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Data Scientist

4 months ago

Oxford, United Kingdom Lifelancer Full time

DataScientist

Do you enjoy solvingcomplex problems using datadriven approaches Do you have aninterest in MRI machine learning medical research statistics andcomputer vision techniques

Aboutthe role

As a Data Scientist youwill help develop bespoke cuttingedge techniques for deployment inclinical trials and future medical devices. You will accelerate andscale new and existing workflows leveraging machine learningtechniques for improved use of imaging and other data across thecompany. While working closely with other research teams you willhelp maintain deep learning models behind much of Perspectumsautomated image analysis capabilities allowing Perspectums corealgorithms to run at scale. Your work will especially supportPerspectums Pharma Solutions business and will involve interactingwith Physics Engineering Image Analysis Quality Assurance DataManagement and Business Developmentteams.

Your Duties willinclude:

  • Technicaldevelopment of new systems and workflows
  • Implementation and extension of techniques from academicliterature
  • Deployment and monitoring of newworkloads on the cloud (i.e. AWS)
  • Read andunderstand technical reports and algorithmspecifications
  • Write technical reports andalgorithm specifications
  • Contribute toscientific manuscripts
  • Keep up to date withadvances in machine learning through the literature team discussionmeetings and conference attendance
  • Makepresentations showcasing the work of the team
  • Collaborate with internal research teams and on externalresearchcollaborations

AboutYou

  • You will beeducated to a degree level (preferably Masters degree) in arelevant scientific or technical discipline (e.g. Computer SciencePhysics Biomedical Engineering Electrical Engineering Mathematicsor similar).
  • You will possess strongorganisation written and verbal communication skills as well as theability to thrive in both a team and individualenvironment.

Yourknowledge and experience willinclude:

  • Solid grounding in mathematics/sciences
  • Evidence of an interest in the application of research tobiomedical problems
  • Experience in artificialintelligence / machine learning / data science
  • Prototype coding
  • Automation of dataprocessing pipelines on remote systems (on the cloud)
  • Understanding of the importance of algorithmicvalidation
  • Desirable experienceincludes:
  • DICOM NIfTI Python PyTorch AWSTerraform
  • Modern computer vision methodsincluding UNet and transformer models
  • CI/CDpipelines unit testing
  • PhD in a relevantscientific discipline or substantial technicalexperience
  • Clinical trials
  • Good Clinical Practice (GCP)
  • Medicaldevicedevelopment

Please usethe below link for job application and quickerresponse.


RemoteWork :

No