Machine Learning Engineer

2 days ago

Bhavnagar, India ValueLabs Full time

Role Overview:We are looking for an experiencedMLOps Engineerwho will bridgeAI/ML model development with production deployment and monitoring , ensuring models are scalable, reliable, and performant in production environments.Key Responsibilities:Build and manageMLOps pipelinesfor AI/ML models (segmentation, Next Best Action, recommendations). Deploy and monitor models acrossDev/SIT/PROD environments . Implementmodel versioning, drift detection, and retraining workflows . Optimizemodel inference performancefor low-latency responses. Collaborate with infrastructure teams to ensurehardware and cloud readiness for GenAI . Establishobservability and loggingfor model behavior and system performance.Required Skills:7–10 yearsof experience in MLOps or related roles. Strong knowledge ofML lifecycle management ,CI/CD for ML , andmodel deployment frameworks(e.g., MLflow, Kubeflow, Airflow). Expertise inPython ,Docker , andKubernetes . Experience withcloud platforms(AWS/Azure/GCP) and GPU-based infrastructure. Familiarity withmonitoring tools(Prometheus, Grafana) andlogging systems . Understanding ofmodel drift detectionandretraining strategies . Good to Have: Exposure toGenAI model deployment . Experience withdata pipelinesandfeature stores .

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