ML Ops Developer

Tata Consultancy Services Limited; Hinoba-an; On-site; PHP 789,000 - 1,577,000; Full time

Job summary

Tata Consultancy Services Limited is seeking an AI ML Developer to build, deploy, and manage scalable ML pipelines and production-ready models. You will work with data scientists and engineers to operationalize ML solutions across diverse business use cases.

You will develop CI/CD workflows for model training, testing, deployment, and monitoring, while implementing model monitoring and drift detection to ensure performance and reliability.

Qualifications

• Proficient in Python, SQL and scripting for automation.
• Experience with ML frameworks TensorFlow, PyTorch, Scikit-learn.
• Experience with cloud platforms (Azure/AWS/GCP) and model deployment.
• Data engineering tools like Spark, Databricks, Airflow.
• Knowledge of model registry, feature store and experiment tracking (MLflow).
• Experience with IaC tools (Terraform, ARM, CloudFormation).

Responsibilities

• Build, deploy, and manage scalable ML pipelines and production ML models.
• Develop and maintain CI/CD workflows to automate model training, testing, deployment, and monitoring.
• Collaborate with data scientists and engineers to operationalize ML solutions across business use cases.
• Implement model monitoring, drift detection, retraining strategies, and performance optimization.

Skills

Python

SQL

scripting automation

ML frameworks

Cloud platforms

Model deployment

Data engineering tools

Model Registry/MLflow

Infrastructure as Code

Education

BE/BTech/MTech/MCA/BCA/BSc/Diploma/Masters

15 years of full-time education

Tools

TensorFlow

PyTorch

Scikit-learn

Azure

AWS

GCP

Spark

Databricks

Airflow

MLflow

Terraform

CloudFormation

Job description

At TCS, AI is not just transforming technology—it is redefining how businesses create value and how people work. Join a future-ready workforce that combines human ingenuity with AI to solve complex challenges, drive innovation at scale, and create meaningful impact for some of the world’s leading organizations.Title Description for Opportunity :

Role Name: AI ML Developer

Responsibilities:

• Build, deploy, and manage scalable ML pipelines and production-ready machine learning models.
• Develop and maintain CI/CD workflows to automate model training, testing, deployment, and monitoring.
• Collaborate with Data Scientists and Engineers to operationalize ML solutions across business use cases.
• Implement model monitoring, drift detection, retraining strategies, and performance optimization. .

Must Have Skills:

• Python, SQL, and scripting automation
• ML frameworks: TensorFlow, PyTorch, Scikit-learn
• Cloud platforms: Azure, AWS, or GCP
• Model deployment, monitoring, and performance optimization
• Data Engineering tools (Spark, Databricks, Airflow)
• Model Registry, Feature Store, and Experiment Tracking (MLflow)
• Infrastructure as Code (Terraform, ARM, CloudFormation)

Walk-in Drive Locations - Bengaluru, Chennai, Hyderabad, Kolkata and Pune.

• Experience Range: 4 to 15 years
• Qualifications: Any Technical Degree(BE/B,Tech/M.tech/MCA/BCA/BSC/Diploma/Masters)
• 15 years of full-time education.
• Good communication and interpersonal skills.

Documents required for interview:

• TCS Online Application Form
• Resume
• Govt. Photo ID Proof (Passport / Driving License / Aadhar Card / PAN Card)