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Machine Learning Research Engineer at Seldon

Company: Amadeus Capital Partners Ltd
Location: Cambridge
Posted on: May 3, 2021

Job Description:

Machine Learning Research Engineer at Seldon Seldon is looking for a Machine Learning Research Engineer to join our Research and Data Science team. We are focused on making it easy for machine learning models to be deployed and managed at scale in production. We provide Cloud Native products that run on top of Kubernetes and are open-core with several successful open source projects including Seldon Core , Alibi:Explain and Alibi:Detect . Within our Data Science team we work on distilling and conducting research to enable trust in production machine learning systems.About the roleYou will primarily work on our open-source machine learning explainability and monitoring libraries Alibi:Explain and Alibi:Detect . Some initial projects may include:Extending distributed computing capabilities of explanation algorithms using RayRe-designing our existing libraries to be multi-backend (TensorFlow and PyTorch) compatibleWorking closely with the wider engineering team on requirements for seamless integration with our productSupporting research projects in the areas of model explainability, outlier and drift detection, model monitoring and more.Contributing to conferences and talks in the broad area of machine learning monitoring.Required QualificationsAdvanced Python programming experience.TensorFlow or PyTorch experience.A solid foundation in machine learning, including probability and statistics.A degree or higher level academic background in a scientific or engineering subject.At least 2 years of experience in industry or academia showing completed projects.Desired qualifications:Contributions to open source software (e.g. implementing research papers)Published research papers in machine learningSome of our technical projects:We built and maintain the model explainability library Alibi:Explain , and the outlier, drift and adversarial detection toolkit Alibi:Detect .We are core authors and maintainers of Seldon Core , the most popular Open Source model serving solution in the Cloud Native (Kubernetes) ecosystemLondon, Cambridge or Remote working available.Share options to align you with the long-term success of the company.Access to discounted lunches, gyms, shopping and cinema tickets.Cycle To Work Scheme.LogisticsOur interview process is normally a phone interview, a take-home coding task, and 2-3 hours of final interviews (carried out virtually). We promise not to ask you any brain teasers or trick questions. We might discuss papers or design an algorithm, the same way we often work together, but we won't make you write code on the spot. Our recruitment process has an average length of 3 weeks.Authorised and regulated by the Financial Conduct AuthoritySDL2017

Keywords: Amadeus Capital Partners Ltd, Cambridge , Machine Learning Research Engineer at Seldon, Other , Cambridge, Massachusetts

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