AI/ML Engineer: Production-Ready ML & LLMs

Tata Consultancy Services Limited; Jersey City (NJ); On-site; USD 100,000 - 120,000; Full time

Benefits offered by this job

Discretionary Annual Incentive

Comprehensive Medical Coverage

Family Support Leaves

401K Plan

Certification & Training Reimbursement

Time Off & Holidays

Job summary

Tata Consultancy Services Limited seeks an experienced AI engineer to drive AI/ML projects from concept to production in Jersey City. You will develop scalable ML models, implement RAG architectures, and build APIs and microservices that integrate into enterprise apps.

The role emphasizes production ML deployments, governance, and collaboration with cross-functional teams to deliver business impact. Strong programming in Python and cloud experience are essential.

Qualifications

• 10+ years of experience in AI/ML, Data Science, or Software Engineering.
• Strong programming skills in Python and experience with SQL.
• Hands-on experience with TensorFlow, PyTorch, Scikit-learn, and production ML deployments.
• Solid understanding of ML algorithms, statistics, data processing, and software development best practices.
• Experience with Generative AI, LLMs (GPT, Llama, Claude), Prompt Engineering, and RAG.
• Experience with AWS, Azure, or GCP.
• Knowledge of Docker, Kubernetes/OpenShift, CI/CD, and MLOps platforms.
• Experience with vector databases, large-scale data processing, and regulated industries such as financial services.
• Design, build, and deploy ML models for prediction, recommendation, forecasting, and anomaly detection.
• Develop Generative AI solutions using LLMs and implement RAG architectures leveraging vector databases and enterprise knowledge sources.
• Build and maintain MLOps pipelines for model training, deployment, monitoring, and continuous improvement.
• Develop APIs and microservices to integrate AI capabilities into enterprise applications.

Responsibilities

• Lead end-to-end AI/ML projects from concept to production.
• Collaborate with business teams to translate requirements into AI-driven solutions.
• Develop and deploy scalable ML models and APIs.
• Maintain governance, security, and model risk management standards.
• Mentor team members and promote AI/ML best practices.

Skills

Python

SQL

TensorFlow

PyTorch

Gen AI/LLMs

Docker

Kubernetes/OpenShift

CI/CD

MLOps

Vector databases

Education

Bachelor of Computer Science

Tools

Docker

Kubernetes/OpenShift

Git

CI/CD

Terraform

Job description

Tata Consultancy Services Limited seeks an experienced AI engineer to drive AI/ML projects from concept to production in Jersey City. You will develop scalable ML models, implement RAG architectures, and build APIs and microservices that integrate into enterprise apps.

The role emphasizes production ML deployments, governance, and collaboration with cross-functional teams to deliver business impact. Strong programming in Python and cloud experience are essential.