MLOPs Engineer
Tech Mahindra LimitedThis job is no longer accepting applications
Job Description
- Design, develop, and maintain automated pipelines for input data ingestion and output model deployment to SAT environments.
- Collaborate with data engineering and AI/ML teams to ensure seamless integration of data and models across environments.
- Build CI/CD workflows for ML model lifecycle management using Azure Services.
- Ensure traceability, versioning, and reproducibility of datasets and models.
- Monitor pipeline performance, implement logging and alerting, and troubleshoot issues proactively.
- Maintain compliance with data governance, security, and operational standards.
- Document pipeline architecture, workflows, and operational procedures.
- Strong hands-on experience with Azure services
- Proficiency in Terraform for infrastructure provisioning and automation.
- Experience with containerization (Docker) and orchestration (ECS, EKS).
- Solid understanding of CI/CD practices for ML workflows.
- Proficient in Python and scripting for automation and integration tasks.
- Familiarity with SAT processes and model validation workflows.
- Experience with Generative AI model deployment and lifecycle.
- Knowledge of ML metadata tracking tools (
- Exposure to data versioning tools (e.g., DVC).
- Familiarity with security and compliance frameworks in cloud environments.
More Info
Key Skills
About Company
Tech Mahindra is part of the US $15.4 billion Mahindra Group and is a leading global systems integrator and business transformation consulting organization, focused primarily on the telecommunications industry. Tech Mahindra helps companies innovate and transform by leveraging its unique insights, differentiated services and flexible partnering models. This has helped customers reduce operating costs, generate new revenue streams and gain competitive advantage. Tech Mahindra expanded its IT portfolio in 2009 by acquiring the leading global business and information technology services company, Mahindra Satyam (earlier known as Satyam Computer Services).
Tech Mahindra's capabilities spread across a broad spectrum, including Business Support Systems (BSS), Operations Support Systems (OSS), Network Design & Engineering, Next Generation Networks, Mobility Solutions, Security consulting and Testing.
Tech Mahindra's solutions portfolio includes Consulting, Application Development & Management, Network Services, Solution Integration, Product Engineering, Infrastructure Managed Services, Remote Infrastructure Management and BSG (comprises BPO, Services and Consulting).
With an array of service offerings for TSPs, TEMs and ISVs, Tech Mahindra is a chosen transformation partner for several leading wireline, wireless and broadband operators in Europe, Asia-Pacific and North America.
Tech Mahindra has successfully implemented more than 16 Greenfield Operations globally and has over 130 active customer engagements mostly in the Telecom sector. The company has been involved in about 8 transformation programs of incumbent telecom operators.
Tech Mahindra has a global footprint through operations in more than 31 countries with 17 sales offices and 15 delivery centers. Assessed at SEI CMMi Level 5, Tech Mahindra's track record for value delivery is supported by over 40,500 professionals who provide a unique blend of culture, domain expertise and in depth technology skill sets. Its development centers are ISO 9001:2008 & BS7799 certified.
