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

6 months to
17 Jul 2026
Same period 2025 Same period 2024
Rank 131 187 222
Rank change year-on-year +56 +35 +13
Permanent jobs citing Data Governance 1,448 853 1,246
As % of all permanent jobs in the UK 1.46% 1.74% 1.27%
As % of the Processes & Methodologies category 1.99% 1.93% 1.55%
Number of salaries quoted 961 486 781
10th Percentile £42,500 £45,750 £39,000
25th Percentile £55,500 £56,250 £52,500
Median annual salary (50th Percentile) £70,932 £75,000 £70,000
Median % change year-on-year -5.42% +7.14% +3.70%
75th Percentile £90,000 £100,938 £87,500
90th Percentile £111,250 £126,875 £107,500
UK excluding London median annual salary £67,500 £60,000 £65,000
% change year-on-year +12.50% -7.69% +4.42%

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 72,896 44,261 80,626
As % of all permanent jobs advertised in the UK 73.68% 90.09% 82.12%
Number of salaries quoted 50,426 24,863 55,989
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,000 £55,000
Median % change year-on-year +5.26% +3.64% -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 17 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 17 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 +59 1,293 £71,000 -5.65% 510
UK excluding London +52 739 £67,500 +12.50% 368
London +31 608 £82,500 -13.16% 219
Work from Home +94 439 £75,000 +7.39% 221
North of England +110 247 £62,500 +0.21% 102
Midlands +44 155 £65,000 +8.33% 60
South East -59 150 £70,000 +7.69% 112
North West +79 132 £54,000 -0.26% 47
West Midlands +35 112 £65,000 +10.70% 35
Yorkshire +13 80 £75,000 +11.11% 35
East of England +17 53 £71,000 +24.56% 26
Northern Ireland - 48 £45,000 - 11
South West -40 43 £70,000 +16.67% 40
East Midlands +17 42 £57,500 +36.90% 25
North East -23 35 £67,500 +40.63% 20
Scotland +22 28 £78,250 +49.05% 15
Wales -39 15 £65,000 +8.33% 11

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
1 116 (8.01%) Apache Airflow
2 94 (6.49%) Apache Spark
3 64 (4.42%) Apache
4 34 (2.35%) SharePoint
5 20 (1.38%) Microsoft Exchange
6 9 (0.62%) Palantir Foundry
7 8 (0.55%) Confluence
8 5 (0.35%) 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 63 (4.35%) Microsoft Excel
2 16 (1.10%) MS Visio
3 12 (0.83%) Microsoft Office
4 9 (0.62%) Microsoft PowerPoint
5 5 (0.35%) Spreadsheet
6 3 (0.21%) Microsoft Project
7 2 (0.14%) Chatbot
Business Applications
1 44 (3.04%) SAP S/4HANA
2 25 (1.73%) 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 (0.35%) 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
1 473 (32.67%) Azure
2 315 (21.75%) Power Platform
3 287 (19.82%) AWS
4 186 (12.85%) GCP
5 171 (11.81%) Snowflake
6 149 (10.29%) Azure Synapse Analytics
7 114 (7.87%) Microsoft Purview
8 93 (6.42%) Azure Data Factory
9 81 (5.59%) dbt
10 78 (5.39%) Microsoft 365
11 69 (4.77%) Azure AI
12 67 (4.63%) Azure Machine Learning
13 59 (4.07%) Amazon S3
14 57 (3.94%) SaaS
15 47 (3.25%) Azure DevOps
16 37 (2.56%) Serverless
17 32 (2.21%) Collibra
18 29 (2.00%) OpenShift
19 28 (1.93%) Dynamics 365
20 26 (1.80%) Azure Logic Apps
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%) SMS
5 5 (0.35%) Network Security
5 5 (0.35%) 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%) Wi-Fi
Database & Business Intelligence
1 285 (19.68%) Power BI
2 203 (14.02%) Data Warehouse
3 182 (12.57%) Data Lake
4 180 (12.43%) Metadata
4 180 (12.43%) Tableau
5 78 (5.39%) SQL Server
6 66 (4.56%) BigQuery
7 59 (4.07%) Amazon Redshift
8 54 (3.73%) Relational Database
9 44 (3.04%) Spark SQL
10 40 (2.76%) Azure SQL Database
11 38 (2.62%) NoSQL
12 37 (2.56%) Delta Lake
13 35 (2.42%) Looker
14 29 (2.00%) Elasticsearch
15 28 (1.93%) Oracle Database
16 27 (1.86%) Parquet
16 27 (1.86%) PostgreSQL
16 27 (1.86%) Snowflake Schema
17 25 (1.73%) Impala
Development Applications
1 69 (4.77%) Git
2 28 (1.93%) MLflow
3 26 (1.80%) JIRA
4 25 (1.73%) IBM UrbanCode
5 16 (1.10%) ERwin
6 7 (0.48%) Jenkins
7 5 (0.35%) GitLab
7 5 (0.35%) Toad
8 2 (0.14%) Jaeger
8 2 (0.14%) rollup.js
8 2 (0.14%) TestDirector
8 2 (0.14%) VSS/SourceSafe
9 1 (0.069%) Cucumber
9 1 (0.069%) ER Studio
9 1 (0.069%) JUnit
9 1 (0.069%) Oracle Forms
9 1 (0.069%) PowerDesigner
9 1 (0.069%) RStudio
9 1 (0.069%) Sonatype Nexus
9 1 (0.069%) Visual Studio Code
General
1 504 (34.81%) Finance
2 460 (31.77%) Social Skills
3 399 (27.56%) Analytical Skills
4 128 (8.84%) Legal
5 111 (7.67%) Law
6 90 (6.22%) Inclusion and Diversity
7 86 (5.94%) Public Sector
8 69 (4.77%) Influencing Skills
9 66 (4.56%) Banking
10 57 (3.94%) Manufacturing
10 57 (3.94%) Retail
11 43 (2.97%) Marketing
12 42 (2.90%) Telecoms
13 40 (2.76%) Legal Technology
14 39 (2.69%) Financial Institution
15 34 (2.35%) Military
16 29 (2.00%) Back Office
16 29 (2.00%) Investment Banking
17 23 (1.59%) Advertising
18 21 (1.45%) Organisational Skills
Job Titles
1 279 (19.27%) Architect
2 275 (18.99%) Senior
3 230 (15.88%) Data Architect
4 199 (13.74%) Data Engineer
5 195 (13.47%) Analyst
6 162 (11.19%) Data Manager
7 159 (10.98%) Lead
8 77 (5.32%) Governance Manager
9 73 (5.04%) Data Governance Analyst
9 73 (5.04%) Data Governance Manager
10 71 (4.90%) Developer
11 70 (4.83%) Consultant
11 70 (4.83%) Data Analyst
12 52 (3.59%) Senior Data Engineer
13 49 (3.38%) Senior Architect
13 49 (3.38%) Senior Developer
14 44 (3.04%) Data Consultant
14 44 (3.04%) Senior Manager
15 40 (2.76%) Senior Data Architect
16 38 (2.62%) Business Analyst
Libraries, Frameworks & Software Standards
1 78 (5.39%) PySpark
2 74 (5.11%) Kafka
3 47 (3.25%) .NET
4 37 (2.56%) PyTorch
5 36 (2.49%) TensorFlow
6 31 (2.14%) LangChain
7 26 (1.80%) REST
8 24 (1.66%) Middleware
8 24 (1.66%) scikit-learn
9 23 (1.59%) JSON
9 23 (1.59%) LlamaIndex
9 23 (1.59%) pgvector
10 16 (1.10%) XML
11 14 (0.97%) CSS
11 14 (0.97%) Pandas
12 11 (0.76%) HTML
13 10 (0.69%) ARM Templates
14 8 (0.55%) FIX Protocol
14 8 (0.55%) Oracle Fusion
15 7 (0.48%) FpML
Miscellaneous
1 110 (7.60%) Cloud Native
2 81 (5.59%) Management Information System
3 76 (5.25%) Product Ownership
4 68 (4.70%) Data Structures
5 34 (2.35%) Analytical Mindset
5 34 (2.35%) Onboarding
6 30 (2.07%) Public Cloud
7 29 (2.00%) Legacy Systems
8 26 (1.80%) Clustering
8 26 (1.80%) Distributed Systems
9 25 (1.73%) Greenfield Project
9 25 (1.73%) Reference Data
10 21 (1.45%) Self-Motivation
11 20 (1.38%) NHS
12 16 (1.10%) AI Agents
12 16 (1.10%) Data Protection Act
12 16 (1.10%) Security Posture
13 15 (1.04%) Life Science
13 15 (1.04%) Low-Code
14 14 (0.97%) e-Learning
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
1 555 (38.33%) Analytics
2 520 (35.91%) Data Modelling
3 466 (32.18%) AI
4 423 (29.21%) Data Engineering
5 378 (26.10%) Business Intelligence
6 377 (26.04%) Agile
7 361 (24.93%) Data Architecture
8 329 (22.72%) Roadmaps
9 321 (22.17%) Decision-Making
10 306 (21.13%) Problem-Solving
11 304 (20.99%) ETL
12 299 (20.65%) Data Pipeline
13 270 (18.65%) CI/CD
14 266 (18.37%) Continuous Improvement
15 249 (17.20%) Machine Learning
16 238 (16.44%) Data Strategy
17 228 (15.75%) Data Management
18 220 (15.19%) Stakeholder Management
19 194 (13.40%) Stakeholder Engagement
20 177 (12.22%) Migration
Programming Languages
1 555 (38.33%) SQL
2 372 (25.69%) Python
3 57 (3.94%) C#
4 34 (2.35%) Java
5 33 (2.28%) Data Analysis Expressions
6 21 (1.45%) Scala
7 18 (1.24%) R
8 16 (1.10%) JavaScript
9 13 (0.90%) PowerShell
10 9 (0.62%) PL/SQL
11 8 (0.55%) T-SQL
12 6 (0.41%) C++
12 6 (0.41%) Groovy
13 5 (0.35%) ABAP
13 5 (0.35%) Bash
14 4 (0.28%) Bicep
14 4 (0.28%) SPARQL
15 3 (0.21%) Go
15 3 (0.21%) SHACL
15 3 (0.21%) TypeScript
Qualifications
1 152 (10.50%) Degree
2 96 (6.63%) Security Cleared
3 63 (4.35%) SC Cleared
4 33 (2.28%) Azure Certification
4 33 (2.28%) Computer Science Degree
5 22 (1.52%) ACCA
5 22 (1.52%) CIMA
6 21 (1.45%) DBS Check
6 21 (1.45%) DV Cleared
7 20 (1.38%) Microsoft Certification
8 16 (1.10%) AWS Certification
9 15 (1.04%) Master's Degree
10 13 (0.90%) CISSP
10 13 (0.90%) TOGAF Certification
11 12 (0.83%) BPSS Clearance
12 11 (0.76%) CISM
13 10 (0.69%) CISA
14 9 (0.62%) CIPD
14 9 (0.62%) CompTIA Security+
14 9 (0.62%) SSCP
Quality Assurance & Compliance
1 523 (36.12%) Data Quality
2 250 (17.27%) GDPR
3 86 (5.94%) QA
4 52 (3.59%) California Consumer Privacy Act
5 46 (3.18%) Accessibility
6 23 (1.59%) ISO/IEC 27001
7 22 (1.52%) NIST
8 21 (1.45%) PERC
9 18 (1.24%) PMO
10 15 (1.04%) HIPAA
11 12 (0.83%) 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 (0.35%) Actionable Recommendations
15 5 (0.35%) SLA
15 5 (0.35%) TickIT
16 4 (0.28%) SNOMED CT
System Software
1 56 (3.87%) Virtual Machines
2 40 (2.76%) 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 68 (4.70%) Terraform
2 31 (2.14%) Kubernetes
3 12 (0.83%) Grafana
4 7 (0.48%) Prometheus
5 5 (0.35%) 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%) Jamf Pro
8 1 (0.069%) NetBackup
Vendors
1 311 (21.48%) Microsoft
2 291 (20.10%) Databricks
3 120 (8.29%) SAP
4 74 (5.11%) Salesforce
5 68 (4.70%) Oracle
6 62 (4.28%) Google
7 44 (3.04%) Informatica
8 27 (1.86%) Dell
9 25 (1.73%) Red Hat
10 24 (1.66%) Cloudera
11 20 (1.38%) Sage
12 16 (1.10%) ServiceNow
12 16 (1.10%) Talend
13 15 (1.04%) Salesforce Marketing Cloud
14 14 (0.97%) OpenAI
14 14 (0.97%) Palantir
15 11 (0.76%) Foundry
16 10 (0.69%) VMware
17 9 (0.62%) Workday
18 8 (0.55%) Concur