Software Engineer - AI/ML

Advantest

$120K — $145K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • BS or MS in computer science, engineering, data science, or related field
  • Minimum 2 years of relevant experience
  • Proficient with at least one generative AI tool (e.g., Cursor, Github Copilot, Claude code)
  • Strong understanding of LLMs and MLOps pipelines
  • Experience in developing data visualization tools

Responsibilities

  • Design and deploy intelligent systems leveraging LLMs and RAG
  • Develop tools for automating data analysis and processing technical documentation
  • Integrate RAG systems into the testing pipelines
  • Collaborate with cross-functional teams to create prototype solutions
  • Provide weekly progress updates to management

Benefits

  • Opportunity to work on cutting-edge technology in semiconductor operations
  • Engagement in cross-functional teamwork
  • Potential to contribute to innovative process automation
  • Exposure to advanced AI tools and methodologies
Full Job Description
Job Description:

You will design, develop, and deploy intelligent systems that leverage LLMs, Retrieval-Augmented Generation (RAG), MLOps pipelines, and data visualization to optimize engineering productivity, test coverage, and decision-making across semiconductor operations.

Responsibilities include:
  • Assist in developing LLM-based tools to automate data analysis, technical documentation processing, and code generation workflows for the 93K test platform.
  • Implement Retrieval Augmented Generation (RAG) systems into testing pipelines.
  • Participate in cross-functional teams to transfer customer requirements into prototype solutions
  • Provide a weekly progress report to manager


Requirements and Qualifications:
  • BS or MS in computer science, engineering, data science or related program
  • 2 yrs experience
  • Experience with at least one generative AI tool such as Cursor, Github Copilot, Claude code or other.

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