Data Analytics Manager

6 days ago

Jakarta, Jakarta, Indonesia Wirehire Full time 10,000,000 - 20,000,000 per year


Job Description:

  • Build predictive models for credit risk, collections, fraud, and other business needs in the financial industry.
  • Manage and own the entire end-to-end lifecycle of building, validating, deploying, and maintaining predictive models.
  • Engineer predictive features from existing data to create refined customer profiles.
  • Identify external data assets to integrate into the models.
  • Conceptualize and design analytic model frameworks to solve business problems.
  • Utilize strong communication skills to share insights and lead strategy.
  • Ensure multiple stakeholders buy into the vision and execution of the analytics roadmap.

Requirements:

  • Bachelor's degree or equivalent experience in a quantitative field (Statistics, Mathematics, Computer Science, Engineering, etc.).
  • At least 4 years of hands-on experience in building, evaluating, and monitoring machine learning models for collection risk or consumer credit scoring.
  • At least 2 years of leadership experience.
  • Solid understanding of mathematics and statistics.
  • Knowledge of machine learning concepts such as Bagging, Boosting, Recommendation Engines, etc.
  • Expertise in feature creation on a variety of data types.
  • Professional experience in developing machine learning analytics models.
  • Understanding of trade-offs between model performance and business needs.
  • Proven ability to formulate data science solutions to business problems.
  • Proven ability to communicate with business stakeholders.
  • Experience and knowledge in more than one domain (Risk Analytics, Marketing Analytics, Fraud Analytics, etc.) is a plus.

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