Principal Data Scientist, Adobe Stock at Adobe

San Francisco, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

8+ years of experience in data science or advanced analytics, ideally within eCommerce or digital platforms
Strong proficiency in Python and SQL for data manipulation, modeling, and analysis
Experience with Databricks or similar cloud-based data platforms
Deep understanding of time series forecasting, including ARIMA, Prophet, and other statistical models
Proven ability to build and deploy unsupervised learning models for customer segmentation
Expertise in data visualization tools like Tableau or equivalent
Strong foundation in statistical modeling, experimentation, and lifecycle analytics
Ability to work independently and lead complex projects from ideation to delivery

Responsibilities

Develop and refine customer segmentation models using unsupervised learning techniques to identify behavioral clusters and inform targeting strategies
Build and maintain forecasting models (e.g., ARIMA, Prophet) to predict demand and user engagement trends
Define and exemplify the value of customers over time (LTV) and develop strategies to improve it in acquisition and retention processes
Lead churn modeling initiatives to proactively identify at-risk users and recommend mitigation strategies
Create reusable machine learning pipelines and data artifacts that scale across the organization
Collaborate with cross-functional teams to design experiments and interpret results, including A/B testing and cohort analyses
Share complex modeling outcomes and insights with both technical and non-technical collaborators

Skills

Unsupervised Learning

ARIMA

Prophet

Customer Segmentation

LTV

Churn Modeling

Machine Learning Pipelines

A/B Testing

Cohort Analysis

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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