Data Extraction Job Trends in the UK excluding London

Data Extraction
UK > UK excluding London

The table below provides summary statistics and salary benchmarking for jobs advertised in the UK excluding London requiring Data Extraction skills. It covers permanent job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 465 501 495
Rank change year-on-year +36 -6 +193
Permanent jobs citing Data Extraction 52 79 56
As % of all permanent jobs in the UK excluding London 0.12% 0.21% 0.18%
As % of the Processes & Methodologies category 0.16% 0.24% 0.20%
Number of salaries quoted 40 34 38
10th Percentile £36,250 £25,000 £35,640
25th Percentile £38,000 £25,313 £38,875
Median annual salary (50th Percentile) £50,487 £50,000 £50,000
Median % change year-on-year +0.97% - +5.26%
75th Percentile £59,375 £63,750 £63,625
90th Percentile £68,500 £70,000 £65,375
UK median annual salary £55,000 £60,000 £58,750
% change year-on-year -8.33% +2.13% +21.60%

All Process & Methodology Skills
UK excluding London

Data Extraction 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 in the UK excluding London.

Permanent vacancies with a requirement for process or methodology skills 33,380 32,892 27,855
As % of all permanent jobs advertised in the UK excluding London 79.58% 88.28% 90.59%
Number of salaries quoted 19,063 15,104 20,736
10th Percentile £27,707 £31,250 £28,500
25th Percentile £32,755 £41,250 £38,500
Median annual salary (50th Percentile) £49,000 £55,000 £52,500
Median % change year-on-year -10.91% +4.76% -4.50%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £80,000 £83,750 £80,070
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Data Extraction
Job Vacancy Trend in the UK excluding London

Historical trend showing the proportion of permanent IT job postings citing Data Extraction relative to all permanent IT jobs advertised in the UK excluding London.

Data Extraction job vacancy trend in the UK excluding London

Data Extraction
Salary Trend in the UK excluding London

Salary distribution trend for jobs in the UK excluding London citing Data Extraction.

Salary distribution trend for jobs in the UK excluding London citing Data Extraction

Data Extraction
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Extraction in the UK excluding London over the 6 months to 1 January 2026.

Salary histogram for Data Extraction in the UK excluding London

Data Extraction
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the UK excluding London region over the 6 months to 1 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
South East +14 15 £57,500 -17.86% 11
North of England +17 12 £44,237 +0.40% 10
Midlands +28 10 £35,000 -44.00% 4
West Midlands +23 8 £35,000 -44.00% 1
North West +24 6 £55,000 +114.63% 7
East of England +20 6 £70,000 +51.35% 6
South West +9 6 £37,500 +46.34% 7
Yorkshire -10 6 £38,000 -39.20% 1
Scotland +3 3 £45,000 +77.78% 2
East Midlands - 2 - - 3
Data Extraction
UK

Data Extraction
Co-Occurring Skills & Capabilities in the UK excluding London 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:

Applications
1 21 (40.38%) Microsoft Excel
2 4 (7.69%) Spreadsheet
3 3 (5.77%) Microsoft Office
3 3 (5.77%) Microsoft PowerPoint
4 1 (1.92%) Microsoft Project
Business Applications
1 6 (11.54%) Dynamics NAV
Cloud Services
1 32 (61.54%) Power Platform
2 6 (11.54%) AWS
2 6 (11.54%) Dynamics 365
3 5 (9.62%) Azure
4 4 (7.69%) Boomi
4 4 (7.69%) Matillion
5 3 (5.77%) AWS KMS
6 2 (3.85%) Power Automate
7 1 (1.92%) Azure Data Factory
7 1 (1.92%) Azure DevOps
7 1 (1.92%) Azure Synapse Analytics
7 1 (1.92%) Microsoft 365
7 1 (1.92%) OCI
7 1 (1.92%) PowerApps
Communications & Networking
1 8 (15.38%) Intranet
Database & Business Intelligence
1 32 (61.54%) Power BI
2 9 (17.31%) Relational Database
2 9 (17.31%) SQL Server
3 6 (11.54%) Tableau
4 5 (9.62%) Data Warehouse
5 4 (7.69%) Pentaho
5 4 (7.69%) Snowflake Schema
6 3 (5.77%) Power Query
6 3 (5.77%) SQL Server Reporting Services
6 3 (5.77%) Star Schema
7 1 (1.92%) BusinessObjects Business Intelligence
7 1 (1.92%) Data Lake
7 1 (1.92%) MySQL
7 1 (1.92%) NoSQL
7 1 (1.92%) Oracle BI Publisher
7 1 (1.92%) Oracle Reports
7 1 (1.92%) SAP BW
7 1 (1.92%) SQL Server Integration Services
Development Applications
1 1 (1.92%) IDA Disassembler
1 1 (1.92%) JIRA
General
1 30 (57.69%) Social Skills
2 29 (55.77%) Analytical Skills
3 26 (50.00%) Finance
4 8 (15.38%) Manufacturing
5 6 (11.54%) Public Sector
6 4 (7.69%) Inclusion and Diversity
6 4 (7.69%) Law
6 4 (7.69%) Legal
7 3 (5.77%) Presentation Skills
7 3 (5.77%) Retail
8 1 (1.92%) Organisational Skills
Job Titles
1 27 (51.92%) Analyst
2 15 (28.85%) Data Analyst
3 11 (21.15%) Report Analyst
4 6 (11.54%) Developer
5 5 (9.62%) Applications Manager
6 4 (7.69%) ERP Manager
6 4 (7.69%) Operational Support Analyst
6 4 (7.69%) Operations Analyst
6 4 (7.69%) Operations Support Analyst
6 4 (7.69%) Senior
6 4 (7.69%) Senior Analyst
6 4 (7.69%) Support Analyst
7 3 (5.77%) Analyst Developer
7 3 (5.77%) Business Manager
7 3 (5.77%) Insight Analyst
7 3 (5.77%) Report Developer
7 3 (5.77%) Senior Data Analyst
8 2 (3.85%) CRM Analyst
8 2 (3.85%) Financial Analyst
8 2 (3.85%) Support Manager
Libraries, Frameworks & Software Standards
1 6 (11.54%) PySpark
2 1 (1.92%) .NET
2 1 (1.92%) Flash
Miscellaneous
1 9 (17.31%) Self-Motivation
2 7 (13.46%) Management Information System
3 5 (9.62%) Data Structures
4 4 (7.69%) Onboarding
5 2 (3.85%) Credit Risk
5 2 (3.85%) Housing Association
5 2 (3.85%) Low-Code
6 1 (1.92%) Cyber Threat
6 1 (1.92%) Linux Command Line
6 1 (1.92%) Social Media
Operating Systems
1 1 (1.92%) Linux
1 1 (1.92%) Windows
Processes & Methodologies
1 34 (65.38%) Business Intelligence
2 23 (44.23%) Problem-Solving
3 17 (32.69%) Analytics
3 17 (32.69%) Decision-Making
4 15 (28.85%) Continuous Improvement
5 10 (19.23%) ERP
5 10 (19.23%) ETL
6 9 (17.31%) Actionable Insight
6 9 (17.31%) Data Analysis
7 8 (15.38%) Data Management
8 6 (11.54%) Data Analytics
8 6 (11.54%) Data Visualisation
8 6 (11.54%) Process Improvement
8 6 (11.54%) Visualisation
9 5 (9.62%) CRM
9 5 (9.62%) Dashboard Development
9 5 (9.62%) Data Migration
9 5 (9.62%) Migration
9 5 (9.62%) Workflow
10 4 (7.69%) Data Engineering
Programming Languages
1 40 (76.92%) SQL
2 10 (19.23%) Python
3 2 (3.85%) C
4 1 (1.92%) C++
4 1 (1.92%) Data Analysis Expressions
4 1 (1.92%) VB.NET
Qualifications
1 11 (21.15%) Degree
2 9 (17.31%) Security Cleared
3 5 (9.62%) SC Cleared
4 3 (5.77%) DBS Check
5 2 (3.85%) Computer Science Degree
6 1 (1.92%) DV Cleared
6 1 (1.92%) Numerate Degree
6 1 (1.92%) PMI Certification
6 1 (1.92%) PMP
Quality Assurance & Compliance
1 18 (34.62%) Data Quality
2 4 (7.69%) GDPR
3 3 (5.77%) HIPAA
3 3 (5.77%) ISO/IEC 27001
3 3 (5.77%) NIST
3 3 (5.77%) Sarbanes-Oxley
4 1 (1.92%) P3O
4 1 (1.92%) PMO
Vendors
1 26 (50.00%) Microsoft
2 4 (7.69%) Alteryx
2 4 (7.69%) Informatica
2 4 (7.69%) MuleSoft
2 4 (7.69%) Talend
3 3 (5.77%) Databricks
3 3 (5.77%) ServiceNow
3 3 (5.77%) Teradata
4 2 (3.85%) Oracle
4 2 (3.85%) SAP
5 1 (1.92%) Cognos