Full-Time

Director of Machine Learning

Firefly Services

Posted on 10/25/2024

Adobe

Adobe

10,001+ employees

Software solutions for content creation and marketing

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
Machine Learning
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
  • 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
Desired Qualifications
  • Image Processing, Computer Vision, Generative AI experience is strongly preferred

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, and more, allowing users to create various types of content. Adobe Experience Cloud offers marketing solutions to help businesses manage their marketing efforts, while Adobe Document Cloud focuses on document management, enabling users to create, edit, and share documents efficiently. Unlike many competitors, Adobe operates on a subscription-based model, providing flexible pricing options, including discounts for students and educators. The company's goal is to empower users to create and manage digital content effectively across different platforms.

Company Size

10,001+

Company Stage

IPO

Total Funding

$668.9M

Headquarters

San Jose, California

Founded

1994

Simplify Jobs

Simplify's Take

What believers are saying

  • Generative AI tools enhance Adobe's content creation and editing efficiency.
  • Remote work boosts demand for Adobe's cloud-based document management solutions.
  • AR's popularity in marketing benefits Adobe's 3D and AR tools.

What critics are saying

  • Emerging AI-driven design tools offer similar functionalities at lower costs.
  • Open-source alternatives may attract users away from Adobe's subscription model.
  • Data privacy concerns could affect trust in Adobe's cloud services.

What makes Adobe unique

  • Adobe offers a comprehensive suite for content creation, marketing, and document management.
  • Adobe's subscription model includes special pricing for students, teachers, and businesses.
  • Adobe integrates advanced analytics with Experience Cloud for data-driven marketing.

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Benefits

Company Equity

401(k) Company Match

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