Zego
Financial Services
SeniorDataScientist
“Senior Data Scientist at Zego. Skills: Data science, Data engineering, ML modelling, Signal processing. Process sensor data. Research behavioural features”
Industry & Context.
Reason about noise; Reason about sampling; Reason about filtering; Reason about physical meaning
What They're Looking For.
Must Have
MSc in quantitative field, Engineering foundations, Working knowledge of digital signal processing, Proven track record delivering projects into production, Production-grade Python code, Production-grade SQL code, Experience developing ML models, Experience evaluating ML models, Designed data pipelines from scratch, Built data pipelines from scratch, Maintained data pipelines from scratch, Fluent with AI coding assistants
Nice to Have
Experience applying signal processing to sensor data in production, Exposure to insurance, Exposure to mobile data, Exposure to behaviour modelling, Experience with cloud platforms, Experience with containerisation, Experience with data orchestration frameworks, Familiarity with MLflow, Familiarity with DVC, Familiarity with Streamlit
What You'll Do.
Research behavioural features
Research detection algorithms
Design behavioural features
Build behavioural features
Write production-grade Python
Write production-grade SQL
Prioritise simple solutions
Prioritise robust solutions
Use rule-based solutions
Validate impact with data
Automate insight generation
Collaborate with engineers
Collaborate with product managers
Collaborate with actuaries
Get features into pricing path
Measure feature effect
Translate sensor data
Generate clear findings
How You'll Work.
Team & Collaboration
Engineering; Product; Actuarial colleagues; Cross-functional teams; Technical audiences; Non-technical audiences
Communication Scope
Translate complex data; Share insights clearly
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