Aabasoft - Data Scientist

5 days ago

Kochi, India Aabasoft Full time

Description:Data Scientist:- Hands-on Data Scientist with strong Python and backend skills to maintain and improve production algorithms.- The focus is on performance optimization, parallel processing, bug fixing, and building/maintaining REST APIs (Django/FastAPI).- ML/DL is applied pragmatically; GCP is a Maintain and improve production algorithms; triage and fix bugs; add regression tests- Profile and optimize code (CPU/memory/I/O); apply parallelism/concurrency where relevant- Design and maintain REST APIs (Django/DRF or FastAPI) for model/algorithm services- Test for efficiency and scalability; benchmark latency/throughput; right-size costs- Ensure high code quality: unit/integration tests, type hints, CI/CD, documentation- Collaborate with product/data/QA to prioritize improvements and meet SLAs- 6-8 years in data science/software roles with production-grade Python- Strong Python expertise (pandas, NumPy), profiling tools (cProfile, line_profiler, memory_profiler, py-spy)- Parallel/concurrent processing (multiprocessing, threading, asyncio) and performance tuning- REST API development with Django/DRF or FastAPI (auth, error handling, pagination)- ML fundamentals with scikit-learn; experience deploying models to services- Testing/quality: pytest/unit test, CI/CD, Git workflows; clear communication and documentationWhat we Expect from you?:- Knowledge in scikit-learn ,PyTorch or TensorFlow; experiment tracking (MLflow/W&B)- GCP (Cloud Run/GKE, BigQuery, GCS), Docker/Kubernetes, Cloud Build/GitHub Actions- Observability: OpenTelemetry, GCP Monitoring/Logging; Sentry (ref:iimjobs.com)

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