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Postdoctoral Fellow – Oncology – Machine Learning

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AstraZeneca

10d ago

  • Job
    Full-time
    Entry Level
  • Data
    Research & Development
  • Mississauga
  • Quick Apply

AI generated summary

  • You need a PhD in a quantitative field, strong ML skills for biological data, programming in Python/R, excellent communication, and a track record of research contributions.
  • You will collaborate with experts, develop algorithms for individualized treatment decisions, analyze data using machine learning, and publish research findings in top journals.

Requirements

  • A PhD in a quantitative discipline (Computer Science, Data Sciences, Mathematics, Physics, Computational Statistics or similar)
  • Excellent communication and presentation skills
  • Expertise solving big/complex data problems with state-of-the-art analytical techniques, particularly in machine/deep learning (preferably for biological/health data e.g., genomics)
  • High programming proficiency (Python and/or R)
  • Experience working with health data or biological data
  • Experience contributing to the research community through re-useable code and publication

Responsibilities

  • Work alongside technical and domain experts, including drug project teams and the burgeoning Data Science and AI community across AZ and Rigshospitalet.
  • Contribute to scientific strategies & provide a rationale for targeting specific patient cohorts in studies
  • Develop algorithms that can be implemented to improve benefit-risk for treatment based on individualized decision support
  • Employ a range of machine learning techniques to reveal unique patterns and actionable insight impacting research and clinical practices.
  • Publish cutting edge research, code and scientific discoveries in high-impact journals, meetings and repositories.

FAQs

What is the duration of the Postdoctoral Fellow position?

The position is for a 1 year contract term, with a strong possibility of extension for a 2nd year.

Where is the position located?

The position is located in Mississauga, ON.

Is travel required for this position?

Yes, the position will require at least 1 week of travel to Denmark for training purposes.

What qualifications are necessary for this role?

A PhD in a quantitative discipline such as Computer Science, Data Sciences, Mathematics, Physics, Computational Statistics or similar is required.

What skills are emphasized for candidates applying for this role?

Candidates should have excellent communication and presentation skills, expertise in solving big/complex data problems with machine/deep learning techniques, and high programming proficiency in Python and/or R.

Are there opportunities for publication in this role?

Yes, there will be opportunities to publish cutting-edge research, code, and scientific discoveries in high-impact journals, meetings, and repositories.

What types of data will the candidate work with?

The candidate will work with unique Danish Health Registry data, Electronic Health Record (EHR) data, and internal AstraZeneca data related to blood cancer treatments.

Does AstraZeneca support diversity and inclusion in the workplace?

Yes, AstraZeneca is committed to diversity and inclusion and providing a workplace that is free from discrimination.

Is experience with health or biological data preferred for this position?

Yes, experience working with health data or biological data is considered a desirable skill for candidates.

What is the team's focus within AstraZeneca?

The Oncology R&D team is dedicated to eliminating cancer as a cause of death and focuses on delivering life-changing medicines through collaborative research.

AstraZeneca

What science can do

Science & Healthcare
Industry
10,001+
Employees

Mission & Purpose

We're transforming the future of healthcare by unlocking the power of what science can do for people, society and the planet. AstraZeneca is a global pharmaceutical company dedicated to improving the health and well-being of people worldwide. With a focus on innovative research and development, AstraZeneca develops and manufactures a wide range of prescription medicines, including treatments for cardiovascular, respiratory, oncology, and other therapeutic areas. Their aim is to transform the lives of patients by discovering, developing, and delivering innovative medicines that address unmet medical needs. AstraZeneca's purpose is to push the boundaries of science and collaborate with healthcare professionals, organisations, and communities to improve patient outcomes and contribute to the advancement of healthcare globally.