2Excel Aviation Ltd is a diverse and growing aviation innovation company. The geospatial team is an exciting addition to the company, developing products and services using advanced remote sensing techniques. We own and operate an airborne sensor suite consisting of survey grade and hyperspectral cameras; this is supported by a range of highly specialised ground-based sensors. These sensors generate large volumes of complex, high dimensional data which is analysed to detect, identify and characterise surface material properties. Moreover, we integrate open access, drone and earth observation data into our analysis.
We are looking for a Data Scientist to join our growing research team. You will be able to expand and enhance our existing data science pipeline using your knowledge of machine learning techniques to overcome challenges such as high dimensionality, low numbers of samples, and spatial and temporal variability
Requirements:
– A proven ability to design, develop, test and deploy data-driven solutions.
– A strong mathematical and analytical background (MSc or PhD in a quantitative discipline).
– A thorough understanding of and experience with machine learning techniques for supervised and unsupervised problems. In addition, a knowledge of machine learning principles such as transfer learning, deep learning and computer vision techniques will be vastly appreciated
Desirables:
– Experience with processing and analysing large volumes of data, particularly image data.
– Excellent communication and problem-solving skills. You will be able to naturally take ownership of a problem and develop solutions. Communicating with our team and encouraging people to collaborate is the core of our business discipline.
– Strong software development skills with a deep knowledge of one or more programming languages (we use Python). A good knowledge of version control systems (i.e. Git) will be appreciated.
What you’ll get in return:
In addition to working in an exciting and innovative company, that is 51% employee owned, in a small, agile team, we also offer 25 days annual leave, flexible working arrangements, company pension and private health insurance.
In addition, applicants must be able to demonstrate the Right to Work in the UK and hold a valid UK Driving Licence.
All applications must be made by way of CV and covering letter to [log in to unmask] - Please state your salary expectations and notice period.
www.2excelaviation.com
www.2excelgeospatial.com
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