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

6 months to
1 Sep 2026
Same period 2025 Same period 2024
Rank 139 173 223
Rank change year-on-year +34 +50 +2
Permanent jobs citing Data Governance 1,508 889 996
As % of all permanent jobs in the UK 1.37% 1.78% 1.22%
As % of the Processes & Methodologies category 1.88% 2.01% 1.51%
Number of salaries quoted 988 466 603
10th Percentile £44,241 £42,500 £42,096
25th Percentile £55,000 £54,581 £54,647
Median annual salary (50th Percentile) £70,752 £70,000 £70,000
Median % change year-on-year +1.07% - -
75th Percentile £90,000 £100,000 £87,500
90th Percentile £110,000 £130,625 £104,920
UK excluding London median annual salary £67,500 £57,750 £65,000
% change year-on-year +16.88% -11.15% +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 80,269 44,315 65,850
As % of all permanent jobs advertised in the UK 73.06% 88.64% 80.88%
Number of salaries quoted 55,761 25,263 40,217
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £56,000
Median % change year-on-year +9.09% -1.79% -6.67%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £51,000
% change year-on-year +15.79% -6.86% -6.87%

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 1 September 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 1 September 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 +37 1,335 £71,000 +1.43% 1,453
UK excluding London +26 808 £67,500 +16.88% 787
London +31 605 £82,500 -10.81% 846
Work from Home +112 492 £75,000 +10.29% 667
North of England +97 279 £62,500 -7.41% 223
Midlands +36 165 £62,250 +3.32% 91
South East -88 153 £71,500 +11.72% 187
North West +57 128 £54,500 +2.83% 140
West Midlands +34 112 £61,000 +1.24% 64
Yorkshire +19 94 £68,112 +0.16% 56
Northern Ireland -24 64 £45,000 - 25
North East -4 57 £72,500 +51.04% 27
South West -42 55 £72,876 +45.75% 113
East Midlands +9 53 £70,000 +12.00% 27
East of England +5 47 £71,000 +31.55% 54
Scotland +4 29 £70,000 +32.08% 84
Wales -49 20 £65,000 +8.33% 17

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 74 (4.91%) Apache Airflow
2 67 (4.44%) Apache Spark
3 47 (3.12%) Apache
4 29 (1.92%) SharePoint
5 17 (1.13%) Microsoft Exchange
6 12 (0.80%) Confluence
7 7 (0.46%) Palantir Foundry
8 4 (0.27%) SAS
9 3 (0.20%) CMS
9 3 (0.20%) Jupyter
10 2 (0.13%) ArcGIS
10 2 (0.13%) Oracle Application Server
11 1 (0.066%) Apache Superset
11 1 (0.066%) WordPress
Applications
1 59 (3.91%) Microsoft Excel
2 13 (0.86%) Microsoft Office
3 11 (0.73%) MS Visio
4 8 (0.53%) Microsoft PowerPoint
5 7 (0.46%) Spreadsheet
6 4 (0.27%) Microsoft Project
7 2 (0.13%) Chatbot
Business Applications
1 42 (2.79%) SAP S/4HANA
2 25 (1.66%) SAP MDG
3 20 (1.33%) Dynamics CRM
4 14 (0.93%) SAP PM
5 8 (0.53%) SAP ERP
6 7 (0.46%) SAP MDG-BP
7 6 (0.40%) NetSuite
7 6 (0.40%) Oracle ERP
8 5 (0.33%) SAP MDG-F
9 4 (0.27%) Workday HCM
10 3 (0.20%) FLEXCUBE
10 3 (0.20%) Infor M3
10 3 (0.20%) iTrent
10 3 (0.20%) Oracle EBS
10 3 (0.20%) SAP IBP
10 3 (0.20%) SystmOne
11 2 (0.13%) Distributed Ledger
11 2 (0.13%) Misys Opics
11 2 (0.13%) SAP MM
11 2 (0.13%) SAP Travel Management
Cloud Services
1 484 (32.10%) Azure
2 337 (22.35%) Power Platform
3 259 (17.18%) AWS
4 191 (12.67%) GCP
5 166 (11.01%) Snowflake
6 141 (9.35%) Azure Synapse Analytics
7 119 (7.89%) Microsoft Purview
8 95 (6.30%) Azure Data Factory
9 76 (5.04%) dbt
10 72 (4.77%) Azure Machine Learning
11 70 (4.64%) Azure AI
12 67 (4.44%) Microsoft 365
13 64 (4.24%) SaaS
14 57 (3.78%) Collibra
15 48 (3.18%) Azure DevOps
16 45 (2.98%) Azure Databricks
17 44 (2.92%) Serverless
18 40 (2.65%) Amazon S3
19 26 (1.72%) Dynamics 365
20 23 (1.53%) AWS Lambda
Communications & Networking
1 10 (0.66%) Firewall
2 9 (0.60%) DHCP
2 9 (0.60%) DNS
2 9 (0.60%) SMS
3 6 (0.40%) Network Security
4 5 (0.33%) Broadband
5 4 (0.27%) NGN
6 2 (0.13%) CHAP
6 2 (0.13%) Cisco IPT
7 1 (0.066%) 4G
7 1 (0.066%) 5G
7 1 (0.066%) ATM
7 1 (0.066%) GoToMeeting
7 1 (0.066%) HTTP
7 1 (0.066%) Intranet
7 1 (0.066%) LAN
7 1 (0.066%) VPN
7 1 (0.066%) WAN
Database & Business Intelligence
1 319 (21.15%) Power BI
2 225 (14.92%) Metadata
3 219 (14.52%) Data Warehouse
4 189 (12.53%) Data Lake
5 162 (10.74%) Tableau
6 87 (5.77%) SQL Server
7 72 (4.77%) BigQuery
8 62 (4.11%) Amazon Redshift
9 44 (2.92%) Relational Database
10 41 (2.72%) Azure SQL Database
11 40 (2.65%) Looker
12 37 (2.45%) Delta Lake
13 36 (2.39%) NoSQL
14 33 (2.19%) Snowflake Schema
15 31 (2.06%) Semantic Layer
16 28 (1.86%) Big Data
17 26 (1.72%) PostgreSQL
17 26 (1.72%) Power Query
18 24 (1.59%) Elasticsearch
19 23 (1.53%) MongoDB
Development Applications
1 52 (3.45%) Git
2 33 (2.19%) JIRA
3 28 (1.86%) MLflow
4 14 (0.93%) ERwin
5 12 (0.80%) Jenkins
6 6 (0.40%) 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%) ER Studio
9 2 (0.13%) IBM UrbanCode
9 2 (0.13%) rollup.js
9 2 (0.13%) VSS/SourceSafe
10 1 (0.066%) Cucumber
10 1 (0.066%) JUnit
10 1 (0.066%) Oracle Forms
10 1 (0.066%) PowerDesigner
10 1 (0.066%) RStudio
General
1 514 (34.08%) Finance
2 485 (32.16%) Social Skills
3 395 (26.19%) Analytical Skills
4 151 (10.01%) Legal
5 118 (7.82%) Inclusion and Diversity
6 117 (7.76%) Law
7 112 (7.43%) Public Sector
8 78 (5.17%) Influencing Skills
9 60 (3.98%) Retail
10 53 (3.51%) Marketing
11 52 (3.45%) Banking
12 51 (3.38%) Manufacturing
13 42 (2.79%) Legal Technology
14 37 (2.45%) Telecoms
15 31 (2.06%) Financial Institution
16 30 (1.99%) Military
16 30 (1.99%) Organisational Skills
17 24 (1.59%) Back Office
18 23 (1.53%) Presentation Skills
19 21 (1.39%) Documentation Skills
Job Titles
1 301 (19.96%) Senior
2 276 (18.30%) Architect
3 228 (15.12%) Data Architect
4 200 (13.26%) Data Engineer
4 200 (13.26%) Lead
5 182 (12.07%) Data Manager
6 176 (11.67%) Analyst
7 99 (6.56%) Governance Manager
8 94 (6.23%) Data Governance Analyst
8 94 (6.23%) Data Governance Manager
9 86 (5.70%) Developer
10 77 (5.11%) Consultant
11 73 (4.84%) Data Analyst
12 65 (4.31%) Senior Developer
13 53 (3.51%) Senior Architect
14 50 (3.32%) Data Consultant
15 48 (3.18%) Senior Data Architect
16 43 (2.85%) Senior Data Engineer
16 43 (2.85%) Senior Manager
17 37 (2.45%) Engineering Manager
Libraries, Frameworks & Software Standards
1 65 (4.31%) Kafka
2 63 (4.18%) .NET
3 61 (4.05%) PySpark
4 56 (3.71%) Terraform
5 37 (2.45%) PyTorch
5 37 (2.45%) TensorFlow
6 36 (2.39%) REST
7 32 (2.12%) LangChain
8 26 (1.72%) scikit-learn
9 25 (1.66%) Middleware
10 24 (1.59%) pgvector
11 23 (1.53%) LlamaIndex
12 19 (1.26%) JSON
13 14 (0.93%) XML
14 12 (0.80%) HTML
15 11 (0.73%) SOAP
16 10 (0.66%) ARM Templates
16 10 (0.66%) CSS
17 9 (0.60%) Apache NiFi
18 7 (0.46%) LangGraph
Miscellaneous
1 112 (7.43%) Cloud Native
2 86 (5.70%) Product Ownership
3 77 (5.11%) Management Information System
4 58 (3.85%) Data Structures
5 43 (2.85%) Onboarding
6 34 (2.25%) AI Agents
7 33 (2.19%) Analytical Mindset
7 33 (2.19%) Public Cloud
8 30 (1.99%) Reference Data
9 27 (1.79%) Greenfield Project
10 26 (1.72%) Clustering
10 26 (1.72%) Distributed Systems
11 25 (1.66%) Legacy Systems
12 21 (1.39%) Self-Motivation
13 20 (1.33%) NHS
14 18 (1.19%) Data Protection Act
15 17 (1.13%) Replication
16 15 (0.99%) Life Science
16 15 (0.99%) Security Posture
17 13 (0.86%) Reinsurance
Operating Systems
1 11 (0.73%) Windows
2 9 (0.60%) Windows Server
3 2 (0.13%) Linux
4 1 (0.066%) AIX
4 1 (0.066%) Android
4 1 (0.066%) Apple iOS
4 1 (0.066%) Mac OS
4 1 (0.066%) Unix
Processes & Methodologies
1 543 (36.01%) Data Modelling
2 535 (35.48%) Analytics
3 509 (33.75%) AI
4 424 (28.12%) Data Engineering
5 407 (26.99%) Business Intelligence
6 388 (25.73%) Agile
7 377 (25.00%) Data Architecture
8 367 (24.34%) Decision-Making
9 357 (23.67%) Roadmaps
10 334 (22.15%) Problem-Solving
11 316 (20.95%) Continuous Improvement
12 300 (19.89%) ETL
13 289 (19.16%) Stakeholder Management
14 282 (18.70%) Data Pipeline
15 271 (17.97%) CI/CD
16 257 (17.04%) Machine Learning
17 251 (16.64%) Data Management
18 248 (16.45%) Data Strategy
19 214 (14.19%) Stakeholder Engagement
20 182 (12.07%) Mentoring
Programming Languages
1 551 (36.54%) SQL
2 350 (23.21%) Python
3 71 (4.71%) C#
4 31 (2.06%) Java
5 30 (1.99%) Data Analysis Expressions
6 18 (1.19%) R
6 18 (1.19%) Scala
7 14 (0.93%) PowerShell
8 11 (0.73%) JavaScript
9 9 (0.60%) T-SQL
10 8 (0.53%) Groovy
10 8 (0.53%) PL/SQL
11 7 (0.46%) SPARQL
12 5 (0.33%) ABAP
12 5 (0.33%) SHACL
13 4 (0.27%) Bicep
14 2 (0.13%) Bash
15 1 (0.066%) Apex Code
15 1 (0.066%) Google Apps Script
15 1 (0.066%) XPath
Qualifications
1 156 (10.34%) Degree
2 105 (6.96%) Security Cleared
3 70 (4.64%) SC Cleared
4 34 (2.25%) Azure Certification
5 30 (1.99%) Computer Science Degree
6 25 (1.66%) DV Cleared
7 24 (1.59%) ACCA
7 24 (1.59%) CIMA
8 22 (1.46%) BPSS Clearance
9 18 (1.19%) DBS Check
9 18 (1.19%) Microsoft Certification
10 15 (0.99%) AWS Certification
10 15 (0.99%) CISSP
11 13 (0.86%) CISM
12 12 (0.80%) TOGAF Certification
13 9 (0.60%) CIPD
13 9 (0.60%) CompTIA Security+
14 8 (0.53%) Master's Degree
14 8 (0.53%) PMI Certification
15 7 (0.46%) SSCP
Quality Assurance & Compliance
1 543 (36.01%) Data Quality
2 238 (15.78%) GDPR
3 105 (6.96%) QA
4 60 (3.98%) Accessibility
5 41 (2.72%) California Consumer Privacy Act
6 27 (1.79%) ISO/IEC 27001
7 22 (1.46%) PERC
8 18 (1.19%) PMO
9 17 (1.13%) GRC
10 15 (0.99%) NIST
11 6 (0.40%) Cyber Essentials
11 6 (0.40%) SOC 2
11 6 (0.40%) Solvency II
12 5 (0.33%) COBIT
12 5 (0.33%) EU AI Act
12 5 (0.33%) HIPAA
12 5 (0.33%) ISO 19650
12 5 (0.33%) TickIT
13 4 (0.27%) SLA
13 4 (0.27%) SNOMED CT
System Software
1 56 (3.71%) Virtual Machines
2 37 (2.45%) Docker
3 11 (0.73%) Active Directory
4 10 (0.66%) VMware Infrastructure
5 2 (0.13%) IAG
6 1 (0.066%) Apache Flume
6 1 (0.066%) BitLocker
6 1 (0.066%) Hyper-V
Systems Management
1 25 (1.66%) Kubernetes
2 8 (0.53%) Grafana
3 5 (0.33%) Ansible
4 2 (0.13%) Thomson Reuters DACS
5 1 (0.066%) CASB
5 1 (0.066%) Jamf Pro
5 1 (0.066%) NetBackup
Vendors
1 325 (21.55%) Microsoft
2 305 (20.23%) Databricks
3 115 (7.63%) SAP
4 69 (4.58%) Google
5 64 (4.24%) Salesforce
6 61 (4.05%) Informatica
7 38 (2.52%) Oracle
8 24 (1.59%) Cloudera
8 24 (1.59%) Dell
9 19 (1.26%) Sage
9 19 (1.26%) Salesforce Marketing Cloud
9 19 (1.26%) ServiceNow
10 17 (1.13%) OpenAI
11 14 (0.93%) Talend
11 14 (0.93%) Workday
12 12 (0.80%) Foundry
13 11 (0.73%) Alteryx
13 11 (0.73%) MuleSoft
13 11 (0.73%) Palantir
14 10 (0.66%) VMware