About the job
This team in Oppo Research Center (Seattle) focuses on research and development of key mobile intelligence technologies (features, products, platforms), which delivers to the current year or the next year’s flagship phones.
Responsibilities
- Prototype and develop mobile intelligence features, products and platform in consumer highly interested domains including entertainment, social, work, travel and general user experience.
- Create robust intelligence feature solutions including algorithm, processing pipeline.
- Collaborate with machine learning scientists to deliver production ready features and products.
- Provide architectural guidance on transitioning prototypes to high-performance production models
- Collaborate with external teams across countries and time zones.
Requirements
Qualifications
- MS in Machine learning, Computer Science, Physics, or related field with 2+ years of machine learning research and/or develop experience
- MS in related field with 2+ years building machine learning models in industry
- 2+ years in leading intelligence feature research and development: computer vision, deep learning, traditional machine learning.
- A demonstrable track record of business impacts: major released products and features.
- Fluency in C++.
- Familiar with machine learning theory and neural network inferences.
Preferred Qualifications
- Knowledge of professional software engineering practices and best practices for the full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations
- 3+ years of relevant software development experience
- Optimization experience on ARM based platform or resource constrained environment.
- A demonstrable track record of industry or academy impacts.
- 2+ years of experience with deep learning toolkits such as TensorFlow, Caffe, or PyTorch
- 3+ years experience with programing language C++, Python, Java
- 1+ years development experiences on Android or ARM based platform.
- Familiar with OpenCV, Eigen, GPU shaders