Scale AI
The Data Platform for AI: High quality training and validation data for AI applications.
Computer Vision • Data Annotation • Sensor Fusion • Machine Learning • Autonomous Driving
201 - 500
AI Infrastructure Engineer
July 9
🏢 In-office - Manhattan
Scale AI
The Data Platform for AI: High quality training and validation data for AI applications.
Computer Vision • Data Annotation • Sensor Fusion • Machine Learning • Autonomous Driving
201 - 500
Description
• Build highly available, observable, performant, and cost-effective APIs for model training • Participate in our team’s on call process to ensure the availability of our services • Own projects end-to-end, from requirements, scoping, design, to implementation, in a highly collaborative and cross-functional environment • Exercise good taste in building systems and tools and know when to make build vs. buy tradeoffs, with an eye for cost efficiency
Requirements
• 4+ years of experience building machine learning training pipelines or inference services in a production setting • Experience with distributed training techniques such as DeepSpeed, FSDP, etc. • Experience building, deploying, and monitoring complex microservice architectures • Experience with Python, Docker, Kubernetes, and Infrastructure as code (e.g. terraform)
Benefits
• Comprehensive health, dental and vision coverage • Retirement benefits • Learning and development stipend • Generous PTO • Commuter stipend
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