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Lead Software Engineer - Machine Learning
Freshworks
Chennai, IND
Full-time
Mid-Senior
Hybrid
Discovered 3 weeks ago
Machine learning engineeringProductionizing machine learning modelsMLOpsML lifecycle managementData pipeline architectureML API and microservice design
Free
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Machine learning engineeringProductionizing machine learning modelsMLOps
Role Overview
Bridge data science research and production engineering by delivering enterprise-scale machine learning implementations.
Build robust ML APIs and data pipelines designed for millions of requests with high efficiency, low latency, and reliability.
Architect ML solutions from scratch and lead cross-functional technical alignment and adoption.
Key Skills for This Role
Machine learning engineeringProductionizing machine learning modelsMLOpsML lifecycle managementData pipeline architectureML API and microservice design
Full Job Posting
Role Overview
Bridge data science research and production engineering by delivering enterprise-scale machine learning implementations.
Build robust ML APIs and data pipelines designed for millions of requests with high efficiency, low latency, and reliability.
Architect ML solutions from scratch and lead cross-functional technical alignment and adoption.
Responsibilities
- Translate complex models and experimental algorithms into production-grade software.
- Design and manage end-to-end ML pipelines for preprocessing, model generation, deployment, validation, and feedback.
- Develop scalable, extensible ML API services optimized for high-traffic, low-latency operation.
- Implement monitoring for engineering efficiency, system health, and model performance.
- Lead technical solution architecture, cross-product collaboration, and organizational alignment.
- Execute proof-of-concept initiatives across diverse technology stacks.
- Own feature delivery from product requirements through deployment and monitoring.
Technical Skills
- Production machine learning engineering and model optimization.
- MLOps and machine learning lifecycle management.
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