Role
As a Fraud Detection Data Analyst you will help detect anomalous behavior indicative of sybil attacks & collusion. These behavioral observations are turned into analysis confirming the intent of the behavior. Communicating this information using data visualization and narrative formats is a key component of this role.
Responsibilities
There are two primary modes of work you will encounter during our 3 month “seasons”.
During the grant rounds:
-Exploratory analysis to find signals of sybil behavior
-Evaluating flagged users to find behavioral observations
-Develop data driven justification for/against flagged grants and users eligibility
-Drafting a Post Round Fraud Analysis report
Between the grant rounds:
-Iteratively improve an in-round analysis run book
-Quality check key data sets (ground truth)
-Collaborate with data science & ML engineers on feature engineering
-Collaborate with data operations to optimize analyst efficiency
-Collaborate with data relations to build a participatory data community
-Participate in objective & key result brainstorming
FDD Participation (How we work)
-Primarily Asynchronous with optional Work in Public times: 1 hour weekly Gitcoin update meeting 1 hour weekly FDD update meeting 1 hour weekly project management alignment meeting
80/20 rule - Work on objectives / Innovation & new ideas
Job Qualifications
Minimum qualifications
-Two years’ experience as a data analyst, and a bachelor’s or master’s degree in a relevant discipline or equivalent training.
-Experience performing exploratory data analysis, creating reports and sharing insights in the form of data visualizations for internal stakeholders.
-Experience with working with diverse datasets using SQL and either Python or R.
-Experience with data visualization and dashboard tools (e.g. tools like Metabase, Plotly, Looker, Tableau).
-You communicate in a clear and concise way that creates shared context
-You face blockers as challenges and ask us for support
-You bring your self-driven motivation to work
-You balance your need for autonomy with our need of alignment
Preferred qualifications
-Experience working in web3, analyzing on-chain data, or contributing to open source projects
-Familiarity with basic frontend web technologies (ability to read JavaScript, ability to write basic html/css).
-Deep commitment to digital public goods