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Model Behavior Architect, Multilingual

mistral United Kingdom
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AI Summary

Define and measure effective model behavior across languages to ensure consistent, natural, and culturally appropriate performance. Collaborate with Science team to set standards for language adherence, naturalness, and cultural alignment. Requires expertise in evaluation frameworks and multilingual NLP with a track record of solving open-ended challenges.

Key Highlights
Define high-quality, culturally aligned model behavior for all supported languages
Design and implement evaluations, data guidelines, and synthetic testing environments
Shape models to reflect cultural context and linguistic nuances of global users
Develop robust evaluation pipelines for multilingual model candidates
Key Responsibilities
Interact with models across languages to identify behavior improvements
Gather feedback from internal and external sources to scope enhancement areas
Define high-quality, culturally aligned behavior for each language
Design and implement evaluations, data guidelines, and synthetic testing environments
Shape models to reflect cultural context of users and regions
Address edge cases through rigorous cross-language testing
Develop robust evaluation pipelines to assess multilingual capabilities
Technical Skills Required
evaluation frameworks multilingual natural language processing linguistics
Benefits & Perks
healthcare coverage
parental leave
retirement plans
relocation support
wellness programs
meal and transportation allowances

Job Description


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 Model Behavior Architect on the Multilingual team, you will define and measure what effective model behavior looks like across languages. This role exists to ensure our models perform consistently, naturally, and appropriately in every language they support, not just English. You will collaborate with the Science team to set standards for language adherence, naturalness, and cultural alignment. Your work will directly impact how our models serve users globally, ensuring they reflect the cultural context and linguistic nuances of every region.

What You Will Do

  • Interact with models across languages to identify where behavior can be improved.
  • Gather feedback from internal and external sources to scope areas for enhancement.
  • Define what high-quality, culturally aligned behavior means for each language.
  • Design and implement evaluations, data guidelines, and synthetic testing environments for multilingual settings.
  • Shape how models reflect the cultural context of the users and regions they serve.
  • Address edge cases through rigorous cross-language testing to ensure consistency and reliability.
  • Develop robust evaluation pipelines to assess the multilingual capabilities of model candidates.

What We're Looking For

  • Expertise in building robust evaluation frameworks for AI systems.
  • Strong understanding of linguistics, language, and translation, or experience with reasoning and tool use in large language models. Depth in linguistics or multilingual natural language processing is strongly preferred.
  • Ability to thrive in dynamic, technically complex environments and deliver innovative solutions.
  • Track record of solving open-ended challenges with practical, creative approaches.
  • Experience in defining and measuring model behavior across diverse linguistic and cultural contexts.

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.

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