Algorithm Developer
Core
Develop and evaluate data science modeling algorithms using complex time-series sensor data from semiconductor equipment to deliver differentiated insights to engineering teams.
Role type
Senior IC data scientist (algorithm development)
Builds
Executable data science solutions and integrated modeling pipelines for semiconductor manufacturing equipment
Domain
Semiconductor manufacturing / Materials engineering
Deliverable
production ML models
Required skills
Machine learning, deep learning, time-series analysis, signal processing, data extraction and cleaning, Python, SQL, React
Preferred skills
PhD in relevant field, physical systems understanding, manufacturing problem-solving methods
Technologies
Python, React, SQL
Responsibilities
Develop and evaluate data science modeling algorithms using complex time-series sensor data; Perform algorithmic concept selection and evaluation; Develop executable data science solutions; Work with SW engineering to build integrated data pipelines; Fine-tune algorithm performance and troubleshoot issues; Document development and accompany implementation and testing
Seniority
Senior, hands-on IC