Senior Applied Research Specialist (GenAI) at Adobe

Noida, Uttar Pradesh, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, GraphicsIndustries

Requirements

Bachelor’s or master’s degree in computer science, Computer Engineering, Graphic Design, or a related field
10 years of working knowledge
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 (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

Responsibilities

Implement and optimize generative AI solutions for a range of applications in graphics and design
Develop sophisticated image processing techniques
Enhance human-computer interaction interfaces using machine learning algorithms
Program with languages like C++ and Python to develop robust, production-level software
Apply machine learning frameworks such as TensorFlow and PyTorch for model development
Convert and deploy machine learning models efficiently in production environments
Transform theoretical AI advancements into accessible, efficient, and impactful applications
Constantly iterate and improve upon applications to meet evolving user needs and industry standards

Skills

C++

Python

TensorFlow

PyTorch

Generative AI

Machine Learning

Image Processing

Linear Algebra

Geometry

Numerical Methods

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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