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Wavestone

Management and digital transformation consulting

MLOps and AI in Production Internship - Reliability, Optimization and Scalability of Models

Applied Machine LearningConfirmed live in the last 24 hours
InternshipPuteaux, FranceNo salary listedIn-person

About the Job

Requirements

  • The candidate must be a final-year student at an engineering or business school, with a specialization in data science, artificial intelligence, digital transformation, or strategy.
  • The candidate must be proficient in Python and have practical experience with Git, containers, and CI/CD pipelines.
  • The candidate must know at least one cloud environment and have an interest in production engineering.
  • The candidate must have a working level of French.
  • The candidate must have at least C1-level English.

Responsibilities

  • Implement model deployment and industrialization pipelines using CI/CD.
  • Build monitoring, traceability, and alerting systems.
  • Contribute to test automation and incident management.
  • Analyze and optimize inference and runtime costs using an AI-focused FinOps approach.
  • Develop and share perspectives on LLMOps with the community.
  • Conduct ongoing technology research on Data and AI solutions and contribute to the AI community.
  • As a long-running internship project, improve the reliability and scalability of AI systems in production by working on deployment pipelines, monitoring, traceability, testing, incident management, and inference cost control; contribute to an MLOps/LLMOps best-practice framework and a supporting demonstrator.
  • Example assignments include industrializing a fraud-detection model integrated into operational alerting; deploying and supervising predictive models in energy; and structuring observability for a multi-purpose AI platform.

Desired Qualifications

  • The candidate should be intellectually curious and eager to learn.
  • The candidate should be able to analyze and structure information.
  • The candidate should work autonomously and take responsibility.
  • The candidate should communicate effectively in writing and orally.
  • The candidate should collaborate well with a team.

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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