Machine Learning Engineer 3

Key Responsibilities

Build and train deep learning models from scratch, including custom transformer and attention-based architectures for long behavioral event sequences.

Own the full training stack: event tokenization, temporal and positional embeddings, self-supervised pretraining (e.g., masked modeling, contrastive learning), and downstream fine-tuning.

Train large models efficiently on GPU infrastructure using mixed-precision training, gradient accumulation/checkpointing, efficient attention, and distributed strategies (DDP, FSDP, or equivalent).

Build and optimize feature pipelines on Databricks and Spark, transforming raw behavioral events into high-quality model inputs.

Translate prototypes into production ML systems — scalable, reliable, and observable — and drive inference performance through architectural and serving-side optimization.

Contribute to MLOps practices: experiment tracking, model versioning, CI/CD, automated retraining, and production monitoring.

Collaborate cross-functionally with data science, product, and platform teams; mentor junior engineers on experimentation rigor, deployment process, and responsible AI.

Stay current with advances in ML/AI and bring relevant innovations into Adobe's products.

Minimum Qualifications

Bachelor’s degree or Master’s degree or equivalent experience in Computer Science, Machine Learning, Data Science, or related field.

5+ years of professional experience building and deploying ML solutions at scale.

Strong programming expertise in Python, with hands-on experience in PyTorch, TensorFlow, or similar frameworks.

Deep understanding of the end-to-end ML lifecycle—from data collection to deployment and monitoring.

Strong grasp of model optimization, inference efficiency, and production system integration.

Preferred Qualifications

Experience in fraud detection, anomaly detection, or behavioral modeling.

About Adobe

Adobe empowers everyone to create through innovative platforms and tools that unleash creativity, productivity and personalized customer experiences. Adobe’s industry-leading offerings including Adobe Acrobat Studio, Adobe Express, Adobe Firefly, Creative Cloud, Adobe Experience Platform, Adobe Experience Manager, and GenStudio enable people and businesses to turn ideas into impact, powered by AI and driven by human ingenuity.

Our 30,000+ employees worldwide are creating the future and raising the bar as we drive the next decade of growth. We’re on a mission to hire the very best and believe in creating a company culture where all employees are empowered to make an impact. At Adobe, we believe that great ideas can come from anywhere in the organization. The next big idea could be yours.

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