Senior Data Scientist, Customer Analytics

Autodesk; United States; Remote; USD 112,000 - 201,000; Full time

Job summary

Autodesk is seeking a Senior Data Scientist to join our Customer Analytics team within Customer Success. You will build predictive models for product usage, churn, retention, and expansion, turning data into actionable recommendations that inform strategy and improve the customer experience.

Collaborate with Customer Success, Product, and Go‑to‑Market teams to apply AI techniques, create health signals, and embed predictive insights into dashboards and reporting to drive growth.

Qualifications

• 5–7+ years of experience in Data Science, Advanced Analytics, or similar roles.
• Strong proficiency in Python (preferred) or R for data analysis and modeling.
• Hands-on experience with predictive modeling techniques (e.g., regression, classification, clustering).
• Strong SQL skills and experience working with large-scale datasets.
• Solid understanding of customer analytics concepts (churn modeling, segmentation, cohort analysis).
• Working knowledge of machine learning/AI techniques and when to apply them to business problems.

Responsibilities

• Analyze product usage data to identify behavioral patterns, segmentation opportunities, and growth drivers.
• Develop predictive models to analyze customer churn, retention, expansion, and product adoption.
• Build customer health scores and predictive signals to support proactive customer success strategies.
• Apply appropriate AI/ML techniques (e.g., advanced segmentation, pattern detection, NLP where relevant) to enhance insights.
• Translate business questions into analytical frameworks and data science solutions.
• Partner with Customer Success and Product teams to identify opportunities to improve engagement and reduce churn.
• Generate actionable insights and recommendations to influence business decisions.
• Communicate complex analyses clearly to both technical and non-technical stakeholders.
• Collaborate with BI teams to embed predictive insights into dashboards and reporting.

Skills

Python

R

SQL

Data science

Predictive modeling

NLP

Statistical analysis

Machine learning

Education

Bachelor’s or Master’s degree in Data Science, Statistics, Mathematics, Computer Science, or related field

Tools

Tableau

Power BI

Job description

Job Requisition ID #

26WD97732

Position Overview

We are seeking a Senior Data Scientist to join our Customer Analytics team within the Customer Success organization. This team plays a critical role in measuring the health of the business and delivering insights that inform strategy, improve decision-making, and drive customer outcomes.

In this role, you will focus on predictive analytics across product usage and the customer lifecycle. You will develop models and insights to better understand user behavior, predict churn and expansion opportunities, and identify strategies to improve product adoption, retention, and overall customer success. You will also bring familiarity with emerging AI techniques to enhance analytical approaches and uncover new value from data. You will collaborate closely with Customer Success, Product, and Go-to-Market teams to translate complex data into clear, actionable recommendations that support business growth and improve the customer experience.

Responsibilities

• Analyze product usage data to identify behavioral patterns, segmentation opportunities, and growth drivers
• Develop predictive models to analyze customer churn, retention, expansion, and product adoption
• Build customer health scores and predictive signals to support proactive customer success strategies
• Apply appropriate AI/ML techniques (e.g., advanced segmentation, pattern detection, NLP where relevant) to enhance insights
• Translate business questions into analytical frameworks and data science solutions
• Partner with Customer Success and Product teams to identify opportunities to improve engagement and reduce churn
• Generate actionable insights and recommendations to influence business decisions
• Communicate complex analyses clearly to both technical and non-technical stakeholders
• Collaborate with BI teams to embed predictive insights into dashboards and reporting

Minimum Qualifications

• 5–7+ years of experience in Data Science, Advanced Analytics, or similar roles
• Strong proficiency in Python (preferred) or R for data analysis and modeling
• Hands‑on experience with predictive modeling techniques (e.g., regression, classification, clustering)
• Strong SQL skills and experience working with large-scale datasets Solid understanding of customer analytics concepts (churn modeling, segmentation, cohort analysis)
• Working knowledge of machine learning/AI techniques and when to apply them to business problems
• Strong analytical thinking and problem‑solving skills with a focus on business impact
• Bachelor’s or Master’s degree in Data Science, Statistics, Mathematics, Computer Science, or related field

Preferred Qualifications

• Experience working with product usage / telemetry data
• Experience in SaaS or subscription‑based business models
• Familiarity with customer lifecycle metrics (retention, LTV, engagement)
• Exposure to AI applications such as NLP, recommendation systems, or unstructured data analysis
• Experience with data visualization tools (Tableau, Power BI)
• Strong stakeholder management and communication skills

Learn More

About Autodesk

Welcome to Autodesk! Amazing things are created every day with our software - from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take pride in our culture here at Autodesk - it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.

When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!

Benefits

From health and financial benefits to time away and everyday wellness, we give Autodeskers the best, so they can do their best work. Learn more about our benefits in the U.S. by visiting https://benefits.autodesk.com/

Salary transparency

Salary is one part of Autodesk’s competitive compensation package. For U.S.-based roles, we expect a starting base salary between $112,000 and $200,860. Offers are based on the candidate’s experience and geographic location, and may exceed this range. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.

Sales Careers

Working in sales at Autodesk allows you to build meaningful relationships with customers while growing your career. Join us and help make a better, more sustainable world. Learn more here: https://www.autodesk.com/careers/sales

Equal Employment Opportunity

At Autodesk, we’re building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

Belonging

We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/global-belonging

In-Person Onboarding and Identity Verification

This role may require in-person onboarding and/or in-person ID verification.