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

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 132 199 204
Rank change year-on-year +67 +5 +35
Permanent jobs citing Data Governance 1,531 843 1,100
As % of all permanent jobs in the UK 1.48% 1.69% 1.32%
As % of the Processes & Methodologies category 2.01% 1.89% 1.63%
Number of salaries quoted 997 473 644
10th Percentile £42,500 £45,750 £41,250
25th Percentile £55,000 £55,790 £54,000
Median annual salary (50th Percentile) £70,752 £70,000 £70,000
Median % change year-on-year +1.07% - +3.70%
75th Percentile £90,000 £100,000 £87,500
90th Percentile £112,500 £120,600 £105,000
UK excluding London median annual salary £67,000 £60,000 £65,000
% change year-on-year +11.67% -7.69% +4.84%

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 76,352 44,509 67,465
As % of all permanent jobs advertised in the UK 73.64% 89.49% 81.05%
Number of salaries quoted 52,648 25,381 44,449
10th Percentile £30,580 £28,500 £31,210
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £75,000
90th Percentile £100,000 £97,500 £95,000
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 3 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 3 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 +64 1,362 £70,782 -5.62% 864
UK excluding London +48 790 £67,000 +11.67% 516
London +40 638 £82,500 -9.59% 471
Work from Home +123 475 £75,000 +10.29% 382
North of England +108 269 £60,000 -0.62% 139
Midlands +55 164 £62,500 +4.17% 74
South East -53 153 £70,000 +7.69% 149
North West +79 132 £50,000 -7.41% 64
West Midlands +30 117 £62,500 +8.82% 45
Yorkshire +21 89 £67,500 - 53
Northern Ireland - 60 £45,000 - 18
East of England +5 52 £71,000 +24.56% 31
North East -7 48 £67,500 +40.63% 22
South West -48 47 £70,752 +17.92% 64
East Midlands +11 46 £65,000 +8.33% 29
Scotland +21 28 £71,500 +34.91% 32
Wales -44 17 £65,000 +8.33% 14

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
1 113 (7.38%) Apache Airflow
2 96 (6.27%) Apache Spark
3 64 (4.18%) Apache
4 31 (2.02%) SharePoint
5 18 (1.18%) Microsoft Exchange
6 8 (0.52%) Confluence
7 7 (0.46%) Palantir Foundry
8 5 (0.33%) 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 67 (4.38%) Microsoft Excel
2 19 (1.24%) MS Visio
3 14 (0.91%) Microsoft Office
4 11 (0.72%) Microsoft PowerPoint
5 5 (0.33%) Spreadsheet
6 3 (0.20%) Microsoft Project
7 2 (0.13%) Chatbot
Business Applications
1 44 (2.87%) SAP S/4HANA
2 26 (1.70%) SAP MDG
3 20 (1.31%) 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 3 (0.20%) iTrent
9 3 (0.20%) Oracle EBS
9 3 (0.20%) SAP IBP
9 3 (0.20%) Workday HCM
10 2 (0.13%) Distributed Ledger
10 2 (0.13%) FLEXCUBE
10 2 (0.13%) Misys Opics
10 2 (0.13%) SAP EWM
10 2 (0.13%) SAP MM
10 2 (0.13%) SAP Travel Management
11 1 (0.065%) SAP MDG-M
Cloud Services
1 481 (31.42%) Azure
2 340 (22.21%) Power Platform
3 289 (18.88%) AWS
4 196 (12.80%) GCP
5 178 (11.63%) Snowflake
6 149 (9.73%) Azure Synapse Analytics
7 118 (7.71%) Microsoft Purview
8 95 (6.21%) Azure Data Factory
9 89 (5.81%) dbt
10 78 (5.09%) Microsoft 365
11 69 (4.51%) Azure Machine Learning
12 68 (4.44%) Azure AI
13 64 (4.18%) SaaS
14 57 (3.72%) Amazon S3
15 49 (3.20%) Azure DevOps
16 47 (3.07%) Collibra
17 38 (2.48%) Serverless
18 26 (1.70%) Dynamics 365
19 25 (1.63%) Azure Logic Apps
19 25 (1.63%) OpenShift
Communications & Networking
1 11 (0.72%) Broadband
2 10 (0.65%) Firewall
3 9 (0.59%) DHCP
3 9 (0.59%) DNS
4 7 (0.46%) SMS
5 5 (0.33%) CHAP
5 5 (0.33%) Network Security
5 5 (0.33%) WAN
6 4 (0.26%) NGN
7 2 (0.13%) 4G
7 2 (0.13%) 5G
7 2 (0.13%) Cisco IPT
8 1 (0.065%) GoToMeeting
8 1 (0.065%) HTTP
8 1 (0.065%) Intranet
8 1 (0.065%) LAN
8 1 (0.065%) VPN
Database & Business Intelligence
1 314 (20.51%) Power BI
2 223 (14.57%) Data Warehouse
3 211 (13.78%) Metadata
4 189 (12.34%) Tableau
5 186 (12.15%) Data Lake
6 88 (5.75%) SQL Server
7 75 (4.90%) BigQuery
8 61 (3.98%) Amazon Redshift
9 56 (3.66%) Relational Database
10 45 (2.94%) Spark SQL
11 42 (2.74%) NoSQL
12 40 (2.61%) Azure SQL Database
13 39 (2.55%) Looker
14 37 (2.42%) Delta Lake
15 31 (2.02%) Snowflake Schema
16 30 (1.96%) PostgreSQL
17 28 (1.83%) Elasticsearch
17 28 (1.83%) Oracle Database
17 28 (1.83%) Power Query
18 27 (1.76%) Parquet
Development Applications
1 75 (4.90%) Git
2 28 (1.83%) JIRA
2 28 (1.83%) MLflow
3 25 (1.63%) IBM UrbanCode
4 16 (1.05%) ERwin
5 11 (0.72%) Jenkins
6 6 (0.39%) GitLab
7 5 (0.33%) Claude Code
7 5 (0.33%) Toad
8 3 (0.20%) Bitbucket
8 3 (0.20%) Visual Studio Code
9 2 (0.13%) Jaeger
9 2 (0.13%) rollup.js
9 2 (0.13%) VSS/SourceSafe
10 1 (0.065%) Cucumber
10 1 (0.065%) ER Studio
10 1 (0.065%) JUnit
10 1 (0.065%) Oracle Forms
10 1 (0.065%) PowerDesigner
10 1 (0.065%) RStudio
General
1 544 (35.53%) Finance
2 496 (32.40%) Social Skills
3 412 (26.91%) Analytical Skills
4 150 (9.80%) Legal
5 127 (8.30%) Law
6 106 (6.92%) Inclusion and Diversity
7 90 (5.88%) Public Sector
8 73 (4.77%) Influencing Skills
9 68 (4.44%) Banking
10 60 (3.92%) Retail
11 56 (3.66%) Manufacturing
12 49 (3.20%) Marketing
13 45 (2.94%) Legal Technology
14 42 (2.74%) Telecoms
15 40 (2.61%) Financial Institution
16 34 (2.22%) Military
17 29 (1.89%) Back Office
18 27 (1.76%) Investment Banking
19 23 (1.50%) Organisational Skills
20 21 (1.37%) Advertising
Job Titles
1 296 (19.33%) Senior
2 289 (18.88%) Architect
3 236 (15.41%) Data Architect
4 211 (13.78%) Data Engineer
5 199 (13.00%) Analyst
6 179 (11.69%) Data Manager
7 174 (11.37%) Lead
8 90 (5.88%) Governance Manager
9 85 (5.55%) Data Governance Analyst
9 85 (5.55%) Data Governance Manager
9 85 (5.55%) Developer
10 77 (5.03%) Consultant
11 74 (4.83%) Data Analyst
12 61 (3.98%) Senior Developer
13 50 (3.27%) Data Consultant
14 49 (3.20%) Senior Data Engineer
15 48 (3.14%) Senior Architect
16 42 (2.74%) Senior Manager
17 41 (2.68%) Business Analyst
18 39 (2.55%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 79 (5.16%) PySpark
2 78 (5.09%) Kafka
3 60 (3.92%) .NET
4 32 (2.09%) LangChain
4 32 (2.09%) PyTorch
5 31 (2.02%) TensorFlow
6 29 (1.89%) REST
7 24 (1.57%) JSON
7 24 (1.57%) Middleware
7 24 (1.57%) scikit-learn
8 23 (1.50%) LlamaIndex
8 23 (1.50%) pgvector
9 18 (1.18%) XML
10 14 (0.91%) CSS
10 14 (0.91%) Pandas
11 12 (0.78%) HTML
12 10 (0.65%) ARM Templates
13 8 (0.52%) Apache NiFi
13 8 (0.52%) FIX Protocol
14 7 (0.46%) Oracle Fusion
Miscellaneous
1 113 (7.38%) Cloud Native
2 81 (5.29%) Management Information System
2 81 (5.29%) Product Ownership
3 67 (4.38%) Data Structures
4 42 (2.74%) Onboarding
5 39 (2.55%) Analytical Mindset
6 31 (2.02%) Legacy Systems
7 29 (1.89%) Public Cloud
8 28 (1.83%) Greenfield Project
9 27 (1.76%) AI Agents
9 27 (1.76%) Distributed Systems
10 26 (1.70%) Clustering
11 25 (1.63%) Reference Data
12 21 (1.37%) Self-Motivation
13 20 (1.31%) NHS
14 19 (1.24%) Data Protection Act
15 17 (1.11%) Security Posture
16 16 (1.05%) Life Science
17 15 (0.98%) Replication
18 14 (0.91%) e-Learning
Operating Systems
1 14 (0.91%) Windows
2 9 (0.59%) Windows Server
3 2 (0.13%) AIX
3 2 (0.13%) Linux
3 2 (0.13%) Unix
4 1 (0.065%) Android
4 1 (0.065%) Apple iOS
4 1 (0.065%) Mac OS
Processes & Methodologies
1 579 (37.82%) Analytics
2 553 (36.12%) Data Modelling
3 509 (33.25%) AI
4 435 (28.41%) Data Engineering
5 407 (26.58%) Agile
5 407 (26.58%) Business Intelligence
6 378 (24.69%) Data Architecture
7 358 (23.38%) Roadmaps
8 349 (22.80%) Decision-Making
9 328 (21.42%) Problem-Solving
10 317 (20.71%) ETL
11 315 (20.57%) Continuous Improvement
12 309 (20.18%) Data Pipeline
13 292 (19.07%) CI/CD
14 258 (16.85%) Machine Learning
15 250 (16.33%) Stakeholder Management
16 247 (16.13%) Data Strategy
17 241 (15.74%) Data Management
18 208 (13.59%) Stakeholder Engagement
19 180 (11.76%) Migration
Programming Languages
1 583 (38.08%) SQL
2 384 (25.08%) Python
3 71 (4.64%) C#
4 37 (2.42%) Java
5 35 (2.29%) Data Analysis Expressions
6 22 (1.44%) Scala
7 17 (1.11%) JavaScript
7 17 (1.11%) R
8 15 (0.98%) PowerShell
9 9 (0.59%) T-SQL
10 8 (0.52%) Groovy
10 8 (0.52%) PL/SQL
11 6 (0.39%) C++
11 6 (0.39%) SPARQL
12 5 (0.33%) ABAP
12 5 (0.33%) SHACL
13 4 (0.26%) Bicep
14 3 (0.20%) TypeScript
15 2 (0.13%) Bash
15 2 (0.13%) Go
Qualifications
1 155 (10.12%) Degree
2 104 (6.79%) Security Cleared
3 69 (4.51%) SC Cleared
4 35 (2.29%) Azure Certification
5 31 (2.02%) Computer Science Degree
6 24 (1.57%) DV Cleared
7 23 (1.50%) ACCA
7 23 (1.50%) CIMA
8 21 (1.37%) BPSS Clearance
9 19 (1.24%) Microsoft Certification
10 17 (1.11%) CISSP
10 17 (1.11%) DBS Check
11 16 (1.05%) AWS Certification
12 15 (0.98%) CISM
13 12 (0.78%) TOGAF Certification
14 11 (0.72%) Master's Degree
15 9 (0.59%) CIPD
15 9 (0.59%) CISA
16 8 (0.52%) CompTIA Security+
16 8 (0.52%) SSCP
Quality Assurance & Compliance
1 544 (35.53%) Data Quality
2 253 (16.53%) GDPR
3 99 (6.47%) QA
4 51 (3.33%) Accessibility
4 51 (3.33%) California Consumer Privacy Act
5 28 (1.83%) ISO/IEC 27001
6 22 (1.44%) PERC
7 19 (1.24%) PMO
8 18 (1.18%) NIST
9 15 (0.98%) HIPAA
10 14 (0.91%) GRC
11 8 (0.52%) SOC 2
12 7 (0.46%) COBIT
12 7 (0.46%) ISO 19650
12 7 (0.46%) Solvency II
13 5 (0.33%) Cyber Essentials
13 5 (0.33%) Cyber Essentials PLUS
13 5 (0.33%) EU AI Act
13 5 (0.33%) TickIT
14 4 (0.26%) SNOMED CT
System Software
1 56 (3.66%) Virtual Machines
2 45 (2.94%) Docker
3 16 (1.05%) 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 66 (4.31%) Terraform
2 32 (2.09%) Kubernetes
3 12 (0.78%) Grafana
4 7 (0.46%) Prometheus
5 5 (0.33%) Ansible
6 2 (0.13%) Single Sign-On
6 2 (0.13%) Thomson Reuters DACS
7 1 (0.065%) CASB
7 1 (0.065%) Jamf Pro
7 1 (0.065%) NetBackup
Vendors
1 325 (21.23%) Microsoft
2 296 (19.33%) Databricks
3 124 (8.10%) SAP
4 74 (4.83%) Salesforce
5 72 (4.70%) Google
6 63 (4.11%) Oracle
7 56 (3.66%) Informatica
8 25 (1.63%) Red Hat
9 24 (1.57%) Cloudera
10 23 (1.50%) Dell
11 20 (1.31%) Sage
12 17 (1.11%) Salesforce Marketing Cloud
12 17 (1.11%) ServiceNow
13 15 (0.98%) Talend
14 13 (0.85%) OpenAI
15 12 (0.78%) Palantir
16 11 (0.72%) Workday
17 10 (0.65%) Foundry
17 10 (0.65%) VMware
18 9 (0.59%) Alteryx