CMA CGMAI Deployment Strategist - Agent Builder
CMA CGM is hiring an AI Deployment Strategist - Agent Builder in Marseille, France. Level rates it ; you can apply on CMA CGM.
Level's read on this job
- Level rates this role Works on AI ●●●○: the daily work is on AI products, without building the model.
- The posting mentions Copilot, Mistral and RAG among its tools and skills.
- Level classes it as a mid-level role.
- CMA CGM has 1,000+ other open roles on Level.
- Posted in the last few days.
AI in this role
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.
WHAT ARE YOU GOING TO DO?
Strategic discovery & vision setting
•Lead executive-level workshops with business lines and corporate functions to identify challenges and opportunities where agentic AI drives step-change improvements.
•Co-create AI adoption roadmaps, articulating the “art of the possible” and a clear path to value.
•Build business cases and quantify value; prepare qualification, committee and project-gate decisions; prioritize the Agent Builder use-case portfolio.
AI solution design & deployment
•Architect end-to-end agent solutions on the Group’s platforms (Maia, Mistral AI Studio, Copilot Studio), integrating them into business workflows, systems and data.
•Steer pilots and deployments in close collaboration with forward-deployed engineers (FDEs), the Agentic Factory, product teams and technology partners (Mistral, Microsoft), ensuring scalability and impact.
•Ensure compliance with the Group’s delivery framework, data governance and DPO requirements.
•Own the transition from pilot to production: deployment plan, change management, handover to run and support teams.
Value realization & adoption
•Serve as a trusted advisor to business sponsors, guiding their agentic AI strategy and maximizing the value of deployed solutions.
•Track adoption and value KPIs, and report progress to executive sponsors and governance bodies.
•Identify opportunities to scale successful pilots across the Group’s entities, countries and business lines.
Cross-functional collaboration & offer industrialization
•Act as the bridge between business teams, forward-deployed engineers (FDEs), product, architecture, data, cybersecurity and technology partners.
•Synthesize field feedback to shape internal product roadmaps and partner requests.
•Develop reusable assets, playbooks and solution patterns to industrialize the Agent Builder offering and ensure consistent delivery excellence.
WHO ARE WE LOOKING FOR?
•4+ years of experience in a client-facing strategic and technical role within a consulting firm (strategy, transformation, data or AI) or a technology solution provider (value engineering, forward-deployed engineering).
•A degree in a relevant field (Computer Science, Data Science, Engineering, or a business school with a strong analytical dimension).
•Foundational knowledge of AI/ML and generative AI (LLMs, agents, RAG), with the credibility to advise both technical and non-technical audiences.
•Hands-on experience building AI applications (Python or similar).
•Strong business acumen and problem-solving skills, with the ability to structure ambiguous challenges into actionable solutions.
•Executive presence and communication skills to influence senior stakeholders (VP, C-level).
•Resilient, results-driven and comfortable leading through influence in a matrixed, collaborative environment.
•Fluent in French and English, comfortable in an international environment.
A plus
•Experience deploying AI agents in a large-scale enterprise environment.
•Change management and large-scale adoption experience; exposure to multi-partner ecosystems (vendors, start-ups, integrators).
Come along CMA CGM's adventure!
How we rate this
AI Deployment Strategist - Agent Builder at CMA CGM rates 75 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● 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.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- How would you design a retrieval step so the model answers from real data instead of guessing?
- How do you decide when an AI agent can act on its own versus asking for approval first?
- What are the limits of Copilot that you've run into, and how did you work around them?
- What's a project where you used Mistral hands-on?
- Describe a typical day in a role like this one: which parts run through AI directly?
Adapt your resume
- List these exact terms on your resume: RAG, AI agents, Copilot, and Mistral. 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.
- Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.
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