2022-08-19 17:26:19
We are looking for Head of Data Science for digital bank in Vietnam Location: Vietnam
Responsibilities:- Lead and build a team of data scientist to deep dive into the data and answer complex business questions;
- Explore and extract insights from massive dataset of geospatial, behavioral, economic, and the extraction of 3rd party data, to power a credit scoring model that can make financing decisions instantly, accurately and in fairness to the end user;
- Leveraging data to help the business answer questions around further expansion, products, user acquisition/retention/churn and any other business goals that can be addressed through data insights;
- Build, validate, test, and deploy machine learning or other data science models to predict and influence the behavior of consumers with the goal of optimizing system efficiency of the platform;
- Develop a deep behavioral understanding and intuition of users and translate these intuitions into actionable, creative insights that produces heuristic or classification models to identify system violators;
- Manage and own the entire end-to-end lifecycle of designing models, working with Engineering for implementation, scaling, to maintenance and enforcement;
- Work independently or in a team to solve complex problem statements;
- Test and validate these insights via rapid experimentation and deployment;
- Interface with business & operation teams to formulate solutions & product changes informed by your findings.
Requirements:- Experience in leading a team of data scientists, preferably in a startup or tech company;
- 8+ years relevant industry experience (preferably in an Internet or 'Direct to Consumer' company with high velocity data and scaled controlled experiments);
- Strong statistical knowledge - ideally having utilized controlled experiments in the industry;
- Experience solving prediction, classification, reinforcement problems using applied statistics & machine learning;
- Experience with Data Science / scripting / programming tools, including but not limited to Python, R or SQL;
- Experience in Spark (Scala / pySpark) would be a plus.
Contacts: @kseniagaykova or @senchilonastya#datascience #banking
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