Product Behavior Architect
7 Months ago • All levels
Product
Job Description
The Product team is responsible for researching, defining product behavior, and evaluating models to guide the behavior of models behind le Chat and APIs, ultimately improving their quality. As a Product Behavior Architect, you will shape LLM system behavior to align with product goals. Your responsibilities include conducting research on new search capabilities, conversational design, and tool calling, using tools like synthetic data and model training. You will build evaluations and pipelines to support development and integrate your research into final products. Experience with Web Search, Prosumer Products, model evaluation, prompt engineering, and policy writing is essential.
Good To Have:
- Experience with conversational design
- Knowledge in training and optimizing model behavior
- Building evaluations and pipelines
- Dive into prompt generations and unit tests
- Thrive in dynamic, technically complex environments
- Deliver innovative, out-of-the-box solutions
Must Have:
- Deep understanding of Search and Consumer Products
- Expertise in model evaluation and prompt engineering
- Experience with policy writing
- Conduct research on new search capabilities
- Shape LLM system behavior
Role Summary
The Product team conducts research, defines product behavior, and evaluates our models to guide the behavior of models behind le Chat and APIs. The team is responsible for improving the overall quality of both our models and products - defining and delivering the new frontier.
As a Product Behaviour Architect, you’ll be at the forefront of shaping LLM system behavior to align to our product goals. We’re looking for people who have experience with Web Search, Prosumer Products, and are experts in model evaluation, prompt engineering, and policy writing. Join us if you are passionate about tackling cutting-edge, open-ended research challenges and transforming your findings into real-world products.
What you will do:
• Conduct research around new search capabilities, conversational design, and tool calling, leveraging and developing tools such as synthetic data, context distillation, and model training to shape the product and model behaviour of le Chat, our APIs, and our models.
• Build evaluations and pipelines to facilitate the development and research in this area.
• Integrate your research into the final products of Mistral AI.
Who you are:
• You have a deep understanding of Search, Consumer Products, and Conversational Design.
• You have prior knowledge in training and optimising model behaviour and building evaluations.
• You are willing to dive into prompt generations and unit tests.
• You thrive in dynamic and technically complex environments.
• You have a track record of delivering innovative, out-of-the-box solutions to address real-world constraints.
About Mistral
At Mistral AI, our mission is to make AI ubiquitous and open. We are passionate about bridging the gap between technology and businesses of all sizes. We are a leading innovator in the field of open-source large language models.
Our advanced LLM solutions can be seamlessly deployed on any cloud, allowing for optimized integration and robust performance. Developers are using our API via la Plateforme to build incredible AI-first applications powered by our models that can understand and generate natural language text and code. We are multilingual at our core. We released le Chat, as a demonstrator of our models.
We are a tight-knit, nimble team dedicated to bringing our cutting-edge AI technology to the world. Our teams are distributed between France, UK and USA. We are creative, low-ego, team-spirited, and have been passionate about AI for years. We hire people who thrive in competitive environments, because they find them more fun to work in. We hire passionate women and men from all over the world.
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