- Collaborate with senior engineers to design and develop ML tools for data processing, analysis, and visualization.
- Integrate and validate machine learning models on Apple new product introduction (NPI) process and mass production.
- Develop and implement automated pipelines for model training and evaluation.
- Conduct experiments to evaluate the effectiveness of different models and algorithms.
- Participate in code reviews, testing, and documentation to ensure high-quality and maintainable code.
- Keep up-to-date with the latest advancements in machine learning and data science techniques.
Currently pursuing a degree or equivalent experience in Data Science, Computer Science, Applied Math or a related field;
Solid understanding of machine learning concepts, algorithms, and workflows;
Proficiency in Python programming, with experience developing ML solution from data interface, to library optimization and cross validations;
Familiarity with data analysis tools in Python like Pandas, NumPy, Matplotlib, and Jupyter notebooks;
Familiarity with industry leading ML libraries such as TensorFlow, PyTorch, Scikit-learn, etc;
Basic knowledge of software development tools and version control systems (e.g., Git).
Self-motivated, responsible;
Available to join internship for 6-12 months full-time;
This internship will be based on-site at our Shanghai office, providing you with the opportunity to work directly with our team, experience our company culture, and collaborate in person.
Experience of camera, optics or imaging is a plus;
Experience in data analysis and visualization with Matlab/Python/JMP;
Excellent communication skills, both verbally and written (In both Chinese and English).