VP of Data: Facts, Skills, and Next Paths
A VP of Data sets the data strategy for an organization, leading teams that build machine learning models, run analytics, and maintain data infrastructure. Day-to-day work includes partnering with senior leadership to identify high-value problems, overseeing the development of AI-powered products, and ensuring data quality and compliance across the business.
Core responsibilities span technical direction, team building, and business impact. This role typically reports to a C-level executive or a senior VP and manages a cross-functional data organization. For example, Harnham is hiring a Director of Data Science to scale machine learning practice, CBTS seeks a VP of Applied AI & Data to own P&L and client engagement, and brightwheel needs a Director of Analytics to lead central analytics and deliver insights. MUFG Americas is looking for a VP to oversee AML compliance using data analysis.
The median salary for a VP of Data is approximately $202,500. The most requested skills in current job postings are Data Analysis, Python or R, Machine Learning & Deep Learning, and SQL — each appearing in 50% of listings.
$195,000 – $225,000
Avg. Salary
18 paths
Adjacent Paths
60% avg. match
Avg. Match Score
25.1 shared skills
Shared Foundation
The Skill Blueprint for VP of Data
The core competencies employers ask for. Use them to strengthen your resume, spot gaps, and compare related career options.
Data Analysis
analytical 50% of live postingsPython or R
technical 50% of live postingsMachine Learning & Deep Learning
technical 50% of live postingsSQL
technical 50% of live postingsAnalytics & Reporting
analytical 40% of live postingsCompliance
technical 40% of live postingsData Warehousing
technical 40% of live postingsData Quality
technical 40% of live postingsData Engineering
technical 20% of live postingsWhere Else Can VP of Data Skills Take You?
Build toward this role and you may be building toward several others. Explore the paths that share the same foundation.
Adjacent Paths from VP of Data
Showing the top 18 of 113 transitions — explore the rest via the Network map.
Why People Explore VP of Data
High Impact Visibility
VP of Datas sit at a critical intersection in the organization. Your work directly ties to key business metrics — making your impact visible across teams and to leadership.
Resume Signal
The skills behind VP of Data — Data Analysis, Python or R, Machine Learning & Deep Learning — give you concrete language for resumes, interviews, and adjacent roles.
Option Value
This is a high-demand function where strong performers can advance quickly. With 113+ adjacent paths available, your career options stay open.
Roles With Similar Day-to-Day Work
Ranked by how similar the day-to-day work reads in live job postings — not just shared skills.
Frequently Asked Questions
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See how VP of Data skills match with every career path in our network.