Algorithm Developer – Data Science & Machine Learning
amat · Santa Clara
Job description
About the role
Applied Materials is a global leader in materials engineering solutions that enable the production of advanced semiconductor and display chips. The company designs, builds and services cutting‑edge equipment used by customers worldwide. Join the team to develop innovative algorithms that turn complex sensor data into actionable insights for next‑generation technology.
Key responsibilities
- Develop and evaluate machine‑learning and deep‑learning models using complex time‑series sensor data from semiconductor equipment.
- Perform algorithmic concept‑to‑function work, including problem analysis, data gathering, literature review, and implementation constraints.
- Build executable data‑science solutions that deliver differentiated insights to engineering teams.
- Collaborate with software engineers to create data‑pipeline and modeling pipelines integrated with the internal Applied platform.
- Fine‑tune algorithm performance, troubleshoot issues, and resolve pipeline problems.
- Document development, support implementation, integration, and testing of algorithmic modules.
- Communicate technical details across multi‑disciplinary teams in a fast‑paced environment.
- Mentor and guide other algorithm developers working on the same module.
Required profile
- Master’s degree with 6+ years of hardware‑oriented analytics experience (or PhD with 3+ years of time‑series data analysis).
- Strong knowledge of machine learning, deep learning, and statistical techniques such as regression, classification, clustering, and hypothesis testing.
- Experience with data extraction, cleaning, signal processing, and visualization for large datasets.
- Understanding of semiconductor sensors and processes.
- Excellent programming skills in Python, data‑science libraries, React, and SQL.
Required skills
- Python
- Data‑science packages (e.g., pandas, scikit‑learn, TensorFlow)
- React
- SQL
What we offer
- Salary range $161,000 – $221,000 per year.
- Location: Santa Clara, CA.
- Supportive work culture with learning and development opportunities.
- Comprehensive benefits program supporting health, wellbeing, and work‑life balance.
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Published 14 hours ago
Expires 1 month from now
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amat
Santa Clara