ML-Ops
Mumbai, Maharashtra, India
INR 2500K-4800K (estimate) Senior-level Full Time
Tasks
- Add regression tests
- Apply parallelism and concurrency
- Benchmark latency and throughput
- Build and maintain REST APIs
- Collaborate with product data QA to prioritize improvements
- Deploy models to services
- Ensure unit and integration test coverage
- Implement type hints
- Maintain documentation
- Maintain production algorithms
- Meet SLAs
- Profile and optimize code
- Right size compute costs
- Set up CI/CD pipelines
- Triage and fix bugs
Perks/Benefits
Skills/Tech-stack
Asyncio | Benchmarking | CI/CD | CProfile | Django | Django REST | Django REST Framework | FastAPI | Git | Integration Testing | Line-profiler | Memory Profiler | Multiprocessing | NumPy | Pandas | Parallel processing | Profiling | Py-spy | Pytest | Python | REST API | REST Framework | Scikit-learn | Threading | Type Hints | Unit Testing
Education
N/A
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