25 days ago
San Jose, CA, USAMid Level
H1B sponsor
Base Salary
$126k - $234k/yr
Responsibilities
- Build and train machine learning models for financial transaction fraud, device-related deception, account abuse, and identity abuse.
- Develop feature engineering workflows and maintain Databricks and Spark pipelines for transaction, device, and behavioral event data.
- Help translate ML prototypes into scalable, reliable, observable production systems.
- Support MLOps practices including experiment tracking, model versioning, CI/CD, and production monitoring.
- Collaborate with data science, product, and platform teams to analyze fraud and abuse patterns across Adobe products.
- Monitor advances in machine learning and artificial intelligence relevant to fraud detection and behavioral modeling.
Requirements
- Bachelor's degree in Computer Science, Machine Learning, Data Science, or a related field, or equivalent experience.
- 3+ years of professional experience building and deploying ML solutions, or equivalent experience through internships, research, or personal projects.
- Strong Python programming skills and hands-on experience with PyTorch, TensorFlow, scikit-learn, or similar frameworks.
- Working understanding of the machine learning lifecycle from data collection through deployment and monitoring.
- Interest in learning model optimization, inference efficiency, and production system integration.
- Preferred experience or coursework in payment fraud, device fingerprinting, account takeover detection, anomaly detection, or graph-based modeling.
- Preferred exposure to sequence modeling, transformer architectures, graph neural networks, Databricks, Spark, or large-scale transactional and event pipelines.
Tech Stack
Categories
About Adobe
Adobe builds software for creative work, document workflows, and customer experience used by individuals, teams, and enterprises. Its products include Creative Cloud (Photoshop, Illustrator, Premiere Pro), Acrobat/Document Cloud, and Experience Cloud for marketing and analytics, sold primarily via subscriptions. Founded in 1982 and headquartered in San Jose, California, Adobe is a public company traded on NASDAQ under the ticker ADBE.