Software Engineer

1 month ago

Seattle, United States GlaxoSmithKline Full time

Site Name: Seattle Sixth Ave, USA - Washington - Seattle Posted Date: Oct 16 2023 At GSK we see a world in which advanced applications of Machine Learning and AI will allow us to develop transformational medicines using the power of genetics, functional genomics, and machine learning. AI will also play a role in how we diagnose and use medicines to enable everyone to do more feel better and live longer. It is an ambitious vision that will require the development of products at the cutting edge of Machine Learning and AI. We're looking for a highly skilled software engineer to help us make this vision a reality. We are building a first-in-class platform of tools and services covering high performance computing, model training and deployment, metrics calculation and metadata instrumentation; our goal is to decrease AI/ML cycle times and raise the quality bar on our shipped services by simplifying platform integration and accelerating R&D end-to-end. Competitive candidates will have a track record of writing and shipping quality, well-documented and well-tested software - preferably in the AI/ML industry. They should be comfortable with modern, cloud-native computing such as the Docker/Kubernetes/Helm ecosystem, and with development and production deployment on distributed systems and/or high-performance computing environments. Experience with shipping products using frameworks like TensorFlow or Pytorch is highly preferred. Candidates should have a strong sense of the abstractions needed to represent ML workflows and be (willing to) a subject matter expert in the ever-changing machine learning software ecosystem. Strong candidates will have graduate studies in Computer Science or equivalent demonstrated work experience. Educational or professional background in the biological sciences is a plus, but not necessary. The AI/ML team is built on the principles of ownership, accountability, continuous development, and collaboration. We hire for the long term, and we're motivated to make this a great place to work. Our leaders will be committed to your career and development from day one. Why you? Basic Qualifications: * Bachelors or graduate degree in Computer Science, preferably focused on software engineering, high-performance computing, or machine learning. 5+ years of industry experience in software/machine learning engineering. . Experience in n Python. Experience in deploying APIs/backend services. * Experience developing infrastructure using Cloud services in GCP or similar cloud environment. Experience working with Docker and Kubernetes, or closely related containerization and cluster computing frameworks. Preferred Qualifications: * Candidates with explicit experience working with HPC, distributed systems, and machine learning orchestration (using Tensorflow, or Pytorch or similar) in the AI/ML space will be highly competitive. Technical leadership and experience leading development projects and/or teams is preferred. Huge bonus points for experience leading large software projects involving multiple cross-functional teams/stakeholders. Experience upholding software/production best practices, as well as mentorship/coaching is strongly preferred. A willingness and demonstrated ability in these domains are sufficient. Competitive candidates will be agile-minded, demonstrating clear proficiency of iterative software development and prototyping. Candidates who've worked on Search products, Knowledge Graphs, or other production AI/ML products will be highly competitive. Why GSK? GSK is a global biopharma company with a special purpose - to unite science, technology and talent to get ahead of disease together - so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns - as an organisation where people can thrive. Getting ahead means preventing disease as well as treating it, and

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