Adobe
Machine Learning Engineer, Typographic Intelligence
Adobe, San Jose, California, United States, 95199
Our Company
Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.
We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!The Opportunity
We're looking for a Machine Learning Engineer who will be responsible for inventing and delivering functionality across Adobe's suite of creative products that radically simplifies typographic decisions and processes for our users. Typography has been at Adobe's core since it was founded almost 40 years ago. Today, we have millions of Creative Cloud users who design with text across our apps. Designing high impact text is one of the most important aspects of beautifully designed work, but it's also one of the most complicated and least understood areas of design. The Adobe Fonts & Type team's goal is surfacing the power of fonts along with smart and intuitive typographic tools to make type simple.What you'll do
Conduct innovative research and development at the intersection of Generative AI and Typography.Design, architect and build data insight tools and models for improving Typographic layout with Generative AI.Convert a research idea/paper to code in Python and typical machine learning development toolkits.Work directly with Design and Product Management to iterate on and refine algorithms that power automatic typographic layout and styling.Coordinate with cross-functional teams to conduct evaluation studies with multiple iterations of algorithmic and generative intelligence models.Maintain and troubleshoot the production environment.Perform code reviews, code hygiene, bug triages and provide feedback on features, technology, architecture, designs.Write automation scripts for testing and for classifying training data for training generative models.Analyze and improve the efficiency and scalability of web applications.Embrace and extend modern development practices, testing methodologies, and tooling to ensure quality and performance in all phases of development.What you'll need to succeed
Excitement toward building the future of global typography tools.Experience in state-of-the-art Generative AI technologies, such as GAN and/or diffusion models.Experience with machine learning (ML) frameworks such as Scikit Learn, TensorFlow, Pytorch.Masters or Ph.D. in Computer Science, AI/ML or related fields.Excellent communication and collaboration skills with teams distributed across the globe.A positive attitude toward resolving cross-team conflicts and shifting priorities in a fast-paced dynamic environment.Ability to work independently and take initiative.Comfortability in participating in R&D / prototyping projects and technical discussion.Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Learn more.
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Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.
We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!The Opportunity
We're looking for a Machine Learning Engineer who will be responsible for inventing and delivering functionality across Adobe's suite of creative products that radically simplifies typographic decisions and processes for our users. Typography has been at Adobe's core since it was founded almost 40 years ago. Today, we have millions of Creative Cloud users who design with text across our apps. Designing high impact text is one of the most important aspects of beautifully designed work, but it's also one of the most complicated and least understood areas of design. The Adobe Fonts & Type team's goal is surfacing the power of fonts along with smart and intuitive typographic tools to make type simple.What you'll do
Conduct innovative research and development at the intersection of Generative AI and Typography.Design, architect and build data insight tools and models for improving Typographic layout with Generative AI.Convert a research idea/paper to code in Python and typical machine learning development toolkits.Work directly with Design and Product Management to iterate on and refine algorithms that power automatic typographic layout and styling.Coordinate with cross-functional teams to conduct evaluation studies with multiple iterations of algorithmic and generative intelligence models.Maintain and troubleshoot the production environment.Perform code reviews, code hygiene, bug triages and provide feedback on features, technology, architecture, designs.Write automation scripts for testing and for classifying training data for training generative models.Analyze and improve the efficiency and scalability of web applications.Embrace and extend modern development practices, testing methodologies, and tooling to ensure quality and performance in all phases of development.What you'll need to succeed
Excitement toward building the future of global typography tools.Experience in state-of-the-art Generative AI technologies, such as GAN and/or diffusion models.Experience with machine learning (ML) frameworks such as Scikit Learn, TensorFlow, Pytorch.Masters or Ph.D. in Computer Science, AI/ML or related fields.Excellent communication and collaboration skills with teams distributed across the globe.A positive attitude toward resolving cross-team conflicts and shifting priorities in a fast-paced dynamic environment.Ability to work independently and take initiative.Comfortability in participating in R&D / prototyping projects and technical discussion.Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Learn more.
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