Member of Technical Staff, Training Infra Engineer

Cohere; Paris; À distance; EUR 70 000 - 100 000; Plein temps

Résumé du poste

A cutting-edge AI company in Paris is seeking a Member of Technical Staff to design and implement high-performance software for model training. The ideal candidate will have strong software engineering skills and proficiency in Python, alongside experience with distributed training infrastructure. Cohere offers a remote-flexible environment and attractive perks including a generous vacation policy and health benefits.

Prestations

Inclusive culture

Weekly lunch stipend

Full health and dental benefits

6 weeks of vacation

Qualifications

• Extremely strong software engineering skills.
• Proficiency in Python and related ML frameworks.
• Experience with distributed training infrastructures.
• Hands-on experience with large model training.

Responsabilités

• Design and write high-performance software for training.
• Improve training setup from infrastructure standpoint.
• Craft tools to speed up training cycles.
• Experiment with ideas on supercompute and data infrastructure.

Connaissances

Software engineering skills

Python proficiency

Experience with Kubernetes

Experience with distributed training

Large model training experience

Outils

JAX

Pytorch

Ray

Description du poste

Who are we?

Our mission is to scale intelligence to serve humanity. We’re training and deploying frontier models for developers and enterprises who are building AI systems to power magical experiences like content generation, semantic search, RAG, and agents. We believe that our work is instrumental to the widespread adoption of AI.

We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. We like to work hard and move fast to do what’s best for our customers.

Cohere is a team of researchers, engineers, designers, and more, who are passionate about their craft. Each person is one of the best in the world at what they do. We believe that a diverse range of perspectives is a requirement for building great products.

Join us on our mission and shape the future!

Why this role?

Contribute in and provide strong support for model training pipelines, ship state of the art models to production, and bridge the gap between research and production. We have one of the highest ratio of compute to engineers in the world. We do not delineate strongly between engineering and research. Everyone will contribute to writing production code and supporting our research effort depending on individual interest and organizational needs. We have all the compute, data, and talent available for you to do your best work.

Please Note: We have offices in London, Paris, Toronto, San Francisco and New York but also embrace being remote-friendly! There are no restrictions on where you can be located for this role.

As a Member of Technical Staff, you will:

• Design and write high-performance and scalable software for training.
• Improve our training setup from an infrastructure and codebase performance standpoint.
• Craft and implement tools to speed up our training cycles and improve the overall efficacy of our training infrastructure.
• Research, implement, and experiment with ideas on our supercompute and data infrastructure.
• Learn from and work with the best researchers in the field.

You may be a good fit if you have:

• Extremely strong software engineering skills.
• Proficiency in Python and related ML frameworks such as JAX, Pytorch and XLA/MLIR.
• Experience with distributed training infrastructures (Kubernetes, Slurm) and associated frameworks (Ray)
• Experience using large-scale distributed training strategies.
• Hands on experience on training large model at scale and having contributed to the tooling and/or setup of the training infrastructure.
• Bonus: paper at top-tier venues (such as NeurIPS, ICML, ICLR, AIStats, MLSys, JMLR, AAAI, Nature, COLING, ACL, EMNLP).

If some of the above doesn’t line up perfectly with your experience, we still encourage you to apply!

We value and celebrate diversity and strive to create an inclusive work environment for all. We welcome applicants from all backgrounds and are committed to providing equal opportunities. Should you require any accommodations during the recruitment process, please submit an Accommodations Request Form, and we will work together to meet your needs.

Full-Time Employees at Cohere enjoy these Perks:

• An open and inclusive culture and work environment
• Work closely with a team on the cutting edge of AI research
• Weekly lunch stipend, in-office lunches & snacks
• Full health and dental benefits, including a separate budget to take care of your mental health
• 100% Parental Leave top-up for up to 6 months
• Personal enrichment benefits towards arts and culture, fitness and well-being, quality time, and workspace improvement
• Remote-flexible, offices in Toronto, New York, San Francisco, London and Paris, as well as a co-working stipend
• ✈️ 6 weeks of vacation (30 working days!)