If you’re passionate about building magical things and enjoy working with large scale generative deep learning, Luma is the place to be! We are doing groundbreaking research and bringing latest advances in the field directly to users as delightful products.
You will work with some of the best researchers and engineers on never-before-solved problems. As an experienced data practitioner, your primary focus will be collaborating closely with the AI and product teams. Your role will encompass various responsibilities, including the collection of training data, building processing pipelines to make it ready for training, and collaborating 1-1 with researchers to help them.
Your expertise should encompass the construction of extensive data processing pipelines. While possessing expertise in ML is not mandatory, familiarity with Machine Learning and NLP, coupled with a willingness to expand your knowledge on the job, is crucial. Demonstrating a proven ability to adapt to new domains and a passion for leveraging data to improve products are strong indicators of success in this position.
Startup Mindset
- Value velocity and execution.
- Communicate clearly.
-
Focus on building what will matter to users and the product.
- Be resourceful at finding creative ways to overcome challenges.
Experience
- At least 5 years of industry experience supporting the infrastructure within a ML environment
- Experience with deploying deep learning models at low latency.
- Experience working with and building for distributed systems.
- Experience in Python, PyTorch, SQL/NoSQL databases, cloud providers like AWS or GCP or similar, Docker.
- Proficiency in gathering, handling, and processing large datasets and building pipelines
What you will do:
- Enable researchers to launch many experiments across 100s of GPUs loading and processing 100s of TBs of data used for model training.
- Ensure that research code is properly packaged, tested and can be easily deployed to production.
- Build new APIs and CI/CD pipelines.
Why Join Luma?
- In any role here, you will work with people experts in their field, and learn a *lot*
- We build. We ship. Your work will matter to people.
- We are building a very widely usable product, and you’ll get to work on equally wide variety of challenging problems.
- We have fantastic traction from early customers, whom you’ll get to work directly with.
- We have backing of some of the best VCs in Silicon Valley, and Angels from across the industry.
Benefits
- Equity grant to reflect the incredible value you will bring to Luma, with annual refreshes.
- Excellent salary and benefits.
- Full health, dental, and vision coverage.
- Latest and greatest gear.
- Stipends towards wellness, house cleaner, and phone/internet.
- Unlimited paid time off with 12 days minimum.
- Unlimited sick days.
