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

6 months to
5 Jun 2026
Same period 2025 Same period 2024
Rank 131 177 221
Rank change year-on-year +46 +44 -6
Permanent jobs citing Data Governance 1,356 851 1,314
As % of all permanent jobs in the UK 1.46% 1.94% 1.27%
As % of the Processes & Methodologies category 1.99% 2.09% 1.53%
Number of salaries quoted 890 518 777
10th Percentile £42,500 £46,250 £40,686
25th Percentile £56,250 £57,500 £52,500
Median annual salary (50th Percentile) £75,000 £82,500 £70,000
Median % change year-on-year -9.09% +17.86% +3.70%
75th Percentile £90,375 £110,000 £88,750
90th Percentile £115,000 £132,500 £107,500
UK excluding London median annual salary £67,000 £60,000 £65,000
% change year-on-year +11.67% -7.69% +7.22%

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 68,040 40,758 85,662
As % of all permanent jobs advertised in the UK 73.42% 93.05% 83.05%
Number of salaries quoted 45,181 21,501 61,227
10th Percentile £30,000 £29,250 £29,250
25th Percentile £41,250 £40,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.69%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £50,967 £50,000
% change year-on-year +3.01% +1.93% -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 5 June 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 5 June 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 +43 1,246 £75,000 -9.09% 614
UK excluding London +47 692 £67,000 +11.67% 420
London +30 560 £82,500 -17.50% 276
Work from Home +78 415 £75,000 -11.76% 275
North of England +85 235 £63,076 +3.84% 128
South East -40 167 £72,500 +12.40% 101
Midlands +37 155 £63,076 +9.82% 72
West Midlands +20 115 £65,000 +8.33% 53
North West +67 113 £55,000 - 72
Yorkshire +23 98 £70,932 +16.77% 41
East of England +20 59 £76,250 +33.77% 27
East Midlands -1 39 £50,825 +21.01% 19
Scotland +26 37 £80,750 +15.36% 23
South West -48 32 £70,752 +17.92% 45
North East -25 24 £67,500 +8.00% 16
Northern Ireland -33 4 £45,000 - 14
Wales -41 3 £39,511 -50.61% 16

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
1 131 (9.66%) Apache Airflow
2 89 (6.56%) Apache Spark
3 57 (4.20%) Apache
4 35 (2.58%) SharePoint
5 22 (1.62%) Microsoft Exchange
6 10 (0.74%) Palantir Foundry
7 9 (0.66%) Confluence
8 5 (0.37%) SAS
9 3 (0.22%) Oracle Application Server
10 2 (0.15%) Jupyter
11 1 (0.074%) CMS
11 1 (0.074%) Oracle SOA Suite
Applications
1 61 (4.50%) Microsoft Excel
2 14 (1.03%) Microsoft Office
2 14 (1.03%) MS Visio
3 9 (0.66%) Microsoft PowerPoint
4 5 (0.37%) Spreadsheet
5 3 (0.22%) Microsoft Project
6 2 (0.15%) Chatbot
Business Applications
1 46 (3.39%) SAP S/4HANA
2 21 (1.55%) SAP MDG
3 15 (1.11%) SAP PM
4 14 (1.03%) Dynamics CRM
5 9 (0.66%) Oracle ERP
5 9 (0.66%) Salesforce CRM
6 8 (0.59%) SAP ERP
7 7 (0.52%) SAP MDG-BP
8 4 (0.29%) iTrent
8 4 (0.29%) SAP MDG-F
8 4 (0.29%) SAP PP
9 3 (0.22%) FLEXCUBE
9 3 (0.22%) Misys Opics
9 3 (0.22%) Oracle EBS
10 2 (0.15%) Distributed Ledger
10 2 (0.15%) Maximo
10 2 (0.15%) SAP EWM
10 2 (0.15%) SAP IBP
10 2 (0.15%) SAP MM
10 2 (0.15%) SAP Travel Management
Cloud Services
1 463 (34.14%) Azure
2 292 (21.53%) AWS
3 283 (20.87%) Power Platform
4 178 (13.13%) GCP
5 170 (12.54%) Snowflake
6 143 (10.55%) Azure Synapse Analytics
7 87 (6.42%) Microsoft Purview
8 77 (5.68%) Azure Data Factory
9 76 (5.60%) dbt
10 74 (5.46%) Microsoft 365
11 70 (5.16%) Azure Machine Learning
12 65 (4.79%) Amazon S3
12 65 (4.79%) Azure AI
13 58 (4.28%) Azure DevOps
14 46 (3.39%) SaaS
15 36 (2.65%) Serverless
16 30 (2.21%) Azure Logic Apps
17 29 (2.14%) OpenShift
18 24 (1.77%) Entra ID
19 23 (1.70%) Dynamics 365
Communications & Networking
1 12 (0.88%) CHAP
1 12 (0.88%) Firewall
2 11 (0.81%) Broadband
3 9 (0.66%) DHCP
3 9 (0.66%) DNS
4 5 (0.37%) 5G
4 5 (0.37%) SMS
4 5 (0.37%) WAN
5 3 (0.22%) Network Security
5 3 (0.22%) NGN
5 3 (0.22%) VPN
5 3 (0.22%) Wi-Fi
6 2 (0.15%) 4G
6 2 (0.15%) Cisco IPT
6 2 (0.15%) Tactical Data Link
7 1 (0.074%) LAN
Database & Business Intelligence
1 243 (17.92%) Power BI
2 188 (13.86%) Metadata
3 182 (13.42%) Data Warehouse
4 159 (11.73%) Data Lake
5 156 (11.50%) Tableau
6 77 (5.68%) SQL Server
7 73 (5.38%) BigQuery
8 62 (4.57%) Amazon Redshift
9 47 (3.47%) Relational Database
10 46 (3.39%) NoSQL
11 43 (3.17%) Spark SQL
12 38 (2.80%) Delta Lake
13 36 (2.65%) Azure SQL Database
14 35 (2.58%) Looker
15 31 (2.29%) Elasticsearch
16 27 (1.99%) Oracle Database
17 26 (1.92%) Snowflake Schema
18 25 (1.84%) Apache Hive
18 25 (1.84%) Impala
18 25 (1.84%) Parquet
Development Applications
1 69 (5.09%) Git
2 33 (2.43%) MLflow
3 25 (1.84%) IBM UrbanCode
4 22 (1.62%) JIRA
5 12 (0.88%) ERwin
6 8 (0.59%) Jenkins
7 5 (0.37%) Toad
8 3 (0.22%) ER Studio
8 3 (0.22%) Oracle Forms
9 2 (0.15%) GitLab
9 2 (0.15%) Jaeger
9 2 (0.15%) PowerDesigner
9 2 (0.15%) rollup.js
9 2 (0.15%) TestDirector
10 1 (0.074%) RStudio
10 1 (0.074%) Sonatype Nexus
10 1 (0.074%) Visual Studio Code
General
1 494 (36.43%) Finance
2 450 (33.19%) Social Skills
3 382 (28.17%) Analytical Skills
4 94 (6.93%) Inclusion and Diversity
5 89 (6.56%) Public Sector
6 74 (5.46%) Law
6 74 (5.46%) Legal
7 73 (5.38%) Banking
8 62 (4.57%) Retail
9 55 (4.06%) Influencing Skills
10 48 (3.54%) Manufacturing
11 44 (3.24%) Financial Institution
12 40 (2.95%) Marketing
13 32 (2.36%) Telecoms
14 31 (2.29%) Investment Banking
15 25 (1.84%) Military
16 22 (1.62%) Back Office
17 20 (1.47%) Documentation Skills
18 17 (1.25%) Advertising
19 16 (1.18%) Organisational Skills
Job Titles
1 272 (20.06%) Architect
2 226 (16.67%) Senior
3 214 (15.78%) Data Architect
4 190 (14.01%) Analyst
5 179 (13.20%) Data Engineer
6 164 (12.09%) Data Manager
7 151 (11.14%) Lead
8 82 (6.05%) Data Analyst
9 69 (5.09%) Governance Manager
10 67 (4.94%) Data Governance Analyst
10 67 (4.94%) Data Governance Manager
11 63 (4.65%) Consultant
12 53 (3.91%) Senior Manager
13 44 (3.24%) Senior Data Engineer
14 41 (3.02%) Azure Architect
15 40 (2.95%) Data Consultant
15 40 (2.95%) Senior Architect
16 39 (2.88%) Business Analyst
17 37 (2.73%) Engineering Manager
18 35 (2.58%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 81 (5.97%) PySpark
2 71 (5.24%) Kafka
3 35 (2.58%) TensorFlow
4 34 (2.51%) PyTorch
5 31 (2.29%) LangChain
6 27 (1.99%) Middleware
7 26 (1.92%) scikit-learn
8 23 (1.70%) LlamaIndex
8 23 (1.70%) pgvector
8 23 (1.70%) REST
9 21 (1.55%) JSON
10 16 (1.18%) XML
11 14 (1.03%) Pandas
12 13 (0.96%) CSS
13 11 (0.81%) EDI
14 10 (0.74%) ARM Templates
14 10 (0.74%) HTML
14 10 (0.74%) Oracle Fusion
15 8 (0.59%) SOAP
16 7 (0.52%) XML Schema
Miscellaneous
1 104 (7.67%) Cloud Native
1 104 (7.67%) Management Information System
2 76 (5.60%) Data Structures
3 74 (5.46%) Product Ownership
4 36 (2.65%) Public Cloud
5 31 (2.29%) Life Science
6 29 (2.14%) Analytical Mindset
6 29 (2.14%) Low-Code
6 29 (2.14%) Self-Motivation
7 28 (2.06%) Legacy Systems
8 26 (1.92%) Distributed Systems
9 25 (1.84%) Clustering
9 25 (1.84%) Onboarding
10 22 (1.62%) Greenfield Project
11 21 (1.55%) Reference Data
12 19 (1.40%) Reinsurance
13 17 (1.25%) Enterprise Software
14 16 (1.18%) Blockchain
15 15 (1.11%) NHS
16 14 (1.03%) e-Learning
Operating Systems
1 19 (1.40%) Windows
2 10 (0.74%) Windows Server
3 7 (0.52%) Linux
3 7 (0.52%) Unix
4 3 (0.22%) AIX
5 1 (0.074%) Android
5 1 (0.074%) Apple iOS
5 1 (0.074%) Mac OS
Processes & Methodologies
1 535 (39.45%) Analytics
2 499 (36.80%) Data Modelling
3 401 (29.57%) AI
4 395 (29.13%) Data Engineering
5 350 (25.81%) Data Architecture
6 342 (25.22%) Agile
7 338 (24.93%) Business Intelligence
8 290 (21.39%) Roadmaps
9 287 (21.17%) ETL
10 268 (19.76%) Data Pipeline
11 263 (19.40%) Decision-Making
12 262 (19.32%) Problem-Solving
13 240 (17.70%) Data Management
14 221 (16.30%) Data Strategy
15 219 (16.15%) CI/CD
15 219 (16.15%) Machine Learning
16 205 (15.12%) Continuous Improvement
17 185 (13.64%) Stakeholder Management
18 173 (12.76%) Migration
19 166 (12.24%) Stakeholder Engagement
Programming Languages
1 518 (38.20%) SQL
2 353 (26.03%) Python
3 30 (2.21%) Java
4 27 (1.99%) Data Analysis Expressions
4 27 (1.99%) Scala
5 23 (1.70%) JavaScript
6 18 (1.33%) R
7 16 (1.18%) PL/SQL
8 15 (1.11%) C#
9 11 (0.81%) T-SQL
10 10 (0.74%) Bash
11 9 (0.66%) PowerShell
12 6 (0.44%) C++
12 6 (0.44%) Shell Script
13 4 (0.29%) ABAP
13 4 (0.29%) Groovy
14 3 (0.22%) Bicep
14 3 (0.22%) Go
14 3 (0.22%) TypeScript
15 1 (0.074%) SPARQL
Qualifications
1 174 (12.83%) Degree
2 91 (6.71%) Security Cleared
3 62 (4.57%) SC Cleared
4 39 (2.88%) Master's Degree
5 37 (2.73%) Computer Science Degree
6 32 (2.36%) Azure Certification
7 26 (1.92%) DBS Check
8 21 (1.55%) AWS Certification
9 20 (1.47%) CISA
10 19 (1.40%) CISSP
11 17 (1.25%) CISM
11 17 (1.25%) Microsoft Certification
12 16 (1.18%) DV Cleared
13 14 (1.03%) SANS
14 13 (0.96%) CGEIT
14 13 (0.96%) FFIEC
15 11 (0.81%) TOGAF Certification
16 10 (0.74%) CITP
16 10 (0.74%) CompTIA CySA+
16 10 (0.74%) CompTIA Security+
Quality Assurance & Compliance
1 510 (37.61%) Data Quality
2 231 (17.04%) GDPR
3 54 (3.98%) California Consumer Privacy Act
4 47 (3.47%) Accessibility
5 37 (2.73%) QA
6 29 (2.14%) NIST
7 26 (1.92%) ISO/IEC 27001
8 19 (1.40%) PERC
9 17 (1.25%) PMO
10 15 (1.11%) HIPAA
11 14 (1.03%) COBIT
12 13 (0.96%) GRC
13 9 (0.66%) Solvency II
14 8 (0.59%) Actionable Recommendations
14 8 (0.59%) Cyber Essentials
15 7 (0.52%) SLA
16 6 (0.44%) SOC 2
17 5 (0.37%) Cyber Essentials PLUS
17 5 (0.37%) IFRS
17 5 (0.37%) TickIT
System Software
1 56 (4.13%) Virtual Machines
2 36 (2.65%) Docker
3 23 (1.70%) Active Directory
4 10 (0.74%) VMware Infrastructure
5 2 (0.15%) Hyper-V
5 2 (0.15%) IAG
5 2 (0.15%) Virtual Desktop
6 1 (0.074%) Apache Flume
6 1 (0.074%) BitLocker
Systems Management
1 60 (4.42%) Terraform
2 28 (2.06%) Kubernetes
3 8 (0.59%) Grafana
4 7 (0.52%) Prometheus
5 5 (0.37%) Ansible
5 5 (0.37%) Single Sign-On
6 4 (0.29%) Control-M
6 4 (0.29%) Microsoft Intune
7 2 (0.15%) Thomson Reuters DACS
8 1 (0.074%) AirWatch
8 1 (0.074%) CASB
8 1 (0.074%) Computer Emergency Response Teams
8 1 (0.074%) Jamf Pro
8 1 (0.074%) NetBackup
8 1 (0.074%) RSA Archer
Vendors
1 276 (20.35%) Microsoft
2 273 (20.13%) Databricks
3 107 (7.89%) SAP
4 70 (5.16%) Salesforce
5 64 (4.72%) Oracle
6 62 (4.57%) Google
7 28 (2.06%) Informatica
8 27 (1.99%) Dell
9 25 (1.84%) Red Hat
10 24 (1.77%) Cloudera
11 15 (1.11%) Palantir
12 14 (1.03%) Talend
13 12 (0.88%) OpenAI
13 12 (0.88%) Salesforce Marketing Cloud
13 12 (0.88%) ServiceNow
13 12 (0.88%) VMware
14 11 (0.81%) Sage
15 10 (0.74%) Foundry
16 9 (0.66%) Planon
17 8 (0.59%) Sparx