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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 279 325 384
Rank change year-on-year +46 +59 +9
Contract jobs citing Data Extraction 57 74 78
As % of all contract jobs advertised in the UK excluding London 0.45% 0.36% 0.32%
As % of the Processes & Methodologies category 0.49% 0.42% 0.36%
Number of daily rates quoted 37 44 61
10th Percentile £350 £305 £231
25th Percentile £375 £356 £375
Median daily rate (50th Percentile) £425 £425 £538
Median % change year-on-year - -21.00% +24.75%
75th Percentile £500 £503 £540
90th Percentile £575 £585 £550
UK median daily rate £475 £475 £538
% change year-on-year - -11.71% +8.91%
Number of hourly rates quoted 0 6 0
Median hourly rate - £42.50 -
UK median hourly rate £42.50 £46.50 -
% change year-on-year -8.60% - -

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 11,543 17,602 21,544
As % of all contract IT jobs advertised in the UK excluding London 90.42% 84.74% 89.52%
Number of daily rates quoted 7,249 10,520 14,947
10th Percentile £235 £250 £255
25th Percentile £375 £380 £400
Median daily rate (50th Percentile) £483 £500 £500
Median % change year-on-year -3.50% - +5.26%
75th Percentile £588 £600 £600
90th Percentile £662 £688 £688
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 825 2,048 1,307
10th Percentile £14.20 £12.33 £11.00
25th Percentile £17.30 £15.28 £16.00
Median hourly rate £27.50 £37.34 £36.00
Median % change year-on-year -26.35% +3.72% +80.00%
75th Percentile £64.50 £60.00 £65.00
90th Percentile £75.00 £72.50 £72.98
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

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 1 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 1 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
Midlands +13 13 £413 +15.22% 16
North of England +8 13 £500 +8.11% 22
South West +56 12 £360 -24.21% 6
South East +43 9 £438 -7.89% 24
Scotland +14 9 £431 +43.75% 3
West Midlands +2 9 £425 +18.72% 7
Yorkshire +4 7 £463 -2.63% 8
North West +14 6 £500 +25.00% 15
East Midlands +11 4 £326 - 7
Wales 0 1 £363 -
Northern Ireland - 1 £400 - 1
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 (12.28%) SAS
2 2 (3.51%) Apache Spark
2 2 (3.51%) Tomcat
3 1 (1.75%) Apache
3 1 (1.75%) Apache Airflow
3 1 (1.75%) SharePoint
Applications
1 6 (10.53%) Microsoft Excel
2 1 (1.75%) CATIA
2 1 (1.75%) Microsoft Office
2 1 (1.75%) Microsoft PowerPoint
Business Applications
1 1 (1.75%) NetSuite
1 1 (1.75%) Oracle EBS
1 1 (1.75%) SAP IS-U
1 1 (1.75%) SAP S/4HANA
1 1 (1.75%) Shopify
Cloud Services
1 17 (29.82%) Power Platform
2 16 (28.07%) AWS
3 12 (21.05%) Azure
4 9 (15.79%) GCP
5 7 (12.28%) Adobe Analytics
5 7 (12.28%) PowerApps
6 5 (8.77%) Power Automate
6 5 (8.77%) SaaS
7 4 (7.02%) OCI
8 3 (5.26%) Amazon S3
8 3 (5.26%) AWS CodePipeline
8 3 (5.26%) Dynamics 365
8 3 (5.26%) Snowflake
9 2 (3.51%) AWS CloudFormation
9 2 (3.51%) AWS Lambda
9 2 (3.51%) AWS Step Functions
9 2 (3.51%) Google Analytics
9 2 (3.51%) Serverless
10 1 (1.75%) Amazon MSK
10 1 (1.75%) Azure Data Factory
Communications & Networking
1 4 (7.02%) Network Security
1 4 (7.02%) VPN
2 2 (3.51%) HTTP
Database & Business Intelligence
1 13 (22.81%) Power BI
2 11 (19.30%) Data Warehouse
3 10 (17.54%) Relational Database
4 6 (10.53%) Tableau
5 5 (8.77%) Data Lake
6 4 (7.02%) Amazon RDS
6 4 (7.02%) Oracle BI Publisher
6 4 (7.02%) Oracle Reports
6 4 (7.02%) SQL Server
7 3 (5.26%) Big Data
7 3 (5.26%) MongoDB
7 3 (5.26%) PostgreSQL
8 2 (3.51%) Hadoop
8 2 (3.51%) MySQL
8 2 (3.51%) Power Query
8 2 (3.51%) SQL Server Integration Services
9 1 (1.75%) Amazon Athena
9 1 (1.75%) Azure SQL Data Warehouse
9 1 (1.75%) Delta Lake
9 1 (1.75%) Metadata
Development Applications
1 2 (3.51%) GitLab
1 2 (3.51%) Introscope
1 2 (3.51%) LoadRunner
2 1 (1.75%) Ant
2 1 (1.75%) Cucumber
2 1 (1.75%) Flyway
2 1 (1.75%) Git
2 1 (1.75%) Gradle
2 1 (1.75%) Jenkins
2 1 (1.75%) JUnit
2 1 (1.75%) Liquibase
2 1 (1.75%) Maven
2 1 (1.75%) Mockito
General
1 28 (49.12%) Social Skills
2 19 (33.33%) Analytical Skills
3 15 (26.32%) Finance
4 12 (21.05%) Banking
5 8 (14.04%) Marketing
6 6 (10.53%) Organisational Skills
7 5 (8.77%) Retail
8 2 (3.51%) Automotive
8 2 (3.51%) Inclusion and Diversity
8 2 (3.51%) Local Government
8 2 (3.51%) Manufacturing
8 2 (3.51%) Presentation Skills
8 2 (3.51%) Public Sector
9 1 (1.75%) Corporate Banking
9 1 (1.75%) Financial Institution
9 1 (1.75%) General Ledger
9 1 (1.75%) Investment Banking
9 1 (1.75%) Pharmaceutical
9 1 (1.75%) Retail Banking
Job Titles
1 13 (22.81%) Developer
2 10 (17.54%) Data Engineer
3 9 (15.79%) Analyst
4 7 (12.28%) Analytics Manager
4 7 (12.28%) Data Analytics Manager
4 7 (12.28%) Data Manager
4 7 (12.28%) Insight Manager
4 7 (12.28%) Strategy Manager
5 5 (8.77%) Architect
5 5 (8.77%) Data Analyst
5 5 (8.77%) Python Engineer
5 5 (8.77%) Senior
5 5 (8.77%) Solutions Architect
6 4 (7.02%) Junior
6 4 (7.02%) Junior Architect
6 4 (7.02%) Junior Solutions Architect
6 4 (7.02%) Oracle Developer
7 3 (5.26%) Consultant
7 3 (5.26%) Lead
8 2 (3.51%) Test Engineer
Libraries, Frameworks & Software Standards
1 4 (7.02%) Middleware
1 4 (7.02%) Oracle Fusion
1 4 (7.02%) PySpark
1 4 (7.02%) XML
2 3 (5.26%) J2EE
2 3 (5.26%) Pandas
3 2 (3.51%) .NET
3 2 (3.51%) Anaconda
3 2 (3.51%) AWS CDK
3 2 (3.51%) HTML
3 2 (3.51%) REST
3 2 (3.51%) RESTful
3 2 (3.51%) Web Services
4 1 (1.75%) Great Expectations
4 1 (1.75%) Node.js
4 1 (1.75%) OAuth
4 1 (1.75%) PyTorch
4 1 (1.75%) SAP Fiori
4 1 (1.75%) TensorFlow
4 1 (1.75%) XGBoost
Miscellaneous
1 7 (12.28%) Data Structures
2 6 (10.53%) Algorithms
3 5 (8.77%) Legacy Systems
4 4 (7.02%) Linux Command Line
4 4 (7.02%) Mainframe
5 3 (5.26%) Data Protection Act
5 3 (5.26%) Management Information System
6 1 (1.75%) Cloud Native
6 1 (1.75%) Insider Threat
6 1 (1.75%) IoT
6 1 (1.75%) Mobile App
6 1 (1.75%) Onboarding
Operating Systems
1 5 (8.77%) Linux
2 4 (7.02%) Unix
2 4 (7.02%) Windows
3 2 (3.51%) AIX
4 1 (1.75%) Android
Processes & Methodologies
1 26 (45.61%) Analytics
2 21 (36.84%) Problem-Solving
3 20 (35.09%) ETL
4 19 (33.33%) Visualisation
5 18 (31.58%) Data Analysis
5 18 (31.58%) Migration
6 17 (29.82%) Business Intelligence
7 15 (26.32%) Data Visualisation
8 14 (24.56%) CI/CD
9 12 (21.05%) Data Integration
9 12 (21.05%) Data Modelling
9 12 (21.05%) DevOps
10 10 (17.54%) Actionable Insight
10 10 (17.54%) ERP
11 9 (15.79%) Agile
11 9 (15.79%) Data Migration
12 8 (14.04%) Data Governance
12 8 (14.04%) Storytelling
13 7 (12.28%) Critical Thinking
13 7 (12.28%) Digital Banking
Programming Languages
1 40 (70.18%) SQL
2 23 (40.35%) Python
3 8 (14.04%) R
4 5 (8.77%) Data Analysis Expressions
4 5 (8.77%) Java
4 5 (8.77%) PL/SQL
5 2 (3.51%) C
5 2 (3.51%) Shell Script
6 1 (1.75%) C++
6 1 (1.75%) JavaScript
6 1 (1.75%) Kotlin
6 1 (1.75%) Search Processing Language
6 1 (1.75%) T-SQL
Qualifications
1 4 (7.02%) TOGAF Certification
2 3 (5.26%) Degree
3 2 (3.51%) Computer Science Degree
4 1 (1.75%) Azure Certification
4 1 (1.75%) BPSS Clearance
4 1 (1.75%) DBS Check
4 1 (1.75%) Master's Degree
4 1 (1.75%) Microsoft Certification
4 1 (1.75%) SC Cleared
4 1 (1.75%) Security Cleared
Quality Assurance & Compliance
1 7 (12.28%) Data Quality
2 1 (1.75%) Accessibility
2 1 (1.75%) Basel III
2 1 (1.75%) Disclosure Scotland
2 1 (1.75%) IFRS
2 1 (1.75%) IFRS 17
2 1 (1.75%) IFRS 9
2 1 (1.75%) PCI DSS
2 1 (1.75%) QA
2 1 (1.75%) Sarbanes-Oxley
System Software
1 9 (15.79%) Docker
2 1 (1.75%) VMware Infrastructure
Systems Management
1 6 (10.53%) Kubernetes
2 2 (3.51%) CA Wily
3 1 (1.75%) Grafana
Vendors
1 13 (22.81%) Microsoft
2 7 (12.28%) Adobe
2 7 (12.28%) Teradata
3 6 (10.53%) Oracle
4 5 (8.77%) Google
5 4 (7.02%) SAP
6 3 (5.26%) Splunk
7 2 (3.51%) AppDynamics
7 2 (3.51%) VMware
8 1 (1.75%) Ariba
8 1 (1.75%) Databricks
8 1 (1.75%) HP
8 1 (1.75%) Sybase
8 1 (1.75%) Workday