CMA CGM

ML & Platform Agentic Apprentice

CMA CGM  •  Marseille, FR (Onsite)  •  28 days ago
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Job Description

Led by Rodolphe Saadé, the CMA CGM Group, a global leader in shipping and logistics, serves more than 420 ports around the world on five continents. With its subsidiary CEVA Logistics, a world leader in logistics, and its air freight division CMA CGM AIR CARGO, the CMA CGM Group is continually innovating to offer its customers a complete and increasingly efficient range of new shipping, land, air and logistics solutions.

Committed to the energy transition in shipping, and a pioneer in the use of alternative fuels, the CMA CGM Group has set a target to become Net Zero Carbon by 2050.

Through the CMA CGM Foundation, the Group acts in humanitarian crises that require an emergency response by mobilizing the Group’s shipping and logistics expertise to bring humanitarian supplies around the world.

Present in 160 countries through its network of more than 400 offices and 750 warehouses, the Group employs more than 155,000 people worldwide, including 4,000 in Marseilles where its head office is located.

YOUR ROLE

At the heart of the Group Data Science team - you will help design, build, and evaluate AI‑driven solutions in an environment where agentic (LLM and tool‑driven) systems are
increasingly used to automate and augment analytical workflows.

Working closely with data scientists, data engineers, and platform teams, you will support tasks such as data exploration, feature engineering, model experimentation, and result interpretation,
while also contributing to the design and testing of AI agents that assist with these activities.

You will gain hands‑on experience with ML and data tools, agentic workflows,
and help ensure that insights and models are reliable, explainable, and usable by stakeholders across the organization.

WHAT WILL YOU DO?

As a Machine Learning & Data Science/ Agentic Platform Engineer apprentice, your responsibilities are as follows:

  • Perform data exploration of internal and external data ( identify relevant sources, cleaning of data, analyze patterns, assess biases, ...)
  • Define and optimize agentic workflow to answer business use cases, basically meaning you will deal with routing logic, tools selection & optimization, prompt engineering
  • Create agentic pipeline to monitor existing data science model : monitor performances, automate reporting, detect anomalies or outliers .
  • Optimize existing agentic pipeline to minimize the cost while maintaining high level of performances (caching , batching, model choice, ... )

WHO ARE WE LOOKING FOR?

Required

  • Intern in Master’s degree (Bac+5) in one of Mathematics, applied statistics, SW, Computer Science, AI, engineering discipline with strong IA or ML component.
  • Fluent English, written and spoken
  • Programming skills in Python( or other language suited for ML and agentic developments)
  • Proficiency in office tools (Excel, PowerPoint)

Desirable

  • Experience with gitlab, versioning, and CI/CD workflow is a plus.
  • Interest in staying up-to-date with AI techniques and models

Come along on CMA CGM’s adventure !

CMA CGM

About CMA CGM

The CMA CGM Group is a global player in sea, land, air and logistics solutions, true to its corporate Purpose, "We imagine better ways to serve a world in motion".

Present in 177 countries, it employs 160,000 people, of which nearly 6,000 in Marseilles where its head office is located.

The world's 3rd largest shipping company, CMA CGM serves more than 420 ports across 5 continents with a fleet of over 650 vessels. In 2024, CMA CGM carried over 23 million TEU (twenty-foot equivalent unit) containers. Its subsidiary CEVA Logistics, one of the world's top five players, operates 1,000 warehouses and handled 15 million shipments in 2024. CMA CGM AIR CARGO, the Group's air freight division, will operate a fleet of 6 cargo aircraft by 2025.

CMA Media, France's 3rd largest private media group, includes RMC-BFM and several national and regional press titles (La Tribune Dimanche, La Tribune, La Provence and Corse Matin).

Committed to energy transition, the CMA CGM Group is aiming for Net Zero Carbon by 2050.

The CMA CGM Foundation provides humanitarian aid in crisis situations, and is committed to education for all and equal opportunities throughout the world. To date, the CMA CGM Foundation has transported 63,000 tons of humanitarian aid to 97 countries and supported over 550 educational projects.

Industry
Transportation & Logistics
Company Size
10,000+ employees
Headquarters
Marseille, FR
Year Founded
1978
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