AI/ML Engineer (Python)

Tata Consultancy Services; Bengaluru; On-site; INR 1,200,000 - 2,400,000; Full time

Job summary

Tata Consultancy Services in Bengaluru is seeking an AI/ML Engineer with 5-12 years of experience to design, develop, and deploy AI/ML models and intelligent applications. Strong Python, ML frameworks, and data processing skills are required.

You will collaborate with data engineers and product teams to identify AI use cases, deploy models to production, and ensure governance and security across AI solutions. Experience with Generative AI, LLMs, and RAG is a plus.

Qualifications

• Design, develop, and deploy Machine Learning and AI solutions.
• Build and optimize predictive models using structured and unstructured data.
• Develop AI applications using Python and modern AI/ML frameworks.
• Implement data preprocessing, feature engineering, model training, and evaluation.
• Develop and integrate Generative AI and LLM-based solutions.
• Build Retrieval-Augmented Generation (RAG) applications and AI assistants.
• Collaborate with Data Engineers, Product Teams, and Business Stakeholders to identify AI use cases.
• Deploy models into production environments and monitor model performance.
• Perform model tuning and optimization to improve accuracy and efficiency.
• Ensure AI models meet security, governance, and compliance standards.

Responsibilities

• Design, develop, and deploy Machine Learning and AI solutions.
• Build and optimize predictive models using structured and unstructured data.
• Develop AI applications using Python and modern AI/ML frameworks.
• Implement data preprocessing, feature engineering, model training, and evaluation.
• Develop and integrate Generative AI and LLM-based solutions.
• Build Retrieval-Augmented Generation (RAG) applications and AI assistants.
• Collaborate with Data Engineers, Product Teams, and Business Stakeholders to identify AI use cases.
• Deploy models into production environments and monitor model performance.
• Perform model tuning and optimization to improve accuracy and efficiency.
• Ensure AI models meet security, governance, and compliance standards.

Skills

Python

Machine Learning

Deep Learning

REST API integration

SQL

Model deployment

Feature engineering

Data preprocessing

Education

Bachelor's or Master's in Computer Science / AI / Data Science

Tools

Scikit-learn

TensorFlow

PyTorch

Keras

Pandas

NumPy

Matplotlib

Docker

Kubernetes

LangChain

LangGraph

OpenAI/Azure OpenAI

Pinecone

ChromaDB

FAISS

MLflow

Azure

AWS

GCP

Job description

Role & responsibilities

Experience: 5-12 Years

Location: Bangalore

Employment Type: Full-Time

Preferred candidate profile

We are looking for a talented AI/ML Engineer with strong expertise in Python, Machine Learning, Generative AI, and Artificial Intelligence solutions. The ideal candidate will be responsible for designing, developing, and deploying AI/ML models, building intelligent applications, and integrating AI solutions into business processes to drive innovation and automation.

Key Responsibilities

• Design, develop, and deploy Machine Learning and AI solutions.
• Build and optimize predictive models using structured and unstructured data.
• Develop AI applications using Python and modern AI/ML frameworks.
• Implement data preprocessing, feature engineering, model training, and model evaluation.
• Develop and integrate Generative AI and LLM-based solutions.
• Build Retrieval-Augmented Generation (RAG) applications and AI assistants.
• Collaborate with Data Engineers, Product Teams, and Business Stakeholders to identify AI use cases.
• Deploy models into production environments and monitor model performance.
• Perform model tuning and optimization to improve accuracy and efficiency.
• Ensure AI models meet security, governance, and compliance standards.

Required Skills

• Strong programming skills in Python.
• Experience with Machine Learning, Deep Learning, and AI concepts.
• Hands-on experience with:
• Scikit-learn
• TensorFlow
• PyTorch
• Keras
• Strong understanding of:
• Supervised Learning
• Unsupervised Learning
• Classification
• Regression
• Clustering
• Experience with data manipulation libraries:
• Pandas
• NumPy
• Matplotlib
• Strong SQL skills for data analysis and model development.
• Experience with REST API integration and model deployment.

Preferred Skills

• Generative AI
• Large Language Models (LLMs)
• OpenAI / Azure OpenAI
• LangChain
• LangGraph
• CrewAI
• RAG Frameworks
• Prompt Engineering
• Vector Databases (Pinecone, ChromaDB, FAISS)
• MLOps / LLMOps
• MLflow
• Docker
• Kubernetes
• Cloud Platforms
• Microsoft Azure
• AWS
• Google Cloud Platform (GCP)

Education

Bachelor's or Master's Degree in Computer Science, Artificial Intelligence, Data Science, Engineering, or a related field.

Nice to Have

• Experience with Computer Vision, NLP, or Recommendation Systems.
• Experience building AI copilots and intelligent automation solutions.
• Knowledge of Responsible AI and AI Governance frameworks.
• Experience with Databricks or Microsoft Fabric.

Key Competencies

• Artificial Intelligence
• Machine Learning
• Generative AI
• Problem Solving
• Analytical Thinking
• Innovation Mindset
• Model Optimization
• Stakeholder Collaboration