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

6 months to
15 May 2025
Same period 2024 Same period 2023
Rank 355 411 544
Rank change year-on-year +56 +133 +53
Contract jobs citing Data Extraction 113 122 103
As % of all contract jobs advertised in England 0.47% 0.33% 0.21%
As % of the Processes & Methodologies category 0.51% 0.39% 0.23%
Number of daily rates quoted 68 78 75
10th Percentile £359 £350 £275
25th Percentile £419 £361 £413
Median daily rate (50th Percentile) £513 £475 £500
Median % change year-on-year +7.89% -5.00% -
75th Percentile £607 £550 £540
90th Percentile £736 £638 £655
UK median daily rate £475 £475 £500
% change year-on-year - -5.00% -
Number of hourly rates quoted 0 11 0
Median hourly rate - £42.50 -
UK median hourly rate - £42.50 -

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 22,085 31,523 43,947
As % of all contract IT jobs advertised in England 91.23% 86.44% 90.16%
Number of daily rates quoted 14,441 20,648 30,851
10th Percentile £308 £300 £325
25th Percentile £413 £413 £448
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £673
90th Percentile £750 £750 £764
UK median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% +3.77%
Number of hourly rates quoted 936 2,245 1,554
10th Percentile £14.20 £12.89 £10.63
25th Percentile £18.20 £16.00 £16.25
Median hourly rate £29.00 £36.50 £37.50
Median % change year-on-year -20.55% -2.67% +50.00%
75th Percentile £62.63 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £28.30 £36.50 £36.40
% change year-on-year -22.48% +0.29% +41.73%

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 15 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 15 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 +50 50 £550 +4.76% 111
North of England +5 13 £500 +8.11% 23
South West +55 12 £360 - 10
Midlands +7 12 £425 +18.72% 24
South East +46 11 £450 -5.26% 26
West Midlands 0 8 £425 +18.72% 11
Yorkshire +12 7 £463 -2.63% 9
North West +5 6 £500 +25.00% 14
East Midlands +12 4 £326 - 12
East of England +19 2 £605 +9.91% 10
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 (13.27%) Apache Spark
2 8 (7.08%) SAS
3 7 (6.19%) SharePoint
3 7 (6.19%) WebLogic
4 6 (5.31%) Confluence
5 3 (2.65%) Microsoft Exchange
6 2 (1.77%) Apache
6 2 (1.77%) Apache Airflow
6 2 (1.77%) Tomcat
7 1 (0.88%) Jupyter
Applications
1 10 (8.85%) Microsoft Excel
2 2 (1.77%) Microsoft Office
2 2 (1.77%) Spreadsheet
3 1 (0.88%) CATIA
3 1 (0.88%) Microsoft PowerPoint
Business Applications
1 7 (6.19%) Oracle Assets
1 7 (6.19%) Oracle Cash Management
1 7 (6.19%) Oracle General Ledger
1 7 (6.19%) Oracle Payables
1 7 (6.19%) Oracle Receivables
2 3 (2.65%) SAP S/4HANA
3 1 (0.88%) Dynamics CRM
3 1 (0.88%) NEC Housing
3 1 (0.88%) NetSuite
3 1 (0.88%) Oracle EBS
3 1 (0.88%) Orchard Housing
3 1 (0.88%) SAP IS-U
3 1 (0.88%) SAP MDG
3 1 (0.88%) SAP PM
3 1 (0.88%) Shopify
Cloud Services
1 27 (23.89%) Azure
2 22 (19.47%) AWS
2 22 (19.47%) Power Platform
3 10 (8.85%) GCP
4 7 (6.19%) Adobe Analytics
4 7 (6.19%) PowerApps
5 5 (4.42%) Dynamics 365
5 5 (4.42%) GitHub
5 5 (4.42%) OCI
5 5 (4.42%) Power Automate
5 5 (4.42%) SaaS
6 4 (3.54%) Snowflake
7 3 (2.65%) Amazon S3
7 3 (2.65%) dbt
7 3 (2.65%) Google Sheets
7 3 (2.65%) Microsoft 365
7 3 (2.65%) Microsoft Purview
7 3 (2.65%) OneDrive
8 2 (1.77%) Cloud Computing
8 2 (1.77%) Google Analytics
Communications & Networking
1 2 (1.77%) HTTP
Database & Business Intelligence
1 18 (15.93%) Power BI
2 16 (14.16%) Data Warehouse
3 11 (9.73%) Oracle Reports
4 10 (8.85%) Relational Database
5 9 (7.96%) Data Lake
6 7 (6.19%) Big Data
6 7 (6.19%) Oracle BI Publisher
6 7 (6.19%) SQL Server
6 7 (6.19%) Tableau
7 5 (4.42%) Hadoop
7 5 (4.42%) SQL Server Integration Services
8 4 (3.54%) MongoDB
8 4 (3.54%) MySQL
8 4 (3.54%) SAP Data Services
8 4 (3.54%) SQL Server Reporting Services
9 3 (2.65%) Amazon Athena
9 3 (2.65%) Amazon RDS
9 3 (2.65%) Apache Hive
10 2 (1.77%) Metadata
10 2 (1.77%) Power Query
Development Applications
1 6 (5.31%) JIRA
2 2 (1.77%) Introscope
2 2 (1.77%) Jenkins
2 2 (1.77%) LoadRunner
2 2 (1.77%) LSMW
3 1 (0.88%) Ant
3 1 (0.88%) Cucumber
3 1 (0.88%) Flyway
3 1 (0.88%) Git
3 1 (0.88%) Gradle
3 1 (0.88%) JUnit
3 1 (0.88%) Liquibase
3 1 (0.88%) Maven
3 1 (0.88%) Mockito
3 1 (0.88%) SQL Server Management Studio (SSMS)
3 1 (0.88%) Visual Studio
General
1 46 (40.71%) Social Skills
2 45 (39.82%) Finance
3 30 (26.55%) Analytical Skills
4 26 (23.01%) Banking
5 21 (18.58%) Marketing
6 5 (4.42%) General Ledger
6 5 (4.42%) Legal
7 4 (3.54%) Local Government
7 4 (3.54%) Manufacturing
7 4 (3.54%) Public Sector
7 4 (3.54%) Retail
8 3 (2.65%) Financial Institution
8 3 (2.65%) Inclusion and Diversity
8 3 (2.65%) Pharmaceutical
9 2 (1.77%) Automotive
9 2 (1.77%) Billing
9 2 (1.77%) Documentation Skills
9 2 (1.77%) Front Office
9 2 (1.77%) Investment Banking
9 2 (1.77%) Presentation Skills
Job Titles
1 21 (18.58%) Developer
2 19 (16.81%) Analyst
3 17 (15.04%) Senior
4 13 (11.50%) Data Engineer
5 11 (9.73%) Consultant
5 11 (9.73%) Data Analyst
6 10 (8.85%) Data Scientist
6 10 (8.85%) Oracle Developer
7 9 (7.96%) Senior Data Scientist
8 8 (7.08%) Lead
9 7 (6.19%) Analytics Manager
9 7 (6.19%) Architect
9 7 (6.19%) Data Analytics Manager
9 7 (6.19%) Data Manager
9 7 (6.19%) Insight Manager
9 7 (6.19%) Strategy Manager
10 6 (5.31%) Data Consultant
10 6 (5.31%) Data Migration Consultant
10 6 (5.31%) Migration Consultant
10 6 (5.31%) Solutions Architect
Libraries, Frameworks & Software Standards
1 11 (9.73%) Oracle Fusion
2 10 (8.85%) XML
3 9 (7.96%) PySpark
4 7 (6.19%) XSLT
5 5 (4.42%) Pandas
5 5 (4.42%) TensorFlow
6 3 (2.65%) J2EE
6 3 (2.65%) Middleware
7 2 (1.77%) .NET
7 2 (1.77%) Anaconda
7 2 (1.77%) AWS CDK
7 2 (1.77%) HTML
7 2 (1.77%) Node.js
7 2 (1.77%) PyTorch
7 2 (1.77%) RESTful
7 2 (1.77%) Web Services
8 1 (0.88%) ARM Templates
8 1 (0.88%) Jinja
8 1 (0.88%) pytest
8 1 (0.88%) SPFx
Miscellaneous
1 12 (10.62%) Data Structures
2 9 (7.96%) Multi-touch
3 8 (7.08%) Legacy Systems
4 4 (3.54%) Algorithms
5 3 (2.65%) Credit Risk
5 3 (2.65%) Data Protection Act
5 3 (2.65%) Management Information System
5 3 (2.65%) Product Ownership
5 3 (2.65%) Team-Oriented Environment
6 2 (1.77%) Distributed Computing
6 2 (1.77%) Genomics
6 2 (1.77%) Omics
7 1 (0.88%) Analytical Mindset
7 1 (0.88%) Cloud Native
7 1 (0.88%) Housing Association
7 1 (0.88%) Insider Threat
7 1 (0.88%) IoT
7 1 (0.88%) Mobile App
7 1 (0.88%) Onboarding
7 1 (0.88%) Reinsurance
Operating Systems
1 6 (5.31%) Unix
2 2 (1.77%) AIX
3 1 (0.88%) Android
3 1 (0.88%) Linux
Processes & Methodologies
1 40 (35.40%) Analytics
2 38 (33.63%) ETL
3 37 (32.74%) Migration
4 35 (30.97%) Data Analysis
5 32 (28.32%) Problem-Solving
6 28 (24.78%) Business Intelligence
7 27 (23.89%) Validation
8 25 (22.12%) Data Migration
9 24 (21.24%) Visualisation
10 21 (18.58%) Data Visualisation
11 19 (16.81%) Computer Science
12 18 (15.93%) Actionable Insight
12 18 (15.93%) Machine Learning
13 17 (15.04%) Data Modelling
14 16 (14.16%) Data Science
15 15 (13.27%) Agile
15 15 (13.27%) ERP
16 12 (10.62%) Data Integration
16 12 (10.62%) Mathematics
17 11 (9.73%) Statistics
Programming Languages
1 73 (64.60%) SQL
2 44 (38.94%) Python
3 16 (14.16%) R
4 11 (9.73%) PL/SQL
5 5 (4.42%) Data Analysis Expressions
5 5 (4.42%) Java
6 4 (3.54%) T-SQL
7 2 (1.77%) C
7 2 (1.77%) JavaScript
7 2 (1.77%) Shell Script
7 2 (1.77%) VBA
8 1 (0.88%) ABAP
8 1 (0.88%) Bash
8 1 (0.88%) C++
8 1 (0.88%) Kotlin
8 1 (0.88%) PowerShell
8 1 (0.88%) Scala
8 1 (0.88%) Search Processing Language
Qualifications
1 20 (17.70%) Degree
2 11 (9.73%) PhD
3 9 (7.96%) Security Cleared
4 8 (7.08%) SC Cleared
5 6 (5.31%) Computer Science Degree
5 6 (5.31%) Master's Degree
6 3 (2.65%) BPSS Clearance
6 3 (2.65%) TOGAF Certification
7 1 (0.88%) Azure Certification
7 1 (0.88%) Microsoft Certification
Quality Assurance & Compliance
1 17 (15.04%) Data Quality
2 3 (2.65%) Actionable Recommendations
3 2 (1.77%) PCI DSS
4 1 (0.88%) Basel III
4 1 (0.88%) GDPR
4 1 (0.88%) HIPAA
4 1 (0.88%) IFRS
4 1 (0.88%) IFRS 17
4 1 (0.88%) IFRS 9
4 1 (0.88%) Sarbanes-Oxley
System Software
1 3 (2.65%) Docker
2 1 (0.88%) VMware Infrastructure
Systems Management
1 3 (2.65%) Kubernetes
1 3 (2.65%) Terraform
2 2 (1.77%) CA Wily
Vendors
1 17 (15.04%) Microsoft
2 16 (14.16%) Oracle
3 11 (9.73%) SAP
4 10 (8.85%) Google
5 8 (7.08%) Adobe
6 7 (6.19%) Teradata
7 3 (2.65%) Splunk
7 3 (2.65%) Workday
8 2 (1.77%) AppDynamics
8 2 (1.77%) Ariba
8 2 (1.77%) Atlassian
8 2 (1.77%) Bloomberg
8 2 (1.77%) Databricks
8 2 (1.77%) Orchard
8 2 (1.77%) Trayport
8 2 (1.77%) VMware
9 1 (0.88%) Ab Initio
9 1 (0.88%) HP
9 1 (0.88%) QAD
9 1 (0.88%) Sybase