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Tata Consultancy Services · 1 day ago

Gen AI Engineer

Milwaukee, WI

Full-time

Onsite

Mid, Senior Level

$110K/yr - $140K/yr

Tata Consultancy Services is seeking a highly skilled Generative AI Developer with expertise in designing, developing, and deploying GenAI solutions on Microsoft Azure and/or AWS. The role involves architecting scalable GenAI solutions, managing MLOps pipelines, and collaborating with cross-functional teams to optimize AI workloads in production environments.

Business Information SystemsConsultingInformation TechnologyIT Management

H1B Sponsor Likely

Responsibilities

Solution Architecture & Design

Design and architect GenAI solutions using Azure AI (Azure OpenAI, Azure ML) and/or AWS AI/ML services (Bedrock, SageMaker, Comprehend, Lex)

Implement cloud-native architectures for LLM-based applications, including multi-cloud or hybrid deployments

Define and manage MLOps pipelines for model training, deployment, and monitoring using Azure ML Pipelines or AWS SageMaker Pipelines

Development & Implementation

Develop and fine-tune LLMs using frameworks like Hugging Face Transformers, LangChain, Semantic Kernel, or AWS LangChain SDK

Implement prompt engineering, retrieval-augmented generation (RAG), and vector search using Azure AI Search, Amazon Kendra, or OpenSearch

Build APIs and microservices to expose GenAI capabilities using Azure Functions, AWS Lambda, or containerized services

Production Deployment

Deploy GenAI models using Azure Kubernetes Service (AKS), Azure Container Apps, Amazon EKS, or Fargate

Monitor and optimize model performance, latency, and cost in production environments using Azure Monitor, AWS CloudWatch, and custom telemetry

Implement observability, logging, and alerting for AI workloads across both platforms

Collaboration & Documentation

Collaborate with cross-functional teams including data scientists, DevOps, and product managers

Document architecture, design decisions, and operational procedures

Provide mentorship and conduct code reviews for junior developers

Qualification

Generative AIMicrosoft AzureAWSLLM architecturesMLOps pipelinesHugging Face TransformersPrompt engineeringAPIsMicroservicesKubernetesCollaborationDocumentationMentorship

Required

Bachelor of Computer Science

Deep expertise in designing, developing, and deploying GenAI solutions on Microsoft Azure and/or AWS

Hands-on experience in production-grade AI/ML systems

Strong understanding of LLM architectures

Ability to architect scalable, secure, and cost-effective GenAI solutions across both cloud platforms

Experience in solution architecture and design using Azure AI and/or AWS AI/ML services

Implementation of cloud-native architectures for LLM-based applications

Definition and management of MLOps pipelines for model training, deployment, and monitoring

Development and fine-tuning of LLMs using frameworks like Hugging Face Transformers, LangChain, Semantic Kernel, or AWS LangChain SDK

Implementation of prompt engineering, retrieval-augmented generation (RAG), and vector search

Building APIs and microservices to expose GenAI capabilities

Deployment of GenAI models using Azure Kubernetes Service, Azure Container Apps, Amazon EKS, or Fargate

Monitoring and optimization of model performance, latency, and cost in production environments

Implementation of observability, logging, and alerting for AI workloads

Collaboration with cross-functional teams including data scientists, DevOps, and product managers

Documentation of architecture, design decisions, and operational procedures

Mentorship and conducting code reviews for junior developers

Benefits

Discretionary Annual Incentive.

Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.

Family Support: Maternal & Parental Leaves.

Insurance Options: Auto & Home Insurance, Identity Theft Protection.

Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.

Time Off: Vacation, Time Off, Sick Leave & Holidays.

Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

Company

Tata Consultancy Services

Glassdoor3.8

Tata Consultancy Services is a business solutions company that specializes on information technology services and consulting.

Founded in 1968

Mumbai, Maharashtra, IND

10001+ employees

http://www.tcs.com

H1B Sponsorship

Tata Consultancy Services has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2025 (7880)

2024 (9690)

2023 (8537)

2022 (11159)

2021 (9813)

2020 (11984)