Staff Machine Learning Engineer & Architect at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

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

Full TimeJob Type

UnknownVisa

Technology, Digital Media, Marketing TechnologyIndustries

Requirements

PhD or postgraduate degree in Computer Science, Computer Engineering, or a related field—or equivalent experience
10+ years of proven experience as a Machine Learning Engineer with successful delivery of ML projects to customers
3+ years of hands-on experience working with generative AI technologies such as LLMs, evaluations, fine-tuning, and more
Strong Python and deep learning engineering skills, with experience in training and inferencing with PyTorch or TensorFlow
Experience with post-training techniques such as fine-tuning, alignment, or distillation
Knowledge of deployment technologies such as Docker, ML Ops, and ML services
Experience with cloud platforms like Azure and AWS (a plus)
Excellent problem-solving abilities and capacity to analyze complex issues and drive solutions with a data-driven approach
Strong verbal and written communication skills and success in cross-functional team environments

Responsibilities

Train and finetune ML models that solve business use cases and handle data at scale
Architect and optimize end-to-end ML pipelines, ensuring they’re scalable, efficient, and robust
Dive deep into data to recommend the right models, evaluation metrics, and governance approaches
Provide hands-on technical leadership, guiding engineers through architecture, design, implementation, and best practices
Work across organizational boundaries to align priorities and drive projects forward
Engage in architecture, design, deployment, and production operations of ML models and systems throughout the product lifecycle
Drive system design, assess ML models, develop production data/ML pipelines, create automation architecture, build visualizations, and deploy systems

Skills

Machine Learning

ML Models

Fine-tuning

ML Pipelines

Data Pipelines

System Design

Scalable Systems

Automation Architecture

Visualizations

Model Evaluation

Technical Leadership

Production Deployment

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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