Machine Learning Engineer
Core
Build intelligent, connected design tools (Illustrator, InDesign) using generative and agentic AI to empower creators.
Role type
Senior hands-on IC Machine Learning Engineer
Builds
Adobe's future creative products and AI features
Domain
Creative software / Generative AI
Deliverable
production ML models
Required skills
Full-stack ML (discriminative, generative, agentic), LLMs, RAG, embeddings, fine-tuning, agent design, feature engineering, supervised/unsupervised modeling, Python, SQL, offline/online evaluation, MLOps
Preferred skills
Master's/PhD, consumer product analytics in creative tools/SaaS, recommendation systems for visual content, Databricks/MLflow experience
Technologies
LLMs, RAG, embeddings, fine-tuning, Databricks, MLflow, Feature Store
Responsibilities
Partner with Product/Engineering to define problems and scope feasibility; Design, prototype, and ship models for predictive, ranking, and generative systems; Own end-to-end model evaluation and quality regression detection; Build data pipelines, experiment tracking, versioning, CI/CD, and automated retraining
Seniority
Senior, hands-on IC