10 months ago
Senior Machine Learning Engineer
£Competitive plus 27 days holiday, Pension, Bonus
Dyson are growing - fast. Our ambition is huge. The Senior Machine Learning Engineer will be joining a new and rapidly expanding team at Dyson. You will be working on Dyson's future products and will need demonstrable experience of image analysis techniques in a Research environment.
Home to our global Research, Design and Development centre and all of our Commercial functions, Dyson HQ is tucked away in countryside famous for the railway tunnels and bridges of Isambard Brunel, who revolutionised modern engineering. Our secluded location helps us to protect our ideas and stay independent-minded. Yet nearby are the fashionable cities of Bristol and Bath (where a young James Dyson invented cyclone technology).
It takes real ingenuity to find new ways of doing things. Smarter technologies. Our Research & Science teams – software developers, engineers and scientists – are the experimenters and risk-takers behind Dyson problem-solving. Whether it’s in-house development, sourcing outside technology partners, or driving collaboration with partner universities, we lead the way in finding the next generation of Dyson technology. Which is why anyone can find themselves presenting to James Dyson himself.
* 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, where appropriate
* Educational background in Computer Science
* Image analysis techniques including feature extraction and image comparison
* 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 and Python. C and C++ experience is desirable
* Experience applying machine learning and data science techniques in a distributed processing environment against large quantities of data, e.g. Hadoop, AWS, GCE, TensorFlow.
* Enthusiasm to learn and share new methods and techniques within several areas of technical expertise.
Dyson monitors the market to ensure competitive salaries and pension contributions. Beyond that, you’ll also enjoy a management bonus, generous leave, life insurance, income protection, and private medical and dental care. But financial benefits are only the start of a Dyson career. Leadership support and new opportunities abound, driven by regular dialogue and international training. And with a vibrant culture, flexible working hours, the latest devices and a relaxed dress code reflecting our engineering spirit, it’s an exciting team environment geared to creativity, innovation and ambition.