frame business problems as problems a model can actually solve, define what success means both offline and in production, and prove impact through well-designed experiments. You will work closely with data scientists, ML engineers and data engineers, and with product and operations partners across ride-hailing, delivery and financial services.<br></li> </ul><strong>What This Role Is (and Isn't)</strong><br>
<br>This role centres on predictive and decisioning ML: ranking, matching, forecasting, pricing, risk and personalisation. Experience building LLM or agentic features is welcome, but it is not a substitute for the fundamentals below. If your ML product experience is primarily integrating third-party models or APIs into user-facing features, this role is likely not the right fit.<br><br><p><b>Responsibilities</b></p><br><ul>
<li><strong>Data-led discovery:</strong> Identify and size ML opportunities by going into the data yourself. Diagnose where the marketplace is losing value (supply-demand imbalance, cancellations, ETA error, fraud losses, default rates) and translate it into a prioritised, quantified problem backlog.</li>
<li><strong>Problem framing:</strong> Turn business problems into well-posed ML problems: define the prediction target, the decision it informs, the unit of analysis, label availability and quality, and the cost of different error types. Know when a problem does not need ML and a rule or heuristic will do.</li>
<li><strong>Metrics and success criteria:</strong> Define the chain from model metrics (e.g. precision/recall, calibration, MAE) to product and business metrics, and own guardrail metrics. Understand why offline gains often fail to translate online, and plan for it.</li>
<li><strong>Experimentation and causal inference:</strong> Design and interpret controlled experiments, including in two-sided marketplace settings where interference makes standard A/B tests unreliable (switchback, geo or cluster-randomised designs). Reason about statistical power, novelty effects and heterogeneous impact across cities and segments. Distinguish correlation from causation, and know which quasi-experimental methods to use when randomisation isn't possible.</li>
<li><strong>ML product lifecycle:</strong> Own models from framing through data requirements, baseline, iteration, launch, monitoring and retirement. Partner with engineering on rollout strategy, model monitoring, drift detection, retraining cadence and failure modes. Treat a model in production as a product that degrades if unattended.</li>
<li><strong>Roadmap and trade-offs:</strong> Own the ML product roadmap across domains and countries. Make explicit trade-offs between accuracy, latency, cost, interpretability, fairness and regulatory requirements, especially in credit and financial services.</li>
<li><strong>Stakeholder alignment and visibility:</strong> Make the impact of ML work legible to non-technical leadership. Communicate results, including null and negative results, with rigour and clarity. Align product, operations, risk and marketing partners on shared objectives.</li>
<li><strong>Leadership and culture:</strong> Raise the bar on how the organisation makes decisions with data. Mentor peers, build a culture of feedback and trust, and invest in your own growth and that of those around you.<br></li>
</ul><br><p><b>Requirements</b></p><br><ul>
<li>4+ years of product management experience, including at least 2 years owning ML-driven products that run in production and influence core business decisions (e.g. pricing, matching, ranking, forecasting, fraud, credit risk, recommendations).</li>
<li>Hands-on fluency with data: you can write SQL, explore data independently and challenge an analysis without waiting for someone else to run it.</li>
<li>Demonstrated experience designing, running and interpreting controlled experiments, and a solid working understanding of causal inference.</li>
<li>Strong understanding of core ML concepts: supervised learning, evaluation metrics and their trade-offs, overfitting and leakage, bias, calibration, and the relationship between offline and online performance.</li>
<li>A track record of shipping ML products where you can clearly articulate the problem framing, the metrics chosen, the experiment design and the measured business impact, including what went wrong.</li>
<li>Experience working with distributed or remote teams across multiple markets.</li>
<li>Experience in marketplaces, mobility, on-demand delivery or fintech is a strong plus.</li>
<li>BSc/MSc in Engineering, Computer Science, Statistics, Data Science or a related quantitative field.<br></li>
</ul><br> </div>