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

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 130 186 224
Rank change year-on-year +56 +38 -1
Permanent jobs citing Data Governance 1,406 859 1,304
As % of all permanent jobs in the UK 1.45% 1.80% 1.24%
As % of the Processes & Methodologies category 1.97% 1.98% 1.51%
Number of salaries quoted 957 508 810
10th Percentile £43,649 £46,250 £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 £88,000
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 71,201 43,352 86,215
As % of all permanent jobs advertised in the UK 73.63% 91.03% 82.05%
Number of salaries quoted 49,187 23,974 60,816
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 £53,738 £50,000 £50,000
% change year-on-year +7.48% - -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 4 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 4 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 +55 1,291 £72,500 -9.38% 651
UK excluding London +50 704 £67,500 +12.50% 437
London +28 599 £82,500 -16.24% 326
Work from Home +77 434 £75,000 - 289
North of England +107 246 £63,076 +1.13% 102
Midlands +45 156 £65,000 +18.18% 79
South East -52 155 £72,500 +12.40% 133
North West +67 125 £55,000 - 62
West Midlands +27 115 £67,000 +14.11% 42
Yorkshire +30 89 £70,932 +7.88% 30
East of England +12 53 £71,000 +24.56% 33
South West -59 41 £70,752 +17.92% 39
East Midlands +9 40 £57,500 +36.90% 37
North East -13 32 £69,216 +44.20% 10
Scotland +30 29 £85,000 +58.97% 31
Northern Ireland -33 16 £45,000 - 13
Wales -40 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
1 122 (8.68%) Apache Airflow
2 97 (6.90%) Apache Spark
3 63 (4.48%) 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 (4.48%) 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 46 (3.27%) SAP S/4HANA
2 26 (1.85%) SAP MDG
3 21 (1.49%) 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%) SAP MDG-F
8 4 (0.28%) NetSuite
8 4 (0.28%) Salesforce CRM
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%) Distributed Ledger
10 2 (0.14%) SAP EWM
10 2 (0.14%) SAP MM
10 2 (0.14%) SAP PP
Cloud Services
1 475 (33.78%) Azure
2 307 (21.83%) Power Platform
3 298 (21.19%) AWS
4 193 (13.73%) GCP
5 170 (12.09%) Snowflake
6 149 (10.60%) Azure Synapse Analytics
7 106 (7.54%) Microsoft Purview
8 89 (6.33%) Azure Data Factory
9 81 (5.76%) dbt
10 76 (5.41%) Microsoft 365
11 67 (4.77%) Azure AI
12 66 (4.69%) Azure Machine Learning
13 64 (4.55%) Amazon S3
14 53 (3.77%) SaaS
15 50 (3.56%) Azure DevOps
16 39 (2.77%) Serverless
17 29 (2.06%) OpenShift
18 27 (1.92%) Azure Logic Apps
18 27 (1.92%) Dynamics 365
19 23 (1.64%) 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
1 271 (19.27%) Power BI
2 202 (14.37%) Data Warehouse
3 180 (12.80%) Metadata
4 178 (12.66%) Data Lake
5 171 (12.16%) Tableau
6 74 (5.26%) SQL Server
7 69 (4.91%) BigQuery
8 60 (4.27%) Amazon Redshift
9 52 (3.70%) Relational Database
10 44 (3.13%) Spark SQL
11 39 (2.77%) Azure SQL Database
11 39 (2.77%) Delta Lake
12 36 (2.56%) NoSQL
13 34 (2.42%) 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 25 (1.78%) Impala
Development Applications
1 68 (4.84%) Git
2 29 (2.06%) 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
1 508 (36.13%) Finance
2 460 (32.72%) Social Skills
3 401 (28.52%) Analytical Skills
4 104 (7.40%) Public Sector
5 96 (6.83%) Inclusion and Diversity
6 90 (6.40%) Law
6 90 (6.40%) Legal
7 69 (4.91%) Banking
8 66 (4.69%) Influencing Skills
9 59 (4.20%) Retail
10 58 (4.13%) Manufacturing
11 41 (2.92%) Financial Institution
12 39 (2.77%) Marketing
13 38 (2.70%) Telecoms
14 30 (2.13%) Military
15 29 (2.06%) Investment Banking
16 25 (1.78%) Back Office
17 21 (1.49%) Advertising
17 21 (1.49%) Legal Technology
17 21 (1.49%) Organisational Skills
Job Titles
1 289 (20.55%) Architect
2 254 (18.07%) Senior
3 240 (17.07%) Data Architect
4 197 (14.01%) Analyst
5 192 (13.66%) Data Engineer
6 159 (11.31%) Data Manager
7 151 (10.74%) Lead
8 72 (5.12%) Governance Manager
9 71 (5.05%) Data Analyst
10 70 (4.98%) Data Governance Analyst
10 70 (4.98%) Data Governance Manager
11 63 (4.48%) Consultant
12 55 (3.91%) Senior Architect
12 55 (3.91%) Senior Manager
13 50 (3.56%) Senior Data Engineer
14 45 (3.20%) Senior Data Architect
15 42 (2.99%) 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 (5.83%) PySpark
2 73 (5.19%) Kafka
3 36 (2.56%) PyTorch
4 35 (2.49%) TensorFlow
5 31 (2.20%) LangChain
6 25 (1.78%) Middleware
7 24 (1.71%) scikit-learn
8 23 (1.64%) JSON
8 23 (1.64%) LlamaIndex
8 23 (1.64%) pgvector
9 22 (1.56%) REST
10 16 (1.14%) XML
11 14 (1.00%) Pandas
12 13 (0.92%) .NET
12 13 (0.92%) CSS
13 10 (0.71%) ARM Templates
13 10 (0.71%) HTML
14 9 (0.64%) Oracle Fusion
15 8 (0.57%) EDI
15 8 (0.57%) FIX Protocol
Miscellaneous
1 112 (7.97%) Cloud Native
2 81 (5.76%) Management Information System
3 77 (5.48%) Product Ownership
4 69 (4.91%) Data Structures
5 37 (2.63%) Public Cloud
6 33 (2.35%) Analytical Mindset
6 33 (2.35%) Onboarding
7 29 (2.06%) Distributed Systems
7 29 (2.06%) Legacy Systems
8 26 (1.85%) Clustering
9 24 (1.71%) Self-Motivation
10 23 (1.64%) Greenfield Project
10 23 (1.64%) Reference Data
11 22 (1.56%) NHS
12 21 (1.49%) Low-Code
13 16 (1.14%) AI Agents
13 16 (1.14%) Security Posture
14 15 (1.07%) Reinsurance
15 14 (1.00%) e-Learning
15 14 (1.00%) Social Media
Operating Systems
1 17 (1.21%) Windows
2 9 (0.64%) Windows Server
3 4 (0.28%) Linux
3 4 (0.28%) 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
1 568 (40.40%) Analytics
2 526 (37.41%) Data Modelling
3 452 (32.15%) AI
4 416 (29.59%) Data Engineering
5 373 (26.53%) Data Architecture
6 369 (26.24%) Business Intelligence
7 342 (24.32%) Agile
8 324 (23.04%) Roadmaps
9 314 (22.33%) Decision-Making
10 301 (21.41%) ETL
11 292 (20.77%) Data Pipeline
12 279 (19.84%) Problem-Solving
13 245 (17.43%) Data Strategy
14 244 (17.35%) Machine Learning
15 237 (16.86%) CI/CD
16 235 (16.71%) Data Management
17 223 (15.86%) Continuous Improvement
18 204 (14.51%) Stakeholder Management
19 200 (14.22%) Stakeholder Engagement
20 180 (12.80%) Migration
Programming Languages
1 537 (38.19%) SQL
2 359 (25.53%) Python
3 32 (2.28%) 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%) SPARQL
18 1 (0.071%) Shell Script
Qualifications
1 151 (10.74%) Degree
2 88 (6.26%) Security Cleared
3 55 (3.91%) SC Cleared
4 34 (2.42%) Computer Science Degree
5 32 (2.28%) Azure Certification
6 24 (1.71%) 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 (1.00%) CISM
12 14 (1.00%) 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 (37.20%) Data Quality
2 245 (17.43%) GDPR
3 52 (3.70%) California Consumer Privacy Act
4 50 (3.56%) QA
5 49 (3.49%) Accessibility
6 25 (1.78%) NIST
7 24 (1.71%) ISO/IEC 27001
8 20 (1.42%) PERC
9 17 (1.21%) PMO
10 15 (1.07%) HIPAA
11 14 (1.00%) GRC
12 12 (0.85%) COBIT
13 9 (0.64%) Solvency II
14 8 (0.57%) Cyber Essentials
15 7 (0.50%) ISO 19650
15 7 (0.50%) SOC 2
16 6 (0.43%) Actionable Recommendations
17 5 (0.36%) Cyber Essentials PLUS
17 5 (0.36%) SLA
17 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 (4.48%) Terraform
2 32 (2.28%) Kubernetes
3 9 (0.64%) 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%) Thomson Reuters DACS
8 1 (0.071%) CASB
8 1 (0.071%) Computer Emergency Response Teams
8 1 (0.071%) Control-M
8 1 (0.071%) Jamf Pro
8 1 (0.071%) NetBackup
8 1 (0.071%) RSA Archer
Vendors
1 304 (21.62%) Microsoft
2 292 (20.77%) Databricks
3 116 (8.25%) SAP
4 73 (5.19%) Salesforce
5 70 (4.98%) Google
6 69 (4.91%) Oracle
7 35 (2.49%) Informatica
8 27 (1.92%) Dell
9 25 (1.78%) Red Hat
10 24 (1.71%) Cloudera
11 19 (1.35%) Sage
12 16 (1.14%) Talend
13 14 (1.00%) Palantir
13 14 (1.00%) Salesforce Marketing Cloud
14 13 (0.92%) ServiceNow
15 12 (0.85%) OpenAI
16 10 (0.71%) Foundry
16 10 (0.71%) VMware
17 8 (0.57%) Ariba
17 8 (0.57%) Workday