Machine Learning Engineer Intern - Shanghai

上海市
培训
全职

2天前

Apple is a place where extraordinary people gather to do their best work. Just be ready to dream big. The people here at Apple don't just build products - they build the kind of wonder that's revolutionized entire industries. It's the diversity of those people and their ideas that encourages the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it. Imaging what you could do here. At Apple, creative ideas have a way of becoming wonderful products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish.DescriptionThe Hardware Engineering team features a collaborative environment with creative, inquisitive talents, world-class products and ground breaking technologies. Team provides opportunities for individuals to contribute across a wide spectrum of fields. Best in class engineering excellence and thoroughness are expected and encouraged. Pushing the envelope to design and ship innovative products with best-in-class technologies and user experiences are the main goals of the team. The Machine Learning Engineer Intern will work closely with our engineering team to develop and enhance our machine learning tools. This internship will give you practical experience in designing and implementing scalable ML solutions while working with large datasets and advanced machine learning algorithms.Responsibilities

Candidate will be responsible for:
- 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.

Minimum Qualifications

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.

Preferred Qualifications

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).

Apple

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