ML/AIWork
Tata Consultancy Services (TCS) logo

AI Engineer

Tata Consultancy Services (TCS) · Miami, US

Job description

Role - AI engineer

Experience Required - 8+ Years

Must Have Technical/Functional Skills

  • 10+ years of experience building large-scale distributed systems + strong experience with LLM systems, agentic workflows or advanced ML infrastructure

  • AI engineers with recent NodeJS/Javascript/Typescript experience

  • Proven ownership of complex, cross-cutting agentic systems spanning multiple teams or products.

  • Strong engineering fundamentals across backend systems, APIs, data pipelines, and cloud infrastructure.

  • Deep experience across the agentic AI stack, including planning, tool use, memory, and evaluation.

  • Fluency with AI-assisted and agentic development workflows.

  • Comfort operating in ambiguous problem spaces and translating them into shipped, reliable autonomous systems.

  • Ability to influence technical direction and align teams without formal authority.

  • Experience in workflow engines, async processing, queues, and streaming systems.

  • Languages: NodeJS/Javascript/Typescript,Python, Go

  • APIs and services: REST, gRPC

  • Cloud and infrastructure: AWS and/or GCP, Kubernetes

  • Distributed systems: event-driven architectures, including Kafka

  • Orchestration Frameworks: LangGraph, LangChain, AirFlow, etc

  • Integration of commercial and open-source LLMs into agentic workflows

  • Agent and orchestration frameworks such as LangChain, LlamaIndex, Semantic Kernel, or CrewAI, with strong judgment about when to use frameworks versus building lighter-weight primitives

  • Model-level work using PyTorch and the Hugging Face ecosystem (embeddings, fine-tuning, inference tooling), with some exposure to TensorFlow

  • Strong schema, validation, and state management practices using tools such as Pydantic (Python) and Zod (TypeScript)

  • Experience building agentic systems in fintech or other regulated industries.

  • Experience as a founding engineer or early technical leader in AI-driven products.

  • Demonstrated success delivering technically complex autonomous systems that customers actively rely on.

  • Meaningful contributions to open-source AI or agentic frameworks.

  • Familiarity with fine-tuning, model optimization and inference pipelines is a plus.

Roles & Responsibilities

  • Drive technical direction for agentic AI initiatives, influencing architecture patterns, autonomy boundaries, and system design.

  • Design, build, and operate production-grade age ntic AI systems used across multiple products.

  • Own and evolve shared agentic AI capabilities, including:

  • Agent frameworks and orchestration layers

  • Planning, tool use, and memory strategies

  • Retrieval and grounding (RAG) pipelines

  • LLM infrastructure, inference, and model gateways

  • Evaluation, observability, and safety tooling for autonomous systems

  • Lead technical design reviews and help teams navigate tradeoffs involving autonomy, safety, reliability, scalability, and cost.

  • Partner across teams to deliver complex, cross-cutting agentic AI initiatives from concept to production.

  • Evaluate emerging models, techniques, and agentic patterns and translate them into practical, enterprise-ready improvements.

  • Mentor senior engineers and raise the technical bar for agentic AI development through example and influence.

Base Salary Range : $100,000 to $120,000 Per Annum

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 & Training Reimbursement.

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

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

Location

Sunrise, FL

Job Function

TECHNOLOGY

Role

Engineer

Job Id

416979

Desired Skills

Artificial Intelligence

Salary Range

$100,000-$120,000 a year

ML/AI Work links you to the employer's original posting — always verify the details there before applying.

More Core AI Engineering roles

View all →
$100,000 – $120,000/yr
Tata Consultancy Services (TCS)
Apply →