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 28 June 2026, with comparisons to the same periods in the previous two years.

6 months to
28 Jun 2026
Same period 2025 Same period 2024
Rank 130 181 224
Rank change year-on-year +51 +43 -6
Permanent jobs citing Data Governance 1,399 856 1,304
As % of all permanent jobs in the UK 1.47% 1.85% 1.23%
As % of the Processes & Methodologies category 1.99% 2.02% 1.50%
Number of salaries quoted 962 506 809
10th Percentile £43,497 £47,000 £41,250
25th Percentile £56,250 £57,050 £52,500
Median annual salary (50th Percentile) £72,500 £77,500 £70,000
Median % change year-on-year -6.45% +10.71% +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 70,129 42,382 86,929
As % of all permanent jobs advertised in the UK 73.45% 91.66% 82.23%
Number of salaries quoted 48,378 23,044 61,478
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% -9.12%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,000 £50,000 £50,000
% change year-on-year +6.00% - -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 28 June 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 28 June 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 +52 1,297 £72,500 -9.38% 500
UK excluding London +49 697 £67,500 +12.50% 373
London +28 598 £82,500 -16.88% 234
Work from Home +77 421 £75,000 - 196
North of England +96 251 £63,076 +3.84% 85
Midlands +46 157 £65,000 +18.18% 70
South East -44 155 £72,500 +12.40% 108
North West +84 126 £55,000 -2.22% 47
West Midlands +33 117 £67,000 +14.11% 37
Yorkshire +27 93 £70,932 +10.83% 28
East of England +21 54 £71,000 +24.56% 35
South West -58 40 £70,376 +18.28% 33
East Midlands +9 39 £55,825 +32.92% 33
North East -15 32 £69,216 +44.20% 10
Scotland +34 30 £85,000 +51.87% 28
Northern Ireland -28 5 £45,000 - 9
Wales -37 5 £51,506 -18.36% 13

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 (8.86%) Apache Airflow
2 96 (6.86%) Apache Spark
3 63 (4.50%) Apache
4 37 (2.64%) SharePoint
5 21 (1.50%) Microsoft Exchange
6 9 (0.64%) Confluence
6 9 (0.64%) Palantir Foundry
7 5 (0.36%) 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 59 (4.22%) Microsoft Excel
2 14 (1.00%) Microsoft Office
2 14 (1.00%) 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 48 (3.43%) SAP S/4HANA
2 26 (1.86%) SAP MDG
3 18 (1.29%) Dynamics CRM
4 15 (1.07%) SAP PM
5 8 (0.57%) SAP ERP
6 7 (0.50%) Oracle ERP
6 7 (0.50%) SAP MDG-BP
7 6 (0.43%) Salesforce CRM
8 5 (0.36%) SAP MDG-F
9 4 (0.29%) NetSuite
10 3 (0.21%) FLEXCUBE
10 3 (0.21%) iTrent
10 3 (0.21%) Misys Opics
10 3 (0.21%) Oracle EBS
10 3 (0.21%) SAP IBP
10 3 (0.21%) SAP PP
10 3 (0.21%) Workday HCM
11 2 (0.14%) Distributed Ledger
11 2 (0.14%) SAP MM
11 2 (0.14%) SAP Travel Management
Cloud Services
1 477 (34.10%) Azure
2 303 (21.66%) AWS
2 303 (21.66%) Power Platform
3 193 (13.80%) GCP
4 170 (12.15%) Snowflake
5 149 (10.65%) Azure Synapse Analytics
6 105 (7.51%) Microsoft Purview
7 86 (6.15%) Azure Data Factory
8 79 (5.65%) dbt
9 77 (5.50%) Microsoft 365
10 68 (4.86%) Azure AI
11 67 (4.79%) Azure Machine Learning
12 66 (4.72%) Amazon S3
13 53 (3.79%) SaaS
14 51 (3.65%) Azure DevOps
15 40 (2.86%) Serverless
16 29 (2.07%) OpenShift
17 27 (1.93%) Azure Logic Apps
18 25 (1.79%) Dynamics 365
19 22 (1.57%) Entra ID
Communications & Networking
1 12 (0.86%) Broadband
1 12 (0.86%) Firewall
2 10 (0.71%) CHAP
3 9 (0.64%) DHCP
3 9 (0.64%) DNS
4 6 (0.43%) Network Security
5 5 (0.36%) SMS
5 5 (0.36%) WAN
6 4 (0.29%) 5G
6 4 (0.29%) NGN
7 3 (0.21%) VPN
8 2 (0.14%) 4G
8 2 (0.14%) Cisco IPT
8 2 (0.14%) Tactical Data Link
8 2 (0.14%) Wi-Fi
9 1 (0.071%) HTTP
9 1 (0.071%) LAN
Database & Business Intelligence
1 265 (18.94%) Power BI
2 200 (14.30%) Data Warehouse
3 188 (13.44%) Metadata
4 175 (12.51%) Data Lake
5 168 (12.01%) Tableau
6 74 (5.29%) SQL Server
7 70 (5.00%) BigQuery
8 61 (4.36%) Amazon Redshift
9 52 (3.72%) Relational Database
10 44 (3.15%) Spark SQL
11 42 (3.00%) NoSQL
12 39 (2.79%) Azure SQL Database
13 38 (2.72%) Delta Lake
14 34 (2.43%) Looker
15 31 (2.22%) Elasticsearch
16 28 (2.00%) Oracle Database
17 27 (1.93%) Parquet
17 27 (1.93%) Snowflake Schema
18 26 (1.86%) PostgreSQL
18 26 (1.86%) Semantic Layer
Development Applications
1 69 (4.93%) Git
2 30 (2.14%) MLflow
3 27 (1.93%) JIRA
4 25 (1.79%) IBM UrbanCode
5 15 (1.07%) ERwin
6 7 (0.50%) Jenkins
7 5 (0.36%) 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
1 505 (36.10%) Finance
2 463 (33.10%) Social Skills
3 408 (29.16%) Analytical Skills
4 106 (7.58%) Public Sector
5 96 (6.86%) Inclusion and Diversity
6 79 (5.65%) Law
7 77 (5.50%) Legal
8 71 (5.08%) Banking
9 65 (4.65%) Influencing Skills
10 60 (4.29%) Retail
11 59 (4.22%) Manufacturing
12 43 (3.07%) Financial Institution
13 41 (2.93%) Marketing
14 38 (2.72%) Telecoms
15 30 (2.14%) Investment Banking
15 30 (2.14%) Military
16 26 (1.86%) Back Office
17 21 (1.50%) Advertising
17 21 (1.50%) Organisational Skills
18 19 (1.36%) Documentation Skills
Job Titles
1 293 (20.94%) Architect
2 243 (17.37%) Data Architect
3 240 (17.16%) Senior
4 198 (14.15%) Analyst
5 189 (13.51%) Data Engineer
6 159 (11.37%) Data Manager
7 151 (10.79%) Lead
8 75 (5.36%) Data Analyst
9 71 (5.08%) Governance Manager
10 69 (4.93%) Data Governance Analyst
10 69 (4.93%) Data Governance Manager
11 64 (4.57%) Consultant
12 55 (3.93%) Senior Architect
12 55 (3.93%) Senior Manager
13 47 (3.36%) Senior Data Engineer
14 45 (3.22%) Senior Data Architect
15 40 (2.86%) Azure Architect
15 40 (2.86%) Data Consultant
16 39 (2.79%) Business Analyst
17 36 (2.57%) Engineering Manager
Libraries, Frameworks & Software Standards
1 82 (5.86%) PySpark
2 73 (5.22%) Kafka
3 35 (2.50%) PyTorch
4 34 (2.43%) TensorFlow
5 32 (2.29%) LangChain
6 25 (1.79%) Middleware
7 24 (1.72%) scikit-learn
8 23 (1.64%) JSON
8 23 (1.64%) LlamaIndex
8 23 (1.64%) pgvector
9 22 (1.57%) REST
10 16 (1.14%) XML
11 14 (1.00%) Pandas
12 13 (0.93%) CSS
13 10 (0.71%) ARM Templates
13 10 (0.71%) HTML
14 9 (0.64%) EDI
14 9 (0.64%) Oracle Fusion
15 8 (0.57%) FIX Protocol
16 7 (0.50%) XML Schema
Miscellaneous
1 111 (7.93%) Cloud Native
2 81 (5.79%) Management Information System
3 78 (5.58%) Product Ownership
4 74 (5.29%) Data Structures
5 38 (2.72%) Public Cloud
6 34 (2.43%) Analytical Mindset
7 32 (2.29%) Onboarding
8 30 (2.14%) Distributed Systems
8 30 (2.14%) Legacy Systems
9 26 (1.86%) Clustering
10 25 (1.79%) Self-Motivation
11 24 (1.72%) Reference Data
12 23 (1.64%) Low-Code
13 22 (1.57%) Greenfield Project
14 20 (1.43%) NHS
15 17 (1.22%) AI Agents
16 16 (1.14%) Reinsurance
16 16 (1.14%) Security Posture
17 14 (1.00%) Life Science
17 14 (1.00%) Social Media
Operating Systems
1 17 (1.22%) Windows
2 9 (0.64%) Windows Server
3 5 (0.36%) Linux
3 5 (0.36%) 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
1 562 (40.17%) Analytics
2 527 (37.67%) Data Modelling
3 445 (31.81%) AI
4 414 (29.59%) Data Engineering
5 375 (26.80%) Data Architecture
6 362 (25.88%) Business Intelligence
7 335 (23.95%) Agile
8 321 (22.94%) Roadmaps
9 304 (21.73%) Decision-Making
10 299 (21.37%) ETL
11 291 (20.80%) Data Pipeline
12 271 (19.37%) Problem-Solving
13 241 (17.23%) Data Strategy
14 240 (17.16%) Machine Learning
15 238 (17.01%) Data Management
16 223 (15.94%) CI/CD
17 212 (15.15%) Continuous Improvement
18 206 (14.72%) Stakeholder Management
19 200 (14.30%) Stakeholder Engagement
20 179 (12.79%) Migration
Programming Languages
1 533 (38.10%) SQL
2 356 (25.45%) Python
3 32 (2.29%) Data Analysis Expressions
4 30 (2.14%) Java
5 23 (1.64%) Scala
6 21 (1.50%) JavaScript
7 17 (1.22%) R
8 15 (1.07%) C#
9 13 (0.93%) 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 (0.36%) ABAP
14 4 (0.29%) Groovy
15 3 (0.21%) Bicep
15 3 (0.21%) Go
15 3 (0.21%) TypeScript
16 2 (0.14%) Shell Script
17 1 (0.071%) SPARQL
Qualifications
1 153 (10.94%) Degree
2 95 (6.79%) Security Cleared
3 62 (4.43%) SC Cleared
4 35 (2.50%) Computer Science Degree
5 34 (2.43%) Azure Certification
6 24 (1.72%) DBS Check
7 20 (1.43%) Microsoft Certification
8 19 (1.36%) DV Cleared
8 19 (1.36%) Master's Degree
9 18 (1.29%) AWS Certification
9 18 (1.29%) CISA
10 17 (1.22%) ACCA
10 17 (1.22%) CIMA
10 17 (1.22%) CISSP
11 15 (1.07%) CISM
12 13 (0.93%) TOGAF Certification
13 12 (0.86%) BPSS Clearance
13 12 (0.86%) SANS
14 11 (0.79%) CGEIT
14 11 (0.79%) FFIEC
Quality Assurance & Compliance
1 522 (37.31%) Data Quality
2 246 (17.58%) GDPR
3 53 (3.79%) California Consumer Privacy Act
4 49 (3.50%) Accessibility
5 38 (2.72%) QA
6 26 (1.86%) NIST
7 25 (1.79%) ISO/IEC 27001
8 20 (1.43%) PERC
9 17 (1.22%) PMO
10 15 (1.07%) HIPAA
11 14 (1.00%) GRC
12 13 (0.93%) COBIT
13 9 (0.64%) Solvency II
14 8 (0.57%) Cyber Essentials
15 7 (0.50%) Actionable Recommendations
15 7 (0.50%) ISO 19650
15 7 (0.50%) SOC 2
16 6 (0.43%) SLA
17 5 (0.36%) Cyber Essentials PLUS
17 5 (0.36%) TickIT
System Software
1 56 (4.00%) Virtual Machines
2 37 (2.64%) Docker
3 19 (1.36%) 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 (4.50%) Terraform
2 33 (2.36%) Kubernetes
3 8 (0.57%) Grafana
4 7 (0.50%) Prometheus
5 5 (0.36%) 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
1 298 (21.30%) Microsoft
2 293 (20.94%) Databricks
3 117 (8.36%) SAP
4 75 (5.36%) Salesforce
5 70 (5.00%) Google
6 69 (4.93%) Oracle
7 35 (2.50%) Informatica
8 27 (1.93%) Dell
9 25 (1.79%) Red Hat
10 24 (1.72%) Cloudera
11 18 (1.29%) Sage
12 15 (1.07%) Talend
13 14 (1.00%) Palantir
13 14 (1.00%) Salesforce Marketing Cloud
14 13 (0.93%) OpenAI
14 13 (0.93%) ServiceNow
15 10 (0.71%) Foundry
15 10 (0.71%) VMware
16 8 (0.57%) Ariba
16 8 (0.57%) Sparx