About the role

Aplyr's Quick Take

This role is for a Machine Learning Engineer focused on open-source software at Mistral AI. You'll be responsible for releasing and maintaining machine learning models and libraries, collaborating with both internal teams and the open-source community. It's a hands-on, individual contributor position that blends research and production work.

Good fit

Ideal candidates will have a Master's degree in a relevant field and experience with popular open-source libraries. A passion for open-source software and strong programming skills in Python and PyTorch are essential.

Worth noting

The role offers flexibility to shift between production and research tasks based on team needs or personal interests. The company emphasizes a collaborative and low-ego culture, which may appeal to those seeking a supportive work environment.

About Mistral

At Mistral AI, we believe in the power of AI to simplify tasks, save time, and enhance learning and creativity. Our technology is designed to integrate seamlessly into daily working life.

We democratize AI through high-performance, optimized, open-source and cutting-edge models, products and solutions. Our comprehensive AI platform is designed to meet enterprise needs, whether on-premises or in cloud environments. Our offerings include le Chat, the AI assistant for life and work.

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 France, USA, UK, Germany and Singapore. We are creative, low-ego and team-spirited.

Join us to be part of a pioneering company shaping the future of AI. Together, we can make a meaningful impact. See more about our culture on https://mistral.ai/careers.

Role Summary

You will be in charge of open-sourcing state-of-the-art models, whilst maintaining and improving Mistral’s publicly available libraries. Your work is critical in helping turn research breakthroughs into tangible solutions and improve Mistral's open-source ecosystem.

About the Open Source Software team

Our OSS team is embedded in our Science team and works very closely with various engineering and marketing teams. All OSS team members can fluidly move on the production / research spectrum depending on where the needs are or where their interests lie

What you will do

• Releasing our models to open-source platforms and libraries, e.g., vLLM, GitHub, Hugging Face

• Maintaining Mistral’s open-source libraries (mistral-common, mistral-finetune, mistral-inference)

• Create and maintain tooling and services: both internal facing (internal research) and external facing (open-source libraries)

• Implement and optimize open-source and internal libraries for performance and accuracy, ensuring production readiness and employing cutting-edge technology and innovative approaches

• Collaborate with the open-source community (PyTorch, vLLM, Hugging Face)

About you

• Master’s degree in Computer Science, Machine Learning, Data Science, or a related field

• Experience contributing to popular open-source libraries such as PyTorch, Tensorflow, JAX, vLLM, Transformers, Llama.cpp, ...

• Passion for contributing to the open-source software ecosystem

• Expert programming skills in Python, PyTorch, MLOps

• Adaptable, proactive, and autonomous

• Attention to detail and a drive to go the last mile to build almost perfect tools

• Deep understanding of machine learning approaches, especially LLMs and algorithms

• Low-ego, collaborative and have a real team player mindset

Now, it would be ideal if you have:

• Experience with training and fine-tuning large language models (e.g., distillation, supervised fine-tuning, policy optimization)

• Experience working with Slurm

• Worked with research teams before

• Experience as a core-maintainer of a popular ML open-source library

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Skills & Tags

python go machine learning ai data product design marketing

Aplyr's read

Mistral AI is at the forefront of AI innovation, attracting talent keen on advancing natural language processing and machine understanding.
Synthesized from recent postings & public sources

What's promising

•Mistral AI focuses on cutting-edge natural language processing technology.
•The company has a diverse range of roles, indicating growth and expansion.
•Mistral AI's work aims to improve automation across various industries.

What to watch

•Limited public information about the company's financial stability.
•Potentially high competition in the AI sector could impact market share.
•Rapid technological changes may require constant adaptation and learning.

Why Mistral AI

•Mistral AI specializes in enhancing machine understanding of human language.
•The company hires globally, indicating a commitment to diverse perspectives.
•Mistral AI's focus on natural language processing sets it apart in the AI field.

Aplyr’s read is generated by AI from public sources. Was it useful?

About Mistral AI

Mistral AI

mistral.ai

View company

Mistral AI is an innovative company focused on developing advanced AI models and solutions, particularly in the realm of natural language processing. Their work aims to enhance machine understanding and generation of human language, impacting various industries by improving automation and efficiency.