Software Engineer, ML for EDA

ChipAgents; San Jose (CA); Presencial; USD 150.000 - 350.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Unlimited PTO and full benefits (med,

Two engineering-centric offices with免费

Free parking, private gym, lunch, and

Descripción de la vacante

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.

Formación

• 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.

Responsabilidades

• 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.

Conocimientos

Python

Linux production systems

ML concepts

Deployment to customer environments

Customer communication

Ownership and accountability

Herramientas

LSF

Slurm

Containers

Descripción del empleo

Position Overview

We are hiring Software Engineers to build the production systems behind our machine learning work in electronic design automation (EDA). Our researchers apply ML to power, performance, and area problems in chip design, and you'll turn that work into reliable software that runs in the ChipAgents platform and inside customer design environments. That means integrating with EDA tools, flows, and compute infrastructure, building the data pipelines and services our models depend on, and making deployments repeatable across customers. You'll work closely with ML researchers, hardware experts, and customer engineering teams.

Key Responsibilities

• Build and maintain the production software that brings our ML research into the ChipAgents platform.

• Integrate with EDA tools, flow scripts, libraries, and compute infrastructure across a range of design environments.

• Build data pipelines and tooling that turn EDA tool runs into datasets for training and evaluation.

• Deploy and support our software in customer environments, including on-premises and restricted-network setups, working with customer engineering teams.

• Turn repeated integration work into reusable tools, such as deployment tooling, adapters, and documentation.

• Own the reliability and performance of the systems our researchers and customers depend on.

• Bring customer feedback, failure cases, and feature requests back to the research and product teams.

• Write well-architected, maintainable production code.

Qualifications

• Strong software engineering skills in Python and experience building production systems in Linux environments.

• Familiarity with the digital design flow (synthesis, place and route, timing and power analysis) and the EDA tools used to run it.

• Working knowledge of machine learning and how ML systems are trained, evaluated, and deployed.

• Experience deploying software into customer or enterprise environments, including compute farms (LSF, Slurm), containers, and restricted networks.

• Strong communication skills and customer judgment, with the ability to work directly with customer engineering teams and our researchers.

• Self-directed, with strong ownership and a commitment to customer and business outcomes.
  

Nice to Haves

• Hands-on experience with commercial EDA tools including Tcl scripting.

• Experience as an engineer at an EDA vendor or semiconductor company.

• Familiarity with EDA data formats such as Verilog, Liberty, LEF/DEF, SDC, and SPEF.

• Experience with open-source EDA tools.

• Experience with LLMs or agent systems.

• MLOps experience with model packaging, versioning, and monitoring.

Why ChipAgents

• Take new ML research into production on real chip designs, working directly with the researchers who build it and the customer teams who use it.

• Shape the product, since the feedback you bring back from customers directly informs our roadmap.

• Join a fast-growing team working alongside industry veterans and real customers, with scope across engineering, research collaboration, and customer-facing work based on your strengths and interests.

Equal Opportunity

ChipAgents is an equal opportunity employer. We welcome applicants of all backgrounds.

What We Offer

• $150K/yr - $350K/yr base salary + equity. We are open to discuss above-scale compensation with exceptional candidates on a case-by-case basis.

• Unlimited PTO and full benefits (medical, vision, dental, 401k).

• Two engineering-centric offices with free parking, private gym, and free lunch, drinks and snacks.