Senior Machine Learning Engineer, Fraud Detection
Posted
CrunchyrollLos Angeles, California, United States; San Francisco, CA, United StatesHybridfull_timesenior
$185,000 – $240,000 USD
Tech Stack
Responsibilities
- Design and implement machine learning algorithms, including anomaly detection models, to identify unauthorized account sharing in real-time.
- Develop end-to-end ML pipelines for data preprocessing, model training, evaluation, and deployment using cloud platforms.
- Optimize models for performance, scalability, and efficiency to handle high-volume streaming data.
- Integrate ML solutions with existing systems via APIs and establish monitoring for model drift and retraining.
- Collaborate on A/B testing and iteration to refine algorithms based on feedback and evolving evasion tactics.
Soft Skills
Machine LearningFraud DetectionAnomaly DetectionCross-Functional CollaborationWritten Communication
Benefits
- Flexible PTO
- Health Insurance
- Dental
- Vision
- Life Insurance
- HSA/FSA
- 401k
- Parental Leave
- Commuter Benefits
- Gym/Wellness
Culture
Pay TransparencyMission-DrivenCustomer-ObsessedCross-Functional TeamsInclusive Hiring
Requirements
Required: Master's degree in Computer Science, Machine Learning, Statistics, or a related quantitative field
Regions: Us
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About Crunchyroll
Industry: media
Size: enterprise
Crunchyroll delivers anime and manga to a global community, offering streaming video, theatrical releases, games, merchandise, and events. It operates as an independently operated joint venture between Sony Pictures Entertainment and Aniplex.
View company profile →Compensation
Base salary: $185,000 – $240,000 USD
Bonus: performance bonus earning potential, paid annually