Internship - Developer Intern - AI-Augmented Applications (M/F)

CMA CGM is hiring an Internship - Developer Intern - AI-Augmented Applications (M/F) in Marseille, France. Level rates it ; you can apply on CMA CGM.

Level's read on this job

Uses AI ●●○○ is how Level rates this role: an ordinary role that requires AI tools.
The posting mentions RAG among its tools and skills.
Level classes it as an internship.
CMA CGM has 1,000+ other open roles on Level.
Posted in the last few days.

AI in this role

rag

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

As part of your studies, you are currently looking for an end-of-studies internship (Bac+5 / engineering school or Master’s in Computer Science).

You will join Shipping - Information Technology Team and take over an existing AI-augmented application used by a range of business teams (accessibility, partnerships, digital initiatives, etc.). You will develop the product end to end, from specification to production, working with components built on language models: assisted analysis, augmented search (RAG) and conversational assistants.

This internship offers real product ownership, working directly with users on applied generative AI topics.

WHAT WILL YOU DO?

Product development: You will take ownership of the existing codebase and architecture, design and develop new features from specification to production, and fix bugs while improving the application’s performance, security and reliability.
Applied AI: You will evolve the components built on language models (assisted analysis, RAG, conversational assistants), ensuring reproducible results and keeping model usage costs and resource consumption (RAM) under control.
Business engagement: You will gather the needs of user teams and turn them into concrete solutions, and present your work and technical choices clearly to non-technical stakeholders.

WHO ARE WE LOOKING FOR?

Education: Bac+5 engineering school or Master’s in Computer Science / software development.
Technical skills:
- Strong command of TypeScript/JavaScript and/or Python
- Proven experience developing REST APIs and web interfaces (React is a plus)
- Hands-on practice of Git and collaborative workflows (pull requests, code review)
- Strong interest in generative AI; first experience with agentic approaches is a plus
- Appreciated assets: FastAPI, Node.js, Bun, automated testing, Python data processing
- Familiarity with digital accessibility standards (RGAA, WCAG) and/or GDPR topics is a definite plus
Languages: English & french level C1
Personal qualities: Autonomous, able to take over an existing project. Rigorous and committed to high-quality delivery, with a product mindset and a taste for tangible results. Strong interpersonal skills and clear written and spoken communication.

JOB ENVIRONNEMENT / JOB ENVIRONMENT

Location: Head Office – Marseille
Duration: 6 months

Come along on CMA CGM’s adventure !

How we rate this

Internship - Developer Intern - AI-Augmented Applications (M/F) at CMA CGM rates 44 out of 100 for how much of the daily work is AI. That makes it Uses AI (AI Level 2 of 4). The level is about AI in the job, not seniority.

Classification

Uses AI. An ordinary role that requires AI tools.

●●●● Builds AI80 to 100
●●●○ Works on AI60 to 79
●●○○ Uses AI40 to 59
●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Key facts

Internship - Developer Intern - AI-Augmented Applications (M/F) is an open job at CMA CGM.
Level rates this role AI Level 2 of 4: Uses AI.
The role is based in Marseille, FRA.
The job was posted on October 30, 2026.
Seniority: intern.
Applications are handled by CMA CGM. Apply on CMA CGM

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

RAG

Questions you could be asked

How would you design a retrieval step so the model answers from real data instead of guessing?
This role expects you to use AI tools as part of the job. Which ones have you used, and for what?
Tell me about a time an AI tool got something wrong. How did you catch it?

Adapt your resume

List these exact terms on your resume: RAG. An applicant tracking system matches the wording, not the idea.
Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
Put the AI tool in a bullet point about what you did, not just in a skills list. This role treats it as a required part of the job.

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