Level

Mistral AI

IP Rights Manager

Mistral AI is hiring an IP Rights Manager in Paris, France. Level rates it ; you can apply on Mistral AI.

Level's read on this job

  • Works on AI ●●●○ is how Level rates this role: the daily work is on AI products, without building the model.
  • Tools and skills the posting cites include legal operations, data licensing and contract review.
  • Level classifies it as a mid-level role.
  • Level lists 224 other open roles at Mistral AI.
  • The role was posted in the last few days.

AI in this role

Manage legal operations and data licensing workflows to ensure compliance and rights management for AI training data.

legal-operationsdata-licensingcontract-reviewcompliancemetadata-management

About Mistral

Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co-creating customized AI systems that they can run on their terms.

We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited.

The Role

As a Legal Operations Specialist – Data Licensing on the IP & Licensing team, you will own the processes that let Mistral license content and data without slowing down. This role exists because we need someone who can turn legal analysis into repeatable workflows — managing rights, obligations, and restrictions across our growing dataset portfolio. You will work closely with the colleagues who negotiate our commercial and legal agreements, turning their work into clear metadata, tracked obligations, and automated systems.

Your impact will be visible in how smoothly data moves into our AI products: fewer bottlenecks, clearer rights status, and one reliable record for every data agreement we sign. You will sit where copyright, data protection, and AI meet, making sure that as we acquire and use training data, we comply with EU and US law, respect third-party rights, and enforce the restrictions our contracts impose. In scope: clearing permissions for inbound data, reviewing and codifying contracts, maintaining a central rights-and-obligations database, and building AI-powered workflows that make all of this scalable.

What You Will Do

  • Clear inbound data usage requests by researching rights status, scope, obligations, and restrictions — including anonymization and data protection requirements — before data enters our systems.

  • Review data-related agreements and codify their key terms into structured metadata, maintaining our template library and playbook alongside Legal.

  • Assess whether specific AI use cases fall within the scope of third-party agreements, flag gaps, and recommend contract amendments.

  • Build and maintain a central database that serves as the single source of truth for every signed data-related agreement.

  • Track and manage compliance with ongoing obligations — permitted uses, confidentiality, re-use rights — automate our reporting, and administer master licensing partnerships.

  • Verify provenance, ownership, and consent for acquired data, and identify obligations that require active monitoring.

  • Monitor that Mistral clients and partners stay within their granted rights, operating the approval system that enforces legal restrictions.

  • Design and run AI-powered workflows for contract review assistance, obligation extraction, and renewal alerts.

What We're Looking For

  • A bachelor's degree in law, publishing, information science, business, or a related field.

  • 2–5 years of experience in copyright, permissions, licensing, legal operations, or contract administration — ideally in an AI, tech, or data-driven environment.

  • Working knowledge of EU and US copyright law and contract administration, with demonstrated ability to interpret contracts independently.

  • Meticulous attention to detail and discretion with confidential contracts, combined with strong project-management skills.

  • Clear, direct communication and the initiative to anticipate needs through ambiguity.

  • A legal-ops mindset: you want to turn legal analysis into repeatable, scalable processes, not just handle one-off reviews.

  • Comfort building agentic AI workflows in a complex enterprise environment — you are an AI power user, ideally with experience setting up such workflows in a legal team.

  • Additional depth in formal legal training, CLM platforms (e.g., Ironclad), publishing-house contracts, or European languages (French, German, Spanish, etc.) is welcome.

What We Offer

We offer a comprehensive benefits package designed to support your well-being, growth, and work-life balance. Benefits vary by country and may include healthcare coverage, parental leave, retirement plans, relocation support, wellness programs, meal and transportation allowances, and other location-specific perks.

For the most up-to-date details on benefits available in your location, please refer to our Benefits page.

Privacy Policy

Your privacy matters to us. You can learn more about how we handle your personal data in our Applicant Privacy Policy.

How we rate this

IP Rights Manager at Mistral AI rates 65 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.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ 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

Legal OperationsData LicensingContract ReviewComplianceMetadata Management

Questions you could be asked

  1. Tell me about a project where legal operations was part of your work. What did you do?
  2. Tell me about a project where data licensing was part of your work. What did you do?
  3. Tell me about a project where contract review was part of your work. What did you do?
  4. Tell me about a project where compliance was part of your work. What did you do?
  5. Tell me about a project where metadata management was part of your work. What did you do?

Adapt your resume

  • List these exact terms on your resume: Legal Operations, Data Licensing, Contract Review, Compliance, and Metadata Management. 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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