Data Science Engineer at Adobe

Austin, Texas, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, SoftwareIndustries

Requirements

5+ years of SQL experience for querying, cleansing, integrating, and summarizing complex data
Experience with Databricks and Python (desirable)
Proven experience building, testing, evaluating, and improving revenue-generating data science models
Knowledge of propensity modeling techniques and other modeling techniques (beneficial)
Proven experience translating complex analytics into understandable insights for senior collaborators
Strong problem-solving skills and experience in a fast-paced business environment with changing requirements

Responsibilities

Develop and own rSAM models to size headroom opportunities in the book of business for specific offerings and customer segments
Carry out in-depth business analysis to uncover the drivers behind performance gaps and make recommendations for change
Engage with senior collaborators to understand key growth areas and ensure solutions align with business priorities
Assess and improve the performance of sales campaigns with performance insights and recommendations for model enhancements
Support the customer segmentation process using rSAM and other insights
Provide different models like customer segmentation based on clustering, customer lifetime value based on survival analysis, and forecasting
Deliver channel segmentation to determine customer engagement strategy and optimize lifetime value
Collaborate with data engineering teams to productionize data pipelines and drive scalable solutions
Automate model refreshes and account prioritization processes
Build propensity models to drive sales campaigns using predictive modelling techniques

Skills

Feature Engineering

Model Building

Model Evaluation

Data Analysis

Business Analysis

Statistical Modeling

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