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Director, Genomic Data Science

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AstraZeneca

Dec 4

  • Job
    Full-time
    Senior Level
  • Data
    Research & Development
  • Barcelona
  • Quick Apply

AI generated summary

  • You need a PhD, 8+ years in data science, strong programming skills, experience in machine learning, knowledge of genomics, and ability to lead teams and projects. Familiarity with Generative AI is a plus.
  • You will lead teams in applying machine learning to drug discovery, build stakeholder relationships, oversee projects, drive scientific publishing, and ensure compliance with industry standards.

Requirements

  • PhD degree (or equivalent experience) in Machine Learning, Computational Biology, Bioinformatics, Biostatistics, or a related quantitative discipline
  • Established scientific reputation through a track record of peer-reviewed publications in high-impact scientific journals, patents, technical white-papers or equivalent
  • Strong programming experience and technical expertise demonstrated by previously published data science software projects
  • Over 8 years of experience in large-scale data analysis, applied statistics, or machine learning building and leading successful teams
  • Proven prior experience in developing innovative machine learning and deep learning systems using established frameworks (e.g. scikit-learn, PyTorch, TensorFlow, Keras)
  • Ability to communicate effectively with team members and non-experts, both verbally and through documentation
  • Ability to carry out duties under minimal supervision
  • Excellent interpersonal skills and willingness to work within a team in a quickly evolving environment
  • Understanding or curiosity about the potential of genomics to impact drug discovery
  • Previous experience in a similar role
  • Familiarity working on genomics studies involving one of AstraZeneca’s core therapeutic areas (e.g. Cardiovascular, Renal and Metabolic; Respiratory & Immunology; Rare Diseases; Oncology)
  • Integration of multiple -omics data types
  • Familiarity with Generative AI models (e.g. LLMs)
  • Experience in high performance and/or cloud computing
  • Experience directing or project-leading external collaborations
  • Ability to provide leadership and guidance to deliver project goals through others

Responsibilities

  • Leading teams to translate disease biology problems into appropriate machine learning frameworks across drug discovery project portfolio.
  • Identifying new opportunities to maximise the discovery potential from the growing data, tools, and expertise resources in the wider organisation.
  • Building strong relationships with senior and executive stakeholders to ensure the utilisation of genomics information and insights.
  • Promoting ongoing knowledge and awareness of trends, best practices, and new developments in genomics, data science, and AI, influencing functional practices and strategy.
  • Overseeing a portfolio of Data Science, ML, and AI projects with defined scopes across multiple geographical locations.
  • Driving and contributing to scientific publications, publishing data and code internally and externally.
  • Defining training standards for junior colleagues, focusing on genomics and machine learning best practices and principles.
  • Leading within the AstraZeneca data science community to develop genomics best practices and cross-functional opportunities that drive value.
  • Driving the technical implementation of existing strategies to deliver innovative solutions that address scientific challenges.
  • Maintaining a well-developed knowledge of genomic data science and staying abreast of technical advances in the international community.
  • Ensuring own work, and work of team, is compliant with Good Laboratory Practice, Safety, Health and Environment standards and all other internal AstraZeneca standards and external regulations.

FAQs

Do we support remote work?

Yes, we offer a hybrid work model with three days in the office and two days working from home.

What qualifications are required for the Director, Genomic Data Science position?

A PhD degree (or equivalent experience) in Machine Learning, Computational Biology, Bioinformatics, Biostatistics, or a related quantitative discipline is required.

How many years of experience are needed for this role?

At least 8 years of experience in large-scale data analysis, applied statistics, or machine learning, along with experience in building and leading successful teams.

Is a background in genomics necessary for this position?

While not strictly necessary, an understanding or curiosity about the potential of genomics to impact drug discovery is essential.

What are the main responsibilities of the Director, Genomic Data Science?

Responsibilities include leading a team of data scientists, designing methods for analyzing large-scale genomic data, overseeing projects, building relationships with stakeholders, and driving scientific publications.

Are there opportunities for collaboration in this role?

Yes, the position involves close collaboration with cross-functional experts across various disciplines to advance genomics capabilities.

What desirable criteria should candidates have?

Desirable criteria include previous experience in a similar role, familiarity with AstraZeneca's core therapeutic areas, experience integrating multiple -omics data types, and familiarity with Generative AI models.

What type of culture does AstraZeneca promote?

AstraZeneca promotes a collaborative and inclusive culture that champions diversity, lifelong learning, growth, and development.

What is the work location for this position?

The position is located in Barcelona, Spain.

How will my work be evaluated in this role?

Your work will be evaluated based on the successful execution of data science and machine learning strategies, technical excellence, and contributions to innovative scientific insights.

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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.