We are looking to build out
our research team and bring in new talent to not only scale up and
improve our current offerings but also help us identify ways to provide
novel experiences and insights to our customers and users. You will be
working to analyse 2D and 3D datasets, researching and applying cutting
edge machine learning research algorithms to industrial scale
challenges. Engineering the core of our algorithms, you will be working
closely with our product team to develop cutting-edge techniques and
implement new approaches to solving real-world problems.
Key Activities
- Design
and create code to process our rich set of 3D optical and volumetric
data to generate higher level information and 3D environments.
- Research
and experiment with pointclouds, depth sensors, meshes, imagery and
other data to generate new intelligent semantic feature, labels and
segmentations or representations of scenes.
- Combine and extract as much useful information out of disparate datasets as possible.
- Work
with the rest of the software engineering team to create production
quality, robust code that will be used on an industrial scale
commercially.
- Coding proof of concepts and tests to validate
design approach then working with platform engineers to translate to
production ready services.
- Optimising algorithms to improve performance and efficiency.
- Conducting
research into technologies of interest e.g. advances and techniques
around machine learning and computer visual processing and analysis.
About Pupil
Pupil is changing the world of data capture, creating immersive 3D experiences through revolutionary technology.
Our team is made up of engineers, designers and dreamers from around the globe.
The
breathtaking new digital spaces we create are set to radically
transform entire industries. Our first product will launch in 2018. If
you have world-class skills in software, platform engineering, design,
computer vision, 3D graphics, machine learning or big data, we want to
hear from you.
Requirements
You
will likely have worked in academic or industrial research teams,
finding pragmatic solutions to novel problems and be adept at working on
a variety of tasks. You should be results-focused and able to work
with product teams to understand what the most pressing issues are to
work on, but also able to help them identify new opportunities based on a
solid understanding of current algorithms and techniques.
You must have:
- At
least 5 years of experience developing software and algorithms working
with deep learning algorithms. Ideally some of this experience should be
commercial.
- Strong code development skills. Experience with
Tensorflow, Keras, Torch, Caffe or similar libraries, and with CNNs,
RNNs, GANs, transfer learning etc.
- Deep experience and interest in related fields e.g. computational geometry, computer graphics, and image manipulation.
This
job is based full time in the UK at our central London offices and to
be considered you should have the right to work in the UK for at least
12 months. We are an equal opportunities employer and welcome
applications from all suitably qualified persons regardless of their
race, gender, disability, religion/belief, sexual orientation or age.