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

6 months to
26 Mar 2026
Same period 2025 Same period 2024
Rank 130 149 232
Rank change year-on-year +19 +83 -5
Permanent jobs citing Data Governance 1,229 836 1,126
As % of all permanent jobs in the UK 1.59% 2.04% 1.28%
As % of the Processes & Methodologies category 2.06% 2.18% 1.48%
Number of salaries quoted 795 550 689
10th Percentile £42,500 £48,975 £41,250
25th Percentile £56,250 £59,412 £52,325
Median annual salary (50th Percentile) £75,000 £82,500 £70,000
Median % change year-on-year -9.09% +17.86% +3.70%
75th Percentile £91,875 £110,000 £90,000
90th Percentile £107,500 £145,500 £107,500
UK excluding London median annual salary £65,000 £62,500 £59,556
% change year-on-year +4.00% +4.94% -4.71%

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 59,772 38,266 76,279
As % of all permanent jobs advertised in the UK 77.27% 93.41% 86.72%
Number of salaries quoted 36,377 22,223 57,143
10th Percentile £30,000 £31,250 £29,250
25th Percentile £40,000 £43,750 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -11.29%
75th Percentile £77,500 £80,000 £73,750
90th Percentile £97,500 £101,250 £93,750
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -8.42%

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 26 March 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 26 March 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 +28 1,112 £75,000 -11.76% 530
UK excluding London +26 589 £65,000 +4.00% 407
London +35 549 £82,500 -17.50% 215
Work from Home -14 365 £75,000 -16.67% 201
North of England +39 165 £63,076 +3.84% 86
South East -22 155 £62,500 +4.17% 138
Midlands +7 137 £63,500 +1.60% 61
West Midlands +29 113 £63,500 +1.60% 29
North West +37 87 £55,000 - 43
Yorkshire -11 65 £67,500 +11.12% 29
Scotland +7 52 £90,000 +10.77% 17
East of England +15 44 £97,500 +30.00% 47
South West -33 30 £70,752 +10.10% 51
East Midlands -29 23 £57,500 -2.13% 32
North East -17 13 £55,000 -12.00% 15
Wales -26 3 £39,511 -49.02% 9
Northern Ireland -31 3 £56,750 - 5

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
1 124 (10.09%) Apache Airflow
2 96 (7.81%) Apache Spark
3 49 (3.99%) Apache
4 31 (2.52%) SharePoint
5 11 (0.90%) Microsoft Exchange
5 11 (0.90%) Palantir Foundry
6 8 (0.65%) Confluence
7 7 (0.57%) SAS
8 3 (0.24%) Appian
8 3 (0.24%) Oracle Application Server
8 3 (0.24%) Oracle Workflow
9 2 (0.16%) Oracle SOA Suite
10 1 (0.081%) Jupyter
Applications
1 70 (5.70%) Microsoft Excel
2 15 (1.22%) MS Visio
3 14 (1.14%) Microsoft PowerPoint
4 9 (0.73%) Microsoft Office
5 4 (0.33%) Spreadsheet
6 1 (0.081%) Maya
6 1 (0.081%) Microsoft Project
Business Applications
1 21 (1.71%) SAP S/4HANA
2 15 (1.22%) SAP PM
3 14 (1.14%) Oracle ERP
4 13 (1.06%) Dynamics CRM
5 9 (0.73%) Salesforce CRM
6 5 (0.41%) SAP MDG
7 4 (0.33%) Maximo
7 4 (0.33%) SAP ERP
8 3 (0.24%) Dynamics GP
8 3 (0.24%) FLEXCUBE
8 3 (0.24%) Misys Opics
8 3 (0.24%) Raiser’s Edge
8 3 (0.24%) ResourceLink
8 3 (0.24%) SAP PP
8 3 (0.24%) Workday HCM
9 2 (0.16%) Aladdin
9 2 (0.16%) Oracle EBS
9 2 (0.16%) Oracle Payables
9 2 (0.16%) Oracle Receivables
9 2 (0.16%) Payment Gateway
Cloud Services
1 452 (36.78%) Azure
2 290 (23.60%) Power Platform
3 275 (22.38%) AWS
4 159 (12.94%) Snowflake
5 157 (12.77%) GCP
6 130 (10.58%) Azure Synapse Analytics
7 86 (7.00%) dbt
8 75 (6.10%) Azure Data Factory
9 72 (5.86%) Azure DevOps
10 64 (5.21%) Microsoft 365
11 62 (5.04%) Amazon S3
12 48 (3.91%) Microsoft Purview
13 43 (3.50%) Entra ID
14 40 (3.25%) SaaS
15 37 (3.01%) GitHub
16 35 (2.85%) OpenShift
17 31 (2.52%) Serverless
18 30 (2.44%) Collibra
19 29 (2.36%) Azure Machine Learning
20 27 (2.20%) Azure AI
Communications & Networking
1 14 (1.14%) CHAP
2 12 (0.98%) Broadband
3 6 (0.49%) VPN
4 4 (0.33%) 5G
4 4 (0.33%) DHCP
4 4 (0.33%) DNS
4 4 (0.33%) WAN
5 3 (0.24%) Firewall
5 3 (0.24%) NGN
5 3 (0.24%) Wi-Fi
6 2 (0.16%) Cisco IPT
6 2 (0.16%) Network Security
6 2 (0.16%) Tactical Data Link
7 1 (0.081%) 4G
7 1 (0.081%) Kerberos
Database & Business Intelligence
1 240 (19.53%) Power BI
2 224 (18.23%) Metadata
3 217 (17.66%) Data Warehouse
4 168 (13.67%) Data Lake
5 134 (10.90%) Tableau
6 64 (5.21%) Amazon Redshift
6 64 (5.21%) BigQuery
6 64 (5.21%) SQL Server
7 45 (3.66%) NoSQL
8 43 (3.50%) Relational Database
9 38 (3.09%) Looker
10 35 (2.85%) Big Data
11 34 (2.77%) Snowflake Schema
12 31 (2.52%) Delta Lake
12 31 (2.52%) Elasticsearch
12 31 (2.52%) Oracle Database
13 30 (2.44%) Apache Hive
13 30 (2.44%) Spark SQL
14 26 (2.12%) Azure SQL Database
15 25 (2.03%) Impala
Development Applications
1 71 (5.78%) Git
2 35 (2.85%) MLflow
3 25 (2.03%) IBM UrbanCode
4 22 (1.79%) ERwin
5 14 (1.14%) Jenkins
6 12 (0.98%) JIRA
7 11 (0.90%) Oracle Forms
8 10 (0.81%) ER Studio
9 9 (0.73%) PowerDesigner
10 2 (0.16%) GitLab
10 2 (0.16%) Jaeger
10 2 (0.16%) TestDirector
11 1 (0.081%) LSMW
11 1 (0.081%) RStudio
11 1 (0.081%) Sonatype Nexus
11 1 (0.081%) Visual Studio Code
General
1 477 (38.81%) Finance
2 451 (36.70%) Social Skills
3 308 (25.06%) Analytical Skills
4 90 (7.32%) Banking
5 75 (6.10%) Law
6 74 (6.02%) Legal
7 67 (5.45%) Public Sector
8 53 (4.31%) Inclusion and Diversity
9 46 (3.74%) Financial Institution
10 45 (3.66%) Influencing Skills
11 38 (3.09%) Manufacturing
12 37 (3.01%) Investment Banking
13 36 (2.93%) Marketing
14 34 (2.77%) Retail
15 19 (1.55%) Telecoms
16 15 (1.22%) Military
17 14 (1.14%) Publishing
18 13 (1.06%) Documentation Skills
19 12 (0.98%) Back Office
19 12 (0.98%) Organisational Skills
Job Titles
1 245 (19.93%) Architect
2 216 (17.58%) Senior
3 181 (14.73%) Data Architect
4 158 (12.86%) Data Engineer
5 150 (12.21%) Analyst
6 138 (11.23%) Lead
7 117 (9.52%) Data Manager
8 78 (6.35%) Data Analyst
9 48 (3.91%) Consultant
10 43 (3.50%) Governance Manager
10 43 (3.50%) Senior Manager
11 41 (3.34%) Data Governance Analyst
11 41 (3.34%) Data Governance Manager
12 40 (3.25%) Developer
13 38 (3.09%) Senior Data Engineer
14 36 (2.93%) Senior Architect
15 32 (2.60%) Azure Architect
16 31 (2.52%) Senior Analyst
17 30 (2.44%) Data Consultant
18 29 (2.36%) Business Analyst
Libraries, Frameworks & Software Standards
1 77 (6.27%) Kafka
2 66 (5.37%) PySpark
3 44 (3.58%) TensorFlow
4 42 (3.42%) PyTorch
5 32 (2.60%) LangChain
6 28 (2.28%) scikit-learn
7 26 (2.12%) JSON
8 23 (1.87%) LlamaIndex
8 23 (1.87%) pgvector
9 22 (1.79%) XML
10 19 (1.55%) SOAP
11 15 (1.22%) Middleware
11 15 (1.22%) Pandas
12 13 (1.06%) EDI
12 13 (1.06%) REST
13 12 (0.98%) RESTful
14 11 (0.90%) Keras
15 10 (0.81%) CSS
16 7 (0.57%) FpML
16 7 (0.57%) XML Schema
Miscellaneous
1 133 (10.82%) Management Information System
2 110 (8.95%) Cloud Native
3 66 (5.37%) Data Structures
4 37 (3.01%) Product Ownership
4 37 (3.01%) Public Cloud
5 33 (2.69%) Enterprise Software
5 33 (2.69%) Life Science
5 33 (2.69%) Low-Code
6 27 (2.20%) Reference Data
7 25 (2.03%) Distributed Systems
8 24 (1.95%) Taxonomies
9 23 (1.87%) Clustering
9 23 (1.87%) Legacy Systems
9 23 (1.87%) Self-Motivation
10 22 (1.79%) Analytical Mindset
11 20 (1.63%) e-Learning
12 17 (1.38%) Greenfield Project
12 17 (1.38%) Reinsurance
13 16 (1.30%) Blockchain
14 13 (1.06%) Onboarding
Operating Systems
1 18 (1.46%) Windows
2 8 (0.65%) Linux
2 8 (0.65%) Unix
3 5 (0.41%) Windows Server
4 2 (0.16%) AIX
Processes & Methodologies
1 551 (44.83%) Analytics
2 445 (36.21%) Data Modelling
3 351 (28.56%) AI
4 336 (27.34%) Business Intelligence
5 315 (25.63%) Data Engineering
6 303 (24.65%) Data Architecture
7 299 (24.33%) Agile
8 275 (22.38%) ETL
9 269 (21.89%) Data Management
10 259 (21.07%) Data Pipeline
11 245 (19.93%) Roadmaps
12 243 (19.77%) Decision-Making
13 228 (18.55%) Problem-Solving
14 221 (17.98%) CI/CD
15 217 (17.66%) Data Strategy
16 201 (16.35%) Continuous Improvement
17 197 (16.03%) Machine Learning
18 170 (13.83%) DevOps
18 170 (13.83%) Stakeholder Management
19 167 (13.59%) Mentoring
Programming Languages
1 459 (37.35%) SQL
2 349 (28.40%) Python
3 41 (3.34%) Java
4 26 (2.12%) JavaScript
4 26 (2.12%) Scala
5 25 (2.03%) Data Analysis Expressions
6 24 (1.95%) PL/SQL
7 23 (1.87%) C#
8 17 (1.38%) T-SQL
9 15 (1.22%) R
10 14 (1.14%) Bash
10 14 (1.14%) Shell Script
11 7 (0.57%) C++
12 6 (0.49%) PowerShell
13 4 (0.33%) ANSI SQL
13 4 (0.33%) TypeScript
14 3 (0.24%) Go
14 3 (0.24%) Groovy
15 2 (0.16%) Apex Code
15 2 (0.16%) SOQL
Qualifications
1 197 (16.03%) Degree
2 77 (6.27%) Security Cleared
3 55 (4.48%) Master's Degree
4 54 (4.39%) SC Cleared
5 46 (3.74%) Computer Science Degree
6 34 (2.77%) Azure Certification
7 32 (2.60%) AWS Certification
8 27 (2.20%) DBS Check
9 26 (2.12%) CISSP
10 23 (1.87%) CISA
11 22 (1.79%) TOGAF Certification
12 21 (1.71%) CISM
12 21 (1.71%) Microsoft Certification
13 17 (1.38%) AWS Certified Solutions Architect
14 16 (1.30%) SANS
15 15 (1.22%) CGEIT
15 15 (1.22%) FFIEC
16 14 (1.14%) DV Cleared
17 7 (0.57%) CITP
17 7 (0.57%) PhD
Quality Assurance & Compliance
1 458 (37.27%) Data Quality
2 221 (17.98%) GDPR
3 47 (3.82%) Accessibility
4 43 (3.50%) California Consumer Privacy Act
5 42 (3.42%) QA
6 35 (2.85%) ISO/IEC 27001
7 29 (2.36%) NIST
8 16 (1.30%) COBIT
8 16 (1.30%) HIPAA
9 14 (1.14%) Cyber Essentials
10 10 (0.81%) PERC
10 10 (0.81%) SLA
11 8 (0.65%) Actionable Recommendations
11 8 (0.65%) GRC
11 8 (0.65%) Solvency II
12 7 (0.57%) IFRS
13 6 (0.49%) Cyber Essentials PLUS
14 5 (0.41%) IFRS 17
14 5 (0.41%) PMO
14 5 (0.41%) SOC 2
System Software
1 35 (2.85%) Docker
2 29 (2.36%) Active Directory
3 17 (1.38%) Virtual Machines
4 3 (0.24%) HDFS
5 2 (0.16%) Virtual Desktop
6 1 (0.081%) Apache Flume
6 1 (0.081%) Firmware
6 1 (0.081%) Hyper-V
Systems Management
1 64 (5.21%) Terraform
2 31 (2.52%) Kubernetes
3 13 (1.06%) Single Sign-On
4 11 (0.90%) Microsoft Intune
5 8 (0.65%) Prometheus
6 6 (0.49%) Ansible
6 6 (0.49%) Grafana
7 4 (0.33%) Control-M
8 2 (0.16%) Thomson Reuters DACS
9 1 (0.081%) AirWatch
9 1 (0.081%) Computer Emergency Response Teams
9 1 (0.081%) RSA Archer
Vendors
1 232 (18.88%) Microsoft
2 216 (17.58%) Databricks
3 81 (6.59%) Oracle
4 73 (5.94%) SAP
5 51 (4.15%) Salesforce
6 44 (3.58%) Google
7 35 (2.85%) Dell
7 35 (2.85%) Informatica
8 25 (2.03%) Red Hat
9 23 (1.87%) Cloudera
10 22 (1.79%) Talend
11 17 (1.38%) Palantir
11 17 (1.38%) Workday
12 12 (0.98%) Foundry
12 12 (0.98%) OpenAI
13 10 (0.81%) Okta
14 8 (0.65%) NVIDIA
14 8 (0.65%) ServiceNow
14 8 (0.65%) Sparx
15 7 (0.57%) HubSpot