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职位Adobe

Research Scientist

Adobe

Research Scientist

Adobe

Noida

·

On-site

·

Full-time

·

2mo ago

福利待遇

Equity

必备技能

Natural Language Processing

Machine Learning

Research

Data Analysis

Python

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!

Our Company

At Adobe, you will be immersed in an outstanding work environment that is recognized around the world. Adobe has been consistently listed as Fortune’s “100 Best Companies to Work For” for 20 consecutive years. You will also be surrounded by colleagues who are dedicated to supporting each other's growth. If you’re looking to make a difference, Adobe's the place for you. Learn more about our employees' career experiences on the Adobe Life blog and explore the valuable benefits we provide.

Changing the world through digital experiences is what Adobe’s all about. We give global brands everything they need to craft and deliver outstanding digital experiences. We’re passionate about redefining how companies connect with customers across every screen.

Our goal is to recruit top talent and provide excellent employee experiences that prioritize respect and equal opportunity. We acknowledge that valuable insights can originate from any team member, including yourself.

Adobe is seeking a highly motivated and versatile Research Scientist to join our Media and Data Science Research (MDSR) Laboratory (https://adobe.mdsr.live/) in the Digital Experience (DX) business unit. This role provides an outstanding opportunity to engage in world-class research that will craft the future of digital experiences. As a part of our ambitious team, you will work on innovative research problems and implement solutions to revolutionize how businesses operate. As part of the research team, you will get an opportunity to turn your research ideas into successful products and at the same time, disseminate them at top conferences and journals.

Responsibilities:

  • Develop and lead research initiatives in areas such as Natural Language Processing, Computational Social Science, and Machine Learning.

  • Collaborate with product teams to turn research advances into impactful products.

  • Design challenging evaluations related to creative intelligence and marketing performance.

  • Develop scalable synthetic data generation and evaluation techniques.

  • Manipulate and analyze complex, high-volume, high-dimensionality data from diverse sources.

  • Train models and run experiments to study data and model quality.

  • 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.

Requirements:

  • (PhD degree and 3 years of experience) or (six years of experience) in industrial research in Computer Science, Statistics, Economics, or other relevant technical fields.

  • Hands-on experience and a track record of deploying solutions in production environments.

  • Multiple publications in top-tier conferences such as ICLR, NeurIPS, ICML, PNAS, Nature, Science, ACL, EMNLP, CHI, WWW, KDD, CVPR, etc.

  • Proven expertise in one or more of the following areas: Large Language Models, Natural Language Processing, Computational Social Science, Behavioral Sciences, Agentic Workflows, Social Network Analysis, Causal Inference, Recommendation Systems, Multimodal Content Understanding.

You Will Thrive In This Role If You:

  • Experience in deriving concrete conclusions and actionable insights from large datasets.

  • Ability to take research risks and solve hard problems independently.

  • Are a great teammate who is willing to take on a variety of tasks to contribute to the success of the team

  • Have a proven track record and an impulse for empirical research, answering complex questions with data.

  • Are capable of leading ambitious projects and possess clear communication skills.

  • Have familiarity with crafting quality research experiments and evaluations with rapid iterations.

  • Have experience working in complex technical environments, improving research velocity.

  • Possess a flexible analytic approach that allows for results at varying levels of precision.

Adobe is proud to be an Equal Employment Opportunity 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.

Adobe aims to make Adobe.com accessible to any and all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, email accommodationsadobe.com or call (408) 536-3015.

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关于Adobe

Adobe

Adobe

Public

Adobe Inc., formerly Adobe Systems Incorporated, is an American multinational computer software company based in San Jose, California.

10,001+

员工数

San Jose

总部位置

$126B

企业估值

评价

2.9

2条评价

工作生活平衡

3.0

薪酬

3.2

企业文化

2.5

职业发展

2.3

管理层

2.5

25%

推荐给朋友

优点

Competitive base salary for new graduates

Good entry-level compensation in major markets

Established company with financial stability

缺点

Limited skill transferability to other tech stacks

Unclear compensation competitiveness

Negative reviews and limited information about AEM

薪资范围

751个数据点

Junior/L3

L2

L3

L4

L5

L6

Mid/L4

Senior/L5

Staff/L6

Junior/L3 · Data Scientist L2

0份报告

$175,386

年薪总额

基本工资

-

股票

-

奖金

-

$149,078

$201,694

面试经验

3次面试

难度

3.3

/ 5

面试流程

1

Application Review

2

Online Assessment (HackerRank)

3

Technical Interview

4

Coding Rounds

5

System Design Interview

6

Behavioral Interview

7

Team Matching

常见问题

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

GenAI/ML Concepts