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

6 months to
15 Aug 2026
Same period 2025 Same period 2024
Rank 133 193 205
Rank change year-on-year +60 +12 +27
Permanent jobs citing Data Governance 1,537 851 1,100
As % of all permanent jobs in the UK 1.44% 1.71% 1.32%
As % of the Processes & Methodologies category 1.96% 1.91% 1.64%
Number of salaries quoted 996 462 630
10th Percentile £43,750 £42,625 £41,250
25th Percentile £55,000 £55,000 £54,000
Median annual salary (50th Percentile) £70,782 £70,000 £70,000
Median % change year-on-year +1.12% - +3.70%
75th Percentile £90,000 £100,000 £87,348
90th Percentile £112,500 £122,325 £105,000
UK excluding London median annual salary £67,500 £59,000 £65,000
% change year-on-year +14.41% -9.23% +4.00%

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 78,311 44,508 67,246
As % of all permanent jobs advertised in the UK 73.48% 89.25% 80.98%
Number of salaries quoted 53,938 25,218 43,343
10th Percentile £30,775 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -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 15 August 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 August 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 1,365 £71,000 -2.07% 1,264
UK excluding London +46 804 £67,500 +14.41% 654
London +37 637 £82,500 -9.59% 757
Work from Home +118 488 £75,000 +10.29% 491
North of England +105 272 £60,000 - 166
Midlands +47 161 £62,500 +4.17% 83
South East -69 159 £70,000 +8.53% 176
North West +68 130 £50,000 -5.66% 104
West Midlands +36 115 £62,500 +8.29% 53
Yorkshire +29 92 £67,500 - 42
Northern Ireland -17 63 £45,000 - 31
East of England +14 54 £71,000 +30.42% 51
North East -11 50 £67,500 +40.63% 20
South West -49 49 £70,752 +23.05% 79
East Midlands +3 45 £70,000 +33.33% 30
Scotland +14 29 £85,000 +60.38% 58
Wales -40 18 £65,000 +8.33% 15

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
1 106 (6.90%) Apache Airflow
2 94 (6.12%) Apache Spark
3 64 (4.16%) Apache
4 28 (1.82%) SharePoint
5 16 (1.04%) Microsoft Exchange
6 11 (0.72%) Confluence
7 7 (0.46%) Palantir Foundry
8 4 (0.26%) SAS
9 3 (0.20%) CMS
10 2 (0.13%) ArcGIS
10 2 (0.13%) Jupyter
10 2 (0.13%) Oracle Application Server
Applications
1 63 (4.10%) Microsoft Excel
2 23 (1.50%) MS Visio
3 14 (0.91%) Microsoft Office
4 11 (0.72%) Microsoft PowerPoint
5 6 (0.39%) Spreadsheet
6 4 (0.26%) Microsoft Project
7 2 (0.13%) Chatbot
Business Applications
1 43 (2.80%) SAP S/4HANA
2 26 (1.69%) SAP MDG
3 20 (1.30%) Dynamics CRM
4 19 (1.24%) SAP PM
5 8 (0.52%) SAP ERP
6 7 (0.46%) SAP MDG-BP
7 6 (0.39%) NetSuite
7 6 (0.39%) Oracle ERP
8 5 (0.33%) SAP MDG-F
9 4 (0.26%) Workday HCM
10 3 (0.20%) FLEXCUBE
10 3 (0.20%) iTrent
10 3 (0.20%) Oracle EBS
10 3 (0.20%) SAP IBP
11 2 (0.13%) Distributed Ledger
11 2 (0.13%) Misys Opics
11 2 (0.13%) SAP EWM
11 2 (0.13%) SAP MM
11 2 (0.13%) SAP Travel Management
11 2 (0.13%) SystmOne
Cloud Services
1 485 (31.55%) Azure
2 336 (21.86%) Power Platform
3 282 (18.35%) AWS
4 191 (12.43%) GCP
5 175 (11.39%) Snowflake
6 146 (9.50%) Azure Synapse Analytics
7 115 (7.48%) Microsoft Purview
8 94 (6.12%) Azure Data Factory
9 80 (5.20%) dbt
10 71 (4.62%) Azure Machine Learning
10 71 (4.62%) Microsoft 365
11 70 (4.55%) Azure AI
12 65 (4.23%) SaaS
13 59 (3.84%) Amazon S3
14 50 (3.25%) Collibra
15 48 (3.12%) Azure DevOps
16 42 (2.73%) Serverless
17 26 (1.69%) OpenShift
18 25 (1.63%) Dynamics 365
19 21 (1.37%) AWS Lambda
Communications & Networking
1 10 (0.65%) Broadband
1 10 (0.65%) Firewall
2 9 (0.59%) DHCP
2 9 (0.59%) DNS
3 8 (0.52%) SMS
4 4 (0.26%) Network Security
4 4 (0.26%) NGN
4 4 (0.26%) WAN
5 3 (0.20%) CHAP
6 2 (0.13%) 4G
6 2 (0.13%) 5G
6 2 (0.13%) Cisco IPT
7 1 (0.065%) ATM
7 1 (0.065%) GoToMeeting
7 1 (0.065%) HTTP
7 1 (0.065%) Intranet
7 1 (0.065%) LAN
7 1 (0.065%) VPN
Database & Business Intelligence
1 317 (20.62%) Power BI
2 225 (14.64%) Data Warehouse
3 216 (14.05%) Metadata
4 190 (12.36%) Tableau
5 183 (11.91%) Data Lake
6 90 (5.86%) SQL Server
7 73 (4.75%) BigQuery
8 60 (3.90%) Amazon Redshift
9 52 (3.38%) Relational Database
10 45 (2.93%) Spark SQL
11 39 (2.54%) Azure SQL Database
11 39 (2.54%) Looker
11 39 (2.54%) NoSQL
12 35 (2.28%) Delta Lake
13 32 (2.08%) Snowflake Schema
14 29 (1.89%) PostgreSQL
15 28 (1.82%) Oracle Database
16 27 (1.76%) Parquet
16 27 (1.76%) Power Query
17 26 (1.69%) Semantic Layer
Development Applications
1 76 (4.94%) Git
2 33 (2.15%) JIRA
3 28 (1.82%) MLflow
4 25 (1.63%) IBM UrbanCode
5 14 (0.91%) ERwin
6 11 (0.72%) Jenkins
7 6 (0.39%) GitLab
8 5 (0.33%) Claude Code
8 5 (0.33%) Toad
9 3 (0.20%) Bitbucket
9 3 (0.20%) Visual Studio Code
10 2 (0.13%) ER Studio
10 2 (0.13%) Jaeger
10 2 (0.13%) rollup.js
10 2 (0.13%) VSS/SourceSafe
11 1 (0.065%) Cucumber
11 1 (0.065%) JUnit
11 1 (0.065%) Oracle Forms
11 1 (0.065%) PowerDesigner
11 1 (0.065%) RStudio
General
1 546 (35.52%) Finance
2 495 (32.21%) Social Skills
3 408 (26.55%) Analytical Skills
4 156 (10.15%) Legal
5 126 (8.20%) Law
6 114 (7.42%) Inclusion and Diversity
7 97 (6.31%) Public Sector
8 75 (4.88%) Influencing Skills
9 72 (4.68%) Banking
10 62 (4.03%) Retail
11 53 (3.45%) Manufacturing
12 51 (3.32%) Marketing
13 43 (2.80%) Legal Technology
14 42 (2.73%) Telecoms
15 36 (2.34%) Financial Institution
16 35 (2.28%) Military
17 29 (1.89%) Back Office
18 28 (1.82%) Investment Banking
19 24 (1.56%) Organisational Skills
20 22 (1.43%) Presentation Skills
Job Titles
1 297 (19.32%) Senior
2 287 (18.67%) Architect
3 235 (15.29%) Data Architect
4 205 (13.34%) Data Engineer
5 203 (13.21%) Analyst
6 182 (11.84%) Data Manager
6 182 (11.84%) Lead
7 96 (6.25%) Governance Manager
8 91 (5.92%) Data Governance Analyst
8 91 (5.92%) Data Governance Manager
9 85 (5.53%) Developer
10 78 (5.07%) Data Analyst
11 76 (4.94%) Consultant
12 64 (4.16%) Senior Developer
13 49 (3.19%) Senior Data Engineer
14 48 (3.12%) Data Consultant
15 44 (2.86%) Senior Architect
16 43 (2.80%) Business Analyst
17 42 (2.73%) Senior Manager
18 37 (2.41%) Engineering Manager
Libraries, Frameworks & Software Standards
1 79 (5.14%) PySpark
2 74 (4.81%) Kafka
3 62 (4.03%) .NET
4 35 (2.28%) PyTorch
5 34 (2.21%) TensorFlow
6 33 (2.15%) REST
7 32 (2.08%) LangChain
8 26 (1.69%) scikit-learn
9 24 (1.56%) Middleware
10 23 (1.50%) LlamaIndex
10 23 (1.50%) pgvector
11 22 (1.43%) JSON
12 16 (1.04%) XML
13 14 (0.91%) Pandas
14 13 (0.85%) CSS
15 12 (0.78%) HTML
16 10 (0.65%) ARM Templates
16 10 (0.65%) SOAP
17 9 (0.59%) Apache NiFi
18 7 (0.46%) Oracle Fusion
Miscellaneous
1 112 (7.29%) Cloud Native
2 84 (5.47%) Product Ownership
3 74 (4.81%) Management Information System
4 62 (4.03%) Data Structures
5 43 (2.80%) Onboarding
6 36 (2.34%) Analytical Mindset
7 30 (1.95%) AI Agents
7 30 (1.95%) Public Cloud
8 29 (1.89%) Reference Data
9 28 (1.82%) Greenfield Project
9 28 (1.82%) Legacy Systems
10 26 (1.69%) Clustering
10 26 (1.69%) Distributed Systems
11 20 (1.30%) Self-Motivation
12 19 (1.24%) NHS
13 18 (1.17%) Data Protection Act
14 17 (1.11%) Security Posture
15 16 (1.04%) Life Science
15 16 (1.04%) Replication
16 14 (0.91%) Enterprise Software
Operating Systems
1 13 (0.85%) Windows
2 9 (0.59%) Windows Server
3 2 (0.13%) Linux
4 1 (0.065%) AIX
4 1 (0.065%) Android
4 1 (0.065%) Apple iOS
4 1 (0.065%) Mac OS
4 1 (0.065%) Unix
Processes & Methodologies
1 580 (37.74%) Analytics
2 549 (35.72%) Data Modelling
3 520 (33.83%) AI
4 437 (28.43%) Data Engineering
5 409 (26.61%) Business Intelligence
6 404 (26.28%) Agile
7 375 (24.40%) Data Architecture
8 362 (23.55%) Decision-Making
9 361 (23.49%) Roadmaps
10 328 (21.34%) Problem-Solving
11 323 (21.01%) Continuous Improvement
12 320 (20.82%) ETL
13 306 (19.91%) Data Pipeline
14 287 (18.67%) CI/CD
15 269 (17.50%) Stakeholder Management
16 261 (16.98%) Machine Learning
17 252 (16.40%) Data Strategy
18 247 (16.07%) Data Management
19 211 (13.73%) Stakeholder Engagement
20 182 (11.84%) Data Transformation
Programming Languages
1 580 (37.74%) SQL
2 380 (24.72%) Python
3 70 (4.55%) C#
4 35 (2.28%) Java
5 32 (2.08%) Data Analysis Expressions
6 22 (1.43%) Scala
7 17 (1.11%) R
8 14 (0.91%) PowerShell
9 12 (0.78%) JavaScript
10 9 (0.59%) T-SQL
11 8 (0.52%) Groovy
11 8 (0.52%) PL/SQL
12 6 (0.39%) SPARQL
13 5 (0.33%) ABAP
13 5 (0.33%) C++
13 5 (0.33%) SHACL
14 4 (0.26%) Bicep
15 2 (0.13%) Bash
15 2 (0.13%) Go
16 1 (0.065%) TypeScript
Qualifications
1 158 (10.28%) Degree
2 104 (6.77%) Security Cleared
3 71 (4.62%) SC Cleared
4 35 (2.28%) Azure Certification
5 29 (1.89%) Computer Science Degree
6 25 (1.63%) DV Cleared
7 23 (1.50%) ACCA
7 23 (1.50%) CIMA
8 22 (1.43%) BPSS Clearance
9 19 (1.24%) Microsoft Certification
10 15 (0.98%) AWS Certification
10 15 (0.98%) CISSP
10 15 (0.98%) DBS Check
11 13 (0.85%) CISM
11 13 (0.85%) TOGAF Certification
12 9 (0.59%) CIPD
12 9 (0.59%) Master's Degree
13 7 (0.46%) CompTIA CySA+
13 7 (0.46%) CompTIA Security+
13 7 (0.46%) SSCP
Quality Assurance & Compliance
1 555 (36.11%) Data Quality
2 249 (16.20%) GDPR
3 105 (6.83%) QA
4 55 (3.58%) Accessibility
5 52 (3.38%) California Consumer Privacy Act
6 25 (1.63%) ISO/IEC 27001
7 22 (1.43%) PERC
8 19 (1.24%) PMO
9 16 (1.04%) HIPAA
9 16 (1.04%) NIST
10 15 (0.98%) GRC
11 8 (0.52%) SOC 2
12 7 (0.46%) Solvency II
13 6 (0.39%) COBIT
14 5 (0.33%) Cyber Essentials
14 5 (0.33%) Cyber Essentials PLUS
14 5 (0.33%) EU AI Act
14 5 (0.33%) ISO 19650
14 5 (0.33%) TickIT
15 4 (0.26%) SNOMED CT
System Software
1 56 (3.64%) Virtual Machines
2 39 (2.54%) Docker
3 14 (0.91%) Active Directory
4 10 (0.65%) VMware Infrastructure
5 2 (0.13%) IAG
6 1 (0.065%) Apache Flume
6 1 (0.065%) BitLocker
6 1 (0.065%) Hyper-V
Systems Management
1 58 (3.77%) Terraform
2 28 (1.82%) Kubernetes
3 10 (0.65%) Grafana
4 5 (0.33%) Ansible
5 4 (0.26%) Prometheus
6 2 (0.13%) Thomson Reuters DACS
7 1 (0.065%) CASB
7 1 (0.065%) Jamf Pro
7 1 (0.065%) NetBackup
Vendors
1 321 (20.88%) Microsoft
2 298 (19.39%) Databricks
3 122 (7.94%) SAP
4 73 (4.75%) Salesforce
5 66 (4.29%) Google
6 64 (4.16%) Oracle
7 58 (3.77%) Informatica
8 26 (1.69%) Red Hat
9 24 (1.56%) Cloudera
10 23 (1.50%) Dell
11 20 (1.30%) Sage
12 18 (1.17%) Salesforce Marketing Cloud
12 18 (1.17%) ServiceNow
13 16 (1.04%) OpenAI
14 15 (0.98%) Talend
15 13 (0.85%) Workday
16 12 (0.78%) Foundry
17 11 (0.72%) Alteryx
17 11 (0.72%) MuleSoft
17 11 (0.72%) Palantir