ML Ops Engineer

2 weeks ago

India People Prime Worldwide Full time

About Company : Our client is a trusted global innovator of IT and business services. They help clients transform through consulting, industry solutions, business process services, digital & IT modernization and managed services. Our client enables them, as well as society, to move confidently into the digital future. We are committed to our clients’ long-term success and combine global reach with local client attention to serve them in over 50 countries around the globe. Job Title: ML Ops Engineer Location: Pan India Experience: 8+ yrs. Job Type : Contract to hire. Notice Period:- Immediate joiners. Mandatory Skills: Top 3 skills which is mandatory • The primary tool stack we are looking for is GitHub CI/CD and GitHub actions, AWS Sage maker, CloudFormation, AWS IAM. • Experience in building infra on AWS from scratch. • High level Knowledge on how ML models work, model monitoring, model management • 5+ years of experience as MLOps engineer • Programming and scripting: Python is essential, along with SQL and potentially others like Java • Machine learning: A strong understanding of ML algorithms, data preprocessing, feature engineering, and model evaluation is required. • Familiarity with frameworks like TensorFlow and PyTorch is also beneficial. • DevOps and CI/CD: Experience with Continuous Integration/Continuous Delivery (CI/CD) pipelines is crucial for automating the ML workflow. • Containerization and orchestration: Proficiency with Docker and Kubernetes is standard for packaging and deploying models. • Cloud platforms: Experience with AWS for deployment and management. • Infrastructure-as-Code (IaC): Knowledge of tools like Terraform or CloudFormation might be often required."

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