Staff Engineer - Machine Learning
BengaluruFull-timeHybrid9–16 yrsPosted 3 weeks ago
Leadership data science role at Freshworks in Bengaluru. Needs 9+ years and a B.Tech, B.E. or B.Sc. Hybrid.
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
- Machine learning
- Python
- MLOps
- Deep learning
- TensorFlow
- PyTorch
Good to have
- AWS
- Data structures
- System design
- Java
- Business analysis