Internship in PHC, Data Analytics and Imaging (m/w/d)

☞ Roche

View: 155

Update day: 21-03-2024

Location: Basel Basel-Stadt BS

Category: Education / Training

Industry: Medical Equipment Manufacturing Biotechnology Research Pharmaceutical Manufacturing

Position: Entry level

Job type: Full-time

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Job content

The Position

At Roche, we believe it’s urgent to deliver medical solutions right now – even as we develop innovations for the future. We are passionate about transforming patients’ lives, and we are fearless in both decision and action. And we believe that good business means a better world.

That is why we come to work each day. We commit ourselves to scientific rigor, unassailable ethics, and access to medical innovations for all. We do this today to build a better tomorrow.

Data Analytics and Imaging (DAI) Group partner to access complex datasets and leverage external technologies to enable advanced imaging applications. Advanced Analytics can be used to generate actionable insights from meaningful data at scale to accelerate R&D and improve patient outcomes. Leveraging advanced image analytics and data on cutting-edge data platforms, we develop innovative tools that enable faster and more accurate detection, characterization and monitoring of complex diseases across therapeutic areas. We aim to accelerate and improve the drug development process by:
  • Accelerating or eliminating manual central review, reducing costs, subjectivity, and variability
  • Developing more informative and robust endpoints
  • Improved diagnostic tools
  • Creating automated assessments for RWD
  • Creating tools to help clinicians to select optimal therapies

In this position you will
  • Collaborate with internal imaging- and data scientists and external vendors to derive and validate novel imaging solutions in support of clinical drug development and RWD evidence generation
  • Contribute to the development of Machine Learning and/or Computer Vision algorithms applied to Digital Pathology
  • Work on algorithm development and validation tasks for instance End-to-end classification/regression, segmentation, registration, radiomics and feature extraction, in Digital Pathology
  • Develop and apply AI/CV methods for patient screening, diagnosis, disease assessment, evaluation of the therapeutic efficacy and/or safety, prediction of prognosis and/or response to therapy with significant business and scientific impact
  • Continually search for opportunities to automate workflows and streamline processes

Who You Are
You are someone who wants to influence your own development. You are looking for a company where you have the opportunity to pursue your interests across functions and geographies. Working in a multicultural environment motivates you. As a fast learner you actively drive the quality of the requirements.

What else do you need in your toolbox?
  • Strong programming skill in Python, hands-on experience of Deep Learning frameworks (TensorFlow, PyTorch, Keras), and familiarity with cloud/scientific computing environments (AWS, HPC) are required for the internship
  • Experience with medical imaging data format and image processing
  • Experience with computer vision techniques applied to medical imaging a plus
  • Understanding of end-to-end ML/DL/AI project management steps like data engineering, computing/storage resource budgeting, model training, model selection and model evaluation
  • Excellent spoken and written English

Length of Assignment:6 months (start date flexible from asap to April 2022)

Education Level:Master’s, PhD

Preferred Majors/Disciplines:An applied quantitative discipline such as Computer Science, Electronic Engineering, Bioengineering, Statistics, Mathematics, Operations Research

To be considered, please send us your complete application merged into one PDF including
  • CV
  • Motivation Letter including desired starting date and duration
  • A certificate of enrollment (if you are currently studying)
  • For UK non-EU/EFTA citizens: Certificate from the university stating that an internship is mandatory (required due to regulations)

Who we are

At Roche, more than 100,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity.

Basel is the headquarters of the Roche Group and one of its most important centres of pharmaceutical research. Over 10,700 employees from over 100 countries come together at our Basel/Kaiseraugst site, which is one of Roche`s largest sites. Read more.

Besides extensive development and training opportunities, we offer flexible working options, 18 weeks of maternity leave and 10 weeks of gender independent partnership leave. Our employees also benefit from multiple services on site such as child-care facilities, medical services, restaurants and cafeterias, as well as various employee events.

We believe in the power of diversity and inclusion, and strive to identify and create opportunities that enable all people to bring their unique selves to Roche.

Roche is an Equal Opportunity Employer.

Job Level:

Entry Level
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Deadline: 05-05-2024

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