LLM Fine-Tuning Engineer — Verilog/RTL (Onsite, San Jose)

Job Title

LLM Fine-Tuning Engineer — Verilog/RTL (Onsite, San Jose)

Role Summary

Seek a Machine Learning Engineer to lead development and delivery of LLM-based features for Verilog/RTL applications. The role focuses on fine-tuning LLMs, designing ML pipelines, and deploying production systems.

The position is embedded in a technology services team and requires technical ownership of the roadmap, cross-functional collaboration, and hands-on implementation on cloud infrastructure.

Experience Level

Mid-senior level; the posting specifies significant experience in ML/AI and project leadership but does not state explicit years of experience.

Responsibilities

Core responsibilities include leading technical workstreams and delivering LLM-powered capabilities for RTL/Verilog workflows.

• Lead design and implementation of LLM fine-tuning workflows for Verilog/RTL use cases.
• Define and own the technical roadmap and deliverables for ML features.
• Design and build ML data pipelines and model-training infrastructure on AWS.
• Deploy and monitor LLM-powered features in production environments.
• Coordinate with engineering teams to integrate models into products and tools.
• Provide technical leadership and mentorship on ML/AI best practices.

Requirements

Must-have practical skills and experience for successful performance in this role.

• Proven experience fine-tuning and deploying LLMs or large neural models.
• Background in ML/AI with hands-on model development and production deployment.
• Domain knowledge of Verilog, RTL, or hardware description languages and their application with ML workflows.
• Experience designing ML pipelines and training infrastructure on AWS.
• Track record of owning technical roadmaps and leading projects to delivery.
• Strong software engineering skills for integrating models into systems.

Nice-to-have: experience with inference optimization, prompt engineering, MLOps toolchains, or prior work on EDA-related ML features.

Education Requirements

Not specified.

About the Company

Company: Beacon Industries

Technology/engineering company focused on analog and mixed-signal integrated circuit design and custom IC layout (SerDes, SRAM, high-speed interfaces), using Synopsys/Cadence EDA tools for design, simulation, verification, and silicon validation.