Data Scientist
Posted on 2/2/2023
INACTIVE
Locations
United States
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Analysis
Data Science
Airflow
R
SQL
Python
Requirements
- Previous experience working in Financial Risk
- Experience in building ML-based Fraud and Risk models
- Previous startup experience
- Experience with bookkeeping or taxes and how it relates to self-employment
Responsibilities
- The team has gone from inception 6 months ago to being responsible for performing risk analysis on $600M+ of money movement per year - protecting the company from millions of dollars of potential financial loss per year
- We've built several new systems from scratch, including introducing advanced scoring in the hot path (card swipe), Airflow-based fraud pipelines, and more
- Supported the launch of several new methods of moving money in and out of our platform
- Identify different areas of known and unknown risk and provide insights to reduce risk
- Analyze large amounts of device, user, and behavioral data to identify clusters of bad users
- Identify and create new risk signals to detect fraud
- Propose product solutions based on learnings from our data to add friction for fraudulent users without negatively impacting the product experience for good users
- Partner with Risk, Compliance, and Data Engineering to measure and consistently improve risk metrics
- Design and build tools for the Risk Operations team to automate processes and decision-making
- Research novel techniques and best practices to parse large, diverse data sets
- 5+ years in Data Science/Analytics
- Expert with Python/R and SQL
- Ability to translate complex data into actionable insights for all stakeholders
- Proven track record of driving product direction by using data
All-in-one banking for businesses
Company Overview
Found's mission is to support small-business owners by making banking smart, simple, and free. Found is an all-in-one income and expense tracking app with customizable tracking, real-time profit and loss statements, expense and income reports, expense categorization, receipt logs, invoices, and more.
Benefits
- 401K, FSA, and Commuter Benefits
- Paid parental leave
- Comprehensive health benefits
- Work anywhere
- Meaningful equity
- Flexible vacation policy
Company Core Values
- We’re on a mission to support the self-employed.
- We’re growing. Let’s work together.
- We’re building a team that mirrors those we serve