Deep Learning - Image Processing Engineer
SOPHiA GENETICS, France

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
Sep 25, 2023
Last Date
Oct 25, 2023
Location(s)

Job Description

Would you like to join a dynamic and exciting health-tech company that uses cutting edge technologies to deliver a world changing solution that has a direct impact on the lives of cancer and rare disease patients worldwide? Join our growing team in Pessac (near Bordeaux, France) and use your exceptional abilities and knowledge skills to help us deliver on our mission of democratizing Data-Driven Medicine.

We are looking for a talented and motivated Deep Learning - Image Processing Engineer in Pessac (near Bordeaux, France)!

SOPHiA GENETICS introduced the SOPHiA DDM platform height years ago. Today, the solution not only enables to integrate and visualize multiple data modalities, such as clinical, biological, genomics or medical-image data, but also to process relevant multimodal features and obtain multimodal insights using statistical learning. It may help clinicians understand the etiology of a disease, personalise a patient’s follow-up, or optimise therapeutic decision-making. It may also drive the discovery of clinical biomarkers or improve clinical trial performance by estimating heterogeneous treatment effects. As the product, the amount of data collected, the number of customers and the multiplicity of projects are continuously increasing, we face new challenges. This is an excellent opportunity to join a growing team of young and dynamic people.

The Deep Learning-Image Processing Engineer reports to the Manager Image processing Ramp;D in the Multimodal Ramp;D. The Deep Learning-Image Processing Engineer goal is to take part of the Ramp;D projects, involving image processing, radiomics feature extraction and statistical analysis, in order to meet the expectations of the clinical and biopharma partners.


Overview on responsabilities :
  • Developing and deploying Deep Learning models and algorithms leading to new radiomics features in the and to new analysis capabilities in the SOPHiA platform, in agreement with the clinical and biopharma expectations,
  • Following the multimodal projects with the company partners,
  • Answering to requests from clinical partners for clinical research projects,
  • Taking part in the validation processes with respect to the company quality requirements,
  • Being aware of all the new developments related to radiomics and statistical analysis,
  • Ensuring the diffusion of the know-how of the company.

Requirements

  • Engineer / Master 2 / PhD related to Image processing;
  • At least 2 years of industrial experience;
  • Medical data processing, knowledge of the DICOM format, basic knowledge about cancer and therapies;
  • Machine learning and Deep learning, MLOps capabilities;
  • Strong programming skills in Python;
  • The ability to work effectively as part of a multi-disciplinary research team, plus the motivation and discipline to carry out autonomous research;
  • proficiency in English. French or any other language is a nice-to-have.

You are motivated and enthusiastic, with the right combination of analytical, research, technical and communication skills? You are a team player and can work autonomously on both short and long-term projects?

Let's meet!

    Benefits

    You will be joining an organization with the patient at the heart of every decision and action, driven by purpose as we drive exponential growth.

    Business recognition and accolades include:

    • World's most innovative companies (Top 10)
    • World's smartest companies (Top 50)
    • 100 Best Places to Work in Boston
    • Top 10 European Tech Startup - 2020
    • Top 10 European biotechs startup to watch - 2021
    • Top 25 East-Coast Biotech to watch - 2021

    Plus, you will find :

    • Flexible, friendly and international working environment
    • An exciting journey to facilitate patients' access to better treatment worldwide
    • A stimulating technical environment
    • Continuous learning and trainings
    • A competitive salary
    • Vacation bonus in June
    • Onboarding program and Welcome kit for new joiners
    • Health Insurance
    • Meal vouchers card
    • New amazing office space in Bidart, near Biarritz located between the mountains and the ocean 20 minutes from Spain border

    Location: Pessac, FR (Bordeaux area). Office-based, including 2 days per week remote / 3 days on-site.

    Start: ASAP (or as agreed)

    Contract type: Permanent (CDI), full-time


    Application process

    If you think you fit this position, please send a CV and a cover letter. Please note that incomplete applications will not be considered.

    After an initial screening process, candidates will be invited

    Job Specification

    Job Rewards and Benefits

    SOPHiA GENETICS

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