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Postdoctoral Fellow: Large-scale Genomic Data Mining for Clinical Innovation

AstraZeneca UK

Location: Cambridgeshire

Job Type: Full time

Posted


Postdoctoral Fellow: Large-scale Genomic Data Mining for Clinical Innovation

Cambridge, UK

Competitive Salary, Bonus & Benefits

AstraZeneca’s Centre for Genomics Research (CGR) is looking for a highly motivated and creative postdoc to work on an exciting project involving data mining more than 500K whole genomes (WGS) from UK Biobank and 100K genomes project and developing novel machine learning algorithms to translate obtained knowledge into clinical practice.

About AstraZeneca:

AstraZeneca is a global, science-led, patient-centred biopharmaceutical company focusing on discovering, developing, and commercialising prescription medicines for some of the world’s most serious diseases. But we’re more than a global leading pharmaceutical company. At AstraZeneca, we‘re dedicated to being a Great Place to Work and empowering employees to push the boundaries of science and fuel their entrepreneurial spirit. There’s no better place to make a difference in medicine, patients, and society.

About the Postdoc Programme:

Bring your expertise, apply your knowledge, follow the science, and make a difference. AstraZeneca’s Postdoc Programme is for self-motivated individuals looking to deliver exciting, high-impact projects in a collaborative, engaging and innovative environment. You'll work with multidisciplinary scientific teams from a diverse set of backgrounds and a world-class academic mentor specifically aligned to your project. Our postdocs are respected as specialists, encouraged to speak up, and supported to share their research at conferences, publish papers, achieve their goals and make a difference to our patients.

This is a 3-year programme. 2-years will be a Fixed Term Contract, with a 1-year extension which will be merit based.

About the Opportunity:

Fuelled by next-generation sequencing, human genetics research has provided unprecedented insights into revealing mechanisms of many genetic diseases and brought great value to drug development. The Centre for Genomics Research (CGR) is an AstraZeneca initiative involving the generation and analysis of genetic data in participants from AstraZeneca clinical studies and large population cohorts including the 500,000-participant UK Biobank study. Our in-house clinical genomic database is among one of the largest globally, currently housing close to 700,000 human exome and genome sequences, as well as array genotyping datasets. These enable AstraZeneca to identify genetic determinants of disease risk, validate new targets for medicines, and improve patient stratification opportunities among the core areas of oncology, respiratory, immunology, cardiovascular, renal and metabolic disease.

An exciting Postdoctoral opportunity now exists in CGR, which involves analysing large-scale WGS data and gaining maximal biological insights to aid clinical application. You will apply advanced analytic methods to explore data patterns in human germline mutations, elucidate the mechanisms of germline mutagenesis, and use machine learning algorithms to develop clinical tools for improving patient stratification in drug development.

The successful postdoc will become a member of CGR and work closely with a team of genome analysts and informatics staff. The Postdoc is expected to conduct independent research and produce high-quality peer-reviewed publications and presentations at national and international meetings.

As part of the programme, you will be co-supervised by senior genome analysts from CGR and an external academic advisor from Harvard University.

Why Should You Apply

  • A unique opportunity to deep dive into unprecedented genomic data sets
  • Be part of a group of encouraging and productive computational biologists at AZ
  • Opportunity to collaborate with world-class researchers at Harvard Medical School
  • Lead the project with the support of AZ supervisors and Academic experts
  • Publish first-authored paper in high-impact journals
  • Make contribution to address the unmet needs of patients

Qualification, Skills & Experience:

Essential Requirements

  • PhD in bioinformatics, computational biology, computer science, mathematics, physics, or another related quantitative fields
  • Strong background in machine learning and statistics
  • Proficiency in R or Python
  • Experience in high-performance computing
  • Openness to learn
  • Passionate about translating research into clinical application

Desirable Requirements

  • Experience in analysing large-scale human genomic data
  • Experience in C/C++ programming
  • Experience in GPU programming
  • Experience in cancer and molecular biology
  • Track record of first-authored work published in reputable scientific journals

Ready for an exciting, rewarding challenge? Apply today!

Advert Opens: 10/01/23

Advert Closes: 24/01/23

Date Posted

18-Jan-2023

Closing Date

30-Jan-2023

AstraZeneca embraces diversity and equality of opportunity. We are committed to building an inclusive and diverse team representing all backgrounds, with as wide a range of perspectives as possible, and harnessing industry-leading skills. We believe that the more inclusive we are, the better our work will be. We welcome and consider applications to join our team from all qualified candidates, regardless of their characteristics. We comply with all applicable laws and regulations on non-discrimination in employment (and recruitment), as well as work authorization and employment eligibility verification requirements.