15 days ago
San Jose, CA, USAMid Level
H1B sponsor
Base Salary
$169k - $170k/yr
Responsibilities
- Collect and manage data for interpretation and analysis by data scientists.
- Create, construct, and maintain infrastructure for storing and processing large amounts of data.
- Develop data pipelines for structured and unstructured data used in analytics and machine learning.
- Design pipelines that integrate extracted and parsed data into downstream analytics or ML systems.
- Extract structured information from unstructured sources using regular expressions, entity recognition, and LLM-based extraction.
- Retrieve and process data from RESTful APIs, including parsing and transforming semi-structured formats such as JSON and XML.
Requirements
- Master’s degree or foreign equivalent in Computer Science, Electrical Engineering, Applied Data Science, or a related field.
- Experience using Python for data processing and machine learning workflows, including Jupyter, GitHub, and Markdown.
- Experience applying machine learning and deep learning techniques to large-scale datasets.
- Practical experience with modern LLMs, including prompt engineering, model optimization, or fine-tuning.
- Experience designing data pipelines for downstream analytics or machine learning systems.
- Experience extracting and formatting structured information into lists, trees, graphs, grids, and/or sequences.
- Experience retrieving and processing data from RESTful APIs and transforming JSON or XML data.
Benefits
- Base pay is part of a total compensation package that includes allowances, bonuses, and comprehensive benefits.
- Extensive development opportunities and programs are offered.
- Work site is TSMC Technology, Inc. in San Jose, California.
Tech Stack
Categories
Data Engineering
About TSMC
TSMC (Taiwan Semiconductor Manufacturing Company) is a pure-play semiconductor foundry that manufactures integrated circuits for fabless and systems companies on a contract basis. Founded in 1987 and headquartered in Hsinchu, Taiwan, it is the world’s largest chip foundry, with advanced process nodes and fabs in Taiwan and new facilities in Arizona and Japan. Its shares trade on the Taiwan Stock Exchange (2330) with ADRs on the NYSE (TSM).