AI Analytical Automation Engineer
Monolithic Power Systems, Inc.7 months ago
Chengdu, ChinaMid Level
Responsibilities
- Design, implement, deploy, optimize, and maintain enterprise-level large language model projects.
- Improve model training and inference efficiency through prompt engineering, fine-tuning, evaluation, quantization, distillation, and pruning.
- Build AI systems using LangChain, RAG, and agent technologies.
- Research industry advancements and maintain technical leadership in AI and LLM technologies.
- Provide ongoing technical support and complete other assignments from the supervisor.
Requirements
- Solid foundation in machine learning and deep learning.
- Proficiency in Python and PyTorch, with familiarity with Transformer architecture and NLP tasks.
- Proficiency in prompt engineering and LLM fine-tuning techniques.
- Experience building complex AI applications with RAG and agent frameworks.
- Familiarity with model optimization techniques such as quantization and pruning.
- Proficiency with Git and Docker and experience deploying to cloud platforms.
- Experience with end-to-end project implementation.
- Strong business acumen, cross-department communication skills, and English and Chinese communication skills.
Categories
About Monolithic Power Systems, Inc.
Monolithic Power Systems designs and sells analog and mixed-signal power-management semiconductors—such as DC-DC converters, PMICs, power modules, motor and LED drivers, and battery-management ICs—used by OEMs in industrial, telecom infrastructure, cloud/datacenter, automotive, and consumer devices. The company monetizes through chip and module sales, plus evaluation hardware with supporting software and reference designs. Founded in 1997 and headquartered in West Palm Beach, Florida, it is a public company traded on NASDAQ.