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Staff Engineer - Machine Learning

Freshworks·Bengaluru

Pay not stated9–16 yrsFull-timeHybrid

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About the role

As a Staff Machine Learning Engineer, you will serve as the critical architectural bridge between cutting-edge Data Science research and massive-scale, product-ready implementation. You will move beyond standard feature delivery to define the technical vision and infrastructure that brings sophisticated algorithms to life.

What you'll do

  • End-to-End Pipeline Architecture: Architect, build, and manage comprehensive, highly scalable ML pipelines covering data pre-processing, model generation
  • High-Performance Service Delivery: Design, develop, and deploy highly extensible ML API services rigorously optimized for low latency and massive scalability
  • Operational Intelligence & Observability: Devise and build advanced monitoring capabilities to track both engineering system health and ML model performance metrics…
  • Strategic Innovation & Architecture: Architect solutions from scratch, leading Proof of Concept (POC) initiatives across various tech stacks to validate optimal…
  • Technical Leadership & Execution: Own the full lifecycle of feature delivery autonomously—from requirement gathering with product stakeholders to final deployment—while…

What you need

  • 9–16 yrs of experience
  • Machine learning
  • Python
  • MLOps
  • Deep learning
  • TensorFlow
  • PyTorch
  • B.Tech or B.E. or B.Sc or BCA or M.Tech or MCA or M.Sc

Good to have

  • AWS
  • Data structures
  • System design
  • Java
  • Business analysis

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