4 дня назад
Senior-Level Data Scientist (Fraud Detection)
140 000 - 170 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior-Level Data Scientist (Fraud Detection): Building production machine learning models and investigation workflows for large-scale fraud detection with an accent on feature engineering, adversarial pattern analysis, and agentic AI automation. Focus on processing billions of events, reconstructing attacker behavior, and turning case-level findings into detection improvements and evidence-backed reports.
Location: Mountain View, California, United States; hybrid workplace
Base salary: $140,000–$170,000 per year, commensurate with experience.
Company
provides an AI-powered fraud and risk platform with fraud detection and anti-money laundering solutions for large-scale organizations.
What you will do
- Lead the full lifecycle of fraud detection features and machine learning models, from data exploration and prototyping through productionization and monitoring.
- Develop predictive features from user behavior, device intelligence, network graphs, and transaction data.
- Process massive, noisy, and imbalanced datasets containing billions of events using Spark, SQL, and the proprietary AI platform.
- Use agentic AI to automate analytic pipelines and create reusable tools for fraud investigation, feature generation, and reporting.
- Investigate complex fraud cases across identities, accounts, devices, and transactions by reconstructing attacker behavior and intent.
- Prepare technical case studies and fraud trend reports for product, engineering, operations, legal, executive, and customer stakeholders.
Requirements
- Master’s or PhD in Computer Science, Statistics, Mathematics, or a related quantitative field.
- 3+ years of applied experience in fraud detection, cybersecurity, or a related adversarial or high-velocity risk domain.
- Strong understanding of classic machine learning models and hands-on experience with the production machine learning lifecycle.
- Investigator mindset with experience in pattern synthesis, hypothesis testing, and separating signal from noise in ambiguous cases.
- Strong programming skills in Python and proficiency with SQL; experience with PySpark is a significant plus.
- Experience with large-scale data tools such as Spark or Hadoop and cloud platforms including AWS, GCP, or Azure. Professional proficiency in written and spoken English is required.
Culture & Benefits
- Open, positive, collaborative, and results-driven working culture.
- Opportunity to work with experts in big data, machine learning, security, and scalable infrastructure.
- PTO.
- Stock options.
- Health benefits.
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