Senior ML Engineer: Enterprise GenAI Pipelines & Services

Adobe; San Jose (CA); On-site; USD 183,300 - 265,350; Full time

Benefits offered by this job

Comprehensive benefits programs

Career growth opportunities

Job summary

Adobe is seeking a Senior Machine Learning Engineer for its Firefly Foundry project in San Jose, California. The role involves building enterprise-grade pipelines and services for multimedia generative AI. Candidates should have extensive experience in machine learning engineering, strong skills in Python and deep-learning, and a background in deploying model-backed services at scale.

The ideal candidate will contribute to innovative generative solutions, ensuring high quality and reliability for enterprise applications. Adobe offers a dynamic work culture and opportunities for professional growth.

Qualifications

• 5+ years in machine learning engineering, with ownership of production ML services.
• Strong Python and deep-learning skills with experience in deploying services.
• Experience in composing multi-model pipelines and serving behind APIs.

Responsibilities

• Compose production pipelines from a heterogeneous set of models.
• Deploy pipelines as services, scaling them to enterprise traffic.
• Engineer tenancy boundaries and data isolation for enterprise use.

Skills

Machine learning engineering

Python

Deep-learning (PyTorch)

Multi-model pipelines

Docker

Kubernetes

Data-driven problem-solving

Education

Master’s or PhD in Computer Science or related field

Tools

AWS

Azure

Job description

Adobe is seeking a Senior Machine Learning Engineer for its Firefly Foundry project in San Jose, California. The role involves building enterprise-grade pipelines and services for multimedia generative AI. Candidates should have extensive experience in machine learning engineering, strong skills in Python and deep-learning, and a background in deploying model-backed services at scale.

The ideal candidate will contribute to innovative generative solutions, ensuring high quality and reliability for enterprise applications. Adobe offers a dynamic work culture and opportunities for professional growth.