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Wavestone

Management and digital transformation consulting

Senior Consultant / Manager – Machine Learning Operations & Large Language Model Operations Lead

AI & Machine LearningConfirmed live in the last 24 hours
Full-timePuteaux, FranceNo salary listedIn-person

About the Job

Requirements

  • Have at least 4 years of experience in MLOps, ML platforms, or cloud engineering.
  • Have mastery of the ML/LLM lifecycle, continuous integration and continuous delivery, observability, and security.
  • Have delivery leadership and consulting capabilities.
  • Be able to lead cross-functional transformation and drive adoption of new practices.
  • Understand service-level objectives, AI FinOps, gateways, and model security.
  • Have experience with ML/LLM platforms, registries, deployment pipelines, and observability solutions.
  • Speak French and English fluently.

Responsibilities

  • Define the industrialization target state, standards, and roadmap.
  • Make decisions about tooling, service-level objectives, security, costs, and run responsibilities.
  • Define governance principles for the lifecycle, traceability, evaluation, and release management.
  • Lead the implementation and adoption of the framework.
  • Supervise teams and establish practices for evaluation, monitoring, and incident management.
  • Align Data Science, Engineering, Cloud, security, and operations teams around clear responsibilities and shared standards.
  • Qualify industrialization needs and lead related proposals.
  • Develop extensions around observability, gateways, and AI FinOps.
  • Capture reusable patterns and mission learnings to accelerate proposals and new frameworks.
  • Implement a multi-product LLMOps framework.
  • Rationalize model deployment pipelines.
  • Define an evaluation and cost-control framework.
  • Implement an observability and incident-management framework for a portfolio of AI solutions.

About the Company

Wavestone

Management and digital transformation consulting

Wavestone provides management and digital consulting to help large organizations carry out complex transformations. Its services combine strategy, change management, and technology implementation to guide clients from plan to outcome. The core method centers on cultivating a shared culture of enthusiasm for change, called The Positive Way, so strategies are adopted smoothly, projects stay sustainable, and stakeholders trust the process. With about 3,000 consultants across four continents, the company supports transformation programs from ideation to execution on a global scale. Wavestone differentiates itself by placing culture and positive mindset at the heart of its approach, pairing management consulting with digital expertise to drive lasting change. The goal is to enable successful, enduring transformations that deliver measurable business value while engaging people in the change journey.

Company size
5,001-10,000
Company stage
IPO
Headquarters
Puteaux, France
Founded
1990

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