Data Governance Job Trends

Data Governance
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Data Governance skills. It covers permanent job vacancies from the 6 months leading up to 2 July 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 129 184 225
Rank change year-on-year +55 +41 -2
Permanent jobs citing Data Governance 1,411 854 1,305
As % of all permanent jobs in the UK 1.46% 1.82% 1.24%
As % of the Processes & Methodologies category 1.99% 1.99% 1.50%
Number of salaries quoted 963 504 809
10th Percentile £43,547 £46,325 £41,250
25th Percentile £56,250 £57,000 £52,500
Median annual salary (50th Percentile) £72,500 £76,687 £70,000
Median % change year-on-year -5.46% +9.55% +3.70%
75th Percentile £90,000 £107,500 £88,750
90th Percentile £115,000 £132,500 £107,500
UK excluding London median annual salary £67,500 £60,000 £65,000
% change year-on-year +12.50% -7.69% +4.84%

All Process & Methodology Skills
UK

Data Governance falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 71,035 42,845 86,740
As % of all permanent jobs advertised in the UK 73.51% 91.34% 82.14%
Number of salaries quoted 49,086 23,535 61,317
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.09%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,500 £50,000 £50,000
% change year-on-year +7.00% - -9.09%

Data Governance
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Data Governance relative to all permanent IT jobs advertised.

Data Governance job vacancy trend in the UK

Data Governance
Salary Trend

Salary distribution trend for jobs in the UK citing Data Governance.

Salary distribution trend for jobs in the UK citing Data Governance

Data Governance
Salary Histogram

Salary distribution for jobs citing Data Governance over the 6 months to 2 July 2026.

Salary histogram for Data Governance in the UK

Data Governance
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Governance within the UK over the 6 months to 2 July 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +54 1,296 £72,500 -9.38% 678
UK excluding London +52 708 £67,500 +12.50% 442
London +24 601 £82,500 -16.03% 349
Work from Home +74 437 £75,000 - 298
North of England +98 247 £63,076 +1.13% 101
Midlands +45 156 £65,000 +18.18% 78
South East -48 156 £73,750 +14.34% 130
North West +80 126 £55,000 -2.22% 61
West Midlands +28 115 £65,000 +10.70% 41
Yorkshire +20 89 £70,932 +10.83% 29
East of England +13 54 £71,000 +24.56% 36
South West -52 41 £70,752 +18.91% 40
East Midlands +8 40 £57,500 +36.90% 37
North East -20 32 £69,216 +44.20% 11
Scotland +31 30 £85,000 +58.97% 34
Northern Ireland -29 16 £45,000 - 17
Wales -39 8 £64,250 +1.84% 12

Data Governance
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 124 (8.79%) Apache Airflow
2 96 (6.80%) Apache Spark
3 63 (4.46%) Apache
4 35 (2.48%) SharePoint
5 20 (1.42%) Microsoft Exchange
6 9 (0.64%) Confluence
6 9 (0.64%) Palantir Foundry
7 5 (0.35%) SAS
8 3 (0.21%) CMS
8 3 (0.21%) Oracle Application Server
9 2 (0.14%) Jupyter
10 1 (0.071%) ArcGIS
Applications
1 63 (4.46%) Microsoft Excel
2 14 (0.99%) Microsoft Office
2 14 (0.99%) MS Visio
3 10 (0.71%) Microsoft PowerPoint
4 6 (0.43%) Spreadsheet
5 3 (0.21%) Microsoft Project
6 2 (0.14%) Chatbot
Business Applications
1 46 (3.26%) SAP S/4HANA
2 26 (1.84%) SAP MDG
3 20 (1.42%) Dynamics CRM
4 15 (1.06%) SAP PM
5 8 (0.57%) SAP ERP
6 7 (0.50%) Oracle ERP
6 7 (0.50%) SAP MDG-BP
7 5 (0.35%) Salesforce CRM
7 5 (0.35%) SAP MDG-F
8 4 (0.28%) NetSuite
9 3 (0.21%) FLEXCUBE
9 3 (0.21%) iTrent
9 3 (0.21%) Misys Opics
9 3 (0.21%) Oracle EBS
9 3 (0.21%) SAP IBP
9 3 (0.21%) Workday HCM
10 2 (0.14%) SAP EWM
10 2 (0.14%) SAP MM
10 2 (0.14%) SAP PP
10 2 (0.14%) SAP Travel Management
Cloud Services
1 479 (33.95%) Azure
2 308 (21.83%) Power Platform
3 302 (21.40%) AWS
4 195 (13.82%) GCP
5 170 (12.05%) Snowflake
6 148 (10.49%) Azure Synapse Analytics
7 104 (7.37%) Microsoft Purview
8 87 (6.17%) Azure Data Factory
9 81 (5.74%) dbt
10 75 (5.32%) Microsoft 365
11 68 (4.82%) Azure AI
12 67 (4.75%) Azure Machine Learning
13 65 (4.61%) Amazon S3
14 54 (3.83%) SaaS
15 50 (3.54%) Azure DevOps
16 40 (2.83%) Serverless
17 29 (2.06%) OpenShift
18 27 (1.91%) Azure Logic Apps
19 26 (1.84%) Dynamics 365
20 22 (1.56%) Collibra
Communications & Networking
1 12 (0.85%) Broadband
1 12 (0.85%) Firewall
2 9 (0.64%) CHAP
2 9 (0.64%) DHCP
2 9 (0.64%) DNS
3 6 (0.43%) Network Security
4 5 (0.35%) SMS
4 5 (0.35%) WAN
5 4 (0.28%) 5G
5 4 (0.28%) NGN
6 3 (0.21%) VPN
7 2 (0.14%) 4G
7 2 (0.14%) Cisco IPT
7 2 (0.14%) Tactical Data Link
7 2 (0.14%) Wi-Fi
8 1 (0.071%) HTTP
8 1 (0.071%) LAN
Database & Business Intelligence
1 272 (19.28%) Power BI
2 201 (14.25%) Data Warehouse
3 180 (12.76%) Metadata
4 175 (12.40%) Data Lake
5 172 (12.19%) Tableau
6 75 (5.32%) SQL Server
7 69 (4.89%) BigQuery
8 61 (4.32%) Amazon Redshift
9 52 (3.69%) Relational Database
10 44 (3.12%) Spark SQL
11 39 (2.76%) Azure SQL Database
12 38 (2.69%) Delta Lake
13 37 (2.62%) NoSQL
14 34 (2.41%) Looker
15 31 (2.20%) Elasticsearch
16 28 (1.98%) Oracle Database
16 28 (1.98%) Snowflake Schema
17 27 (1.91%) Parquet
17 27 (1.91%) Semantic Layer
18 26 (1.84%) PostgreSQL
Development Applications
1 70 (4.96%) Git
2 30 (2.13%) MLflow
3 27 (1.91%) JIRA
4 25 (1.77%) IBM UrbanCode
5 15 (1.06%) ERwin
6 7 (0.50%) Jenkins
7 5 (0.35%) Toad
8 3 (0.21%) GitLab
9 2 (0.14%) ER Studio
9 2 (0.14%) Jaeger
9 2 (0.14%) PowerDesigner
9 2 (0.14%) rollup.js
9 2 (0.14%) TestDirector
9 2 (0.14%) VSS/SourceSafe
10 1 (0.071%) Cucumber
10 1 (0.071%) JUnit
10 1 (0.071%) Oracle Forms
10 1 (0.071%) RStudio
10 1 (0.071%) Sonatype Nexus
10 1 (0.071%) Visual Studio Code
General
1 507 (35.93%) Finance
2 465 (32.96%) Social Skills
3 403 (28.56%) Analytical Skills
4 105 (7.44%) Public Sector
5 97 (6.87%) Inclusion and Diversity
6 91 (6.45%) Law
7 89 (6.31%) Legal
8 70 (4.96%) Banking
9 67 (4.75%) Influencing Skills
10 59 (4.18%) Retail
11 58 (4.11%) Manufacturing
12 41 (2.91%) Financial Institution
13 40 (2.83%) Marketing
14 38 (2.69%) Telecoms
15 30 (2.13%) Investment Banking
15 30 (2.13%) Military
16 25 (1.77%) Back Office
17 21 (1.49%) Advertising
17 21 (1.49%) Legal Technology
17 21 (1.49%) Organisational Skills
Job Titles
1 290 (20.55%) Architect
2 254 (18.00%) Senior
3 240 (17.01%) Data Architect
4 197 (13.96%) Analyst
5 191 (13.54%) Data Engineer
6 159 (11.27%) Data Manager
7 151 (10.70%) Lead
8 71 (5.03%) Data Analyst
8 71 (5.03%) Governance Manager
9 69 (4.89%) Data Governance Analyst
9 69 (4.89%) Data Governance Manager
10 64 (4.54%) Consultant
11 55 (3.90%) Senior Architect
12 54 (3.83%) Senior Manager
13 50 (3.54%) Senior Data Engineer
14 45 (3.19%) Senior Data Architect
15 42 (2.98%) Developer
16 40 (2.83%) Azure Architect
16 40 (2.83%) Data Consultant
17 39 (2.76%) Business Analyst
Libraries, Frameworks & Software Standards
1 82 (5.81%) PySpark
2 74 (5.24%) Kafka
3 36 (2.55%) PyTorch
4 35 (2.48%) TensorFlow
5 32 (2.27%) LangChain
6 25 (1.77%) Middleware
7 24 (1.70%) scikit-learn
8 23 (1.63%) JSON
8 23 (1.63%) LlamaIndex
8 23 (1.63%) pgvector
8 23 (1.63%) REST
9 16 (1.13%) XML
10 14 (0.99%) Pandas
11 13 (0.92%) .NET
11 13 (0.92%) CSS
12 10 (0.71%) ARM Templates
12 10 (0.71%) HTML
13 9 (0.64%) EDI
13 9 (0.64%) Oracle Fusion
14 8 (0.57%) FIX Protocol
Miscellaneous
1 112 (7.94%) Cloud Native
2 81 (5.74%) Management Information System
3 76 (5.39%) Product Ownership
4 69 (4.89%) Data Structures
5 37 (2.62%) Public Cloud
6 34 (2.41%) Analytical Mindset
7 33 (2.34%) Onboarding
8 30 (2.13%) Distributed Systems
9 29 (2.06%) Legacy Systems
10 26 (1.84%) Clustering
11 25 (1.77%) Self-Motivation
12 23 (1.63%) Greenfield Project
12 23 (1.63%) Reference Data
13 22 (1.56%) NHS
14 21 (1.49%) Low-Code
15 17 (1.20%) AI Agents
16 16 (1.13%) Security Posture
17 15 (1.06%) Reinsurance
18 14 (0.99%) e-Learning
18 14 (0.99%) Life Science
Operating Systems
1 17 (1.20%) Windows
2 9 (0.64%) Windows Server
3 5 (0.35%) Linux
3 5 (0.35%) Unix
4 3 (0.21%) AIX
5 1 (0.071%) Android
5 1 (0.071%) Apple iOS
5 1 (0.071%) Mac OS
Processes & Methodologies
1 570 (40.40%) Analytics
2 527 (37.35%) Data Modelling
3 454 (32.18%) AI
4 416 (29.48%) Data Engineering
5 376 (26.65%) Data Architecture
6 370 (26.22%) Business Intelligence
7 343 (24.31%) Agile
8 322 (22.82%) Roadmaps
9 312 (22.11%) Decision-Making
10 301 (21.33%) ETL
11 293 (20.77%) Data Pipeline
12 281 (19.91%) Problem-Solving
13 245 (17.36%) Data Strategy
13 245 (17.36%) Machine Learning
14 238 (16.87%) CI/CD
15 235 (16.65%) Data Management
16 224 (15.88%) Continuous Improvement
17 206 (14.60%) Stakeholder Management
18 199 (14.10%) Stakeholder Engagement
19 181 (12.83%) Migration
Programming Languages
1 539 (38.20%) SQL
2 359 (25.44%) Python
3 32 (2.27%) Data Analysis Expressions
4 31 (2.20%) Java
5 26 (1.84%) C#
6 22 (1.56%) Scala
7 20 (1.42%) JavaScript
8 17 (1.20%) R
9 13 (0.92%) PowerShell
10 10 (0.71%) PL/SQL
11 8 (0.57%) Bash
11 8 (0.57%) T-SQL
12 6 (0.43%) C++
13 5 (0.35%) ABAP
14 4 (0.28%) Groovy
15 3 (0.21%) Bicep
15 3 (0.21%) Go
15 3 (0.21%) TypeScript
16 2 (0.14%) Shell Script
16 2 (0.14%) SPARQL
Qualifications
1 151 (10.70%) Degree
2 90 (6.38%) Security Cleared
3 57 (4.04%) SC Cleared
4 34 (2.41%) Computer Science Degree
5 33 (2.34%) Azure Certification
6 24 (1.70%) DBS Check
7 19 (1.35%) ACCA
7 19 (1.35%) CIMA
7 19 (1.35%) DV Cleared
8 18 (1.28%) Microsoft Certification
9 17 (1.20%) AWS Certification
9 17 (1.20%) CISA
10 16 (1.13%) CISSP
11 15 (1.06%) Master's Degree
12 14 (0.99%) CISM
13 13 (0.92%) TOGAF Certification
14 12 (0.85%) BPSS Clearance
15 11 (0.78%) SANS
16 10 (0.71%) CGEIT
16 10 (0.71%) FFIEC
Quality Assurance & Compliance
1 523 (37.07%) Data Quality
2 245 (17.36%) GDPR
3 52 (3.69%) California Consumer Privacy Act
4 50 (3.54%) QA
5 48 (3.40%) Accessibility
6 25 (1.77%) ISO/IEC 27001
6 25 (1.77%) NIST
7 20 (1.42%) PERC
8 17 (1.20%) PMO
9 15 (1.06%) HIPAA
10 14 (0.99%) GRC
11 12 (0.85%) COBIT
12 9 (0.64%) Solvency II
13 8 (0.57%) Cyber Essentials
14 7 (0.50%) Actionable Recommendations
14 7 (0.50%) ISO 19650
14 7 (0.50%) SOC 2
15 6 (0.43%) SLA
16 5 (0.35%) Cyber Essentials PLUS
16 5 (0.35%) TickIT
System Software
1 56 (3.97%) Virtual Machines
2 38 (2.69%) Docker
3 19 (1.35%) Active Directory
4 10 (0.71%) VMware Infrastructure
5 2 (0.14%) IAG
5 2 (0.14%) Virtual Desktop
6 1 (0.071%) Apache Flume
6 1 (0.071%) BitLocker
6 1 (0.071%) Hyper-V
Systems Management
1 63 (4.46%) Terraform
2 33 (2.34%) Kubernetes
3 8 (0.57%) Grafana
4 7 (0.50%) Prometheus
5 5 (0.35%) Ansible
6 3 (0.21%) Microsoft Intune
6 3 (0.21%) Single Sign-On
7 2 (0.14%) Control-M
7 2 (0.14%) Thomson Reuters DACS
8 1 (0.071%) CASB
8 1 (0.071%) Computer Emergency Response Teams
8 1 (0.071%) Jamf Pro
8 1 (0.071%) NetBackup
8 1 (0.071%) RSA Archer
Vendors
1 300 (21.26%) Microsoft
2 294 (20.84%) Databricks
3 116 (8.22%) SAP
4 75 (5.32%) Salesforce
5 70 (4.96%) Google
5 70 (4.96%) Oracle
6 35 (2.48%) Informatica
7 27 (1.91%) Dell
8 25 (1.77%) Red Hat
9 24 (1.70%) Cloudera
10 19 (1.35%) Sage
11 16 (1.13%) Talend
12 14 (0.99%) Palantir
12 14 (0.99%) Salesforce Marketing Cloud
13 13 (0.92%) OpenAI
13 13 (0.92%) ServiceNow
14 10 (0.71%) Foundry
14 10 (0.71%) VMware
15 8 (0.57%) Ariba
15 8 (0.57%) Sparx