Sr. AI/ML Engineer

  • Company: GSK
  • Salary:
  • Category: Engineering
  • Location: Brentford
  • Date: 1 week ago
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Job DescriptionWe offerSite Name: UK - London, UK - London - Brentford Posted Date: Oct 20 2020 Senior AI/ML Engineer Location: Central London At GlaxoSmithKline we have created a world-leading data and computational environment to enablelarge scale scientific experiments that exploit GSK's unique access to data. Our focus is onbringing data, analytics & science together into solutions for our scientists to develop medicinesfor patients. We are seeking to grow our team with brilliant and diverse contributors with technical ability. Weare looking for machine learning and infrastructure experts that want to be part of a team thatdiscovers new medicines. The role of AI/ML Embedded Engineer is an exciting opportunity that willstretch your knowledge and curiosity, offering the opportunity to learn new skills and work withina global community. This is a hands-on position where you will be empowered to be creative, ambitious and bold. Ourmission on the AI/ML Platform Engineering team is to provide deep computing expertise, automatedworkflows, production-grade infrastructure, and helpful tooling to enable the AI/ML team and ourpartners to solve cutting-edge research problems in the pharma space and translate their solutionsinto direct impact on the business and on patients. The Embedded Engineer function embeds directlywith AI/ML project teams doing cutting-edge work, serving as the voice of expertise in softwareengineering, scientific computing at scale, and expert problem-solving. This role will provide YOU the opportunity to lead key activities to progress YOUR career. As aAI/ML Embedded Engineer, we'd like you to be able to: * Embed with AI/ML and data science project teams to provide deep expertise in softwareengineering, parallel computing, and big data tools * Drive and teach standards for code, tool use, engineering best practices, etc * Stand up useful tools such as AutoML (e.g. Uber's Ludwig, autosklearn, ...) and integrate themwith metadata-driven training and production deployment workflows * Help to guide the AI/ML Platform Engineering team's efforts based on first-hand experience onprojects using our tools * Work with partners in data platform, scientific computing, and similar teams to ensure theAI/ML org has the data, computing resources, and workflows/abstractions needed to do our bestwork. Why you? Basic Qualifications: We are looking for professionals with these required skills to achieve our goals: * Advanced Degree (Pure Mathematics or Engineering, Statistics, Data Science, AppliedMathematics, Computer Science, Physics, Computational Biology, Computational Chemistry orrelated quantitative field) * Expert understanding of Python * Experience with at least one Deep Learning framework such as TensorFlow, Keras, or PyTorch,including parallelism * Experience with common big data tools such as Spark * Significant experience with professional software development practices such as code standards,code reviews, source control best practices, etc * Excellent written and verbal communication skills Preferred Qualifications: If you have the following characteristics, it would be a plus: * Ability to work autonomously and collaboratively as part of a team to both teach and learnevery day * Exposure to job scheduling systems such as Slurm, YARN, or Kubernetes *LI-GSK GSKTechTalent Why GSK At GSK, we're a company with a special purpose, to help people do more feel better and live longer.Realising our purpose starts with us. When we feel at our best, we perform at our best. When you set out on your adventure at GSK, we make a deal. You commit to living GSK's values andexpectations and performing against our Innovation, Performance and Trust priorities. And inreturn, GSK commits to providing the right environment for you to thrive. Put simply, it's aboutyou being motivated to do your best work, in a place where you can be you, feel good and keepgrowing. Together we build an environment where we can all thrive and focus on what matters most to each ofus. It is only through the energy, dedication, drive and passion of all of us that we can be thevery best for GSK, and importantly, for our patients and consumers. As a company driven by our values of Patient focus, Transparency, Respect and Integrity, we knowinclusion and diversity are essential for us to be able to succeed. We want all our colleagues tothrive at GSK bringing their unique experiences, ensuring they feel good and to keep growing theircareers. As a candidate for a role, we want you to feel the same way. As an Equal Opportunity Employer, we are open to all talent. In the US, we also adhere toAffirmative Action principles. This ensures that all qualified applicants will receive equalconsideration for employment without regard to race/ethnicity, colour, national origin, religion,gender, pregnancy, marital status, sexual orientation, gender identity/expression, age, disability,genetic information, military service, covered/protected veteran status or any other federal,

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