1 day ago
Base Salary
$152k - $265k/yr
Responsibilities
- Build and train machine learning models for transaction fraud, device-related deception, account abuse, and identity abuse.
- Perform feature engineering across transaction, device, and behavioral event data.
- Build and maintain feature pipelines using Databricks and Spark.
- Translate machine learning prototypes into scalable, reliable, observable production systems with senior engineers.
- Support MLOps practices including experiment tracking, model versioning, CI/CD, and production monitoring.
- Collaborate with data science, product, and platform teams to understand fraud and abuse patterns across Adobe products.
- Monitor advances in machine learning and artificial intelligence, particularly in fraud detection and behavioral modeling.
Requirements
- Bachelor’s degree in Computer Science, Machine Learning, Data Science, or a related field, or equivalent experience.
- 5+ years of professional experience building and deploying machine learning solutions, or equivalent experience through internships, research, or personal projects.
- Solid 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.