Aabasoft - Data Scientist

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 plus.

Requirements:

- 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 documentation

What 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