AI/ML Engineering Intern

AdvantestSan Jose, CA
2d

About The Position

Responsibilities include: Assist in designing and implementing machine learning models for various applications. Preprocess and analyze large datasets to extract meaningful insights. Collaborate with software engineers, data scientists, design, test, and process engineers to integrate ML models into production systems. Conduct experiments, evaluate model performance, and optimize algorithms. Document workflows and present findings to the team.

Requirements

  • Strong programming skills in Python.
  • Experience with Python ML libraries such as, PyTorch and scikit-learn.
  • Understanding of machine learning concepts (supervised/un-supervised learning, model evaluation).
  • Familiarity with data preprocessing and feature engineering.
  • Ability to create dashboards and reports to visualize and present experimental results.
  • Basic DevOps experience: Linux environment, Git, and Docker.
  • Excellent teamwork and communication skills; ability to work effectively within a software engineering team.
  • Analytical thinking and a structured approach to problem solving.
  • Currently pursuing a MS or PhD in Computer Science, Data Science, Mathematics, or a related field.

Nice To Haves

  • Knowledge of semiconductor testing datasets is a plus but not required.

Responsibilities

  • Assist in designing and implementing machine learning models for various applications.
  • Preprocess and analyze large datasets to extract meaningful insights.
  • Collaborate with software engineers, data scientists, design, test, and process engineers to integrate ML models into production systems.
  • Conduct experiments, evaluate model performance, and optimize algorithms.
  • Document workflows and present findings to the team.
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