Data Scientist Software Engineer

Data Scientist Software Engineer jobs at Big-Data.digital

Data Scientist Software Engineer

$ Not disclosed

About Johnson & Johnson

For more than 130 years, diversity, equity & inclusion (DEI) have been part of our cultural fabric at Johnson & Johnson and woven into how we do business every day. Our commitment to respect the dignity and diversity of all is embedded in our Credo.

We know that the success of our business depends on having the best talent in a workforce that reflects the diverse markets we serve around the world and an inclusive culture that values different perspectives and life experiences.

That is why we in the Nordics are working to create an inclusive environment where diverse backgrounds, perspectives and experiences are valued and each and every one of our people feel that they belong and can reach their potential. No matter who they are.

Diversity, Equity & Inclusion at Johnson & Johnson means “You Belong”!

Johnson & Johnson is a company committed to doing good for the world. We blend Heart, Science and Ingenuity to profoundly change the trajectory of health for humanity.

The Johnson & Johnson Medical Devices Companies’ purpose is to reach more patients and restore more lives. Having advanced patient care for more than a century, these companies represent an unparalleled breadth of products, services, programs and research and development capabilities in surgical technology, orthopedics, cardiovascular and specialty solutions with an offering directed at delivering clinical and economic value to health care systems worldwide.


Data Scientist Software Engineer

Would you like to contribute to bring machine learning and computer vision technologies into human clinical surgery? Ethicon strives to provide next-generation visualization technologies to benefit surgeons and patients around the world! Joining us, you will work with a Copenhagen and Silicon Valley R&D team with expert computer vision, machine learning and robotics engineers to develop future visualization solutions to advance minimal invasive surgery. You will develop software applications in a combination of 1) pushing pipelines towards market launch in a structured medical device design control environment and 2) maturing technology feasibility pipelines in a dynamic, fast-paced, innovative environment. The candidate will work with the team in an agile development environment and collaborate with other Advanced Imaging program groups.

This position is located in either Copenhagen, Denmark or Santa Clara, CA, USA. There will be opportunities for international travel. Occasional evening or early morning working hours should be anticipated to accommodate meeting schedules with colleagues in the United States or Copenhagen time zones, depending on location.


Objectives of the Position

  • Work with team to collect, classify, and structure image data from a stereo endoscope (conduct experimental setup to acquire needed data).
  • Work with team to develop data ground truth definitions for intended uses.
  • Progress data acquisition infrastructure to support efficient development of deep learning based models.
  • Build and deploy tools for visualizing, debugging, and evaluating the image data, associated annotations, and system performance characterization.
  • Support other software development as needed by the team.
  • Optimize deep learning models.
  • Deploy deep learning models into advanced imaging pipelines.
  • Keep oriented about the latest research within machine learning fields and potentially integrate to the advanced imaging software pipelines.

Qualifications
  • A BS or MS in engineering (required)
  • Experience or a proven interest with handling data, defining data ground truths, and handling data infrastructures (required)
  • Software Engineering and programming skills with Python (required)
  • Experience with deep learning based frameworks such as PyTorch or TensorFlow (required)
  • Experience with at least one of the following deep learning based tasks:

Classification, Dense labelling such as semantic segmentation, instance segmentation, panoptic segmentation, Object detection and Key point detection (required)

  • Experience working in a Linux environment (required)
  • Experience within Git source control, algorithm testing, continuous integration, documentation, and cloud infrastructure (preferred)
  • Familiarity with computer vision fundamentals is preferred (intrinsic and extrinsic calibrations, projection matrices, and epipolar geometry-preferred)
  • Software Engineering and programming skills with C++ (preferred)
  • Familiarity with robotic setups for automated data acquisition (preferred)

What You Will Need To Succeed

  • High collaborative manner and focused on building positive relationships.
  • Flexible mindset and ability to work in a fast-changing environment.
  • Have an open mind set and contribute to improve processes and development pipelines in an efficient way. Listen and build an atmosphere of trust and mutual respect.
  • Performance oriented with a passion of delivering high quality within agreed timelines.

Johnson & Johnson is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, or protected veteran status and will not be discriminated against on the basis of disability.


Application

If you are interested in this position, please apply with an updated CV and Cover letter. The selection process will start during the standard 14-days posting period, please send in your application as soon as possible. We reserve the rights to close the advert earlier. All applicants can expect feedback on the application.

If you have issues applying, please use Chrome Web Browser and reset your password. If that does not help you can get more guidance and contact us from this page: https://www.careers.jnj.com/contactus-faq.



Primary Location
Denmark-Hovedstaden-Birkerod-
Other Locations
North America-United States-California-Santa Clara
Organization
Janssen Cilag A/S (7070)
Job Function
R&D
Requisition ID
2105979041W

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Published 2021-11-04

Johnson & Johnson Family of Companies looks for a Data Scientist Software Engineer in Santa Clara, CA location.

How much Data Engineer Jobs professional earns at Johnson & Johnson Family of Companies?

The proposed salary for Data Engineer Jobs position at Johnson & Johnson Family of Companies is Not disclosed.

Data Scientist Software Engineer responsibilities at Johnson & Johnson Family of Companies

According to the common industry standard, Data Engineer Jobs specialist is in charge for the following activities.

Required Data Engineer Jobs qualifications at Johnson & Johnson Family of Companies

To be disscussed with candidate