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Applied ML Engineer - Inference
Lambda
Active - posted 4 days ago
Job Description
Key Responsibilities:
- Work on our Inference service, helping us to develop our large-scale platform for running new, cutting-edge models across tens of thousands of GPUs
- Work with both existing, open-source inference platforms and engines (such as vLLM, sglang, and Dynamo) and also developing new, Lambda-specific components
- Work with the software and system reliability engineers on our Inference team to take cutting-edge concepts from theory to ultra-reliable production environments
- Work with our Machine Learning team to bring across research concepts and help develop exciting new offerings and products.
- Adapt to new models and architectures and help keep Lambda at the forefront of this rapidly-changing part of the industry
- Help us build a high-throughput, low-latency, all-modes inference system running at globally-distributed scale
Requirements:
- 6+ years experience in software engineering, including at least some experience running public, production systems.
- 3+ years experience with machine learning, especially of running inference against models at scale (experience in other areas, such as training, is also valuable)
- Deep familiarity with current popular machine learning models and paradigms, including large language models, diffusion models, and mixture-of-experts architectures.
- Strong Python programming skills, and experience with either Go or Rust.
- A strong desire to rapidly take concepts from theory into production
Nice to Have:
- Have published papers in relevant machine learning fields
- Have presented talks or posters at machine learning conferences
- Hands-on experience with running live, streaming inference at scale
About Lambda
- Founded in 2012, ~350 employees (2024) and growing fast
- We offer generous cash & equity compensation
- Our investors include Andra Capital, SGW, Andrej Karpathy, ARK Invest, Fincadia Advisors, G Squared, In-Q-Tel (IQT), KHK & Partners, NVIDIA, Pegatron, Supermicro, Wistron, Wiwynn, US Innovative Technology, Gradient Ventures, Mercato Partners, SVB, 1517, Crescent Cove.
- We are experiencing extremely high demand for our systems, with quarter over quarter, year over year profitability
- Our research papers have been accepted into top machine learning and graphics conferences, including NeurIPS, ICCV, SIGGRAPH, and TOG
- Health, dental, and vision coverage for you and your dependents
- Commuter/Work from home stipends for select roles
- 401k Plan with 2% company match (USA employees)
- Flexible Paid Time Off Plan that we all actually use
A Final Note
You do not need to match all of the listed expectations to apply for this position. We are committed to building a team with a variety of backgrounds, experiences, and skills.
Equal Opportunity Employer
Lambda is an Equal Opportunity employer. Applicants are considered without regard to race, color, religion, creed, national origin, age, sex, gender, marital status, sexual orientation and identity, genetic information, veteran status, citizenship, or any other factors prohibited by local, state, or federal law.