14 days ago
West Covina, CA, USAMid Level
H1B sponsor
Base Salary
$169k - $170k/yr
Responsibilities
- Collect and manage data to support interpretation of models created by data scientists.
- Create, construct, and maintain infrastructure for storing and processing large amounts of data.
- Collaborate with data scientists to organize and make data available for analysis.
- Develop pipelines for extracting insights from structured and unstructured data using AI-enabled analytics.
- Apply machine learning and deep learning techniques to large-scale datasets.
- Extract structured information from unstructured sources and format it into usable data structures.
- Retrieve and process data from RESTful APIs, including parsing and transforming 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.
- Experience with 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 that integrate extracted and parsed data into downstream analytics or ML systems.
- Experience extracting structured information from unstructured sources using regular expressions, entity recognition, or LLM-based extraction.
- Experience retrieving and processing data from RESTful APIs and transforming semi-structured data into pipelines or downstream applications.
Benefits
- Comprehensive benefits, allowances, bonuses, and development opportunities are offered.
- Worksite is TSMC Technology, Inc., 2851 Junction Avenue, 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).