1 day ago
Base Salary
$173k - $307k/yr
Responsibilities
- Architect end-to-end machine learning systems for high-volume security data and turn experiments into reusable production capabilities.
- Own the ML lifecycle, including feature engineering, training, deployment, monitoring, and retraining.
- Build LLM and agentic AI capabilities for security investigation, including retrieval-augmented generation.
- Design evaluation frameworks to measure model quality and help analysts validate and trust results.
- Collaborate with data and platform engineers to scale pipelines and resolve system bottlenecks.
- Write production code, run experiments, participate in design reviews, mentor engineers, and guide technical direction.
Requirements
- Experience operating production ML systems from experimentation through sustained operation at scale.
- Strong experience training models with PyTorch and Transformers, including behavioral modeling and anomaly detection.
- Experience with distributed computing such as Spark, cloud platforms such as AWS, and MLOps tools such as MLflow.
- Experience building with LLMs or generative AI and evaluating their behavior in production.
- Strong Python and SQL skills, with sound software engineering practices including testing and code review.
- MS or PhD in computer science, machine learning, or a related field, or equivalent practical experience.
- Preferred qualifications include experience applying ML to cybersecurity, fraud, or similar adversarial problems; vector databases, RAG, or multi-agent systems; and ML or AI publications, patents, or open-source contributions.
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.