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Manager

Manager

EXL

0 years

0 Lacs

gurugram haryana india

Posted:1 day ago| Platform:

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Skills Required

ml aws sagemaker gcp vertex ai github jenkins docker kubernetes terraform model mlflow data personalization python tensorflow pytorch airflow spark sql testing design inference

Work Mode

On-site

Job Type

Full Time

Job Description

Prior ~2+ ;years of experience working with ML Ops & DS Responsibilities & Skills: Deploy, monitor, and scale ML models on AWS ;(SageMaker, ;EKS, ;Lambda) or GCP ;(Vertex ;AI, ;GKE, ;Cloud ;Functions). Build and maintain CI/CD ;pipelines for ML workflows using GitHub ;Actions ;/ ;Jenkins ;/ ;cloud-native ;tools. Containerize and orchestrate workloads with Docker ;& ;Kubernetes; manage infra via Terraform/CloudFormation. Implement model ;registries, ;feature ;stores, ;and ;observability using MLflow, ;Feast, ;Prometheus/Grafana. Collaborate with data scientists to operationalize ML models for personalization, ;recommendations, ;NLP. Proficient in Python, ;ML ;frameworks ;(Scikit-learn, ;TensorFlow, ;PyTorch) ;and ;data ;pipelines ;(Airflow, ;Spark, ;SQL). Bonus: experience with real-time ;ML ;serving, ;A/B ;testing, ;or ;media/recommender ;systems.Nice-to-Have: Experience with subscription, ;media, ;or ;recommender ;systems. Knowledge of experiment ;design ;& ;causal ;inference. Exposure to real-time ;ML ;serving (KFServing, Seldon, Ray Serve). Education: ;Btech /Mtech

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