Reducto
Machine Learning Infra Engineer
San Francisco Office$150k–$300kfulltimemidAdded 2 days ago
About this role
Reducto is seeking a Machine Learning Infra Engineer to enhance their training and inference frameworks, facilitating efficient document processing at scale. This role involves collaboration with ML and Platform teams to improve model training and deployment, focusing on reliability and performance.
What you'll do
- Build and maintain the training and inference stack.
- Identify bottlenecks through benchmarking.
- Apply state-of-the-art techniques in training and inference.
- Design scalable multi-node training systems.
- Improve the efficiency of GPU cluster workloads.
- Create tools to assist ML engineers in production.
What they're looking for
- Strong Python programming
- Systems engineering background
- Experience with Kubernetes
- Knowledge of distributed training frameworks
- Problem-solving abilities
- Capacity to thrive in fast-paced environments
- Effective collaboration skills
- Ownership in projects
Benefits
- Competitive salary
- Opportunity to work in a growing startup
- Collaborative work environment
- In-person role at the San Francisco office
- Potential for high-impact contributions
- [Unknown]
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