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

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 132 183 227
Rank change year-on-year +51 +44 +12
Permanent jobs citing Data Governance 1,452 860 1,281
As % of all permanent jobs in the UK 1.47% 1.75% 1.27%
As % of the Processes & Methodologies category 1.99% 1.94% 1.54%
Number of salaries quoted 964 492 809
10th Percentile £42,560 £45,750 £38,750
25th Percentile £56,250 £56,250 £52,500
Median annual salary (50th Percentile) £70,979 £75,000 £70,000
Median % change year-on-year -5.36% +7.14% +3.70%
75th Percentile £90,000 £100,000 £87,500
90th Percentile £112,500 £125,875 £107,500
UK excluding London median annual salary £67,500 £60,000 £64,800
% change year-on-year +12.50% -7.41% +4.10%

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 72,817 44,332 83,106
As % of all permanent jobs advertised in the UK 73.70% 90.20% 82.17%
Number of salaries quoted 50,259 24,803 58,175
10th Percentile £30,250 £28,750 £29,750
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.84%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 15 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 15 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 +62 1,300 £71,061 -5.25% 636
UK excluding London +51 743 £67,500 +12.50% 475
London +31 607 £82,500 -13.16% 269
Work from Home +95 451 £75,000 +7.39% 349
North of England +105 245 £62,500 +0.21% 127
Midlands +49 159 £64,038 +11.50% 75
South East -58 152 £70,000 +8.11% 141
North West +72 127 £54,500 +0.66% 56
West Midlands +29 117 £65,000 +13.17% 44
Yorkshire +16 83 £73,750 +9.26% 48
East of England +9 53 £71,000 +24.56% 41
Northern Ireland -14 48 £45,000 - 15
South West -52 45 £70,000 +18.64% 40
East Midlands +5 41 £57,500 +36.90% 31
North East -23 35 £67,500 +40.63% 23
Scotland +33 28 £85,000 +61.90% 28
Wales -44 13 £64,250 +4.39% 18

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
1 119 (8.20%) Apache Airflow
2 95 (6.54%) Apache Spark
3 64 (4.41%) Apache
4 34 (2.34%) SharePoint
5 20 (1.38%) Microsoft Exchange
6 9 (0.62%) Palantir Foundry
7 8 (0.55%) Confluence
8 5 (0.34%) SAS
9 3 (0.21%) CMS
9 3 (0.21%) Oracle Application Server
10 2 (0.14%) Jupyter
11 1 (0.069%) ArcGIS
Applications
1 62 (4.27%) Microsoft Excel
2 17 (1.17%) MS Visio
3 13 (0.90%) Microsoft Office
4 10 (0.69%) Microsoft PowerPoint
5 5 (0.34%) Spreadsheet
6 3 (0.21%) Microsoft Project
7 2 (0.14%) Chatbot
Business Applications
1 44 (3.03%) SAP S/4HANA
2 25 (1.72%) SAP MDG
3 22 (1.52%) Dynamics CRM
4 19 (1.31%) SAP PM
5 8 (0.55%) SAP ERP
6 7 (0.48%) Oracle ERP
6 7 (0.48%) SAP MDG-BP
7 5 (0.34%) 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%) Salesforce CRM
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 Travel Management
Cloud Services
1 480 (33.06%) Azure
2 315 (21.69%) Power Platform
3 293 (20.18%) AWS
4 192 (13.22%) GCP
5 172 (11.85%) Snowflake
6 151 (10.40%) Azure Synapse Analytics
7 117 (8.06%) Microsoft Purview
8 94 (6.47%) Azure Data Factory
9 81 (5.58%) dbt
10 78 (5.37%) Microsoft 365
11 69 (4.75%) Azure AI
12 67 (4.61%) Azure Machine Learning
13 60 (4.13%) Amazon S3
14 56 (3.86%) SaaS
15 48 (3.31%) Azure DevOps
16 36 (2.48%) Serverless
17 31 (2.13%) Collibra
18 29 (2.00%) OpenShift
19 28 (1.93%) Azure Logic Apps
19 28 (1.93%) Dynamics 365
Communications & Networking
1 12 (0.83%) Broadband
1 12 (0.83%) Firewall
2 9 (0.62%) DHCP
2 9 (0.62%) DNS
3 8 (0.55%) CHAP
4 6 (0.41%) Network Security
4 6 (0.41%) SMS
5 5 (0.34%) WAN
6 4 (0.28%) NGN
7 3 (0.21%) 5G
7 3 (0.21%) VPN
8 2 (0.14%) 4G
8 2 (0.14%) Cisco IPT
9 1 (0.069%) HTTP
9 1 (0.069%) LAN
9 1 (0.069%) Tactical Data Link
9 1 (0.069%) Wi-Fi
Database & Business Intelligence
1 283 (19.49%) Power BI
2 204 (14.05%) Data Warehouse
3 183 (12.60%) Metadata
4 182 (12.53%) Data Lake
5 181 (12.47%) Tableau
6 77 (5.30%) SQL Server
7 67 (4.61%) BigQuery
8 59 (4.06%) Amazon Redshift
9 53 (3.65%) Relational Database
10 44 (3.03%) Spark SQL
11 40 (2.75%) Azure SQL Database
12 38 (2.62%) NoSQL
13 37 (2.55%) Delta Lake
14 35 (2.41%) Looker
15 29 (2.00%) Elasticsearch
16 28 (1.93%) Oracle Database
17 27 (1.86%) Parquet
17 27 (1.86%) Snowflake Schema
18 26 (1.79%) Big Data
18 26 (1.79%) PostgreSQL
Development Applications
1 68 (4.68%) Git
2 28 (1.93%) MLflow
3 26 (1.79%) JIRA
4 25 (1.72%) IBM UrbanCode
5 16 (1.10%) ERwin
6 7 (0.48%) Jenkins
7 5 (0.34%) Toad
8 4 (0.28%) GitLab
9 2 (0.14%) Jaeger
9 2 (0.14%) rollup.js
9 2 (0.14%) TestDirector
9 2 (0.14%) VSS/SourceSafe
10 1 (0.069%) Cucumber
10 1 (0.069%) ER Studio
10 1 (0.069%) JUnit
10 1 (0.069%) Oracle Forms
10 1 (0.069%) PowerDesigner
10 1 (0.069%) RStudio
10 1 (0.069%) Sonatype Nexus
10 1 (0.069%) Visual Studio Code
General
1 507 (34.92%) Finance
2 464 (31.96%) Social Skills
3 404 (27.82%) Analytical Skills
4 128 (8.82%) Legal
5 110 (7.58%) Law
6 94 (6.47%) Public Sector
7 92 (6.34%) Inclusion and Diversity
8 69 (4.75%) Influencing Skills
9 67 (4.61%) Banking
10 57 (3.93%) Retail
11 56 (3.86%) Manufacturing
12 42 (2.89%) Marketing
12 42 (2.89%) Telecoms
13 40 (2.75%) Legal Technology
14 39 (2.69%) Financial Institution
15 34 (2.34%) Military
16 29 (2.00%) Back Office
16 29 (2.00%) Investment Banking
17 23 (1.58%) Advertising
18 21 (1.45%) Organisational Skills
Job Titles
1 287 (19.77%) Architect
2 275 (18.94%) Senior
3 237 (16.32%) Data Architect
4 199 (13.71%) Data Engineer
5 194 (13.36%) Analyst
6 162 (11.16%) Data Manager
7 158 (10.88%) Lead
8 75 (5.17%) Governance Manager
9 73 (5.03%) Developer
10 72 (4.96%) Data Governance Analyst
10 72 (4.96%) Data Governance Manager
11 68 (4.68%) Consultant
11 68 (4.68%) Data Analyst
12 52 (3.58%) Senior Architect
13 51 (3.51%) Senior Data Engineer
14 49 (3.37%) Senior Developer
15 46 (3.17%) Senior Manager
16 43 (2.96%) Senior Data Architect
17 42 (2.89%) Data Consultant
18 38 (2.62%) Business Analyst
Libraries, Frameworks & Software Standards
1 78 (5.37%) PySpark
2 75 (5.17%) Kafka
3 47 (3.24%) .NET
4 36 (2.48%) PyTorch
5 35 (2.41%) TensorFlow
6 31 (2.13%) LangChain
7 25 (1.72%) REST
8 24 (1.65%) Middleware
8 24 (1.65%) scikit-learn
9 23 (1.58%) JSON
9 23 (1.58%) LlamaIndex
9 23 (1.58%) pgvector
10 16 (1.10%) XML
11 14 (0.96%) CSS
11 14 (0.96%) Pandas
12 11 (0.76%) HTML
13 10 (0.69%) ARM Templates
14 9 (0.62%) Oracle Fusion
15 8 (0.55%) FIX Protocol
16 7 (0.48%) XML Schema
Miscellaneous
1 111 (7.64%) Cloud Native
2 81 (5.58%) Management Information System
3 77 (5.30%) Product Ownership
4 68 (4.68%) Data Structures
5 34 (2.34%) Onboarding
5 34 (2.34%) Public Cloud
6 33 (2.27%) Analytical Mindset
7 29 (2.00%) Legacy Systems
8 27 (1.86%) Distributed Systems
9 26 (1.79%) Clustering
10 24 (1.65%) Greenfield Project
10 24 (1.65%) Reference Data
11 23 (1.58%) Self-Motivation
12 20 (1.38%) NHS
13 18 (1.24%) Low-Code
14 16 (1.10%) AI Agents
14 16 (1.10%) Security Posture
15 15 (1.03%) Data Protection Act
16 14 (0.96%) Life Science
16 14 (0.96%) Social Media
Operating Systems
1 17 (1.17%) Windows
2 9 (0.62%) Windows Server
3 3 (0.21%) AIX
3 3 (0.21%) Linux
3 3 (0.21%) Unix
4 1 (0.069%) Android
4 1 (0.069%) Apple iOS
4 1 (0.069%) Mac OS
Processes & Methodologies
1 560 (38.57%) Analytics
2 529 (36.43%) Data Modelling
3 464 (31.96%) AI
4 422 (29.06%) Data Engineering
5 380 (26.17%) Business Intelligence
6 379 (26.10%) Agile
7 371 (25.55%) Data Architecture
8 328 (22.59%) Roadmaps
9 320 (22.04%) Decision-Making
10 312 (21.49%) Problem-Solving
11 308 (21.21%) ETL
12 299 (20.59%) Data Pipeline
13 276 (19.01%) CI/CD
14 264 (18.18%) Continuous Improvement
15 248 (17.08%) Machine Learning
16 241 (16.60%) Data Strategy
17 236 (16.25%) Data Management
18 218 (15.01%) Stakeholder Management
19 192 (13.22%) Stakeholder Engagement
20 177 (12.19%) Migration
Programming Languages
1 556 (38.29%) SQL
2 373 (25.69%) Python
3 59 (4.06%) C#
4 34 (2.34%) Data Analysis Expressions
5 33 (2.27%) Java
6 21 (1.45%) Scala
7 18 (1.24%) JavaScript
8 17 (1.17%) R
9 13 (0.90%) PowerShell
10 9 (0.62%) PL/SQL
10 9 (0.62%) T-SQL
11 6 (0.41%) Bash
11 6 (0.41%) C++
11 6 (0.41%) Groovy
12 5 (0.34%) ABAP
13 3 (0.21%) Bicep
13 3 (0.21%) Go
13 3 (0.21%) SPARQL
13 3 (0.21%) TypeScript
14 2 (0.14%) SHACL
Qualifications
1 152 (10.47%) Degree
2 94 (6.47%) Security Cleared
3 61 (4.20%) SC Cleared
4 33 (2.27%) Computer Science Degree
5 32 (2.20%) Azure Certification
6 23 (1.58%) DBS Check
7 21 (1.45%) DV Cleared
7 21 (1.45%) Microsoft Certification
8 20 (1.38%) ACCA
8 20 (1.38%) CIMA
9 16 (1.10%) AWS Certification
10 15 (1.03%) Master's Degree
11 14 (0.96%) CISSP
12 13 (0.90%) TOGAF Certification
13 12 (0.83%) BPSS Clearance
13 12 (0.83%) CISM
14 11 (0.76%) CISA
15 9 (0.62%) CIPD
15 9 (0.62%) SANS
15 9 (0.62%) SSCP
Quality Assurance & Compliance
1 527 (36.29%) Data Quality
2 251 (17.29%) GDPR
3 86 (5.92%) QA
4 52 (3.58%) California Consumer Privacy Act
5 46 (3.17%) Accessibility
6 25 (1.72%) ISO/IEC 27001
7 23 (1.58%) NIST
8 21 (1.45%) PERC
9 18 (1.24%) PMO
10 15 (1.03%) HIPAA
11 13 (0.90%) GRC
12 10 (0.69%) COBIT
13 8 (0.55%) Solvency II
14 7 (0.48%) Cyber Essentials
14 7 (0.48%) ISO 19650
14 7 (0.48%) SOC 2
15 5 (0.34%) Actionable Recommendations
15 5 (0.34%) SLA
15 5 (0.34%) TickIT
16 4 (0.28%) SNOMED CT
System Software
1 56 (3.86%) Virtual Machines
2 38 (2.62%) Docker
3 19 (1.31%) Active Directory
4 10 (0.69%) VMware Infrastructure
5 2 (0.14%) IAG
5 2 (0.14%) Virtual Desktop
6 1 (0.069%) Apache Flume
6 1 (0.069%) BitLocker
6 1 (0.069%) Hyper-V
Systems Management
1 65 (4.48%) Terraform
2 31 (2.13%) Kubernetes
3 12 (0.83%) Grafana
4 7 (0.48%) Prometheus
5 5 (0.34%) Ansible
6 3 (0.21%) Single Sign-On
7 2 (0.14%) Microsoft Intune
7 2 (0.14%) Thomson Reuters DACS
8 1 (0.069%) CASB
8 1 (0.069%) Computer Emergency Response Teams
8 1 (0.069%) Jamf Pro
8 1 (0.069%) NetBackup
8 1 (0.069%) RSA Archer
Vendors
1 314 (21.63%) Microsoft
2 292 (20.11%) Databricks
3 119 (8.20%) SAP
4 75 (5.17%) Salesforce
5 69 (4.75%) Oracle
6 67 (4.61%) Google
7 42 (2.89%) Informatica
8 27 (1.86%) Dell
9 25 (1.72%) Red Hat
10 24 (1.65%) Cloudera
11 20 (1.38%) Sage
12 16 (1.10%) ServiceNow
12 16 (1.10%) Talend
13 15 (1.03%) Salesforce Marketing Cloud
14 14 (0.96%) OpenAI
14 14 (0.96%) Palantir
15 11 (0.76%) Foundry
16 10 (0.69%) VMware
17 8 (0.55%) Ariba
17 8 (0.55%) Workday