Senior AI Engineer

Siemens Mobility; Bengaluru; On-site; INR 4,000,000 - 6,000,000; Full time

Job summary

Siemens Technology and Services Private Limited in Bangalore is seeking a Senior AI Engineer to architect and implement agentic AI workflows across multi-step pipelines and diverse environments.

You will build knowledge graphs, retrieval and grounding systems, and evaluation frameworks, with production-grade observability and security.

The role offers exposure to on-prem, hybrid, and cloud deployments, and collaboration with international teams.

Qualifications

• 5+ years software engineering experience with 2+ years in AI/ML production.
• Built agentic or multi-step AI pipelines with human-in-the-loop.
• Implemented knowledge graphs or semantic pipelines.
• Delivered software across on-prem, hybrid, cloud with data sovereignty.
• Experience with RDF, SPARQL, SHACL and graph data modelling.
• Familiarity with security, OAuth2/OIDC and multi-tenant patterns.

Responsibilities

• Agentic workflow implementation with orchestration and human approval.
• Knowledge-graph engineering with ingestion pipelines.
• Retrieval and grounding with verifiable sources.
• Evaluation infrastructure with regression-gated harnesses.
• Deploy across on-premises, hybrid, and cloud environments.
• Observability with structured logging, tracing, and monitoring.

Skills

Agentic workflow design

Knowledge graphs

RAG and retrieval

Hybrid deployment

Observability

Cloud & infra

Education

Bachelor's or Master's degree in Computer Science or Electrical Engineering

Tools

RDF

SPARQL

SHACL

Azure

CI/CD

LLM inference

Containerization

Job description

Siemens Technology and Services Private Limited

We empower our people to stay resilient and relevant in a constantly changing world. We’re looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? Then it seems like you’d make a great addition to our vibrant international team.

We are looking for: Senior AI Engineer

You’ll make an impact by:

• Agentic workflow implementation - build multi-step AI pipelines with orchestration frameworks, tool integration, and human approval checkpoints
• Knowledge-graph engineering - implement domain knowledge graphs, validation shapes, and ingestion pipelines
• Retrieval and grounding - build hybrid retrieval and citation pipelines ensuring AI outputs trace to verifiable sources
• Evaluation infrastructure - create regression-gated evaluation harnesses and metrics pipelines
• Multi-environment deployment - implement and test across on-premises, hybrid, and cloud configurations
• Observability - structured logging, tracing, and monitoring for production AI systems.

Use your skills to move the world forward!

• Education bachelors or masters equivalent.
• 5+ years software engineering, 2+ years building AI/ML applications in production
• Built agentic or multi-step AI pipelines with human-in-the-loop and validation steps
• Implemented knowledge graphs or semantic data pipelines
• Delivered software across multiple deployment environments with data sovereignty or offline constraints
• Desired Domain Exposure
• Electrical power systems, protection engineering, or industrial automation
• Engineering data standards (IEC 61850, COMTRADE, or comparable)
• Safety-critical or regulated domains
• Knowledge graphs RDF, SPARQL, SHACL or equivalent; graph data modelling and validation
• RAG and retrieval Vector databases, hybrid retrieval, chunking, reranking, citation enforcement
• Cloud and infra-Azure, containerization, CI/CD, local and cloud-hosted LLM inference
• Security OAuth2/OIDC, multi-tenant isolation, least-privilege patterns.

Create a better #TomorrowWithUs!

This role is based in Bangalore, where you’ll get the chance to work with teams impacting entire cities, countries - and the shape of things to come.

We value your unique identity and perspective and are fully committed to providing equitable opportunities and building a workplace that reflects the diversity of society. Come bring your authentic self and create a better tomorrow with us.

We’re Siemens. A collection of over 312,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we encourage applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit and business need. Bring your curiosity and imagination and help us shape tomorrow.

Find out more about Siemens careers at: www.siemens.com/careers