Gen AI Engineer
Tata Consultancy Service LimitedMust Have Technical/Functional Skills Looking for a highly skilled Generative AI Developer with deep expertise in designing, developing, and deploying GenAI solutions on Microsoft Azure and/or AWS. The ideal candidate will have hands-on experience in production-grade AI/ML systems, a strong understanding of LLM architectures, and the ability to architect scalable, secure, and cost-effective GenAI solutions across both cloud platforms. Roles & Responsibilities Key Responsibilities: 1. 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. 2. 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. 3. 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. 4. 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.
Salary Range $110,000-$140,000 year
TCS Employee Benefits Summary: 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 & amp; Training Reimbursement. Time Off: Vacation, Time Off, Sick Leave & Holidays. Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
#LI-SP1
Job Type
- Job Type
- Full Time
- Salary Range
- USD 110,000 - 140,000 yearly
- Location
- Milwaukee, WI
Share this job:
