SQLAnomaly DetectionData AnalysisData AnalyticsData ModelingData ScienceModel ValidationModeling ToolsPythonUnstructured Data
Senior (5-8 years) -
UK
Kraken is your bridge to the world of crypto.
600+ employees
Blockchain
Role
Who you are
5+ years of industry experience in data science
Data science experience in the financial industry
A consistent track record of performing data analysis using Python and SQL
Experience using statistics and machine learning to solve complex business problems
Versatility and willingness to learn new technologies on the job
The ability to clearly communicate complex results to technical and non-technical audiences
Experience with containerization and deployments (docker kubernetes)
Experience with CI/CD (Gitlab Argo Airflow)
Familiarity with financial crime and market abuse typologies is a plus
Experience with crypto/blockchains preferred
Desirables
Versatility
Willingness to learn
Clear communication skills
What the job involves
Partner with Compliance operations, Product, Engineering and other stakeholders to build descriptive and predictive models to identify anomalous activity
Maintain, update, and enhance the transaction monitoring and customer risk scoring codebases
Ensure that all activities meet model validation and audit requirements
Design and build proof-of-concept models to test hypotheses and help with idea generation and refinement
Develop unsupervised and supervised models to find anomalous and risky activity
Use structured and unstructured data to enrich transaction monitoring and customer risk scoring metadata
Develop anomaly detection, data quality checks, and data modeling tools to monitor key performance indicators to improve the efficiency of models
Application process
This job is accepting ongoing applications and there is no application deadline