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Applied Research Specialist

Applied Research Specialist

Adobenoida, India
9 hours ago
Job description

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!

TheAppliedResearch Team will work at the fore front of applying cutting-edge technologies in practical and user-centric applications. Their primary focus will be on implementing and optimizing generative AI solutions for a range of applications in graphics and design. This includes the development of sophisticated image processing techniques and the enhancement of human-computer interaction interfaces using machine learning algorithms. They will also be deeply involved in programming with languages like C++ and Python to develop robust, production-level software. The team will utilize machine learning frameworks such as TensorFlow and PyTorch, not only for model development but also for converting and deploying these models efficiently in production environments. Their work will be vital in transforming theoretical AI advancements into accessible, efficient, and impactful applications, constantly iterating and improving upon them to meet evolving user needs and industry standards.

What you need to succeed

A bachelor’s or master’s degree in computer science, Computer Engineering, Graphic Design, or a related field.

Strong background in mathematics, particularly in areas relevant to graphics like linear algebra, geometry, and numerical methods.

Courses or experience in computer graphics, image processing, human-computer interaction, machine learning, or similar areas relevant to Illustrator.

Proficiency in programming languages such as C++ (for in-product work) or Python (for machine learning model side work) at a production level.

Experience with shipping products to production.

Knowledge of machine learning and AI techniques, especially as they apply to graphics and design.

Experience with TensorFlow / PyTorch, model conversion, and deploying models to production.

Publication record in peer-reviewed journals or conferences is preferable, but not mandatory.

Ability to optimize algorithms for performance, especially in the context of real-time applications.

Strong problem-solving skills with the ability to tackle complex problems and innovate new solutions.

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