Full-Time

Director of Machine Learning

Firefly Services

Confirmed live in the last 24 hours

Adobe

Adobe

1-10 employees

Software solutions for content creation and marketing

Consumer Software
Enterprise Software
Education

Compensation Overview

$174.1k - $346.8kAnnually

+ Long-term incentives + New hire equity award

Senior, 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 software solutions focused on digital experiences, catering to creative professionals, businesses, and educational institutions. Its main offerings include Adobe Creative Cloud, which contains tools for photography, graphic design, video editing, illustration, UI/UX design, 3D and augmented reality, and social media content creation. Adobe also offers marketing solutions through Adobe Experience Cloud and document management services via Adobe Document Cloud. The products operate on a subscription model, allowing users to access the software through monthly or annual plans, with special pricing available for students, teachers, and businesses. Adobe stands out from competitors by offering a comprehensive suite of tools that cover various aspects of content creation and marketing, all integrated into a single platform. The company's goal is to empower users to create, manage, and optimize their digital content effectively.

Company Stage

Acquired

Total Funding

$474.4M

Headquarters

San Jose, California

Founded

N/A

Simplify Jobs

Simplify's Take

What believers are saying

  • Adobe's dominance in the digital experience market positions it as a leader, offering employees stability and growth opportunities.
  • The continuous development of innovative tools and features keeps Adobe at the forefront of technology, providing a dynamic work environment.
  • Adobe's strong brand reputation and global presence offer employees the chance to work on high-impact projects with a wide-reaching influence.

What critics are saying

  • The subscription model, while profitable, may face resistance from users preferring one-time purchases, potentially affecting customer retention.
  • Intense competition from emerging and established players in the digital experience market could pressure Adobe to continuously innovate, which may strain resources.

What makes Adobe unique

  • Adobe's comprehensive suite of tools across Creative Cloud, Experience Cloud, and Document Cloud provides an integrated ecosystem that few competitors can match.
  • The company's focus on subscription-based models ensures a steady revenue stream and allows for continuous updates and improvements, unlike traditional software sales.
  • Adobe's special pricing for students, teachers, and businesses, along with promotional discounts, broadens its market reach and accessibility.

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