Metadata Job Trends

Metadata
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Metadata skills. It covers permanent job vacancies from the 6 months leading up to 15 January 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Jan 2026
Same period 2025 Same period 2024
Rank 332 533 393
Rank change year-on-year +201 -140 +120
Permanent jobs citing Metadata 360 178 352
As % of all permanent jobs in the UK 0.60% 0.33% 0.63%
As % of the Database & Business Intelligence category 5.51% 1.87% 3.08%
Number of salaries quoted 183 83 171
10th Percentile £41,940 £45,088 £47,500
25th Percentile £49,750 £48,907 £55,500
Median annual salary (50th Percentile) £67,500 £62,500 £72,500
Median % change year-on-year +8.00% -13.79% +7.41%
75th Percentile £87,500 £87,500 £90,000
90th Percentile £100,000 £100,000 £97,163
UK excluding London median annual salary £64,350 £66,250 £65,000
% change year-on-year -2.87% +1.92% +2.36%

All Database & Business Intelligence Skills
UK

Metadata falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 6,534 9,544 11,428
As % of all permanent jobs advertised in the UK 10.84% 17.81% 20.61%
Number of salaries quoted 4,174 5,332 8,863
10th Percentile £35,000 £37,500 £36,250
25th Percentile £43,469 £47,500 £45,500
Median annual salary (50th Percentile) £60,000 £64,500 £60,000
Median % change year-on-year -6.98% +7.50% -4.00%
75th Percentile £80,000 £85,000 £77,715
90th Percentile £100,000 £114,223 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% -4.55%

Metadata
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Metadata relative to all permanent IT jobs advertised.

Metadata job vacancy trend in the UK

Metadata
Salary Trend

Salary distribution trend for jobs in the UK citing Metadata.

Salary distribution trend for jobs in the UK citing Metadata

Metadata
Salary Histogram

Salary distribution for jobs citing Metadata over the 6 months to 15 January 2026.

Salary histogram for Metadata in the UK

Metadata
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Metadata within the UK over the 6 months to 15 January 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 +194 331 £67,500 +3.85% 240
UK excluding London +163 194 £64,350 -2.87% 225
London +111 157 £80,000 +28.00% 61
Work from Home +125 107 £77,500 +11.83% 76
South East +81 65 £49,000 -0.97% 77
North of England +36 50 £74,216 -12.69% 44
Yorkshire +10 34 £79,000 +34.16% 20
Midlands +37 31 £67,500 +5.88% 31
Scotland +21 20 £60,000 - 13
West Midlands +25 19 £67,500 +8.00% 14
South West +15 18 £60,850 -6.38% 24
East Midlands -1 12 £55,000 -35.29% 17
North West +23 11 £53,000 -47.00% 16
East of England - 8 £65,000 - 27
North East +13 5 £65,466 -22.98% 8
Northern Ireland - 2 - - 3

Metadata
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 17 (4.72%) SharePoint
2 14 (3.89%) Apache Airflow
2 14 (3.89%) Apache Spark
3 7 (1.94%) Apache
3 7 (1.94%) CMS
4 5 (1.39%) Confluence
5 2 (0.56%) Drupal
5 2 (0.56%) EPiServer
5 2 (0.56%) nginx
5 2 (0.56%) Umbraco
6 1 (0.28%) Adobe Experience Manager
6 1 (0.28%) Apache Superset
6 1 (0.28%) SAS
6 1 (0.28%) WordPress
Applications
1 16 (4.44%) Microsoft Excel
2 10 (2.78%) Microsoft Office
3 6 (1.67%) AutoCAD
4 2 (0.56%) Photoshop
5 1 (0.28%) Acrobat
5 1 (0.28%) Microsoft PowerPoint
5 1 (0.28%) MS Visio
5 1 (0.28%) Oracle Smart View
Business Applications
1 7 (1.94%) SAP S/4HANA
2 2 (0.56%) Sparx Enterprise Architect
3 1 (0.28%) Cognos Business Intelligence
3 1 (0.28%) Cognos Controller
3 1 (0.28%) HFM
3 1 (0.28%) NetSuite
3 1 (0.28%) Relativity
Cloud Services
1 129 (35.83%) Azure
2 90 (25.00%) AWS
3 61 (16.94%) GCP
4 50 (13.89%) Power Platform
5 29 (8.06%) Azure Data Factory
6 26 (7.22%) Snowflake
7 21 (5.83%) Azure Synapse Analytics
8 19 (5.28%) Amazon S3
9 17 (4.72%) GitHub
9 17 (4.72%) Microsoft Purview
10 13 (3.61%) Azure DevOps
11 11 (3.06%) Collibra
12 10 (2.78%) H2O.ai
12 10 (2.78%) Microsoft 365
12 10 (2.78%) OpenShift
13 9 (2.50%) dbt
13 9 (2.50%) Veeva
14 8 (2.22%) Amazon Kinesis
14 8 (2.22%) Google Analytics
14 8 (2.22%) Serverless
Communications & Networking
1 7 (1.94%) WebEx
2 2 (0.56%) BGP
2 2 (0.56%) Broadband
2 2 (0.56%) Cisco Nexus
2 2 (0.56%) Firewall
2 2 (0.56%) Intranet
2 2 (0.56%) MQTT
2 2 (0.56%) OSPF
2 2 (0.56%) Reverse Proxy
2 2 (0.56%) RTMP
2 2 (0.56%) TCP/IP
2 2 (0.56%) VLAN
2 2 (0.56%) VPN
2 2 (0.56%) WAN
2 2 (0.56%) Wi-Fi
2 2 (0.56%) Wireless
3 1 (0.28%) Internet
3 1 (0.28%) Kerberos
Database & Business Intelligence
1 81 (22.50%) Data Lake
2 68 (18.89%) Data Warehouse
3 41 (11.39%) Power BI
4 38 (10.56%) Tableau
5 23 (6.39%) NoSQL
5 23 (6.39%) Relational Database
6 21 (5.83%) Amazon Redshift
6 21 (5.83%) SQL Server
7 18 (5.00%) Data Vault
8 15 (4.17%) BigQuery
9 13 (3.61%) Oracle Database
10 12 (3.33%) Geospatial Data
11 11 (3.06%) Big Data
11 11 (3.06%) Delta Lake
12 10 (2.78%) Amazon Athena
13 9 (2.50%) Amazon QuickSight
13 9 (2.50%) DynamoDB
13 9 (2.50%) Metadata Repository
14 8 (2.22%) Hadoop
15 7 (1.94%) Looker
Development Applications
1 13 (3.61%) Git
2 10 (2.78%) JIRA
3 9 (2.50%) ERwin
4 8 (2.22%) ER Studio
4 8 (2.22%) PowerDesigner
5 3 (0.83%) Jenkins
5 3 (0.83%) MLflow
5 3 (0.83%) Oracle Forms
6 2 (0.56%) GitLab
6 2 (0.56%) Grunt
6 2 (0.56%) gulp
6 2 (0.56%) Jaeger
6 2 (0.56%) Sonatype Nexus
6 2 (0.56%) webpack
7 1 (0.28%) Bitbucket
7 1 (0.28%) Browser DevTools
General
1 149 (41.39%) Social Skills
2 122 (33.89%) Finance
3 111 (30.83%) Analytical Skills
4 46 (12.78%) Banking
5 40 (11.11%) Inclusion and Diversity
6 32 (8.89%) Public Sector
7 31 (8.61%) Legal
8 30 (8.33%) Retail Banking
9 27 (7.50%) Financial Institution
10 22 (6.11%) Law
11 19 (5.28%) Organisational Skills
12 18 (5.00%) Manufacturing
13 17 (4.72%) Marketing
14 10 (2.78%) Documentation Skills
14 10 (2.78%) Retail
15 7 (1.94%) Publishing
16 5 (1.39%) Telecoms
17 4 (1.11%) Electronics
18 2 (0.56%) Agriculture
18 2 (0.56%) Music Industry
Job Titles
1 98 (27.22%) Architect
2 90 (25.00%) Data Architect
3 58 (16.11%) Data Engineer
4 52 (14.44%) Senior
5 48 (13.33%) Lead
6 42 (11.67%) Analyst
7 38 (10.56%) Data Manager
8 19 (5.28%) Data Analyst
9 14 (3.89%) Senior Manager
10 13 (3.61%) Data Steward
11 12 (3.33%) Lead Data Engineer
11 12 (3.33%) Senior Data Engineer
12 11 (3.06%) Coordinator
12 11 (3.06%) Data Coordinator
13 8 (2.22%) Consultant
13 8 (2.22%) Governance Manager
13 8 (2.22%) Senior Analyst
14 7 (1.94%) Data Governance Manager
14 7 (1.94%) Governance Analyst
14 7 (1.94%) Senior Architect
Libraries, Frameworks & Software Standards
1 20 (5.56%) PySpark
2 18 (5.00%) Kafka
3 10 (2.78%) FHIR
3 10 (2.78%) Keras
3 10 (2.78%) PyTorch
3 10 (2.78%) REST
3 10 (2.78%) TensorFlow
4 6 (1.67%) HTML
4 6 (1.67%) JSON
5 5 (1.39%) CSS
5 5 (1.39%) Oracle Fusion
5 5 (1.39%) XML
6 4 (1.11%) Pandas
7 3 (0.83%) EDI
7 3 (0.83%) FastAPI
7 3 (0.83%) SPFx
8 2 (0.56%) ARM Templates
8 2 (0.56%) Keycloak
8 2 (0.56%) Redux
8 2 (0.56%) SOAP
Miscellaneous
1 51 (14.17%) Management Information System
2 33 (9.17%) Life Science
3 23 (6.39%) Product Ownership
4 20 (5.56%) Reference Data
5 19 (5.28%) Data Structures
6 17 (4.72%) Algorithms
7 16 (4.44%) Cloud Native
8 14 (3.89%) Taxonomies
9 13 (3.61%) Legacy Systems
10 12 (3.33%) Self-Motivation
11 10 (2.78%) Data Centre
11 10 (2.78%) Omics
12 9 (2.50%) Biopharmaceutical
13 8 (2.22%) FMCG
13 8 (2.22%) Onboarding
13 8 (2.22%) Renewable Energy
14 7 (1.94%) e-Learning
14 7 (1.94%) iPhone
14 7 (1.94%) Semantic Web
15 6 (1.67%) Blog
Operating Systems
1 8 (2.22%) Windows
2 7 (1.94%) Android
2 7 (1.94%) Windows 10
3 2 (0.56%) Unix
Processes & Methodologies
1 203 (56.39%) Data Governance
2 179 (49.72%) Metadata Management
3 171 (47.50%) Data Modelling
4 159 (44.17%) Analytics
5 149 (41.39%) Data Management
6 148 (41.11%) Data Architecture
7 90 (25.00%) Data Pipeline
7 90 (25.00%) Data Strategy
8 87 (24.17%) Agile
9 86 (23.89%) ETL
10 85 (23.61%) Business Intelligence
11 74 (20.56%) Data Engineering
12 72 (20.00%) Master Data Management
13 69 (19.17%) AI
14 65 (18.06%) Decision-Making
15 63 (17.50%) DevOps
15 63 (17.50%) Problem-Solving
16 56 (15.56%) Migration
17 54 (15.00%) CI/CD
17 54 (15.00%) Logical Data Model
Programming Languages
1 101 (28.06%) SQL
2 76 (21.11%) Python
3 15 (4.17%) Scala
4 14 (3.89%) T-SQL
5 6 (1.67%) Bash
5 6 (1.67%) PowerShell
6 5 (1.39%) Java
6 5 (1.39%) JavaScript
7 3 (0.83%) R
8 2 (0.56%) Bicep
8 2 (0.56%) C#
8 2 (0.56%) SHACL
9 1 (0.28%) Apex Code
9 1 (0.28%) C++
9 1 (0.28%) Data Analysis Expressions
9 1 (0.28%) PL/SQL
9 1 (0.28%) SPARQL
Qualifications
1 96 (26.67%) Degree
2 41 (11.39%) Master's Degree
3 33 (9.17%) Azure Certification
4 30 (8.33%) AWS Certification
5 27 (7.50%) Computer Science Degree
6 23 (6.39%) Security Cleared
7 21 (5.83%) SC Cleared
8 14 (3.89%) Microsoft Certification
9 12 (3.33%) CISSP
10 11 (3.06%) MCSE
10 11 (3.06%) OCP
10 11 (3.06%) Oracle Certification
11 10 (2.78%) PhD
12 6 (1.67%) DBS Check
13 4 (1.11%) ISTQB
13 4 (1.11%) SnowPro
14 3 (0.83%) DV Cleared
14 3 (0.83%) PMI Certification
14 3 (0.83%) PMP
14 3 (0.83%) SAP Certification
Quality Assurance & Compliance
1 159 (44.17%) Data Quality
2 35 (9.72%) Accessibility
3 33 (9.17%) GDPR
4 23 (6.39%) QA
5 10 (2.78%) CDISC
5 10 (2.78%) GxP
5 10 (2.78%) HL7
6 3 (0.83%) California Consumer Privacy Act
7 2 (0.56%) IFRS
7 2 (0.56%) IFRS 17
7 2 (0.56%) ISO/IEC 27001
7 2 (0.56%) PCI DSS
7 2 (0.56%) Solvency II
8 1 (0.28%) Cyber Essentials
8 1 (0.28%) Cyber Essentials PLUS
8 1 (0.28%) FATCA
8 1 (0.28%) HIPAA
8 1 (0.28%) Sarbanes-Oxley
8 1 (0.28%) SLA
System Software
1 4 (1.11%) Docker
2 2 (0.56%) NFS
3 1 (0.28%) Active Directory
Systems Management
1 19 (5.28%) Terraform
2 7 (1.94%) Kubernetes
3 4 (1.11%) Control-M
4 3 (0.83%) Microsoft Intune
5 2 (0.56%) Ansible
5 2 (0.56%) Argo
5 2 (0.56%) Grafana
5 2 (0.56%) Prometheus
6 1 (0.28%) Kibana
Vendors
1 85 (23.61%) Microsoft
2 56 (15.56%) Databricks
3 24 (6.67%) Google
4 23 (6.39%) Oracle
5 15 (4.17%) SAP
6 13 (3.61%) Informatica
7 10 (2.78%) Dell
7 10 (2.78%) IBM
7 10 (2.78%) NVIDIA
8 9 (2.50%) Cisco
9 7 (1.94%) Adobe
9 7 (1.94%) iManage
9 7 (1.94%) Talend
10 6 (1.67%) ESRI
11 4 (1.11%) Ahrefs
11 4 (1.11%) ServiceNow
12 3 (0.83%) Avid
12 3 (0.83%) Salesforce
12 3 (0.83%) Screaming Frog
12 3 (0.83%) TIBCO