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

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 129 181 228
Rank change year-on-year +52 +47 -17
Permanent jobs citing Data Governance 1,381 862 1,333
As % of all permanent jobs in the UK 1.47% 1.92% 1.22%
As % of the Processes & Methodologies category 2.01% 2.08% 1.49%
Number of salaries quoted 938 509 800
10th Percentile £42,500 £47,300 £41,239
25th Percentile £56,250 £57,500 £52,500
Median annual salary (50th Percentile) £72,500 £80,000 £70,000
Median % change year-on-year -9.38% +14.29% +3.70%
75th Percentile £92,500 £110,000 £88,750
90th Percentile £115,600 £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 68,746 41,496 89,251
As % of all permanent jobs advertised in the UK 73.03% 92.46% 81.73%
Number of salaries quoted 47,319 22,262 63,244
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £39,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 20 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 20 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 +44 1,281 £75,000 -9.09% 378
UK excluding London +58 696 £67,500 +12.50% 296
London +22 587 £82,500 -17.50% 179
Work from Home +72 417 £75,000 -6.25% 162
North of England +122 250 £63,076 +3.84% 67
Midlands +45 156 £65,000 +18.18% 49
South East -43 153 £73,750 +13.90% 99
North West +80 120 £54,000 -6.09% 46
West Midlands +31 117 £67,000 +11.67% 30
Yorkshire +30 99 £70,932 +16.77% 16
East of England +23 57 £72,500 +27.19% 22
South West -53 39 £70,752 +17.92% 28
East Midlands -7 38 £50,825 +23.96% 18
Scotland +28 32 £85,000 +51.87% 16
North East -20 31 £67,500 +22.17% 6
Northern Ireland -27 5 £45,000 - 14
Wales -44 4 £39,511 -50.61% 7

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
1 125 (9.05%) Apache Airflow
2 93 (6.73%) Apache Spark
3 61 (4.42%) Apache
4 35 (2.53%) SharePoint
5 22 (1.59%) Microsoft Exchange
6 9 (0.65%) Confluence
6 9 (0.65%) Palantir Foundry
7 5 (0.36%) SAS
8 3 (0.22%) CMS
8 3 (0.22%) Oracle Application Server
9 2 (0.14%) Jupyter
10 1 (0.072%) ArcGIS
Applications
1 56 (4.06%) Microsoft Excel
2 14 (1.01%) MS Visio
3 13 (0.94%) Microsoft Office
4 9 (0.65%) Microsoft PowerPoint
5 6 (0.43%) Spreadsheet
6 3 (0.22%) Microsoft Project
7 2 (0.14%) Chatbot
Business Applications
1 49 (3.55%) SAP S/4HANA
2 24 (1.74%) SAP MDG
3 15 (1.09%) SAP PM
4 14 (1.01%) Dynamics CRM
5 8 (0.58%) Salesforce CRM
5 8 (0.58%) SAP ERP
6 7 (0.51%) Oracle ERP
6 7 (0.51%) SAP MDG-BP
7 4 (0.29%) SAP MDG-F
7 4 (0.29%) SAP PP
8 3 (0.22%) FLEXCUBE
8 3 (0.22%) iTrent
8 3 (0.22%) Misys Opics
8 3 (0.22%) NetSuite
8 3 (0.22%) Oracle EBS
8 3 (0.22%) SAP IBP
8 3 (0.22%) Workday HCM
9 2 (0.14%) SAP EWM
9 2 (0.14%) SAP MM
9 2 (0.14%) SAP Travel Management
Cloud Services
1 470 (34.03%) Azure
2 301 (21.80%) AWS
3 290 (21.00%) Power Platform
4 187 (13.54%) GCP
5 166 (12.02%) Snowflake
6 147 (10.64%) Azure Synapse Analytics
7 100 (7.24%) Microsoft Purview
8 83 (6.01%) Azure Data Factory
9 76 (5.50%) dbt
9 76 (5.50%) Microsoft 365
10 68 (4.92%) Azure AI
10 68 (4.92%) Azure Machine Learning
11 66 (4.78%) Amazon S3
12 51 (3.69%) Azure DevOps
13 50 (3.62%) SaaS
14 38 (2.75%) Serverless
15 29 (2.10%) OpenShift
16 28 (2.03%) Azure Logic Apps
17 21 (1.52%) Dynamics 365
17 21 (1.52%) Entra ID
Communications & Networking
1 12 (0.87%) Broadband
1 12 (0.87%) Firewall
2 10 (0.72%) CHAP
3 9 (0.65%) DHCP
3 9 (0.65%) DNS
4 5 (0.36%) 5G
4 5 (0.36%) Network Security
4 5 (0.36%) SMS
4 5 (0.36%) WAN
5 4 (0.29%) NGN
6 3 (0.22%) VPN
6 3 (0.22%) Wi-Fi
7 2 (0.14%) 4G
7 2 (0.14%) Cisco IPT
7 2 (0.14%) Tactical Data Link
8 1 (0.072%) HTTP
8 1 (0.072%) LAN
Database & Business Intelligence
1 252 (18.25%) Power BI
2 194 (14.05%) Data Warehouse
3 184 (13.32%) Metadata
4 165 (11.95%) Data Lake
4 165 (11.95%) Tableau
5 74 (5.36%) SQL Server
6 69 (5.00%) BigQuery
7 60 (4.34%) Amazon Redshift
8 53 (3.84%) Relational Database
9 48 (3.48%) NoSQL
10 44 (3.19%) Spark SQL
11 38 (2.75%) Azure SQL Database
12 37 (2.68%) Delta Lake
13 34 (2.46%) Looker
14 31 (2.24%) Elasticsearch
15 28 (2.03%) Oracle Database
16 27 (1.96%) Snowflake Schema
17 25 (1.81%) Apache Hive
17 25 (1.81%) Parquet
17 25 (1.81%) PostgreSQL
Development Applications
1 67 (4.85%) Git
2 31 (2.24%) MLflow
3 25 (1.81%) IBM UrbanCode
4 24 (1.74%) JIRA
5 15 (1.09%) ERwin
6 7 (0.51%) Jenkins
7 5 (0.36%) Toad
8 3 (0.22%) 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 (0.072%) Cucumber
10 1 (0.072%) JUnit
10 1 (0.072%) Oracle Forms
10 1 (0.072%) RStudio
10 1 (0.072%) Sonatype Nexus
10 1 (0.072%) Visual Studio Code
General
1 497 (35.99%) Finance
2 454 (32.87%) Social Skills
3 404 (29.25%) Analytical Skills
4 104 (7.53%) Public Sector
5 95 (6.88%) Inclusion and Diversity
6 79 (5.72%) Law
7 78 (5.65%) Legal
8 72 (5.21%) Banking
9 64 (4.63%) Influencing Skills
10 59 (4.27%) Retail
11 58 (4.20%) Manufacturing
12 44 (3.19%) Financial Institution
13 42 (3.04%) Marketing
14 37 (2.68%) Telecoms
15 31 (2.24%) Investment Banking
16 30 (2.17%) Military
17 27 (1.96%) Back Office
18 20 (1.45%) Advertising
18 20 (1.45%) Organisational Skills
19 19 (1.38%) Documentation Skills
Job Titles
1 293 (21.22%) Architect
2 239 (17.31%) Data Architect
3 228 (16.51%) Senior
4 198 (14.34%) Analyst
5 183 (13.25%) Data Engineer
6 156 (11.30%) Data Manager
7 152 (11.01%) Lead
8 78 (5.65%) Data Analyst
9 69 (5.00%) Governance Manager
10 68 (4.92%) Data Governance Analyst
10 68 (4.92%) Data Governance Manager
11 64 (4.63%) Consultant
12 52 (3.77%) Senior Manager
13 49 (3.55%) Senior Architect
14 43 (3.11%) Senior Data Engineer
15 42 (3.04%) Azure Architect
16 40 (2.90%) Data Consultant
17 39 (2.82%) Business Analyst
17 39 (2.82%) Senior Data Architect
18 36 (2.61%) Engineering Manager
Libraries, Frameworks & Software Standards
1 79 (5.72%) PySpark
2 73 (5.29%) Kafka
3 34 (2.46%) PyTorch
4 33 (2.39%) TensorFlow
5 32 (2.32%) LangChain
6 25 (1.81%) Middleware
7 24 (1.74%) scikit-learn
8 23 (1.67%) LlamaIndex
8 23 (1.67%) pgvector
9 22 (1.59%) REST
10 21 (1.52%) JSON
11 16 (1.16%) XML
12 14 (1.01%) Pandas
13 13 (0.94%) CSS
14 10 (0.72%) ARM Templates
14 10 (0.72%) EDI
14 10 (0.72%) HTML
15 9 (0.65%) Oracle Fusion
16 8 (0.58%) FIX Protocol
17 7 (0.51%) XML Schema
Miscellaneous
1 106 (7.68%) Cloud Native
2 83 (6.01%) Management Information System
3 78 (5.65%) Data Structures
4 75 (5.43%) Product Ownership
5 37 (2.68%) Public Cloud
6 35 (2.53%) Analytical Mindset
7 30 (2.17%) Onboarding
8 29 (2.10%) Distributed Systems
9 28 (2.03%) Legacy Systems
10 26 (1.88%) Clustering
11 25 (1.81%) Low-Code
11 25 (1.81%) Self-Motivation
12 23 (1.67%) Reference Data
13 22 (1.59%) Greenfield Project
14 18 (1.30%) NHS
15 17 (1.23%) AI Agents
15 17 (1.23%) Reinsurance
16 15 (1.09%) Security Posture
17 14 (1.01%) Blockchain
17 14 (1.01%) Life Science
Operating Systems
1 17 (1.23%) Windows
2 9 (0.65%) Windows Server
3 6 (0.43%) Linux
3 6 (0.43%) Unix
4 3 (0.22%) AIX
5 1 (0.072%) Android
5 1 (0.072%) Apple iOS
5 1 (0.072%) Mac OS
Processes & Methodologies
1 552 (39.97%) Analytics
2 515 (37.29%) Data Modelling
3 430 (31.14%) AI
4 403 (29.18%) Data Engineering
5 371 (26.86%) Data Architecture
6 350 (25.34%) Business Intelligence
7 329 (23.82%) Agile
8 306 (22.16%) Roadmaps
9 295 (21.36%) ETL
10 282 (20.42%) Data Pipeline
10 282 (20.42%) Decision-Making
11 264 (19.12%) Problem-Solving
12 238 (17.23%) Data Strategy
13 236 (17.09%) Machine Learning
14 233 (16.87%) Data Management
15 216 (15.64%) CI/CD
16 208 (15.06%) Continuous Improvement
17 204 (14.77%) Stakeholder Management
18 191 (13.83%) Stakeholder Engagement
19 177 (12.82%) Migration
Programming Languages
1 524 (37.94%) SQL
2 349 (25.27%) Python
3 31 (2.24%) Data Analysis Expressions
4 29 (2.10%) Java
5 24 (1.74%) Scala
6 21 (1.52%) JavaScript
7 17 (1.23%) R
8 14 (1.01%) C#
9 12 (0.87%) PowerShell
10 11 (0.80%) PL/SQL
11 9 (0.65%) Bash
12 8 (0.58%) T-SQL
13 6 (0.43%) C++
14 5 (0.36%) ABAP
15 4 (0.29%) Groovy
16 3 (0.22%) Bicep
16 3 (0.22%) Go
16 3 (0.22%) Shell Script
16 3 (0.22%) TypeScript
17 1 (0.072%) Google Apps Script
Qualifications
1 154 (11.15%) Degree
2 97 (7.02%) Security Cleared
3 66 (4.78%) SC Cleared
4 35 (2.53%) Azure Certification
4 35 (2.53%) Computer Science Degree
5 22 (1.59%) DBS Check
6 21 (1.52%) AWS Certification
7 20 (1.45%) Master's Degree
8 19 (1.38%) DV Cleared
8 19 (1.38%) Microsoft Certification
9 18 (1.30%) CISA
10 17 (1.23%) CISSP
11 15 (1.09%) ACCA
11 15 (1.09%) CIMA
11 15 (1.09%) CISM
12 13 (0.94%) TOGAF Certification
13 12 (0.87%) SANS
14 11 (0.80%) BPSS Clearance
14 11 (0.80%) CITP
14 11 (0.80%) FFIEC
Quality Assurance & Compliance
1 511 (37.00%) Data Quality
2 244 (17.67%) GDPR
3 53 (3.84%) California Consumer Privacy Act
4 49 (3.55%) Accessibility
5 37 (2.68%) QA
6 26 (1.88%) NIST
7 25 (1.81%) ISO/IEC 27001
8 20 (1.45%) PERC
9 17 (1.23%) PMO
10 15 (1.09%) HIPAA
11 14 (1.01%) GRC
12 13 (0.94%) COBIT
13 9 (0.65%) Solvency II
14 8 (0.58%) Actionable Recommendations
14 8 (0.58%) Cyber Essentials
15 7 (0.51%) ISO 19650
15 7 (0.51%) SLA
15 7 (0.51%) SOC 2
16 5 (0.36%) Cyber Essentials PLUS
16 5 (0.36%) TickIT
System Software
1 56 (4.06%) Virtual Machines
2 36 (2.61%) Docker
3 19 (1.38%) Active Directory
4 10 (0.72%) VMware Infrastructure
5 2 (0.14%) IAG
5 2 (0.14%) Virtual Desktop
6 1 (0.072%) Apache Flume
6 1 (0.072%) BitLocker
6 1 (0.072%) Hyper-V
Systems Management
1 60 (4.34%) Terraform
2 32 (2.32%) Kubernetes
3 8 (0.58%) Grafana
4 7 (0.51%) Prometheus
5 5 (0.36%) Ansible
6 4 (0.29%) Microsoft Intune
7 3 (0.22%) Control-M
7 3 (0.22%) Single Sign-On
8 2 (0.14%) Thomson Reuters DACS
9 1 (0.072%) AirWatch
9 1 (0.072%) CASB
9 1 (0.072%) Computer Emergency Response Teams
9 1 (0.072%) Jamf Pro
9 1 (0.072%) NetBackup
9 1 (0.072%) RSA Archer
Vendors
1 286 (20.71%) Databricks
1 286 (20.71%) Microsoft
2 118 (8.54%) SAP
3 76 (5.50%) Salesforce
4 68 (4.92%) Oracle
5 65 (4.71%) Google
6 34 (2.46%) Informatica
7 27 (1.96%) Dell
8 25 (1.81%) Red Hat
9 24 (1.74%) Cloudera
10 16 (1.16%) Sage
11 15 (1.09%) Talend
12 14 (1.01%) Palantir
12 14 (1.01%) Salesforce Marketing Cloud
13 13 (0.94%) OpenAI
14 12 (0.87%) ServiceNow
15 11 (0.80%) VMware
16 9 (0.65%) Foundry
16 9 (0.65%) Workday
17 8 (0.58%) Concur