What you will be doing?
The essential functions of this position include but are not limited to:
-Developing industry-leading data science solutions through working with:
oOur Data Science Manager, Head of Insights & Data and stakeholders to understand the business problem to be solved
oData Intelligence colleagues to source the data required for model(s)
oData Science colleagues to select/develop optimal algorithms/techniques
-Devising statistically robust testing plans to validate/demonstrate model efficacy
-Interpreting real-time feedback from deployed tests and adapt where necessary
-Collaborating with colleagues in Trading, Finance, Supply, Partner and Customer functions to solve real problems with deployable solutions
-Effectively communicating outputs to other team members and the wider business in a concise manner that can be understood by both technical and non-technical audiences
-Keep up to date with the latest techniques
oWe are particularly supportive of ongoing learning and development
oWe have a ringfenced training budget and a flexible approach to self-paced online learning and appropriate training (Head of Insights & Data approval required)
-Become active in the global data science community - meetups, university collaborations, data science open source, etc.
-M.S. or Ph.D. in a relevant quantitative field, or 3+ years` experience in a relevant role
-Demonstrated skills in modelling, algorithms, stats and machine learning workflows
-Ability to communicate with colleagues in a clear, precise, and actionable manner
-Familiarity with relational (SQL) databases
-Ability to create compelling visualisations and dashboards (we use Superset and Tableau primarily - for legacy reasons - but of course open to others
-Proficiency with Git and modern development workflows (pull requests etc...)
-Working knowledge (and respect for) factors which need to be considered when deploying to production environments (computational complexity, resource requirements etc...)
-Experience using more advanced ML libraries (TensorFlow, PyTorch, MXnet, etc..) a plus
Sorry, this vacancy is closed.
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