ML-Driven Software Engineer for Production EDA Platform

ChipAgents; San Jose (CA); On-site; USD 150,000 - 350,000; Full time

Benefits offered by this job

Unlimited PTO and full benefits (med,

Two engineering-centric offices with免费

Free parking, private gym, lunch, and

Job summary

ChipAgents is hiring Software Engineers to build production systems behind our ML work in EDA. You will turn ML research into reliable software running in the ChipAgents platform and customer environments, integrating with EDA tools and compute infrastructure.

You will work with ML researchers, hardware experts, and customer engineering teams to deploy data pipelines, tooling, and scalable solutions that support design flows and design environments.

Qualifications

• Proficient Python development for production systems.
• Experience building and maintaining production software on Linux.
• Understanding of ML concepts: training, evaluation, deployment.
• Experience deploying software to customer/enterprise environments (LSF/Slurm, containers, restricted networks).
• Strong communication skills and ability to work with customer teams and researchers.
• Self-directed with ownership and focus on outcomes.

Responsibilities

• Build and maintain production software that brings ML research into the ChipAgents platform.
• Integrate with EDA tools, flows, libraries, and compute infrastructure across design environments.
• Create data pipelines and tooling to convert tool runs into datasets for training/evaluation.
• Deploy and support software in customer environments including on-premises and restricted networks.
• Turn repetitive integration work into reusable deployment tooling and documentation.
• Ensure reliability and performance of systems used by researchers and customers.
• Incorporate customer feedback and feature requests into research/product teams.
• Write well-architected, maintainable production code.

Skills

Python

Linux production systems

ML concepts

Deployment to customer environments

Customer communication

Ownership and accountability

Tools

LSF

Slurm

Containers

Job description

ChipAgents is hiring Software Engineers to build production systems behind our ML work in EDA. You will turn ML research into reliable software running in the ChipAgents platform and customer environments, integrating with EDA tools and compute infrastructure.

You will work with ML researchers, hardware experts, and customer engineering teams to deploy data pipelines, tooling, and scalable solutions that support design flows and design environments.