Senior Machine Learning Engineer

Summary

Salary
Competitive
Team
Robotics and Machine Learning
Location
Shanghai - China

Description

Machine Learning is expanding beyond the UK to establish a research position in Shanghai. The focus will be on identifying novel applications of machine learning and artificial intelligence to bring business benefit to all Dyson categories, acting as a local subject matter expert in machine learning and artificial intelligence. 

Accountabilities

  • Work alongside scientists, designers and research engineers to provide analytic insight into Dyson’s research challenges and support to operational issues.
  • Perform investigatory analysis of large multivariate datasets, suggesting novel techniques for data collection during future experiments and field trials. 
  • Identify opportunities to apply machine learning techniques to extract meaning and derive value.
  • Characterise classifier or algorithm performance against defined project objectives; proposed implementation environment; and associated computational constraints.
  • Collaborate with research engineers to recommend improvements to data collection and experimental strategy to optimise system performance. 
  • Application of statistical methods to establish confidence in findings.
  • Design and develop clean, documented, and easy to maintain code. Integrate software builds with the corporate CI environment where appropriate.
  • Produce reports and presentations summarising progress against team and project goals, effectively and engagingly presenting complex technical information and analysis to senior management.
  • Work independently to manage tasks with competing priorities.
  • Collaborate with academic and industrial partnerships to leverage externally available expertise.
  • Generation of novel intellectual property.

Skills

  • Doctoral degree or Master of Science degree in Engineering, Computer Science, or Applied Mathematics; or Bachelor’s degree with significant experience.
  • Expert knowledge of machine learning algorithm development and implementation in complex systems including hardware, software application and cloud-based components.
  • Demonstrable machine learning or data science experience with a proven track record outside of academia, ideally working with Agile development methodologies.
  • Feature extraction, time series analysis, signal processing, and statistical modelling.
  • Ability to program in both high and low-level languages as appropriate, including Java, Python, C, C++ and in Matlab.
  • Experience applying machine learning and data analysis techniques against real-world problems would be desirable.
  • Enthusiasm to learn and share new methods and techniques within several areas of technical expertise.
  • Passionate about the technical and personal development of junior team members.

Benefits

Dyson monitors the market to ensure competitive salaries and bonuses. Beyond that, you’ll enjoy a transport allowance and comprehensive medical care and insurance. But financial benefits are just the start of a Dyson career. Professional growth, leadership development and new opportunities abound, driven by regular reviews and dynamic workshops. And with a vibrant culture, the latest devices and a relaxed dress code reflecting our engineering spirit, it’s an exciting team environment geared to fueling and realizing ambition.

Posted: 06 June 2019