Full-Time

Director of Machine Learning

Firefly Services

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

$193.9k - $373.6kAnnually

+ Long-term incentives + New hire equity award

Expert

San Jose, CA, USA

Category
Applied Machine Learning
Computer Vision
AI & Machine Learning
Required Skills
Pytorch
Computer Vision
Requirements
  • A minimum of twelve years of proven experience, including at minimum, five years of engineering leadership
  • Detailed understanding of AI/ML, including ML frameworks, public cloud, and commercial AI/ML solutions - familiarity with Pytorch, SageMaker, HuggingFace is required.
  • Image Processing, Computer Vision, Generative AI experience is strongly preferred
  • Knowledge regarding the creation and optimization as well as operation of GPU intensive ML workloads in production environments
  • Understanding of model serving, orchestration, scaling and GPU resource management
  • A track record of attracting talent and leading multiple high-performance teams to deliver results in a fast-paced and dynamic environment of AI infrastructure
  • Excellent communication and collaboration abilities - establishing positive relationships with team members and external partners
  • Strong analytical and problem-solving skills, with the ability to think strategically and make data-driven decisions
  • A passion for staying up to date with the latest trends and technologies in AI/ML - in the cloud and on device
  • A Bachelor's or equivalent experience in Computer Science, Electrical Engineering, Computer Vision, or a related field
Responsibilities
  • Engage with Applied Research and product teams, such as Photoshop, Illustrator, Express, to develop a comprehensive plan for implementing machine learning solutions in our flagship applications.
  • Collaborate with product management leadership and other collaborators to define the generative AI feature strategy and secure executive consensus
  • Collaborate closely with various platform teams to bring to bear existing inference systems and identify necessary improvements to accommodate future modalities (video, streaming, etc.)
  • Lead planning and delivery of GPU optimized, efficient model pipelines for new Firefly features serving a variety of modalities such as images, vectors, 3D, etc.
  • Grow and scale processes and global teams with a goal to increase the velocity at which AI feature capability manifold
  • Ensure the delivery of a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues

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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