AI Architect — Chip Design / Semiconductor Background
Location: Bangalore
Job Description:
- Define the AI architecture strategy spanning data pipelines model selection and deployment for semiconductor design use cases
- Architect and prototype AIML solutions that augment backend design STA DFT and physical verification flows eg PPA optimization automated DFT insertion logreport analysis predictive timing closure
- Integrate LLMs and ML models into existing EDA toolchains Innovus Tempus PrimeTime Calibre etc and LinuxTCLPython scripting environments
- Architect agentic AI workflows agents that plan execute and iterate across multistep design tasks debug triage ECO loop automation constraint generation regression analysis with appropriate humanintheloop checkpoints
- Design multiagent systems that orchestrate specialized agents across the RTLtoGDSII flow integrating tool calls to EDA engines scripts and internal knowledge bases
- Build robust agent infrastructure toolfunctioncalling interfaces context and memory management state handling and guardrails for reliability in engineeringcritical applications
- Evaluate and benchmark foundation models finetuning approaches RAG pipelines and agent orchestration patterns
- Establish an agent control plane policy approval gates observability and audit trails before autonomous agents touch production systems
- Partner with delivery teams and clients to translate AI capabilities into productized service offerings
- Establish MLOps practices model governance and scalable infrastructure onpremcloudhybrid
- Mentor engineers on AIML adoption and build the technical foundation for an AI Center of Excellence
Experience (years) : 10+ years
Education Qualification:
BTECH/MTECH in Electrical/Electronics/Computer Science Engineering or Equivalent