Senior Computer Vision / Machine Learning Engineer
Touch Surgery, United Kingdom

Experience
1 Year
Salary
0 - 0
Job Type
Job Shift
Job Category
Traveling
No
Career Level
Telecommute
No
Qualification
As mentioned in job details
Total Vacancies
1 Job
Posted on
Feb 24, 2021
Last Date
Mar 24, 2021
Location(s)

Job Description

5 billion people, two-thirds of the world’s population, do not have access to safe and affordable surgical care. As a result, millions go untreated every year causing unnecessary suffering, permanent debilitation, or death. This is all caused by a shortage of surgeons, varying quality of care, rising costs of training surgeons, lack of funding and lack of accessibility to quality surgery. Digital Surgery is on a mission to change all of this.

Digital Surgery is accredited by the Royal College of Surgeons England to award CPD points for cognitive rehearsal and case reflection using Digital Surgery's Touch Surgery mobile and web platform. This marks the first time that the RCS has offered centre accreditation to a mobile-based simulation platform in its 500+ year history.

With our award winning Touch Surgery application and newly built GoSurgery product, it is the dawn of digital surgery. Digital Surgery has created a digital data-driven ecosystem that uses the latest and cutting-edge technologies like AI, augmented reality and computer vision to modernize surgical training, orchestrate surgical teams in the OR and deliver safer surgery around the world


About The Role:

As a Senior Computer Vision Engineer within the Innovation team in Digital Surgery, you will help to design, implement, and test a Machine Learning framework to support other engineers and researchers of the team. You will become part of a talented team exploring new concepts through fast iterative prototyping. You will collaborate as a computer vision and machine learning expert with our other machine learning engineers, platform engineers and research experts of the team.

Our computer vision/machine learning team is responsible for developing solutions that allow us to scale our automatic surgical understanding from raw video data. This includes (but is not limited to) performing tasks such as object detection, localization and tracking, segmentation and scene understanding. For these tasks, we rely on surgical video data recorded across different specialties.

We want people who: work well in teams, can brainstorm novel ideas, work in state-of-the-art technology areas, able to drive a concept into a prototype, and can envision how a prototype could transition into a high-volume consumer product.

You will be:

  • responsible for developing machine learning models for surgical video analysis
  • asked to deliver well-written and high-quality code
  • asked to present your results (we share our findings with team mostly during our catch-up meetings)
  • required to keep yourself updated with state of the art methods and to be capable of coming up with new and novel solutions for problems at hand (we try to devote time to do research and share it with the team).

Requirements

  • A Master or PhD in, Computer Science, Mathematics, Computer Vision/Machine Learning or similar related field.
  • Proven ability of results driven application of machine learning.
  • Proven knowledge of at least one of the main deep learning frameworks (Pytorch, Tensorflow, Keras.)
  • Very knowledgeable in Python and relevant numerical libraries (numpy, scikit-learn, opencv, etc.)
  • Computer Vision experience
  • Data visualization experience would also be useful for this role.

Benefits

We’re in a really lucky position to operate like a small team, with all of the benefits of a big company. Following our acquisition by Medtronic in February 2020, our benefits have had an impressive face lift. ; Our benefit package aims to help support your health, build wealth, grow in your career and share in the success of Digital Surgery and Medtronic. We are in the healthcare business and so in order to look after our people we provide:

  • Private healthcare via AXA PPP - 100 excess
  • 30 days’ holiday + 8 bank holidays
  • Pension scheme (we double your personal contribution of up to 6%, by contributing 12%)
  • Annual bonus scheme
  • Annual meal allowance
  • Life insurance (4 x annual salary*)
  • Group Income Protection (67% of insured salary payable until pensionable age)
  • Life benefit policy
  • Maternity - 20 weeks’ full pay + 15% returner’s bonus
  • Paternity - 2 weeks’ full pay
  • Employee Assistance Programme (support line for counselling, legal or financial advice)

This is not to mention all the other perks for working with us such as our employee recognition programs, a cash bonus for referring a friend, and a whole host of other wellness benefits.

We also encourage flexible working, so you choose when you start and finish. This is just one of our Family Friendly company policies.

So what’s it like working at Digital Surgery?

Part of the Medtronic family we benefit from a small company feel, within the wo

Job Specification

Job Rewards and Benefits

Touch Surgery

Information Technology and Services - London, United Kingdom
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