Offers “Gsk”

Expires soon Gsk

Data Analyst, encoded library technologies

  • Durham (Durham)
  • Personal services

Job description

Site Name: USA - Pennsylvania - Philadelphia, USA - North Carolina - Durham
Posted Date: Jan 20 2022

A new position has become available within our Encoded Library Technologies group at GSK, based from our R&D site at Cambridge, MA. 

This role will be a part of a new effort to leverage large scale DNA Encoded Library data to address significant challenges in the pre-commit to target through candidate selection. This will require demonstrated data science contributions from inception to delivery and preferably a working knowledge of biology and chemistry within a life science research setting. 

The Encoded Library Technologies (ELT*) group at GSK operates at leading edge of drug discovery where at any given point we are seeking affinity probs or starting points for medicinal chemistry for dozens of projects across the entire research portfolio. With over 15 years of production operation we have amassed a quality annotated and orthogonally validated DNA Encoded Library : drug target database with millions of binding measures across hundreds of therapeutically relevant targets. This dataset is integrated as part of the R&D wide assay domain and is accessible by a state of the art global HPC infrastructure totaling over 20 PFlops of compute capability, 20 PB of storage including NVIDIA DGX-2, DGX-3 as well as custom ASIC systems optimized for AI.  This role will be a key contributor to the team that scopes, builds, embeds and supports prediction systems that contribute to effective decision making and reduce cycle times.  

Key Responsibilities include, but are not limited to:  

· 
Accountable for scoping and building predictive analytics systems that maximize impact for Encoded Library Technology data 

· 
Contribute to documentation and training materials as part of full lifecycle management to ensure embedding in the scientific organization 

· 
Contribute to research of new methodologies as they apply to Encoded Library Technology and/or small molecule discovery associated data 

· 
Present and/or write reports on the scientific aspects of the predictive systems for internal and external audiences. 

 

Why you?

Basic Qualifications:

We are looking for professionals with these required skills to achieve our goals:

· 
BS/MS in Data Science/Computational Biology/Chemistry 

· 
Demonstrated success in contributing to the delivery of full lifecycle analytics solutions in Biopharma or large academic collaborative efforts in a life science field 

· 
Demonstrated e xperience  in the creation, execution and interpretation of predictive systems that leverages of at least one of the following for regression or classification: Neural networks, SVM, Gradient Boosting or Random Forest 

· 
Experience p rogramming proficiencin Python

Preferred Qualifications:

If you have the following characteristics, it would be a plus:

· 
Track record of publication in relevant scientific journals and/or invited speaker presentations 

· 
Working knowledge of biology and chemistry 

· 
Experience working in a matrix environment with input from life scientists, tech, data and AI/ML engineering 

· 
Proficiency with deep learning frameworks such as Tensorflow or Pytorch 

 

 

Why GSK?

At GSK, we have already delivered unprecedented change over the past four years, improving R&D, becoming a leader in Consumer Health, strengthening our leadership, and transforming our commercial execution. Now, we’re making the biggest changes we’ve made to our business in over 20 years.  We’re on track to separate and create two new companies in 2022:  New GSK with a leading portfolio of vaccines and specialty medicines as well as R&D based on immune system and genetics science; and a new world-leading consumer healthcare company of loved and trusted brands.​



With new ambition comes new purpose. For New GSK, this is to unite science, talent and technology to get ahead of disease together – all with the clear ambition of delivering human health impact; stronger and more sustainable shareholder returns; and as a new GSK where outstanding people thrive.​



Getting ahead means preventing disease as well as treating it. How we do all this is through our people and our culture. A culture that is  ambitious for patients  – so we deliver what matters better and faster;  accountable for impact  – with clear ownership of goals and support to succeed; and  where we do the right thing . So, if you’re ready to improve the lives of billions, join us at this exciting moment in our journey. Join our challenge to get Ahead Together.​

*LI-GSK

If you require an accommodation or other assistance to apply for a job at GSK, please contact the GSK Service Centre at 1-877-694-7547 (US Toll Free) or +1 801 567 5155 (outside US).

GSK is an Equal Opportunity Employer and, in the US, we adhere to Affirmative Action principles. This ensures that all qualified applicants will receive equal consideration for employment without regard to race, color, national origin, religion, sex, pregnancy, marital status, sexual orientation, gender identity/expression, age, disability, genetic information, military service, covered/protected veteran status or any other federal, state or local protected class.

At GSK, the health and safety of our employees are of paramount importance. As a science-led healthcare company on a mission to get ahead of disease together, we believe that supporting vaccination against COVID-19 is the single best thing we can do in the US to ensure the health and safety of our employees, complementary workers, workplaces, customers, consumers, communities, and the patients we serve. 

GSK has made the decision to require all US employees to be fully vaccinated against COVID-19, where allowed by state or local law and where vaccine supply is readily available. The only exceptions to this requirement are employees who are approved for an accommodation for religious, medical or disability-related reasons.

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