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 3 July 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Jul 2026
Same period 2025 Same period 2024
Rank 128 181 224
Rank change year-on-year +53 +43 +3
Permanent jobs citing Data Governance 1,408 856 1,304
As % of all permanent jobs in the UK 1.46% 1.81% 1.24%
As % of the Processes & Methodologies category 1.98% 1.99% 1.51%
Number of salaries quoted 958 505 810
10th Percentile £43,497 £46,350 £41,250
25th Percentile £56,250 £57,000 £52,500
Median annual salary (50th Percentile) £72,500 £75,874 £70,000
Median % change year-on-year -4.45% +8.39% +3.70%
75th Percentile £90,000 £107,500 £88,563
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 71,140 43,093 86,602
As % of all permanent jobs advertised in the UK 73.59% 91.19% 82.11%
Number of salaries quoted 49,140 23,729 61,208
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 £53,688 £50,000 £50,000
% change year-on-year +7.38% - -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 3 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 3 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 +57 1,292 £72,500 -9.38% 651
UK excluding London +50 706 £67,500 +12.50% 437
London +28 599 £82,500 -16.24% 326
Work from Home +80 434 £75,000 - 289
North of England +104 247 £63,076 -1.44% 102
Midlands +49 156 £65,000 +18.18% 79
South East -45 155 £72,500 +12.40% 133
North West +75 126 £55,000 -2.22% 62
West Midlands +27 115 £67,000 +14.11% 42
Yorkshire +25 89 £70,932 +7.88% 30
East of England +18 53 £71,000 +24.56% 33
South West -57 41 £70,752 +17.92% 39
East Midlands +14 40 £57,500 +36.90% 37
North East -17 32 £69,216 +44.20% 10
Scotland +32 30 £85,000 +58.97% 31
Northern Ireland -28 16 £45,000 - 13
Wales -36 8 £64,250 +1.84% 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
1 123 (8.74%) Apache Airflow
2 97 (6.89%) Apache Spark
3 63 (4.47%) Apache
4 35 (2.49%) SharePoint
5 20 (1.42%) 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 63 (4.47%) 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 (3.27%) SAP S/4HANA
2 26 (1.85%) SAP MDG
3 20 (1.42%) 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 5 (0.36%) Salesforce CRM
7 5 (0.36%) 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
1 477 (33.88%) Azure
2 308 (21.88%) Power Platform
3 300 (21.31%) AWS
4 194 (13.78%) GCP
5 170 (12.07%) Snowflake
6 149 (10.58%) Azure Synapse Analytics
7 105 (7.46%) Microsoft Purview
8 89 (6.32%) Azure Data Factory
9 81 (5.75%) dbt
10 76 (5.40%) Microsoft 365
11 68 (4.83%) Azure AI
12 67 (4.76%) Azure Machine Learning
13 65 (4.62%) Amazon S3
14 54 (3.84%) SaaS
15 50 (3.55%) Azure DevOps
16 40 (2.84%) Serverless
17 29 (2.06%) OpenShift
18 27 (1.92%) Azure Logic Apps
19 26 (1.85%) 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 (0.36%) SMS
4 5 (0.36%) WAN
5 4 (0.28%) NGN
6 3 (0.21%) 5G
6 3 (0.21%) VPN
7 2 (0.14%) 4G
7 2 (0.14%) Cisco IPT
7 2 (0.14%) Tactical Data Link
8 1 (0.071%) HTTP
8 1 (0.071%) LAN
8 1 (0.071%) Wi-Fi
Database & Business Intelligence
1 272 (19.32%) Power BI
2 202 (14.35%) Data Warehouse
3 180 (12.78%) Metadata
4 177 (12.57%) Data Lake
5 171 (12.14%) Tableau
6 75 (5.33%) SQL Server
7 69 (4.90%) BigQuery
8 61 (4.33%) Amazon Redshift
9 52 (3.69%) Relational Database
10 44 (3.13%) Spark SQL
11 39 (2.77%) Azure SQL Database
11 39 (2.77%) Delta Lake
12 37 (2.63%) NoSQL
13 34 (2.41%) Looker
14 30 (2.13%) Elasticsearch
15 28 (1.99%) Oracle Database
15 28 (1.99%) Snowflake Schema
16 27 (1.92%) Parquet
16 27 (1.92%) Semantic Layer
17 26 (1.85%) PostgreSQL
Development Applications
1 69 (4.90%) Git
2 30 (2.13%) MLflow
3 27 (1.92%) JIRA
4 25 (1.78%) 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
1 507 (36.01%) Finance
2 463 (32.88%) Social Skills
3 403 (28.62%) Analytical Skills
4 104 (7.39%) Public Sector
5 96 (6.82%) Inclusion and Diversity
6 91 (6.46%) Law
7 90 (6.39%) Legal
8 69 (4.90%) Banking
9 68 (4.83%) Influencing Skills
10 59 (4.19%) Retail
11 58 (4.12%) Manufacturing
12 41 (2.91%) Financial Institution
13 40 (2.84%) Marketing
14 38 (2.70%) Telecoms
15 30 (2.13%) Military
16 29 (2.06%) Investment Banking
17 25 (1.78%) Back Office
18 21 (1.49%) Advertising
18 21 (1.49%) Legal Technology
18 21 (1.49%) Organisational Skills
Job Titles
1 290 (20.60%) Architect
2 253 (17.97%) Senior
3 241 (17.12%) Data Architect
4 197 (13.99%) Analyst
5 191 (13.57%) Data Engineer
6 159 (11.29%) Data Manager
7 151 (10.72%) Lead
8 71 (5.04%) Data Analyst
8 71 (5.04%) Governance Manager
9 69 (4.90%) Data Governance Analyst
9 69 (4.90%) Data Governance Manager
10 63 (4.47%) Consultant
11 55 (3.91%) Senior Architect
12 54 (3.84%) Senior Manager
13 50 (3.55%) Senior Data Engineer
14 45 (3.20%) Senior Data Architect
15 42 (2.98%) Developer
16 39 (2.77%) Business Analyst
16 39 (2.77%) Data Consultant
17 38 (2.70%) Azure Architect
Libraries, Frameworks & Software Standards
1 82 (5.82%) PySpark
2 73 (5.18%) Kafka
3 36 (2.56%) PyTorch
4 35 (2.49%) TensorFlow
5 32 (2.27%) LangChain
6 25 (1.78%) 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 (1.14%) 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%) Oracle Fusion
14 8 (0.57%) EDI
14 8 (0.57%) FIX Protocol
Miscellaneous
1 112 (7.95%) Cloud Native
2 80 (5.68%) Management Information System
3 77 (5.47%) Product Ownership
4 69 (4.90%) Data Structures
5 37 (2.63%) Public Cloud
6 34 (2.41%) Analytical Mindset
7 33 (2.34%) Onboarding
8 29 (2.06%) Distributed Systems
8 29 (2.06%) Legacy Systems
9 26 (1.85%) Clustering
10 24 (1.70%) Self-Motivation
11 23 (1.63%) Greenfield Project
11 23 (1.63%) Reference Data
12 22 (1.56%) NHS
13 21 (1.49%) Low-Code
14 17 (1.21%) AI Agents
15 16 (1.14%) Security Posture
16 15 (1.07%) Reinsurance
17 14 (0.99%) e-Learning
17 14 (0.99%) Life Science
Operating Systems
1 17 (1.21%) 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
1 570 (40.48%) Analytics
2 528 (37.50%) Data Modelling
3 455 (32.32%) AI
4 416 (29.55%) Data Engineering
5 375 (26.63%) Data Architecture
6 370 (26.28%) Business Intelligence
7 342 (24.29%) Agile
8 325 (23.08%) Roadmaps
9 314 (22.30%) Decision-Making
10 300 (21.31%) ETL
11 292 (20.74%) Data Pipeline
12 279 (19.82%) Problem-Solving
13 246 (17.47%) Data Strategy
13 246 (17.47%) Machine Learning
14 238 (16.90%) CI/CD
15 235 (16.69%) Data Management
16 224 (15.91%) Continuous Improvement
17 204 (14.49%) Stakeholder Management
18 199 (14.13%) Stakeholder Engagement
19 180 (12.78%) Migration
Programming Languages
1 538 (38.21%) SQL
2 358 (25.43%) Python
3 32 (2.27%) Data Analysis Expressions
4 31 (2.20%) Java
5 26 (1.85%) C#
6 22 (1.56%) Scala
7 20 (1.42%) JavaScript
8 17 (1.21%) R
9 13 (0.92%) PowerShell
10 9 (0.64%) PL/SQL
11 8 (0.57%) T-SQL
12 7 (0.50%) Bash
13 6 (0.43%) C++
14 5 (0.36%) ABAP
15 4 (0.28%) Groovy
16 3 (0.21%) Bicep
16 3 (0.21%) Go
16 3 (0.21%) TypeScript
17 2 (0.14%) Shell Script
17 2 (0.14%) SPARQL
Qualifications
1 151 (10.72%) Degree
2 89 (6.32%) Security Cleared
3 56 (3.98%) 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 (1.21%) AWS Certification
9 17 (1.21%) CISA
10 16 (1.14%) CISSP
11 15 (1.07%) Master's Degree
12 14 (0.99%) CISM
12 14 (0.99%) TOGAF Certification
13 12 (0.85%) BPSS Clearance
14 11 (0.78%) SANS
15 10 (0.71%) CGEIT
15 10 (0.71%) FFIEC
Quality Assurance & Compliance
1 523 (37.14%) Data Quality
2 247 (17.54%) GDPR
3 52 (3.69%) California Consumer Privacy Act
4 50 (3.55%) QA
5 48 (3.41%) Accessibility
6 25 (1.78%) ISO/IEC 27001
6 25 (1.78%) NIST
7 20 (1.42%) PERC
8 17 (1.21%) PMO
9 15 (1.07%) 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 5 (0.36%) Cyber Essentials PLUS
15 5 (0.36%) SLA
15 5 (0.36%) TickIT
System Software
1 56 (3.98%) Virtual Machines
2 37 (2.63%) 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 (4.47%) Terraform
2 32 (2.27%) 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
1 302 (21.45%) Microsoft
2 293 (20.81%) Databricks
3 116 (8.24%) SAP
4 74 (5.26%) Salesforce
5 70 (4.97%) Google
5 70 (4.97%) Oracle
6 35 (2.49%) Informatica
7 27 (1.92%) Dell
8 25 (1.78%) Red Hat
9 24 (1.70%) Cloudera
10 19 (1.35%) Sage
11 16 (1.14%) 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