Driving Growth and User Experience
Collaborate with product leaders to optimize our onboarding funnel to identify friction and areas for improvement
Build scalable analytics systems for continuous evaluation of user journeys and defining key metrics
Partner with engineering to implement real-time event tracking (Firebase, Amplitude etc)
Define schemas and instrumentation for user activity (account creation, sessions, device/IP data etc)
Collaborate on systems that balance user friction with platform integrity
Build analytical frameworks to surface signals that inform adaptive user flows (dynamic verification requirements etc)
Establish prevalence measurement methodologies to quantify fraudulent activities on the platform
Partner with our operations teams to triage and mitigate any ongoing threats to the platform
Classify transaction risk (payment method, account-level signals)
Apply clustering, anomaly detection etc to large scale behavioral data
Continuously evaluate implemented systems and iterate based on shifting market trends

Requirements

4+ years of industry experience in data science, economics, analytics, or machine learning engineering
Advanced Degree in computer science, statistics, or a related field
Proficiency in scripting languages (Python, R, or similar) and big data query/processing languages and tools such as SQL, Hive, Spark, and Airflow
Experience building or working with event-based analytics systems
Familiarity with machine learning methods for classification, clustering, or anomaly detection
Ability to work cross-functionally with engineering and product

Benefits

Competitive salary, equity
Comprehensive medical, dental, and vision insurance
401(k)
Flexible working hours and remote work options
Opportunities for career advancement
Unlimited PTO

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

data scienceanalyticsmachine learningPythonRSQLHiveSparkAirflowevent-based analytics

Soft Skills

collaborationcross-functional teamworkproblem-solvingcommunicationanalytical thinkingadaptabilityuser experience optimizationrisk classificationthreat mitigationcontinuous evaluation

Certifications

advanced degree in computer scienceadvanced degree in statisticsrelated field certification