Data Science Solutions Expert

3 days ago


kakinada, India beBeeMachineLearning Full time

Job OpportunityNyuway is a generative AI security platform that helps enterprises adopt AI responsibly.We protect AI workflows from data exposure, mitigate prompt vulnerabilities, and enforce compliance policy in real time. Our mission is to provide cutting-edge technology solutions for businesses looking to stay ahead of the curve.Key Responsibilities:We are seeking a skilled Machine Learning Engineer to build production-grade services using Python/FastAPI with low latency, reliability, and observability.The successful candidate will be responsible for training, fine-tuning, and evaluating ML models for classification, ranking, and anomaly detection; improving accuracy with solid feature engineering and error analysis.They will also profile and optimize inference (CPU/GPU), use batching/quantization/ONNX where useful, and keep latency within SLOs (p50/p95).The Machine Learning Engineer will build robust data/ML pipelines for training and inference (Python + SQL), with versioned datasets, deterministic preprocessing, and schema validation.Design fair comparisons, select metrics (AUC/F1/PR-AUC/MAE), run ablations, and document decisions; automate tracking with MLflow/W&B (or similar).Packaging and shipping models/services using Docker and FastAPI; adding health checks, logging/metrics, and CI/CD (GitHub Actions/Jenkins) will also be part of their duties.Set up drift/performance monitoring, alerting, and shadow→enforce rollouts with safe rollback paths.Partner with backend/product teams to integrate models; write clear READMEs, design notes, and runbooks.


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