AI Security Expert

1 week ago

dindigul, India beBeeMachineLearning Full time

About Our AI Security RoleNyuway is a leading generative AI security platform that helps enterprises adopt AI responsibly.Location: India (Work from Anywhere)Employment Type: Full-time, RemoteExperience Level: 2–3 YearsAs a Machine Learning Engineer at our company, you will design and develop production-grade services in the request/response path using Python/FastAPI with low latency, reliability, and observability. Your key responsibilities will include:Model Development: Train, fine-tune, and evaluate ML models for classification, ranking, and anomaly detection; improve accuracy with solid feature engineering and error analysis.Efficiency & Reliability: Profile and optimize inference (CPU/GPU), use batching/quantization/ONNX where useful, and keep latency within Service Level Objectives (SLOs) (p50/p95).Pipelines & Data: Build robust data/ML pipelines for training and inference (Python + SQL), with versioned datasets, deterministic preprocessing, and schema validation.Experimentation: Design fair comparisons, select metrics (AUC/F1/PR-AUC/MAE), run ablations, and document decisions; automate tracking with MLflow/W&B (or similar).MLOps: Package and ship models/services using Docker and FastAPI; add health checks, logging/metrics, and Continuous Integration/Continuous Deployment (CI/CD) (GitHub Actions/Jenkins).Monitoring: Set up drift/performance monitoring, alerting, and shadow→enforce rollouts with safe rollback paths.Collaboration & Docs: Partner with backend/product teams to integrate models; write clear READMEs, design notes, and runbooks.

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