ML Platform Engineer

Parsippany, NJ R

USD 100K-150K Senior-level Full Time

@ B...

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Found 1d ago

Tasks

Build autoscaling and capacity management
Collaborate on model releases and rollouts
Design model serving platforms
Develop deployment workflows with canary releases and rollback
Document operational procedures and tuning guidance
Drive end-to-end observability
Implement caching and response reuse
Implement routing rate limiting and quality of service
Implement security controls for serving
Integrate model serving with API gateways identity and observability
Operate incident response for high availability AI services
Optimize inference performance
Translate AI serving research into production
Tune GPU utilization and memory management

Perks/Benefits

Skills/Tech-stack

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ML Platform Engineer

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