Data Extraction Contracts in the UK excluding London

Data Extraction
UK > UK excluding London

The table below provides summary statistics for contract job vacancies advertised in the UK excluding London requiring Data Extraction skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Extraction over the 6 months leading up to 19 May 2025, comparing them to the same period in the previous two years.

6 months to
19 May 2025
Same period 2024 Same period 2023
Rank 275 308 386
Rank change year-on-year +33 +78 +4
Contract jobs citing Data Extraction 60 77 52
As % of all contract jobs advertised in the UK excluding London 0.46% 0.38% 0.23%
As % of the Processes & Methodologies category 0.51% 0.45% 0.25%
Number of daily rates quoted 38 43 36
10th Percentile £350 £330 £231
25th Percentile £378 £358 £275
Median daily rate (50th Percentile) £431 £450 £538
Median % change year-on-year -4.17% -16.36% +19.82%
75th Percentile £525 £519 £540
90th Percentile £604 £600 £545
UK median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 0 6 0
Median hourly rate - £42.50 -
UK median hourly rate - £42.50 -

All Process and 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 contract job vacancies requiring process or methodology skills in the UK excluding London.

Contract vacancies with a requirement for process or methodology skills 11,711 17,111 20,579
As % of all contract IT jobs advertised in the UK excluding London 90.54% 84.30% 89.45%
Number of daily rates quoted 7,292 10,219 14,183
10th Percentile £235 £250 £258
25th Percentile £375 £381 £400
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +4.17%
75th Percentile £580 £600 £600
90th Percentile £651 £688 £688
UK median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% +3.77%
Number of hourly rates quoted 850 2,064 1,254
10th Percentile £14.02 £12.35 £10.63
25th Percentile £17.08 £15.25 £15.25
Median hourly rate £25.15 £37.50 £35.00
Median % change year-on-year -32.93% +7.14% +75.00%
75th Percentile £63.40 £61.30 £65.00
90th Percentile £75.00 £72.50 £73.74
UK median hourly rate £28.00 £36.05 £36.00
% change year-on-year -22.32% +0.13% +40.19%

Data Extraction
Job Vacancy Trend in the UK excluding London

Job postings citing Data Extraction as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Data Extraction in the UK excluding London

Data Extraction
Contractor Daily Rate Trend in the UK excluding London

3-month moving average daily rate quoted in jobs citing Data Extraction in the UK excluding London.

Daily rate trend for Data Extraction in the UK excluding London

Data Extraction
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing Data Extraction in the UK excluding London over the 6 months to 19 May 2025.

Daily rate histogram for Data Extraction in the UK excluding London

Data Extraction
Contractor Hourly Rate Trend in the UK excluding London

3-month moving average hourly rates quoted in jobs citing Data Extraction in the UK excluding London.

Hourly rate trend for Data Extraction in the UK excluding London

Data Extraction
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Extraction within the UK excluding London region over the 6 months to 19 May 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
North of England +5 13 £500 +8.11% 35
Midlands +6 12 £425 +18.72% 32
South West +50 11 £350 - 11
South East +36 11 £450 -5.26% 30
Scotland +9 9 £431 -6.76% 4
West Midlands -10 8 £425 +18.72% 17
Yorkshire +9 7 £463 -2.63% 15
North West +10 6 £500 +25.00% 18
East Midlands +13 4 £326 - 15
East of England +17 2 £605 +9.91% 7
Northern Ireland - 2 £400 - 6
Wales +1 1 £363 - 2
Data Extraction
UK

Data Extraction
Co-occurring Skills and Capabilities in the UK excluding London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (11.67%) SAS
2 2 (3.33%) Apache Spark
2 2 (3.33%) Tomcat
3 1 (1.67%) Apache
3 1 (1.67%) Apache Airflow
3 1 (1.67%) SharePoint
Applications
1 8 (13.33%) Microsoft Excel
2 2 (3.33%) Microsoft Office
2 2 (3.33%) Microsoft PowerPoint
3 1 (1.67%) CATIA
Business Applications
1 1 (1.67%) NetSuite
1 1 (1.67%) Oracle EBS
1 1 (1.67%) SAP IS-U
1 1 (1.67%) SAP S/4HANA
1 1 (1.67%) Shopify
Cloud Services
1 17 (28.33%) Power Platform
2 15 (25.00%) AWS
3 12 (20.00%) Azure
4 8 (13.33%) GCP
5 7 (11.67%) Adobe Analytics
6 5 (8.33%) OCI
6 5 (8.33%) PowerApps
6 5 (8.33%) SaaS
7 3 (5.00%) Amazon S3
7 3 (5.00%) AWS CodePipeline
7 3 (5.00%) Power Automate
7 3 (5.00%) Snowflake
8 2 (3.33%) AWS CloudFormation
8 2 (3.33%) AWS Lambda
8 2 (3.33%) AWS Step Functions
8 2 (3.33%) Dynamics 365
8 2 (3.33%) Google Analytics
8 2 (3.33%) Serverless
9 1 (1.67%) Amazon MSK
9 1 (1.67%) Google Tag Manager
Communications & Networking
1 4 (6.67%) Network Security
1 4 (6.67%) VPN
2 2 (3.33%) HTTP
Database & Business Intelligence
1 14 (23.33%) Power BI
2 12 (20.00%) Data Warehouse
3 10 (16.67%) Relational Database
4 6 (10.00%) Tableau
5 5 (8.33%) Data Lake
6 4 (6.67%) Amazon RDS
6 4 (6.67%) Oracle BI Publisher
6 4 (6.67%) Oracle Reports
6 4 (6.67%) SQL Server
7 3 (5.00%) Big Data
7 3 (5.00%) MongoDB
7 3 (5.00%) PostgreSQL
8 2 (3.33%) Hadoop
8 2 (3.33%) MySQL
8 2 (3.33%) Power Query
8 2 (3.33%) SAP Data Services
8 2 (3.33%) SQL Server Integration Services
8 2 (3.33%) SQL Server Reporting Services
9 1 (1.67%) Delta Lake
9 1 (1.67%) Metadata
Development Applications
1 2 (3.33%) GitLab
1 2 (3.33%) Introscope
1 2 (3.33%) LoadRunner
2 1 (1.67%) Ant
2 1 (1.67%) Cucumber
2 1 (1.67%) Flyway
2 1 (1.67%) Git
2 1 (1.67%) Gradle
2 1 (1.67%) Jenkins
2 1 (1.67%) JUnit
2 1 (1.67%) Liquibase
2 1 (1.67%) Maven
2 1 (1.67%) Mockito
General
1 29 (48.33%) Social Skills
2 19 (31.67%) Analytical Skills
2 19 (31.67%) Finance
3 12 (20.00%) Banking
4 8 (13.33%) Marketing
5 6 (10.00%) Organisational Skills
6 5 (8.33%) Retail
7 3 (5.00%) Public Sector
8 2 (3.33%) Automotive
8 2 (3.33%) Inclusion and Diversity
8 2 (3.33%) Manufacturing
8 2 (3.33%) Presentation Skills
9 1 (1.67%) Billing
9 1 (1.67%) Corporate Banking
9 1 (1.67%) Financial Institution
9 1 (1.67%) General Ledger
9 1 (1.67%) Investment Banking
9 1 (1.67%) Local Government
9 1 (1.67%) Pharmaceutical
9 1 (1.67%) Retail Banking
Job Titles
1 12 (20.00%) Developer
2 11 (18.33%) Analyst
3 9 (15.00%) Data Engineer
4 7 (11.67%) Analytics Manager
4 7 (11.67%) Data Analyst
4 7 (11.67%) Data Analytics Manager
4 7 (11.67%) Data Manager
4 7 (11.67%) Insight Manager
4 7 (11.67%) Strategy Manager
5 6 (10.00%) Consultant
6 5 (8.33%) Python Engineer
7 4 (6.67%) Architect
7 4 (6.67%) Data Consultant
7 4 (6.67%) Oracle Developer
7 4 (6.67%) Senior
7 4 (6.67%) Solutions Architect
8 3 (5.00%) Data Migration Consultant
8 3 (5.00%) Junior
8 3 (5.00%) Migration Consultant
8 3 (5.00%) SAP Consultant
Libraries, Frameworks & Software Standards
1 5 (8.33%) Oracle Fusion
2 4 (6.67%) PySpark
2 4 (6.67%) XML
3 3 (5.00%) J2EE
3 3 (5.00%) Middleware
3 3 (5.00%) Pandas
4 2 (3.33%) .NET
4 2 (3.33%) Anaconda
4 2 (3.33%) AWS CDK
4 2 (3.33%) HTML
4 2 (3.33%) REST
4 2 (3.33%) RESTful
4 2 (3.33%) Web Services
5 1 (1.67%) Great Expectations
5 1 (1.67%) Node.js
5 1 (1.67%) OAuth
5 1 (1.67%) PyTorch
5 1 (1.67%) Spring
5 1 (1.67%) TensorFlow
5 1 (1.67%) XGBoost
Miscellaneous
1 7 (11.67%) Data Structures
2 6 (10.00%) Algorithms
2 6 (10.00%) Legacy Systems
3 4 (6.67%) Linux Command Line
3 4 (6.67%) Mainframe
4 3 (5.00%) Data Protection Act
4 3 (5.00%) Management Information System
5 1 (1.67%) Cloud Native
5 1 (1.67%) Driving Licence
5 1 (1.67%) Insider Threat
5 1 (1.67%) IoT
5 1 (1.67%) Mobile App
5 1 (1.67%) Onboarding
Operating Systems
1 5 (8.33%) Linux
2 4 (6.67%) Unix
2 4 (6.67%) Windows
3 2 (3.33%) AIX
4 1 (1.67%) Android
Processes & Methodologies
1 25 (41.67%) Analytics
2 21 (35.00%) Migration
3 20 (33.33%) Problem-Solving
4 19 (31.67%) Data Analysis
4 19 (31.67%) ETL
4 19 (31.67%) Visualisation
5 18 (30.00%) Business Intelligence
6 15 (25.00%) Data Visualisation
7 13 (21.67%) Data Migration
8 12 (20.00%) CI/CD
9 11 (18.33%) Data Modelling
10 10 (16.67%) Data Integration
10 10 (16.67%) DevOps
10 10 (16.67%) ERP
11 9 (15.00%) Actionable Insight
11 9 (15.00%) Agile
12 8 (13.33%) Storytelling
13 7 (11.67%) Critical Thinking
13 7 (11.67%) Decision-Making
13 7 (11.67%) Digital Banking
Programming Languages
1 40 (66.67%) SQL
2 22 (36.67%) Python
3 8 (13.33%) R
4 5 (8.33%) Data Analysis Expressions
4 5 (8.33%) Java
4 5 (8.33%) PL/SQL
5 2 (3.33%) C
5 2 (3.33%) Shell Script
6 1 (1.67%) C++
6 1 (1.67%) JavaScript
6 1 (1.67%) Kotlin
6 1 (1.67%) Search Processing Language
6 1 (1.67%) T-SQL
Qualifications
1 4 (6.67%) Degree
2 3 (5.00%) BPSS Clearance
2 3 (5.00%) TOGAF Certification
3 2 (3.33%) Computer Science Degree
4 1 (1.67%) Azure Certification
4 1 (1.67%) DBS Check
4 1 (1.67%) Master's Degree
4 1 (1.67%) Microsoft Certification
4 1 (1.67%) SC Cleared
4 1 (1.67%) Security Cleared
Quality Assurance & Compliance
1 10 (16.67%) Data Quality
2 1 (1.67%) Accessibility
2 1 (1.67%) Basel III
2 1 (1.67%) Disclosure Scotland
2 1 (1.67%) IFRS
2 1 (1.67%) IFRS 17
2 1 (1.67%) IFRS 9
2 1 (1.67%) PCI DSS
2 1 (1.67%) QA
2 1 (1.67%) Sarbanes-Oxley
System Software
1 9 (15.00%) Docker
2 1 (1.67%) VMware Infrastructure
Systems Management
1 6 (10.00%) Kubernetes
2 2 (3.33%) CA Wily
3 1 (1.67%) Grafana
Vendors
1 12 (20.00%) Microsoft
2 7 (11.67%) Adobe
2 7 (11.67%) Oracle
2 7 (11.67%) Teradata
3 6 (10.00%) SAP
4 5 (8.33%) Google
5 3 (5.00%) Splunk
6 2 (3.33%) AppDynamics
6 2 (3.33%) Databricks
6 2 (3.33%) VMware
7 1 (1.67%) Ariba
7 1 (1.67%) HP
7 1 (1.67%) Sybase
7 1 (1.67%) Workday