Senior Software Engineer-I, Machine Learning
Sumo Logic
- Noida, Uttar Pradesh
- Permanent
- Full-time
- Identifying and validating opportunities for the application of ML or data-driven techniques
- Assessing requirements and approaches for large-scale data and ML platform components
- Driving technical delivery through the full feature lifecycle, from idea to production and operations
- Collaborating within and beyond the team to identify problems and deliver solutions
- B.Tech / M.Tech in Computer Science or related disciplines
- 4-6 years of industry experience with a proven track record of ownership and delivery
- Experience formulating use cases as ML problems and putting ML models into production
- Solid grounding in core ML concepts and basic statistics
- Experience with software engineering of production-grade services in cloud environments
- Cloud-based application and infrastructure deployment and management
- Common ML libraries (eg, scikit-learn, PyTorch) and components (eg, Airflow, MLFlow)
- Relevant cloud provider services (eg, AWS Sagemaker)
- LLM core concepts, libraries, and application design patterns