Senior / Data Scientist

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

  • Define data sources and requirements, design and implement processes and models for complex, large-scale datasets used for predictive modelling, data mining, and research purposes.
  • Provide critical thinking to look at numbers, trends, and data and come to correct conclusions based on the findings.
  • Analyst data (structured and un-structured) and to recommend appropriate Machine-Learning (ML) solutions for business objectives
  • Develop and support predictive analytics models using R and/or Python
  • Work with the deployment teams to translate models into technical solutions for BAU
  • Incorporate machine learning and results from experiments into refined models for predictive risk management.
  • Identify opportunity and conduct R&D to improve efficiency & effectiveness of business process using ML model across variety of fields such as risk, marketing, collection, customer service, underwriting; by using our vast amount and unique set of data
  • Present key findings to senior management and/or other stakeholders with actionable recommendations.

Requirements:

  • 4+ years of industry experience in working at financial domain for a consumer-facing company
  • Experience building robust end-to-end predictive models using the latest Machine Learning techniques and methodologies
  • Proficiency in Python or R. Exposure to RDBMS (i.e. MySQL, PostgreSQL) and No-SQL platforms (i.e. S3)
  • Proven experience leading data-driven projects from definition to execution: defining metrics, experiment design, communicating actionable insights.

Added advantage

  • Experience with alternate data to evaluate credit risk
  • Experience in building state of the art Computer Vision or NLP models

*** Mention DataYoshi when applying ***

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