AIML Engineer

Tata Consultancy Services; Santiago de Querétaro, Monterrey, Región Centro; Híbrido; MXN 900.000 - 1.300.000; Jornada completa

Descripción de la vacante

Tata Consultancy Services is seeking an AIML Engineer to join our team in Mexico to build production-grade AI-powered applications. The role requires 5+ years of software experience with at least 2 years in AI/ML product delivery, and hands-on skills in Python (FastAPI), cloud platforms, and modern data architectures.

You will work with microservices, Docker/Kubernetes, and state‑of‑the‑art LLM tools (LangChain, LlamaIndex, LangGraph), collaborating across teams and taking end-to-end feature

Formación

• 5+ years of total software engineering experience with 2+ years of hands-on experience building and deploying production-grade AI-powered applications.
• Proficient in Python and FastAPI with cloud experience (GCP/AWS/Azure).
• Experience with microservices, containerization, and data stores.
• Experience with LangChain, LlamaIndex, LangGraph and prompt engineering.
• LLM tools: observability/evaluation basics and production readiness.
• Fluent English (C1).

Conocimientos

Python (FastAPI)

Cloud (GCP/AWS/Azure)

Microservices

Docker/Kubernetes

Pub/Sub / Kafka / SQS

Databases (SQL/NoSQL)

LLM Orchestration

LangChain / LlamaIndex / LangGraph

LLM Observability

PRDs & RFCs

English (C1)

Educación

Systems Engineering degree

Herramientas

Docker

Kubernetes

Descripción del empleo

Tata Consultancy Services is an equal opportunity employer, our commitment to diversity & inclusion drives our efforts to provide equal opportunity to all candidates who meet our required knowledge & competency needs, irrespective of any socio-economic background, race, color, national origin, religion, sex, gender identity/expression, age, marital status, disability, sexual orientation or any others. We encourage anyone interested to build a career in TCS to participate in our recruitment & selection process.

TCS is seeking skilled professionals to join our team as AIML Engineer.

Technical/Functional Skills:

• Seniority: 5+ years of total software engineering experience, with 2+ years of hands-on experience building and deploying production-grade AI-powered applications.
• Core Stack: Python (FastAPI), Major Cloud Provider (GCP, AWS, or Azure), Machine Learning / GenAI APIs.
• Backend Must-Haves: Microservices architecture, system design, containerization (Docker/Kubernetes) *desirable, message-driven architectures (e.g., Pub/Sub, Kafka, SQS), and relational/non-relational databases.
• AI Must-Haves: LLM orchestration frameworks (e.g., LangChain, LlamaIndex, LangGraph), API integration, Prompt Engineering, production RAG architectures, and multi-agent systems.
• Nice-to-Haves: Experience with Google Cloud Platform (specifically Cloud Run, Vertex AI, GCS), basic MLOps (model serving, feature stores), and LLM evaluation/observability frameworks.
• Soft Skills: Ability to write PRDs and RFCs, break down vague business requirements into clear technical tasks, and take end-to-end feature ownership. Languages: English (C1/fluent)

Qualifications

• Education: Systems Engineering degree or equivalent formal education/practical experience.

Candidate must be located in or willing to relocate to Querétaro, CDMX, Monterrey, Guadalajara, it will be requested to attend office at least 3 days per week.