Senior Research Scientist at Adobe

Noida, Uttar Pradesh, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Proven expertise in one or more of the following areas: Large Language Models, Computer Vision, Natural Language Processing, Computational Social Science, Behavioral Sciences, Agentic Workflows, Social Network Analysis, Causal Inference, Recommendation Systems, Multimodal Content Understanding
Quality research work published in top conferences
Hands-on experience and a track record of deploying solutions in production environments
Experience in deriving concrete conclusions and actionable insights from large datasets
Ability to take research risks and solve hard problems independently
PhD degree or equivalent experience (for BTech) in industrial research in Computer Science, Statistics, Economics, or other relevant technical fields
Great teammate willing to take on a variety of tasks to ensure team success
Consistent track record for empirical research, answering complex questions with data
Experience working in complex technical environments, improving research velocity
Flexible analytic approach that allows for results at varying levels of precision
Familiarity with relational databases, SQL, and large-scale data systems such as Apache Spark

Responsibilities

Design, implement, and optimize ML algorithms to address real-world problems in understanding user behavior and generating content to improve marketing performance
Develop scalable synthetic data generation and evaluation techniques
Manipulate and analyze complex, high-volume, high-dimensionality data from diverse sources
Iteratively refine research experiments and clearly communicate insights to the team
Integrate core machine learning models into the Adobe Experience Manager and Adobe Experience Platform
Collaborate with product, design, and engineering teams to rapidly prototype and transition conceptual prototypes from research to production

Skills

Large Language Models

Computer Vision

Natural Language Processing

Recommendation Systems

Causal Inference

Social Network Analysis

Multimodal Content Understanding

Synthetic Data Generation

Machine Learning

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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