Senior Data Scientist - Forecasting at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Digital Media, FinanceIndustries

Requirements

Deep experience in time series modelling – particularly in building, deploying, and explaining forecasting models
Excellent problem-solving skills – can cut to the heart of and articulate issues, scope and select recommended solutions, and implement them with minimal guidance
Strong communication skills – can clearly, succinctly, and constructively communicate with partners to achieve organization’s goals
Exceptional presentation skills – can explain complex modelling methodologies and processes to non-technical audiences
Evangelist mindset: Excited to apply data science techniques to traditional FP&A problems and grow responsibilities over time
Familiar with common financial concepts like ARR and ARPU
Intermediate/Advanced Python programming skills
Familiarity with data pipelining, within Databricks preferred
Deep prior experience doing fully automated time series forecasting using Python

Responsibilities

Build, improve and maintain sophisticated ARR time series based forecasting models to boost accuracy and provide time savings for finance partners
Work with finance partners to comprehensively understand problems that need to be solved and design and implement forecasting solutions
Present proposed methodologies and results to finance partners at various levels – analyst through SVP
Figure out how best to incorporate human-in-the-loop approaches to automated forecasts to improve accuracy and explainability
Serve as finance data science evangelist, seeking out additional high impact opportunities for data science within FP&A and designing and implementing solutions there
Collaborate on dashboard creation to increase visibility

Skills

Key technologies and capabilities for this role

Time Series ForecastingForecasting ModelsData ScienceARR ForecastingHuman-in-the-Loop WorkflowsFP&ACoding

Questions & Answers

Common questions about this position

What skills are required for the Senior Data Scientist role?

The role requires deep experience in time series modelling, particularly building, deploying, and explaining forecasting models, excellent problem-solving skills, strong communication skills, exceptional presentation skills to explain complex methodologies to non-technical audiences, and an evangelist mindset to apply data science to FP&A problems.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What is the salary or compensation for this role?

This information is not specified in the job description.

What is the company culture like at Adobe?

Adobe is passionate about empowering people to create digital experiences, committed to hiring the best talent, creating exceptional employee experiences with respect and equal opportunity, and fostering an environment where new ideas can come from anywhere in the organization.

What makes a strong candidate for this position?

A strong candidate can ingest, document, and refine requirements from finance partners, program end-to-end forecasting solutions, partner effectively, code efficiently, present to stakeholders from analysts to SVPs, and act as a data science evangelist seeking high-impact opportunities.

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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