SI

Associate Software Architect - AI Solutions

Siemens
Bangalore6-11 LPA Posted 29 Apr 2025
FULL TIME
FastAPI
Python

Job Description

 We are looking for   Associate Software Architect '' AI Solutions   ,     

 You'll make an impact by 

  • Collaborate with AI/ML engineers, developers, and platform architects to define end-to-end solution architectures for AI-powered systems
  • Design and review architectures that support LLM-based, Deep Learning, and traditional ML workloads with an emphasis on modularity, performance, and maintainability.
  • Drive architectural alignment across components such as model serving, orchestration layers, data pipelines, and cloud infrastructure.
  • Incorporate Non-Functional Requirements (NFRs) including scalability, testability, observability, latency, and fault tolerance into system designs.
  • Define architecture patterns for deploying models as microservices, integrating with APIs, and ensuring CI/CD readiness.
  • Evaluate and recommend suitable cloud services and managed tools from AWS (Sagemaker, Bedrock) and Azure (ML Studio, OpenAI, AI Foundry).
  • Ensure high standards of code quality, performance benchmarking, and architectural documentation.
  • Collaborate in technical reviews and mentor engineering teams on architectural best practices and trade-offs.

 Use your skills to move the world forward!  

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related technical field.
  • 7+ years of experience in software/system architecture, including at least 4 years working with AI/ML-based solutions.
  • Strong understanding of AI system lifecycle, including model development, serving, monitoring, and retraining.
  • Experience designing scalable systems with Python, FastAPI, containerization (Docker), and orchestration (Kubernetes or ECS).
  • Proficiency in defining and measuring NFRs, conducting architectural performance reviews, and supporting DevOps and MLOps practices.
  • Solid hands-on experience with cloud-native AI development using AWS or Azure tools and services
  • Experience working in AI/ML-driven environments, especially with LLMs, RAG architectures, and agent-based systems.
  • Familiarity with model observability, logging frameworks, and telemetry strategies for AI
  • applications.
  • Prior exposure to architecture in the Power/Energy or Electrification domain is a strong plus.
  • Good understanding of hybrid system architectures that integrate real-time and batch
  • pipelines.
  • Strong collaboration and documentation skills with the ability to align cross-functional technical teams.

Required Skills

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