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Research Engineer to Develop Cutting-Edge Vision AI to Revolutionize Breast Cancer Diagnosis (2 st)

Employer
Karolinska Institutet (KI)
Location
Solna
Salary
Monthly salary
Closing date
30 Jul 2024

View more

Discipline
Health Science
Job Type
Engineer
Employment - Hours
Full time
Duration
Fixed term
Qualification
Professional certification
Sector
Academia

Do you want to contribute to top quality medical research?

Do you want to contribute to developing and making medical research available to the world? Do you want to open up the possibility to join a future spin-off based on thorough research? Do you want to work as a research engineer, developing, validating, and deploying production-grade deep learning models to detect and diagnose breast cancer in radiological images? We have up to two positions open.

Our research is internationally recognized for the development and evaluation of AI for radiological breast cancer diagnostics with recent publications in Nature, Lancet Digital Health, Radiology, MICCAI, among others. Our group has expertise in radiology, biostatistics and machine learning. We have a strong collaboration with research groups at KTH, and internationally with a group at UC Berkeley.

A transformational project

We were recently awarded funding from the Wallenberg Launch Pad (WALP). The aim is to make the leap from research to investment-ready. We have developed and clinically tested a groundbreaking AI solution at the Karolinska University Hospital which accurately identifies women who could benefit from additional imaging after negative mammography screening. Using our AI solution to select a small proportion of women for magnetic resonance imaging diagnosed three to four times more cancer compared to selecting women using traditional methods based on mammographic density.

We now need to refine and package the models, and establish a quality monitoring system to enable future regulatory approval as a medical device. We are looking for up to two research engineers to work on further developing our models while integrating them in a product with the objective of improving the lives of women.

Your mission

You will work developing cutting edge deep learning algorithms for early detection and precision medicine based on mammography images within a small team of highly resourceful and ambitious people. Your tasks will involve preparing data, running experiments, and testing the results. Your mission will also involve making the models accessible through an API and the development of the user interface.

Your profile

 Qualifications

You should have:

  • A strong personal interest to improve cancer care.
  • Either experience as a software engineer responsible for packaging ML algorithms for deployment, or experience with developing ML algorithms for radiology images.
  • Experience with full-stack production-grade Python code, containerization, version control.
  • Very good communication skills in both writing and speaking, in English
  • Bachelor’s degree in computer science, machine learning, bioinformatics, or related.

It is a merit if:

  • You have a high professional ambition level combined with a kind and collaborative attitude.
  • Very good communication skills in both writing and speaking, in Swedish
  • Master's or PhD with experience in machine learning, computer science, or bioinformatics.
  • You are fearless and effective at adapting to new frameworks, querying databases, and debugging code.
  • You have exposure to the regulatory processes of medical devices.
  • You have a history of helping others to succeed in their research or development work.
  • You have experience with any frontend framework such as Svelte, React.

What do we offer?

A creative and inspiring environment with wide-ranging expertise and interests. Karolinska Institutet is one of the world's leading medical universities. Our vision is to pursue the development of knowledge about life and to promote a better health for all. At Karolinska Institutet, we conduct successful medical research and hold the largest range of medical education in Sweden. Karolinska Institutet is also a state university, which entitles you to several good benefits through our collective agreement. And you get to practice freely in our modern wellness facilities, where trained staff are on site.

Location: Solna

Choose to work at KI – Ten reasons why

 

Application

Welcome to apply at the latest 20th June. 

The application is to be submitted through the Varbi recruitment system.In this recruitment, you will apply with your CV without a personal letter. Instead, you will answer some questions about why you are applying for the job in the application form. 

This position is a 1 year employment. 

Want to make a difference? Join us and contribute to better health for all

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