Back To All Jobs Software Engineer - Anti-fraud Systems
San Francisco, CA
Our vision is to bring more innovation, efficiency, and equality of opportunity to the world by creating an open financial system. Our first step on that journey is making digital currency accessible and approachable for everyone.
Two principles guide our efforts. First, be the most trusted company in our domain. Second, create user-focused products that are easier and more delightful to use than any alternative. Those principles guide every decision across the company from design through engineering, from operations through risk and security.
Digital currency is fungible, instantly transferable and irreversible. This attracts sophisticated bad-actors. First, fraudsters use stolen bank accounts or cards to try to buy digital currency and immediately move it to a private wallet that's only in their control. Second, hackers target Coinbase user accounts in an attempt to drain their balance. We've been able to stay ahead of bad actors via a combination of data-driven rules engines, machine learning and anomaly detection systems. To learn more, check out slides , video , or this podcast for a talk on this topic. Responsibilities
- Solve one of the hardest payment fraud problems in the world
- Build scalable backend services e.g. service that obtains risk score from machine learning systems in real-time
- Develop systems to gather signals from payment and identity data providers, to distinguish fraudulent activity from legitimate
Preferred (not required)
- Exhibit our core cultural values: add positive energy, communicate clearly, be curious, and be a builder.
- 4+ years of engineering experience in fighting badness (fake accounts, spam, account takeovers, payment fraud)
- Experience with building and scaling at least 1 data service (e.g. synchronous micro-service, risk scoring, rules engines, anomaly detection)
- Experience working with large and messy data sets (eg web logs, network data, images) and deriving meaning out of it.
- Experience with SQL and at least one high level languages (Ruby, Python, or a JVM-based language).
What to send
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
- A resume that includes details of your prior experience fighting bad actors on the internet.