Data Scientist - Trust & Safety

岗位职责 / Responsibilities

About the team

The mission of data science is to help Trust & Safety make many good decisions using data. As a member of our team, you are instrumental in ensuring that we use data to keep our users and community safe. You will help scope out projects, ideate on new strategies, and most importantly, use data to find insights, diagnose problems and tell compelling stories. You will partner with a variety of stakeholders across operations, policy, product and engineering teams - both locally and globally.

Responsibilities

- Work with large and complex data sets to support project execution and strategic planning

- Design and monitor core metrics; perform root cause analysis to explain drivers

- Collaborate closely with the global Trust and Safety team, proactively providing insights and recommendations and overseeing the macro direction of the business

- Influence stakeholders through data-based recommendations and mobilize cross-functional teams by telling compelling stories with data to drive business impact and innovative breakthrough

- Use data and insights to form best-in-class heuristics to proactively detect and disarm safety incidents

- Develop metrics and visualization tools to evaluate risks of the platform and the impact of safety strategies

任职要求 / Requirements

Minimum Qualification(s)

- 5+ years of experience in data science, analytics or quantitative analysis

- Experience working with SQL, ETL, R/Python, Tableau, Excel

- Experience building data infrastructure and implementing reporting solutions

- Experience with creating data visualizations to communicate metric performance

- Independently design, research, develop and apply ML/AI solutions to solve business problems, including prediction, optimization, segmentation and so on. Build evaluation systems for outputs to minimise error and bias and identify root causes such as limitations with model's training data / context window.

- Ability to solve problems using quantitative approaches; strong communication skills to communicate complex concepts and analytical results across technical and non-technical audiences to drive business impact

- Degree in a quantitative discipline (e.g., Statistics, Economics, Computer Science, Mathematics, Engineering)

Preferred Qualification(s)

- Experience of working in online content platforms, Trust & Safety or risk management

- Experience working with international partners in different time zones

- Demonstrated experience using AI tools and emerging technologies to generate insights, improve workflows and develop new capabilities

- Passion for social technology products and a curiosity to learn and grow with a fast paced company