Data Extraction Contracts in England

Data Extraction
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 377 419 529
Rank change year-on-year +42 +110 +89
Contract jobs citing Data Extraction 108 123 124
As % of all contract jobs advertised in England 0.44% 0.33% 0.25%
As % of the Processes & Methodologies category 0.49% 0.38% 0.27%
Number of daily rates quoted 64 80 95
10th Percentile £354 £350 £233
25th Percentile £404 £360 £429
Median daily rate (50th Percentile) £500 £475 £538
Median % change year-on-year +5.26% -11.71% +7.60%
75th Percentile £603 £541 £540
90th Percentile £751 £638 £600
UK median daily rate £475 £475 £538
% change year-on-year - -11.71% +8.91%
Number of hourly rates quoted 1 12 0
10th Percentile - - -
25th Percentile £41.25 £41.25 -
Median hourly rate £42.50 £46.50 -
Median % change year-on-year -8.60% - -
75th Percentile £43.75 £52.25 -
90th Percentile - £60.95 -
UK median hourly rate £42.50 £46.50 -
% change year-on-year -8.60% - -

All Process and Methodology Skills
England

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 England.

Contract vacancies with a requirement for process or methodology skills 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
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 England

Job postings citing Data Extraction as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Extraction in England

Data Extraction
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Extraction in England.

Daily rate trend for Data Extraction in England

Data Extraction
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Extraction in England over the 6 months to 1 May 2025.

Daily rate histogram for Data Extraction in England

Data Extraction
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Extraction in England.

Hourly rate trend for Data Extraction in England

Data Extraction
Contract Job Locations in England

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 England 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
London +34 49 £558 +8.78% 79
Midlands +13 13 £413 +15.22% 17
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
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 - 8
Data Extraction
UK

Data Extraction
Co-occurring Skills and Capabilities in England 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 15 (13.89%) Apache Spark
2 8 (7.41%) SAS
3 7 (6.48%) SharePoint
3 7 (6.48%) WebLogic
4 6 (5.56%) Confluence
5 3 (2.78%) Microsoft Exchange
6 2 (1.85%) Apache
6 2 (1.85%) Apache Airflow
6 2 (1.85%) Tomcat
7 1 (0.93%) Jupyter
Applications
1 8 (7.41%) Microsoft Excel
2 2 (1.85%) Microsoft Office
2 2 (1.85%) Spreadsheet
3 1 (0.93%) CATIA
3 1 (0.93%) Microsoft PowerPoint
Business Applications
1 7 (6.48%) Oracle Assets
1 7 (6.48%) Oracle Cash Management
1 7 (6.48%) Oracle General Ledger
1 7 (6.48%) Oracle Payables
1 7 (6.48%) Oracle Receivables
2 2 (1.85%) SAP S/4HANA
3 1 (0.93%) Dynamics CRM
3 1 (0.93%) NEC Housing
3 1 (0.93%) NetSuite
3 1 (0.93%) Oracle EBS
3 1 (0.93%) Orchard Housing
3 1 (0.93%) SAP IS-U
3 1 (0.93%) SAP MDG
3 1 (0.93%) SAP PM
3 1 (0.93%) Shopify
Cloud Services
1 27 (25.00%) Azure
2 23 (21.30%) AWS
3 21 (19.44%) Power Platform
4 11 (10.19%) GCP
5 9 (8.33%) PowerApps
6 7 (6.48%) Adobe Analytics
6 7 (6.48%) Power Automate
7 5 (4.63%) GitHub
7 5 (4.63%) SaaS
8 4 (3.70%) Dynamics 365
8 4 (3.70%) OCI
8 4 (3.70%) Snowflake
9 3 (2.78%) Amazon S3
9 3 (2.78%) dbt
9 3 (2.78%) Google Sheets
9 3 (2.78%) Microsoft 365
9 3 (2.78%) Microsoft Purview
9 3 (2.78%) OneDrive
10 2 (1.85%) Cloud Computing
10 2 (1.85%) Google Analytics
Communications & Networking
1 2 (1.85%) HTTP
2 1 (0.93%) Internet
Database & Business Intelligence
1 16 (14.81%) Data Warehouse
1 16 (14.81%) Power BI
2 11 (10.19%) Oracle Reports
3 10 (9.26%) Relational Database
4 9 (8.33%) Data Lake
5 7 (6.48%) Big Data
5 7 (6.48%) Oracle BI Publisher
5 7 (6.48%) Tableau
6 6 (5.56%) SQL Server
7 5 (4.63%) Hadoop
8 4 (3.70%) MongoDB
8 4 (3.70%) MySQL
8 4 (3.70%) SQL Server Integration Services
9 3 (2.78%) Amazon Athena
9 3 (2.78%) Amazon RDS
9 3 (2.78%) Apache Hive
9 3 (2.78%) SQL Server Reporting Services
10 2 (1.85%) Data Hub
10 2 (1.85%) Metadata
10 2 (1.85%) Power Query
Development Applications
1 6 (5.56%) JIRA
2 2 (1.85%) Introscope
2 2 (1.85%) Jenkins
2 2 (1.85%) LoadRunner
3 1 (0.93%) Ant
3 1 (0.93%) Cucumber
3 1 (0.93%) Flyway
3 1 (0.93%) Git
3 1 (0.93%) Gradle
3 1 (0.93%) JUnit
3 1 (0.93%) Liquibase
3 1 (0.93%) LSMW
3 1 (0.93%) Maven
3 1 (0.93%) Mockito
General
1 44 (40.74%) Social Skills
2 39 (36.11%) Finance
3 30 (27.78%) Analytical Skills
4 25 (23.15%) Banking
5 21 (19.44%) Marketing
6 5 (4.63%) General Ledger
6 5 (4.63%) Legal
7 4 (3.70%) Local Government
7 4 (3.70%) Retail
8 3 (2.78%) Financial Institution
8 3 (2.78%) Inclusion and Diversity
8 3 (2.78%) Manufacturing
8 3 (2.78%) Pharmaceutical
8 3 (2.78%) Public Sector
9 2 (1.85%) Automotive
9 2 (1.85%) Front Office
9 2 (1.85%) Investment Banking
9 2 (1.85%) Organisational Skills
9 2 (1.85%) Presentation Skills
10 1 (0.93%) Aerospace
Job Titles
1 22 (20.37%) Developer
2 17 (15.74%) Analyst
2 17 (15.74%) Senior
3 14 (12.96%) Data Engineer
4 10 (9.26%) Data Scientist
4 10 (9.26%) Oracle Developer
5 9 (8.33%) Data Analyst
5 9 (8.33%) Senior Data Scientist
6 8 (7.41%) Architect
6 8 (7.41%) Consultant
7 7 (6.48%) Analytics Manager
7 7 (6.48%) Data Analytics Manager
7 7 (6.48%) Data Manager
7 7 (6.48%) Insight Manager
7 7 (6.48%) Lead
7 7 (6.48%) Solutions Architect
7 7 (6.48%) Strategy Manager
8 5 (4.63%) Report Developer
9 4 (3.70%) Junior
9 4 (3.70%) Junior Architect
Libraries, Frameworks & Software Standards
1 10 (9.26%) Oracle Fusion
1 10 (9.26%) XML
2 9 (8.33%) PySpark
3 7 (6.48%) XSLT
4 5 (4.63%) Pandas
4 5 (4.63%) TensorFlow
5 4 (3.70%) Middleware
6 3 (2.78%) J2EE
7 2 (1.85%) .NET
7 2 (1.85%) Anaconda
7 2 (1.85%) AWS CDK
7 2 (1.85%) HTML
7 2 (1.85%) Node.js
7 2 (1.85%) PyTorch
7 2 (1.85%) RESTful
7 2 (1.85%) Web Services
8 1 (0.93%) ARM Templates
8 1 (0.93%) Jinja
8 1 (0.93%) pytest
8 1 (0.93%) SPFx
Miscellaneous
1 12 (11.11%) Data Structures
2 9 (8.33%) Multi-touch
3 7 (6.48%) Legacy Systems
4 4 (3.70%) Algorithms
5 3 (2.78%) Credit Risk
5 3 (2.78%) Data Protection Act
5 3 (2.78%) Management Information System
5 3 (2.78%) Product Ownership
5 3 (2.78%) Team-Oriented Environment
6 2 (1.85%) Distributed Computing
6 2 (1.85%) Genomics
6 2 (1.85%) Omics
7 1 (0.93%) Analytical Mindset
7 1 (0.93%) Cloud Native
7 1 (0.93%) Housing Association
7 1 (0.93%) Insider Threat
7 1 (0.93%) IoT
7 1 (0.93%) Mobile App
7 1 (0.93%) Onboarding
7 1 (0.93%) Reinsurance
Operating Systems
1 6 (5.56%) Unix
2 2 (1.85%) AIX
3 1 (0.93%) Android
3 1 (0.93%) Linux
Processes & Methodologies
1 39 (36.11%) Analytics
2 37 (34.26%) ETL
3 33 (30.56%) Data Analysis
4 32 (29.63%) Migration
4 32 (29.63%) Problem-Solving
5 26 (24.07%) Business Intelligence
6 23 (21.30%) Validation
6 23 (21.30%) Visualisation
7 20 (18.52%) Computer Science
7 20 (18.52%) Data Visualisation
8 19 (17.59%) Data Migration
9 18 (16.67%) Data Modelling
9 18 (16.67%) Machine Learning
10 17 (15.74%) Actionable Insight
11 16 (14.81%) Data Science
12 15 (13.89%) Agile
13 13 (12.04%) Data Integration
13 13 (12.04%) ERP
13 13 (12.04%) Mathematics
14 11 (10.19%) Statistics
Programming Languages
1 71 (65.74%) SQL
2 45 (41.67%) Python
3 16 (14.81%) R
4 11 (10.19%) PL/SQL
5 6 (5.56%) Java
6 5 (4.63%) Data Analysis Expressions
7 3 (2.78%) T-SQL
8 2 (1.85%) C
8 2 (1.85%) JavaScript
8 2 (1.85%) Shell Script
8 2 (1.85%) VBA
9 1 (0.93%) ABAP
9 1 (0.93%) Bash
9 1 (0.93%) C++
9 1 (0.93%) Kotlin
9 1 (0.93%) Scala
9 1 (0.93%) Search Processing Language
Qualifications
1 20 (18.52%) Degree
2 11 (10.19%) PhD
3 9 (8.33%) Security Cleared
4 8 (7.41%) SC Cleared
5 6 (5.56%) Computer Science Degree
5 6 (5.56%) Master's Degree
6 4 (3.70%) TOGAF Certification
7 1 (0.93%) Azure Certification
7 1 (0.93%) BPSS Clearance
7 1 (0.93%) Microsoft Certification
Quality Assurance & Compliance
1 15 (13.89%) Data Quality
2 3 (2.78%) Actionable Recommendations
3 2 (1.85%) PCI DSS
4 1 (0.93%) Basel III
4 1 (0.93%) GDPR
4 1 (0.93%) HIPAA
4 1 (0.93%) IFRS
4 1 (0.93%) IFRS 17
4 1 (0.93%) IFRS 9
4 1 (0.93%) Sarbanes-Oxley
4 1 (0.93%) SLA
System Software
1 3 (2.78%) Docker
2 1 (0.93%) VMware Infrastructure
Systems Management
1 3 (2.78%) Kubernetes
1 3 (2.78%) Terraform
2 2 (1.85%) CA Wily
Vendors
1 17 (15.74%) Microsoft
2 15 (13.89%) Oracle
3 10 (9.26%) Google
4 8 (7.41%) Adobe
4 8 (7.41%) SAP
5 7 (6.48%) Teradata
6 3 (2.78%) Splunk
6 3 (2.78%) Workday
7 2 (1.85%) AppDynamics
7 2 (1.85%) Ariba
7 2 (1.85%) Atlassian
7 2 (1.85%) Bloomberg
7 2 (1.85%) Orchard
7 2 (1.85%) Trayport
7 2 (1.85%) VMware
8 1 (0.93%) Ab Initio
8 1 (0.93%) HP
8 1 (0.93%) NEC
8 1 (0.93%) Pega
8 1 (0.93%) Sybase