Machine Learning Engineer

1 week ago

Baddi, India Nyuway Full time

About Nyuway: Nyuway 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. Role Description Location: India (Work from Anywhere) Employment Type: Full-time, Remote Experience Level: 2–3 Years Early Joiners who can join in less than 1 week are preferred Key Responsibilities Build production-grade services in the request/response path using Python/FastAPI with low latency, reliability, and observability. 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 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 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. Required Qualifications 2–3 years of experience in Data Science, Applied ML, or LLM-based product development. Proficient in Python and comfortable writing SQL for data exploration or tagging workflows. Solid understanding of NLP concepts (Transformers, Attention, Tokenization, Fine-tuning). Hands-on experience with LLM APIs (OpenAI, Anthropic, etc.), LangChain, and vector databases (FAISS, Pinecone, Chroma). Exposure to evaluation and red-teaming of LLMs for safety or robustness. Basic familiarity with Streamlit, Dash, or simple HTML/JS for building internal tools. (Preferred) Experience deploying ML systems using Docker, FastAPI, or CI/CD pipelines in a startup or research setting. How to Apply Send your resume and a brief note on why you want to join Nyuway to or apply via LinkedIn Jobs.

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