Machine Learning Engineer
Core
Build and train models and pipelines for creative understanding (vision, video, language) to link signals to campaign outcomes for Adobe's products.
Role type
Senior IC machine learning engineer (creative understanding)
Builds
Production ML models and pipelines for image, video, email, and social ad processing
Domain
Marketing technology and creative content platforms
Deliverable
production ML models
Required skills
Python, PyTorch, deep learning (vision, video, NLP, generative AI), end-to-end ML systems, distributed data processing, cloud platforms
Preferred skills
Recommendation systems, marketing/creative content platforms
Technologies
Spark, Kubernetes, GPU/CPU environments, GCP, AWS, Azure
Responsibilities
Build and train models for creative understanding across vision, video, and language; Build labels and features from LLMs, subject-matter experts, and user activity data; Deliver pipelines for ingestion, featurization, training, versioning, and inference at scale; Validate models with offline benchmarks and online A/B tests before release; Operate production ML on Spark, Kubernetes, and GPU/CPU environments; Mentor junior engineers as role expands
Seniority
Senior, hands-on IC
