Full-Time

Sr. Machine Learning Services Engineer

Adobe Firefly

Confirmed live in the last 24 hours

Adobe

Adobe

10,001+ employees

Digital experience solutions for content creation

Consumer Software
Enterprise Software
AI & Machine Learning

Compensation Overview

$182.9k - $334.5kAnnually

+ Equity Award

Senior

San Jose, CA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Kubernetes
Python
CUDA
Pytorch
Java
AWS
Requirements
  • Proven track record building, optimizing and operating GPU intensive ML workloads in production environments
  • Several years' experience architecting cloud services and infrastructure for large scale use (5B+ requests per month)
  • Deep understanding of model serving, orchestration, scaling, GPU resource management
  • Extensive, high level software engineering experience
  • Technology Skills: Python, ML, PyTorch, AIT, CUDA, GPU drivers, Kubernetes, AWS
  • Nice to have, Java
Responsibilities
  • Contribute to the backend services for Firefly that power the Generative AI features on Firefly website, Photoshop, Illustrator, Express, Stock and other applications/surfaces for Enterprise customers
  • Develop GPU optimized, efficient model pipelines for custom Generative AI solutions like 'Train Your Own Model' using customer data
  • Ensure a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues
  • Contribute substantially to Project Colligo, the AI superhighway for inference and training that will manage and serve a collection of ML models in a highly scalable and resilient system
  • Develop critical aspects of the business logic in the Firefly services to ensure metering of usage, entitlement checks, quota limits and upsell workflows

Adobe provides a range of digital experience solutions that focus on content creation, marketing, and document management. Its main products include Adobe Creative Cloud, which offers tools for graphic design, video editing, and web development; Adobe Document Cloud, which helps users manage and share documents; and Adobe Experience Cloud, which is designed for digital marketing and customer experience management. These products work through a subscription model, allowing users to access the software on a monthly or annual basis. Adobe differentiates itself from competitors by offering a comprehensive suite of tools that cater to both individual creatives and large enterprises, along with advanced features powered by artificial intelligence and machine learning. The company's goal is to empower users to create, deliver, and optimize digital content effectively across various platforms.

Company Stage

IPO

Total Funding

$668.9M

Headquarters

San Jose, California

Founded

1994

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for remote collaboration boosts use of Creative and Document Cloud products.
  • AI integration in Adobe software leads to higher customer satisfaction and retention.
  • Growing digital content consumption increases demand for Adobe's marketing solutions.

What critics are saying

  • Competition from Canva offers affordable alternatives to Adobe's Creative Cloud suite.
  • Open-source software like GIMP challenges Adobe's pricing model with free alternatives.
  • Salesforce's acquisition of Slack may draw enterprise customers from Adobe's Experience Cloud.

What makes Adobe unique

  • Adobe integrates AI and machine learning to enhance user experience and satisfaction.
  • Strategic partnerships with Microsoft and Apple expand Adobe's reach and compatibility.
  • Adobe's focus on sustainability attracts environmentally conscious consumers and investors.

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