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トレンド企業

トレンド企業

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求人Cohere

Staff Research Engineer, Model Efficiency

Cohere

Staff Research Engineer, Model Efficiency

Cohere

New York

·

On-site

·

Full-time

·

1mo ago

福利厚生

Healthcare

Mental Health

Parental Leave

Remote Work

Meals

Learning

Home Office

Commuter

必須スキル

Machine Learning

LLM optimization

Model efficiency

Software engineering

Research

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?

Large Language Models (LLMs) continue to push the boundaries of what AI systems can do — but inference is still the bottleneck. The Model Efficiency team is responsible for pushing the limits of LLM inference efficiency across our foundation models. We explore and ship breakthroughs across the model execution stack, including:

  • model architecture and MoE routing optimization

  • decoding and inference-time algorithm improvements

  • software/hardware co-design for GPU acceleration

  • performance optimization without compromising model quality

Please Note: We have offices in Toronto, Montreal, San Francisco, New York, Paris, Seoul and London. We embrace a remote-friendly environment, and as part of this approach, we strategically distribute teams based on interests, expertise, and time zones to promote collaboration and flexibility. You'll find the Model Efficiency team concentrated in the EST and PST time zones, these are our preferred locations.

As a Staff Research Engineer, you will develop, prototype, and deploy techniques that materially improve how fast and efficiently our models run in production.

You may be a good fit for the model efficiency team if you:

  • Have a Ph

D in Machine Learning or a related field:

  • Understand LLM architecture, and how to optimize LLM inference given resource constraints

  • Have significant experience with one or more techniques that enhance model efficiency

  • Strong software engineering skills

  • An appetite to work in a fast-paced high-ambiguity start-up environment

  • Publications at top-tier conferences and venues (ICLR, ACL, NeurIPS)

  • Passion to mentor others

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 https://docs.google.com/forms/d/12a6IrLdF3kI2nonKSr4tiFuz18rLQbaeYV-JM9L4o9Q/edit, 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!)

総閲覧数

1

応募クリック数

0

模擬応募者数

0

スクラップ

0

Cohereについて

Cohere

Cohere

Series C

Cohere Inc. is an American-Canada-based international technology company focused on artificial intelligence. Cohere specializes in large language models and AI products for regulated industries, particularly the finance, healthcare, manufacturing, and energy fields, as well as the public sector.

201-500

従業員数

Toronto

本社所在地

$2.2B

企業価値

レビュー

2.4

3件のレビュー

ワークライフバランス

2.0

報酬

3.0

企業文化

1.5

キャリア

2.5

経営陣

1.2

15%

友人に勧める

良い点

Comprehensive and challenging assessment process

Well-known company in the industry

Initially appeared as attractive opportunity

改善点

Unprofessional hiring managers

Toxic work environment

Poor management and leadership

給与レンジ

13件のデータ

Junior/L3

L2

L3

L4

L5

L6

M3

M4

M5

M6

Mid/L4

Senior/L5

Junior/L3 · Data Analyst, Data Management

1件のレポート

$117,173

年収総額

基本給

$90,100

ストック

-

ボーナス

-

$117,173

$117,173

面接体験

1件の面接

難易度

4.0

/ 5

期間

14-28週間

体験

ポジティブ 0%

普通 0%

ネガティブ 100%

面接プロセス

1

Application Review

2

Take Home Assessment

3

Technical Interview

4

Team Interview

5

Offer

よくある質問

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

System Design