Senior Data Scientist, Adobe Stock at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

5+ years of experience in data science or advanced analytics, ideally within eCommerce, digital subscriptions, or marketplaces
Strong proficiency in Python and SQL for data manipulation, modeling, and analysis
Familiarity with Databricks or similar cloud-based data platforms
Solid understanding of time series forecasting methods (ARIMA, Prophet, ML-based)
Experience building segmentation or clustering models (e.g., k-means, hierarchical clustering, embeddings)
Strong applied statistics foundation (hypothesis testing, regression, experimental design)
Proficiency with data visualization tools (e.g., Tableau, Power BI, or equivalent)
Demonstrated ability to manage projects independently, while working effectively with partners from different functions
BS degree in computer science or a related degree is required or equivalent practical experience

Responsibilities

Contribute to the development of customer segmentation models using clustering and unsupervised learning techniques to uncover behavioral cohorts and inform targeting
Build and refine forecasting models (e.g., ARIMA, Prophet, ML-based time series methods) to predict demand and engagement trends
Support efforts in modeling customer value over time (LTV) and assist in translating findings into practical strategies for acquiring and retaining customers
Develop churn prediction models to identify at-risk users and propose interventions in partnership with product and marketing teams
Create scalable, reusable ML workflows and data science artifacts that improve efficiency across the org
Partner with analysts and engineers to design and interpret experiments (A/B tests, cohort studies, causal inference)
Present insights and model outcomes clearly to technical and non-technical audiences, bridging the gap between data and decision-making

Skills

Clustering

Unsupervised Learning

ARIMA

Prophet

Time Series Forecasting

Churn Prediction

LTV Modeling

Machine Learning

Customer Segmentation

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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