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

6 months to
1 Jul 2026
Same period 2025 Same period 2024
Rank 132 184 227
Rank change year-on-year +52 +43 -7
Permanent jobs citing Data Governance 1,397 850 1,300
As % of all permanent jobs in the UK 1.45% 1.82% 1.23%
As % of the Processes & Methodologies category 1.97% 1.99% 1.50%
Number of salaries quoted 962 500 805
10th Percentile £43,522 £46,250 £41,250
25th Percentile £56,250 £57,000 £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% +5.69%

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 70,838 42,616 86,708
As % of all permanent jobs advertised in the UK 73.43% 91.47% 82.17%
Number of salaries quoted 48,971 23,341 61,278
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 £53,171 £50,000 £50,000
% change year-on-year +6.34% - -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 1 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 1 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 +53 1,295 £72,500 -9.38% 660
UK excluding London +43 695 £67,500 +12.50% 457
London +27 600 £82,500 -16.88% 332
Work from Home +70 423 £75,000 - 278
North of England +107 247 £63,076 +3.84% 103
Midlands +38 157 £65,000 +18.18% 78
South East -47 155 £75,000 +16.28% 125
North West +80 126 £55,000 -2.22% 61
West Midlands +26 116 £67,000 +14.11% 41
Yorkshire +23 89 £70,932 +10.83% 30
East of England +16 54 £71,000 +24.56% 35
South West -49 41 £70,752 +18.91% 45
East Midlands +3 40 £57,500 +36.90% 37
North East -21 32 £69,216 +44.20% 12
Scotland +35 30 £85,000 +58.97% 36
Wales -45 6 £63,500 +0.65% 28
Northern Ireland -26 5 £45,000 - 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
1 125 (8.95%) Apache Airflow
2 96 (6.87%) Apache Spark
3 63 (4.51%) Apache
4 35 (2.51%) SharePoint
5 20 (1.43%) 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 (0.072%) ArcGIS
Applications
1 62 (4.44%) Microsoft Excel
2 14 (1.00%) Microsoft Office
2 14 (1.00%) MS Visio
3 10 (0.72%) Microsoft PowerPoint
4 6 (0.43%) Spreadsheet
5 3 (0.21%) Microsoft Project
6 2 (0.14%) Chatbot
Business Applications
1 47 (3.36%) SAP S/4HANA
2 26 (1.86%) SAP MDG
3 19 (1.36%) 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 (0.29%) 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%) SAP PP
9 3 (0.21%) Workday HCM
10 2 (0.14%) Distributed Ledger
10 2 (0.14%) SAP EWM
10 2 (0.14%) SAP MM
Cloud Services
1 478 (34.22%) Azure
2 303 (21.69%) Power Platform
3 302 (21.62%) AWS
4 196 (14.03%) GCP
5 171 (12.24%) Snowflake
6 149 (10.67%) Azure Synapse Analytics
7 104 (7.44%) Microsoft Purview
8 87 (6.23%) Azure Data Factory
9 80 (5.73%) dbt
10 75 (5.37%) Microsoft 365
11 68 (4.87%) Azure AI
12 67 (4.80%) Azure Machine Learning
13 66 (4.72%) Amazon S3
14 54 (3.87%) SaaS
15 51 (3.65%) Azure DevOps
16 40 (2.86%) Serverless
17 29 (2.08%) OpenShift
18 27 (1.93%) Azure Logic Apps
19 25 (1.79%) Dynamics 365
20 22 (1.57%) Entra ID
Communications & Networking
1 12 (0.86%) Broadband
1 12 (0.86%) 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 (0.29%) 5G
5 4 (0.29%) 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 (0.072%) HTTP
8 1 (0.072%) LAN
Database & Business Intelligence
1 267 (19.11%) Power BI
2 200 (14.32%) Data Warehouse
3 180 (12.88%) Metadata
4 175 (12.53%) Data Lake
5 171 (12.24%) Tableau
6 75 (5.37%) SQL Server
7 70 (5.01%) BigQuery
8 61 (4.37%) Amazon Redshift
9 52 (3.72%) Relational Database
10 44 (3.15%) Spark SQL
11 40 (2.86%) Azure SQL Database
12 38 (2.72%) Delta Lake
13 37 (2.65%) NoSQL
14 34 (2.43%) Looker
15 31 (2.22%) Elasticsearch
16 28 (2.00%) Oracle Database
16 28 (2.00%) Snowflake Schema
17 27 (1.93%) Parquet
18 26 (1.86%) PostgreSQL
18 26 (1.86%) Semantic Layer
Development Applications
1 70 (5.01%) Git
2 30 (2.15%) 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 (0.072%) 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
1 506 (36.22%) Finance
2 461 (33.00%) Social Skills
3 402 (28.78%) Analytical Skills
4 105 (7.52%) Public Sector
5 97 (6.94%) Inclusion and Diversity
6 79 (5.65%) Law
7 77 (5.51%) Legal
8 70 (5.01%) Banking
9 67 (4.80%) Influencing Skills
10 59 (4.22%) Manufacturing
10 59 (4.22%) Retail
11 41 (2.93%) Financial Institution
12 40 (2.86%) Marketing
13 38 (2.72%) Telecoms
14 30 (2.15%) Investment Banking
14 30 (2.15%) Military
15 25 (1.79%) Back Office
16 21 (1.50%) Advertising
16 21 (1.50%) Organisational Skills
17 19 (1.36%) Documentation Skills
Job Titles
1 290 (20.76%) Architect
2 240 (17.18%) Data Architect
3 239 (17.11%) Senior
4 197 (14.10%) Analyst
5 191 (13.67%) Data Engineer
6 159 (11.38%) Data Manager
7 151 (10.81%) Lead
8 72 (5.15%) Data Analyst
9 71 (5.08%) Governance Manager
10 69 (4.94%) Data Governance Analyst
10 69 (4.94%) Data Governance Manager
11 64 (4.58%) Consultant
12 55 (3.94%) Senior Architect
13 54 (3.87%) Senior Manager
14 48 (3.44%) Senior Data Engineer
15 45 (3.22%) Senior Data Architect
16 40 (2.86%) Azure Architect
16 40 (2.86%) Data Consultant
17 39 (2.79%) Business Analyst
18 36 (2.58%) Engineering Manager
Libraries, Frameworks & Software Standards
1 82 (5.87%) PySpark
2 74 (5.30%) Kafka
3 35 (2.51%) PyTorch
4 34 (2.43%) TensorFlow
5 32 (2.29%) LangChain
6 25 (1.79%) Middleware
7 24 (1.72%) scikit-learn
8 23 (1.65%) JSON
8 23 (1.65%) LlamaIndex
8 23 (1.65%) pgvector
8 23 (1.65%) REST
9 16 (1.15%) XML
10 14 (1.00%) Pandas
11 13 (0.93%) CSS
12 10 (0.72%) ARM Templates
12 10 (0.72%) HTML
13 9 (0.64%) EDI
13 9 (0.64%) Oracle Fusion
14 8 (0.57%) FIX Protocol
15 7 (0.50%) XML Schema
Miscellaneous
1 112 (8.02%) Cloud Native
2 80 (5.73%) Management Information System
3 76 (5.44%) Product Ownership
4 69 (4.94%) Data Structures
5 37 (2.65%) Public Cloud
6 34 (2.43%) Analytical Mindset
7 33 (2.36%) Onboarding
8 30 (2.15%) Distributed Systems
9 29 (2.08%) Legacy Systems
10 26 (1.86%) Clustering
11 25 (1.79%) Self-Motivation
12 23 (1.65%) Reference Data
13 21 (1.50%) Greenfield Project
13 21 (1.50%) Low-Code
13 21 (1.50%) NHS
14 17 (1.22%) AI Agents
15 16 (1.15%) Security Posture
16 15 (1.07%) Reinsurance
17 14 (1.00%) e-Learning
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 (0.072%) Android
5 1 (0.072%) Apple iOS
5 1 (0.072%) Mac OS
Processes & Methodologies
1 566 (40.52%) Analytics
2 526 (37.65%) Data Modelling
3 449 (32.14%) AI
4 416 (29.78%) Data Engineering
5 375 (26.84%) Data Architecture
6 365 (26.13%) Business Intelligence
7 330 (23.62%) Agile
8 322 (23.05%) Roadmaps
9 310 (22.19%) Decision-Making
10 301 (21.55%) ETL
11 293 (20.97%) Data Pipeline
12 267 (19.11%) Problem-Solving
13 242 (17.32%) Data Strategy
13 242 (17.32%) Machine Learning
14 236 (16.89%) Data Management
15 225 (16.11%) CI/CD
16 213 (15.25%) Continuous Improvement
17 205 (14.67%) Stakeholder Management
18 197 (14.10%) Stakeholder Engagement
19 180 (12.88%) Migration
Programming Languages
1 538 (38.51%) SQL
2 359 (25.70%) Python
3 32 (2.29%) Data Analysis Expressions
4 31 (2.22%) Java
5 23 (1.65%) Scala
6 20 (1.43%) JavaScript
7 17 (1.22%) R
8 14 (1.00%) C#
9 13 (0.93%) PowerShell
10 10 (0.72%) 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
16 2 (0.14%) SPARQL
Qualifications
1 151 (10.81%) Degree
2 91 (6.51%) Security Cleared
3 58 (4.15%) SC Cleared
4 34 (2.43%) Computer Science Degree
5 33 (2.36%) Azure Certification
6 24 (1.72%) DBS Check
7 19 (1.36%) ACCA
7 19 (1.36%) CIMA
7 19 (1.36%) DV Cleared
8 18 (1.29%) Microsoft Certification
9 17 (1.22%) AWS Certification
9 17 (1.22%) CISA
10 16 (1.15%) CISSP
11 15 (1.07%) Master's Degree
12 14 (1.00%) CISM
13 13 (0.93%) TOGAF Certification
14 12 (0.86%) BPSS Clearance
15 11 (0.79%) SANS
16 10 (0.72%) CGEIT
16 10 (0.72%) CITP
Quality Assurance & Compliance
1 522 (37.37%) Data Quality
2 245 (17.54%) GDPR
3 52 (3.72%) California Consumer Privacy Act
4 47 (3.36%) Accessibility
5 38 (2.72%) QA
6 25 (1.79%) ISO/IEC 27001
6 25 (1.79%) NIST
7 20 (1.43%) PERC
8 17 (1.22%) PMO
9 15 (1.07%) HIPAA
10 14 (1.00%) GRC
11 12 (0.86%) 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 (0.36%) Cyber Essentials PLUS
16 5 (0.36%) TickIT
System Software
1 56 (4.01%) Virtual Machines
2 38 (2.72%) Docker
3 19 (1.36%) 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 64 (4.58%) 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 (0.072%) CASB
8 1 (0.072%) Computer Emergency Response Teams
8 1 (0.072%) Jamf Pro
8 1 (0.072%) NetBackup
8 1 (0.072%) RSA Archer
Vendors
1 296 (21.19%) Microsoft
2 294 (21.05%) Databricks
3 117 (8.38%) SAP
4 75 (5.37%) Salesforce
5 70 (5.01%) Google
5 70 (5.01%) Oracle
6 35 (2.51%) Informatica
7 27 (1.93%) Dell
8 25 (1.79%) Red Hat
9 24 (1.72%) Cloudera
10 19 (1.36%) Sage
11 16 (1.15%) Talend
12 14 (1.00%) Palantir
12 14 (1.00%) Salesforce Marketing Cloud
13 13 (0.93%) OpenAI
13 13 (0.93%) ServiceNow
14 10 (0.72%) Foundry
14 10 (0.72%) VMware
15 8 (0.57%) Ariba
15 8 (0.57%) Workday