Staff Engineer - Machine Learning
Core
Architecting and deploying robust ML APIs and pipelines to serve millions of requests with ultra-low latency, bridging Data Science research and product-ready implementation.
Role type
Staff Machine Learning Engineer (Infrastructure & MLOps)
Builds
Massive-scale ML APIs, automated deployment pipelines, and production-grade model systems
Domain
Enterprise SaaS / Machine Learning Infrastructure
Deliverable
production ML models
Required skills
Python, Java, PyTorch, TensorFlow, TFServing, Distributed System Design, MLOps, Cloud Infrastructure (AWS) (via careerplan.io/jobs/744000152701997-staff-engineer-machine-learning-at-freshworks)
Preferred skills
None stated
Technologies
AWS, PyTorch, TensorFlow, TFServing, Java, Python
Responsibilities
Architect end-to-end scalable ML pipelines; Translate theoretical models into high-performance production code; Design and deploy low-latency ML API services; Build monitoring capabilities for model drift and system health; Lead POC initiatives for complex business challenges; Own full lifecycle of feature delivery from requirements to deployment
Seniority
Staff, strategic technical anchor & hands-on IC
