Sr Manager, Machine Learning Engineering, Firefly Services at Adobe

Seattle, Washington, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Generative AIIndustries

Requirements

MS/PhD in Computer Science, AI/ML, or related fields, or equivalent industry experience
8+ years of experience in machine learning, including production-scale deployments
5+ years of engineering leadership experience, with a track record of growing and mentoring high-performing teams
Strong background in generative AI technologies (e.g., GANs, diffusion models, transformers)
Proven ability to lead large, cross-functional teams through complex, time-sensitive projects
Excellent communication skills, with a knack for influence and driving alignment in matrix organizations
Preferred: Hands-on experience with training, fine-tuning, inference, and optimization of generative models, multi-modality models
Preferred: Hands-on familiarity with optimizing and converting models across formats

Responsibilities

Tech lead projects that deliver critical ML services and APIs to integrate first- and third-party models and pipelines for Enterprise customers
Collaborate cross-functionally with PMs, PMMs, TPMs, and other engineering teams to shape the roadmap of Adobe’s Enterprise Gen AI space
Act as a technical leader and coach, guiding a team of ML and platform engineers through complex, high-stakes projects
Explore and research new and emerging ML and MLOps technologies to continuously improve Adobe’s GenAI engineering effectiveness and efficiency
Review and provide feedback on features, technology, architecture, designs, test strategies, and service reliability standards
Champion innovation by exploring emerging ML and MLOps technologies to boost Adobe’s GenAI effectiveness
Define long-term strategy, shape the technical roadmap, and collaborate across Adobe to accelerate momentum in the enterprise genAI space

Skills

Machine Learning

GenAI

MLOps

ML Engineering

APIs

Generative Models

Scaling

Kubernetes

Pipelines

Technical Leadership

Adobe

Software solutions for content creation and marketing

About Adobe

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 company operates on a subscription-based model, allowing users to access its software through monthly or annual plans, with special pricing available for students, teachers, and businesses. Adobe differentiates itself from competitors by providing a comprehensive suite of tools that cover various aspects of content creation and marketing, all integrated into one platform. The goal of Adobe is to empower users to create, manage, and optimize their digital content effectively.

San Jose, CaliforniaHeadquarters

1994Year Founded

$668.9MTotal Funding

IPOCompany Stage

Consumer Software, Enterprise Software, DesignIndustries

10,001+Employees

Benefits

Company Equity

401(k) Company Match

Risks

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.

Differentiation

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.

Upsides

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.

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