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

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 132 197 210
Rank change year-on-year +65 +13 +35
Permanent jobs citing Data Governance 1,504 832 1,136
As % of all permanent jobs in the UK 1.47% 1.69% 1.30%
As % of the Processes & Methodologies category 1.99% 1.88% 1.60%
Number of salaries quoted 983 466 673
10th Percentile £42,500 £45,750 £41,250
25th Percentile £55,000 £55,808 £54,000
Median annual salary (50th Percentile) £70,000 £71,250 £70,000
Median % change year-on-year -1.75% +1.79% +3.70%
75th Percentile £90,000 £100,000 £87,500
90th Percentile £111,000 £120,750 £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 75,424 44,229 70,800
As % of all permanent jobs advertised in the UK 73.68% 89.64% 81.30%
Number of salaries quoted 51,991 25,065 47,390
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
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 £73,750
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 30 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 30 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 +57 1,340 £70,782 -5.62% 634
UK excluding London +53 781 £67,000 +11.67% 383
London +44 621 £82,500 -10.81% 346
Work from Home +109 472 £75,000 +10.29% 280
North of England +106 265 £60,000 -1.22% 113
Midlands +43 164 £62,500 +4.17% 52
South East -65 153 £70,000 +7.69% 109
North West +73 134 £50,000 -7.41% 54
West Midlands +36 117 £62,500 +8.29% 32
Yorkshire +29 87 £70,932 +5.08% 41
Northern Ireland - 57 £45,000 - 13
East of England 0 52 £71,000 +24.56% 22
East Midlands +10 46 £65,000 +8.33% 20
South West -45 46 £70,752 +17.92% 55
North East -8 44 £67,500 +40.63% 18
Scotland +27 27 £78,250 +47.64% 13
Wales -45 17 £65,000 +8.33% 9

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 (7.51%) Apache Airflow
2 95 (6.32%) Apache Spark
3 64 (4.26%) Apache
4 32 (2.13%) SharePoint
5 19 (1.26%) Microsoft Exchange
6 9 (0.60%) Confluence
7 7 (0.47%) 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 68 (4.52%) Microsoft Excel
2 19 (1.26%) MS Visio
3 14 (0.93%) Microsoft Office
4 11 (0.73%) Microsoft PowerPoint
5 4 (0.27%) Spreadsheet
6 3 (0.20%) Microsoft Project
7 2 (0.13%) Chatbot
Business Applications
1 44 (2.93%) SAP S/4HANA
2 25 (1.66%) SAP MDG
3 20 (1.33%) Dynamics CRM
4 19 (1.26%) SAP PM
5 8 (0.53%) SAP ERP
6 7 (0.47%) SAP MDG-BP
7 6 (0.40%) NetSuite
7 6 (0.40%) 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 (0.066%) Raiser’s Edge
Cloud Services
1 482 (32.05%) Azure
2 336 (22.34%) Power Platform
3 289 (19.22%) AWS
4 195 (12.97%) GCP
5 178 (11.84%) Snowflake
6 149 (9.91%) Azure Synapse Analytics
7 117 (7.78%) Microsoft Purview
8 96 (6.38%) Azure Data Factory
9 89 (5.92%) dbt
10 78 (5.19%) Microsoft 365
11 69 (4.59%) Azure Machine Learning
12 68 (4.52%) Azure AI
13 63 (4.19%) SaaS
14 58 (3.86%) Amazon S3
15 50 (3.32%) Azure DevOps
16 41 (2.73%) Collibra
17 38 (2.53%) Serverless
18 27 (1.80%) Dynamics 365
19 26 (1.73%) Azure Logic Apps
20 25 (1.66%) OpenShift
Communications & Networking
1 11 (0.73%) Broadband
2 10 (0.66%) Firewall
3 9 (0.60%) DHCP
3 9 (0.60%) DNS
4 7 (0.47%) SMS
5 5 (0.33%) CHAP
5 5 (0.33%) Network Security
5 5 (0.33%) WAN
6 4 (0.27%) NGN
7 2 (0.13%) 4G
7 2 (0.13%) 5G
7 2 (0.13%) Cisco IPT
8 1 (0.066%) GoToMeeting
8 1 (0.066%) HTTP
8 1 (0.066%) Intranet
8 1 (0.066%) LAN
8 1 (0.066%) VPN
Database & Business Intelligence
1 307 (20.41%) Power BI
2 216 (14.36%) Data Warehouse
3 195 (12.97%) Metadata
4 187 (12.43%) Tableau
5 185 (12.30%) Data Lake
6 88 (5.85%) SQL Server
7 74 (4.92%) BigQuery
8 61 (4.06%) Amazon Redshift
9 57 (3.79%) Relational Database
10 45 (2.99%) Spark SQL
11 42 (2.79%) NoSQL
12 40 (2.66%) Azure SQL Database
13 38 (2.53%) Delta Lake
14 36 (2.39%) Looker
15 30 (1.99%) Snowflake Schema
16 29 (1.93%) Elasticsearch
16 29 (1.93%) PostgreSQL
17 28 (1.86%) MongoDB
17 28 (1.86%) Oracle Database
18 27 (1.80%) Parquet
Development Applications
1 73 (4.85%) Git
2 29 (1.93%) JIRA
3 28 (1.86%) MLflow
4 25 (1.66%) IBM UrbanCode
5 16 (1.06%) ERwin
6 11 (0.73%) Jenkins
7 6 (0.40%) GitLab
8 5 (0.33%) Toad
9 4 (0.27%) Claude Code
10 3 (0.20%) Bitbucket
10 3 (0.20%) Visual Studio Code
11 2 (0.13%) Jaeger
11 2 (0.13%) rollup.js
11 2 (0.13%) VSS/SourceSafe
12 1 (0.066%) Cucumber
12 1 (0.066%) ER Studio
12 1 (0.066%) JUnit
12 1 (0.066%) Oracle Forms
12 1 (0.066%) PowerDesigner
12 1 (0.066%) Sonatype Nexus
General
1 531 (35.31%) Finance
2 489 (32.51%) Social Skills
3 406 (26.99%) Analytical Skills
4 143 (9.51%) Legal
5 123 (8.18%) Law
6 102 (6.78%) Inclusion and Diversity
7 86 (5.72%) Public Sector
8 69 (4.59%) Influencing Skills
9 67 (4.45%) Banking
10 60 (3.99%) Retail
11 57 (3.79%) Manufacturing
12 46 (3.06%) Marketing
13 44 (2.93%) Legal Technology
14 42 (2.79%) Telecoms
15 38 (2.53%) Financial Institution
16 34 (2.26%) Military
17 29 (1.93%) Back Office
18 28 (1.86%) Investment Banking
19 22 (1.46%) Organisational Skills
20 21 (1.40%) Advertising
Job Titles
1 287 (19.08%) Architect
1 287 (19.08%) Senior
2 234 (15.56%) Data Architect
3 210 (13.96%) Data Engineer
4 197 (13.10%) Analyst
5 175 (11.64%) Data Manager
6 168 (11.17%) Lead
7 87 (5.78%) Governance Manager
8 83 (5.52%) Data Governance Analyst
8 83 (5.52%) Data Governance Manager
8 83 (5.52%) Developer
9 74 (4.92%) Consultant
10 72 (4.79%) Data Analyst
11 58 (3.86%) Senior Developer
12 50 (3.32%) Senior Data Engineer
13 48 (3.19%) Senior Architect
14 47 (3.13%) Data Consultant
15 41 (2.73%) Business Analyst
15 41 (2.73%) Senior Manager
16 39 (2.59%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 79 (5.25%) PySpark
2 77 (5.12%) Kafka
3 57 (3.79%) .NET
4 33 (2.19%) PyTorch
5 32 (2.13%) LangChain
5 32 (2.13%) TensorFlow
6 29 (1.93%) REST
7 24 (1.60%) JSON
7 24 (1.60%) Middleware
7 24 (1.60%) scikit-learn
8 23 (1.53%) LlamaIndex
8 23 (1.53%) pgvector
9 18 (1.20%) XML
10 15 (1.00%) CSS
11 14 (0.93%) Pandas
12 12 (0.80%) HTML
13 10 (0.66%) ARM Templates
14 8 (0.53%) Apache NiFi
14 8 (0.53%) FIX Protocol
15 7 (0.47%) Oracle Fusion
Miscellaneous
1 116 (7.71%) Cloud Native
2 80 (5.32%) Product Ownership
3 78 (5.19%) Management Information System
4 65 (4.32%) Data Structures
5 40 (2.66%) Onboarding
6 38 (2.53%) Analytical Mindset
7 31 (2.06%) Legacy Systems
8 29 (1.93%) Public Cloud
9 28 (1.86%) Distributed Systems
9 28 (1.86%) Greenfield Project
10 26 (1.73%) Clustering
10 26 (1.73%) Reference Data
11 24 (1.60%) AI Agents
12 21 (1.40%) Self-Motivation
13 20 (1.33%) NHS
14 17 (1.13%) Data Protection Act
14 17 (1.13%) Security Posture
15 16 (1.06%) Life Science
16 15 (1.00%) Replication
17 14 (0.93%) e-Learning
Operating Systems
1 14 (0.93%) Windows
2 9 (0.60%) Windows Server
3 2 (0.13%) AIX
3 2 (0.13%) Linux
3 2 (0.13%) Unix
4 1 (0.066%) Android
4 1 (0.066%) Apple iOS
4 1 (0.066%) Mac OS
Processes & Methodologies
1 571 (37.97%) Analytics
2 544 (36.17%) Data Modelling
3 497 (33.05%) AI
4 436 (28.99%) Data Engineering
5 401 (26.66%) Business Intelligence
6 399 (26.53%) Agile
7 372 (24.73%) Data Architecture
8 347 (23.07%) Roadmaps
9 340 (22.61%) Decision-Making
10 321 (21.34%) Problem-Solving
11 315 (20.94%) ETL
12 305 (20.28%) Data Pipeline
13 303 (20.15%) Continuous Improvement
14 289 (19.22%) CI/CD
15 254 (16.89%) Machine Learning
16 243 (16.16%) Data Strategy
17 240 (15.96%) Stakeholder Management
18 228 (15.16%) Data Management
19 205 (13.63%) Stakeholder Engagement
20 180 (11.97%) Migration
Programming Languages
1 574 (38.16%) SQL
2 380 (25.27%) Python
3 69 (4.59%) C#
4 36 (2.39%) Java
5 34 (2.26%) Data Analysis Expressions
6 22 (1.46%) Scala
7 19 (1.26%) R
8 18 (1.20%) JavaScript
9 15 (1.00%) PowerShell
10 9 (0.60%) T-SQL
11 8 (0.53%) Groovy
11 8 (0.53%) PL/SQL
12 6 (0.40%) C++
13 5 (0.33%) ABAP
13 5 (0.33%) SPARQL
14 4 (0.27%) Bicep
14 4 (0.27%) SHACL
15 3 (0.20%) TypeScript
16 2 (0.13%) Bash
16 2 (0.13%) Go
Qualifications
1 150 (9.97%) Degree
2 102 (6.78%) Security Cleared
3 68 (4.52%) SC Cleared
4 35 (2.33%) Azure Certification
5 30 (1.99%) Computer Science Degree
6 23 (1.53%) ACCA
6 23 (1.53%) CIMA
6 23 (1.53%) DV Cleared
7 20 (1.33%) Microsoft Certification
8 18 (1.20%) BPSS Clearance
9 17 (1.13%) DBS Check
10 16 (1.06%) AWS Certification
11 15 (1.00%) CISSP
12 13 (0.86%) CISM
13 12 (0.80%) Master's Degree
13 12 (0.80%) TOGAF Certification
14 9 (0.60%) CIPD
14 9 (0.60%) CISA
15 8 (0.53%) CompTIA Security+
15 8 (0.53%) SSCP
Quality Assurance & Compliance
1 533 (35.44%) Data Quality
2 248 (16.49%) GDPR
3 94 (6.25%) QA
4 51 (3.39%) Accessibility
4 51 (3.39%) California Consumer Privacy Act
5 26 (1.73%) ISO/IEC 27001
6 22 (1.46%) PERC
7 19 (1.26%) PMO
8 18 (1.20%) NIST
9 15 (1.00%) HIPAA
10 12 (0.80%) GRC
11 8 (0.53%) SOC 2
12 7 (0.47%) COBIT
12 7 (0.47%) ISO 19650
12 7 (0.47%) 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 (0.27%) SLA
System Software
1 56 (3.72%) Virtual Machines
2 45 (2.99%) Docker
3 17 (1.13%) 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 66 (4.39%) Terraform
2 32 (2.13%) Kubernetes
3 12 (0.80%) Grafana
4 7 (0.47%) Prometheus
5 5 (0.33%) Ansible
6 3 (0.20%) Single Sign-On
7 2 (0.13%) Thomson Reuters DACS
8 1 (0.066%) CASB
8 1 (0.066%) Jamf Pro
8 1 (0.066%) NetBackup
Vendors
1 324 (21.54%) Microsoft
2 294 (19.55%) Databricks
3 122 (8.11%) SAP
4 75 (4.99%) Salesforce
5 71 (4.72%) Google
6 63 (4.19%) Oracle
7 52 (3.46%) Informatica
8 25 (1.66%) Red Hat
9 24 (1.60%) Cloudera
10 23 (1.53%) Dell
11 20 (1.33%) Sage
12 18 (1.20%) ServiceNow
13 17 (1.13%) Salesforce Marketing Cloud
14 15 (1.00%) Talend
15 13 (0.86%) OpenAI
16 12 (0.80%) Palantir
17 11 (0.73%) Workday
18 10 (0.66%) Foundry
18 10 (0.66%) VMware
19 8 (0.53%) Ariba