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Data Scientist - Detections (1 year FTC)

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📍 Location: United Kingdom

🔍 Industry: Fraud detection

🏢 Company: Ravelin👥 101-250💰 $20,650,880 Series C over 4 years agoFraud DetectionTransaction ProcessingSaaSPaymentsCyber Security

🗣️ Languages: English

🪄 Skills: DockerPythonKubernetesMachine LearningNumpyPandasCI/CD

Requirements:
  • Experience building and deploying ML models using the Python data stack (numpy, pandas, sklearn).
  • Understand software engineering best practices (version control, unit tests, code reviews, CI/CD) and how they apply to machine learning engineering.
  • Strong analytical skills.
  • Being a strong collaborator with colleagues outside of your immediate team, for example with client support teams or engineering.
  • Being skilled at communicating complex technical ideas to a range of audiences.
  • The ability to prioritise and to manage your workload.
  • Being comfortable working with a hybrid team.
Responsibilities:
  • Build out our model evaluation and training infrastructure.
  • Develop and deploy new models to detect fraud whilst maintaining SLAs.
  • Write new features in our production infrastructure.
  • Research new techniques to disrupt fraudulent behaviour.
  • Investigate model performance issues using your experience of debugging models.
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