Jonathan Hill
Principal Data Scienitist
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About
Senior data scientist with years of commercial data science across many industries. Experience in productionising Machine Learning pipelines and model deployment (MLOps), very hands-on able to work on end-to-end projects from inception to continuous delivery.
Experience
Principal Data Scientist / Head of Data
Nokkel
September 2022 – September 2023 London, United Kingdom
Nokkel provides a property management platform linked directly to financial services.
– Designed, built and productionised MLOps platform for model training, evaluation and inferencing of hundreds of property valuation models
– Responsible for all modelling solution architecture, data ingestion and data engineering, data processing, model training, testing and deployment
– Created bespoke algorithms to overcome technical challenges such as data upsampling, imputation techniques and big data distributed processing
– Focused on temporal geospatial modelling, regressive techniques and explainable AI. Role extended to providing entire Data Analytics capability
– Lead strategic planning, progress reporting towards B2B and B2C projects
Senior Data Scientist
GlobalLogic UK&I (a Hitachi company)
June 2021 – September 2022 London, United Kingdom
GlobalLogic UK&I are a multi-national recognised leader in digital engineering and analytics.
– Creator, contributor and Lead of the Data Science Academy
– Designed, built Deep Learning Accelerator framework provisioning MLOps pipelines with streaming datasets, multi-processor and multi-instance distributed data-parallel modelling
– Actively involved in sales, opportunity discovery and translating business problems to data science solutions and insights
– Created Terraform IaC platform, standardising Data Science on AWS – Productionised models using custom docker containers & algorithms – Lead of multiple SageMaker Immersion days
– Conducted most interviews and mentored multiple team members
– Created, tested custom MLOps frameworks for financial services – Undertaken multiple ESG projects for financial services
– Lead Data Scientist for multiple internship and graduate programs – Subject Matter Expert on AWS and SageMaker best practices
Data Scientist
Inawisdom (Cognizant)
October 2018 – April 2021 London, United Kingdom
Inawisdom are an AWS ML-Competency Premier Partner (consultancy).
– Project Management overseeing both PoC and MVP model development
– Produced, reviewed and materialised low-level architecture designs
– Productionised multiple MVP models on AWS and developed post-project care for detecting and handling model, data and concept drift
– Extremely varied industries, including: chemical production, financial services, catering & food, government services, automotive industry and more
Education
MSc. in Data Science Merit 2018
BSc. in Computer Science Distinction 2016
