Tata Consultancy Services · 17 hours ago
AI ML Engineer
Sunrise, FL
Full-time
Onsite
Senior Level, Lead/Staff
$100K/yr - $125K/yr
8+ years expTata Consultancy Services is seeking an AI ML Engineer to design and implement AI/ML solutions from proof of concept to production. The role involves translating business requirements into scalable AI architectures, owning the model lifecycle, and ensuring the reliability and security of AI systems.
Business Information SystemsConsultingInformation TechnologyIT Management
Responsibilities
Design and implement AI/ML solutions from POC to production
Translate business requirements into scalable AI architectures
Own model lifecycle: training, deployment, monitoring, retraining
Deploy models into production with CI/CD pipelines
Monitor model performance, drift, latency, and cost
Ensure reliability, scalability, and security of AI systems
Mentor junior AI/ML engineers and review code/designs
Lead technical discussions and architecture reviews
Provide guidance on best practices and standards
Work closely with Product Owners, Architects, and Program Managers
Present technical solutions to business and customer stakeholders
Support proposal development and technical estimations
Ensure AI solutions meet enterprise governance, security, and compliance standards
Qualification
Required
Experience Required - 8+ Years
Strong proficiency in Python and AI/ML fundamentals
Hands-on experience with LLMs, LangChain, LangGraph, and agent-based workflows
Prompt engineering, RAG pipelines, vector databases (FAISS, Pinecone, Chroma)
Experience deploying models using APIs, microservices, Docker, and cloud platforms (AWS/GCP/Azure)
Knowledge of model evaluation, fine-tuning, and performance optimization
Understanding of software engineering best practices, version control, and scalable system design
Experience on Scalable and secure AI architectures, performance, cost, and latency optimization
Design and implement AI/ML solutions from POC to production
Translate business requirements into scalable AI architectures
Own model lifecycle: training, deployment, monitoring, retraining
Deploy models into production with CI/CD pipelines
Monitor model performance, drift, latency, and cost
Ensure reliability, scalability, and security of AI systems
Mentor junior AI/ML engineers and review code/designs
Lead technical discussions and architecture reviews
Provide guidance on best practices and standards
Work closely with Product Owners, Architects, and Program Managers
Present technical solutions to business and customer stakeholders
Support proposal development and technical estimations
Ensure AI solutions meet enterprise governance, security, and compliance standards
Benefits
Discretionary Annual Incentive
Comprehensive Medical Coverage Medical and Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans
Family Support Maternal and Parental Leaves
Insurance Options Auto and Home Insurance, Identity Theft Protection.
Convenience and Professional Growth Commuter Benefits and Certification and Training Reimbursement.
Time Off Vacation, Time Off, Sick Leave and Holidays.
Legal and Financial Assistance Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
Company
Tata Consultancy Services
Tata Consultancy Services is a business solutions company that specializes on information technology services and consulting.
10001+ employees
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)
Funding
Current Stage
Public CompanyTotal Funding
unknown2004-08-25IPO
Leadership Team
K. Krithivasan
Chief Executive Officer & Managing Director
Aarthi Subramanian
President and Chief Operating Officer
Recent News
2026-01-25
Business Standard India
2026-01-25
Company data provided by crunchbase