Model & Inference Developer Experience :-4-8 Year Locations :-Mumbai Required Skills Python ML Engineers... Strong experience in Python Hands-on experience with ML/DL frameworks (PyTorch, TensorFlow, ONNX, etc.) Experience in model serving...
/inference lifecycles, and optimization of model execution Our inclusive culture empowers Amazonians to deliver the..., and operational excellence - Experience with Machine Learning and Large Language Model fundamentals, including architecture, training...
systems and pipelines, from data ingestion to model deployment and monitoring. Develop and optimize algorithms and models... for model versioning, continuous integration/continuous deployment (CI/CD) of ML models, monitoring, and retraining. Deploy...
and escalation paths. Automate health checks and synthetic transactions for critical user journeys and model inference paths... with LLMOps/MLOps concepts, model deployment, inference monitoring, and model drift detection. Platform Upgrades: Experience...
developer tools including profilers, debuggers, model converters, and bench marking suites Optimize model deployment workflows... Create automated testing frameworks for model accuracy and performance validation Collaborate with ML researchers to bridge...
), low‑code apps/flows, and microservices on AWS & Azure. Establish architectural guardrails for data privacy, model usage... inference, caching, throttling, and resiliency patterns. 4. 3) Low‑Code Platform Architecture (Power Platform) Define...
; champion reproducibility (MLflow/DVC) and model registries. LLM & RAG Engineering Lead LLM fine‑tuning/evaluation... Python-hosted model endpoints via REST/gRPC. Optimize embeddings, chunking, retrieval/ranking for latency, precision...
apps, CI/CD, AI inference pipelines, and cloud provisioning. DevOps, Infra Automation & Governance • Implement IaC using... and integrate GenAI and LLM-based features into enterprise applications. • Build inference pipelines, embeddings workflows, prompt...