ML Platform Engineer

Jersey City, NJ R

USD 100K-150K Senior-level Full Time

@ B...

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Found 23h ago

Tasks

Build autoscaling and capacity management
Collaborate with ML and product teams for model releases
Design model serving platforms
Develop deployment workflows canary releases shadow testing automated rollback
Document operational procedures and performance characteristics
Drive end-to-end observability
Implement caching prompt deduplication response reuse
Implement routing rate limiting quality of service
Implement security controls request signing content filtering abuse detection
Integrate model serving with API gateways identity systems observability platforms
Operate incident response for high availability AI services
Optimize inference performance
Support production rollout of AI serving improvements
Tune GPU utilization and memory management

Perks/Benefits

Skills/Tech-stack

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ML Platform Engineer

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