AI Software Architect

Siemens Mobility; Bengaluru; On-site; INR 3,500,000 - 5,500,000; Full time

Job summary

Siemens Technology and Services Private Limited in Bengaluru seeks a Software Architect (AI) to lead AI-enabled platform architecture, including LLM orchestration and tool integration.

You will ensure determinism, multi-environment deployment, and governance with knowledge engineering and secure, auditable integration across on-prem, cloud, and hybrid setups.

The role requires 7+ years in software architecture and 3+ years in AI/ML systems, in regulated or safety-adjacent domains.

Qualifications

• 7+ years in software architecture.
• 3+ years involving AI/ML systems in production.
• Experience separating deterministic and probabilistic concerns in a single system.
• Multi-environment deployment with data sovereignty or offline operation constraints.
• Work in regulated or safety-adjacent domains (energy, medical, automotive, aerospace, industrial).

Responsibilities

• Design and own the runtime that wraps LLMs: orchestration, tool integration, memory, security.
• Enforce separation between AI-assisted interpretation and deterministic computation.
• Ensure system runs on-premises, hybrid, and cloud with identical trust guarantees.
• Design how domain knowledge is captured, versioned, and consumed by AI and deterministic components.
• Audit trails, human-in-the-loop approval gates, structured error handling.

Skills

Software architecture

AI/ML in production

Determinism boundaries

Multi-environment deployment

Safety-critical design

Knowledge engineering

API integration design

Observability & governance

Documentation & decision records

Education

Bachelor's or Master's degree

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: Software Architect (AI)

You'll make an impact by:

• Agent harness architecture - design and own the runtime that wraps LLMs: orchestration, tool integration, memory, security
• Determinism boundary - enforce separation between AI-assisted interpretation and deterministic computation
• Multi-posture deployment - ensure the system runs on-premises, hybrid, and cloud with identical trust guarantees
• Knowledge engineering - design how domain knowledge is captured, versioned, and consumed by both AI and deterministic components
• Traceability and governance - audit trails, human-in-the-loop approval gates, structured error handling

Use your skills to move the world forward!

• Education bachelors or masters equivalent.
• 7+ years software architecture, 3+ years involving AI/ML systems in production
• Experience separating deterministic and probabilistic concerns in a single system
• Multi-environment deployment where data sovereignty or offline operation were real constraints
• Work in a regulated or safety-adjacent domain (energy, medical, automotive, aerospace, industrial)
• Generative AI Agentic orchestration frameworks, RAG, designing LLMs as orchestrators rather than decisionmakers
• Safety-critical design Trust boundaries between probabilistic and deterministic components, audit and provenance architecture
• Knowledge engineeringStructured and versioned domain knowledge, knowledge graphs or semantic technologies
• Deployment multi-posture delivery (on-prem + cloud), local and cloud-hosted LLM inference, CI/CD
• Security & identity Auth2/OIDC, zero-trust principles, least-privilege access for AI tool integration
• Integration design API design across heterogeneous systems, complex domain data format parsing and transformation
• Observability Monitoring, tracing, and logging for production AI systems
• Architecture practice structured documentation, decision records, hypothesis-driven design
• Desired Domain Exposure:
• Electrical power systems or protection engineering

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