Senior Engineer/Data Scientist

We are looking for a passionate and highly skilled Data Scientist specializing in Python programming and data analysis, with a strong focus on the application of Machine Learning and Deep Learning algorithms. In this role, you will leverage your strong technical capabilities as an independent contributor while demonstrating excellent cross-functional collaboration. You will be responsible for diving into top-tier academic papers, translating cutting-edge theories into practical algorithmic implementations, and driving technological innovation through precise data analysis.

1. Use Python as the core development language (supplemented by MATLAB or C++) to conduct in-depth data analysis and develop, train, validate, and deploy high-performance models end-to-end.
2. Deeply study and analyze top-tier academic papers, design, and implement Machine Learning and Deep Learning algorithms to solve complex engineering and data problems.
3. Take independent ownership of tackling technical challenges and executing complex algorithm implementations while collaborating closely with hardware, firmware, and product teams to ensure smooth algorithm integration.
4. Design and execute rigorous data analysis pipelines, extracting valuable insights from massive datasets to continuously optimize algorithm performance.

Basic Qualifications:

-More than 3 years of practical experience in data analysis, machine learning, deep learning, or algorithm development. 
-Experience in optical sensing technology research, quantitative algorithmic analysis, or complex data stream processing will be given priority.
-Solid background knowledge in Electrical Engineering (EE) or Computer Science (CS), and familiarity with statistical methods for data analysis.

Preferred Qualifications:

-Basic domain knowledge in data analysis within optical sensing or semiconductor fields is preferred.
-Familiar with RISC-V firmware development and RTOS integration for hardware accelerators on FPGA platforms is preferred.
-Highly proficient in Python (primary required skill), with development capabilities in MATLAB or C++, able to write high-quality, maintainable code.