Data Extraction Contracts

Data Extraction
UK

The following table provides summary statistics for contract job vacancies with a requirement for Data Extraction skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Extraction over the 6 months to 26 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 437 556 654
Rank change year-on-year +119 +98 -86
Contract jobs citing Data Extraction 142 144 207
As % of all contract jobs advertised in the UK 0.33% 0.24% 0.23%
As % of the Processes & Methodologies category 0.38% 0.27% 0.26%
Number of daily rates quoted 85 110 123
10th Percentile £330 £231 £300
25th Percentile £358 £427 £363
Median daily rate (50th Percentile) £475 £538 £495
Median % change year-on-year -11.71% +8.69% +23.75%
75th Percentile £538 £540 £581
90th Percentile £638 £589 £675
UK excluding London median daily rate £450 £538 £438
% change year-on-year -16.36% +22.97% +25.00%
Number of hourly rates quoted 12 0 12
10th Percentile - - £9.30
25th Percentile £41.25 - £12.38
Median hourly rate £46.50 - £23.00
75th Percentile £52.25 - £54.41
90th Percentile £60.95 - £61.51
UK excluding London median hourly rate £42.50 - £17.85

All Process and Methodology Skills
UK

Data Extraction is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,600 53,916 80,351
As % of all contract IT jobs advertised in the UK 86.32% 89.91% 90.57%
Number of daily rates quoted 24,240 37,368 56,382
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.20%
Number of hourly rates quoted 2,433 1,775 1,932
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £35.00 £37.00 £25.00
Median % change year-on-year -5.41% +48.00% -
75th Percentile £59.50 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £36.50 £35.00 £20.00
% change year-on-year +4.29% +75.00% -8.34%

Data Extraction
Job Vacancy Trend

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

Job vacancy trend for Data Extraction in the UK

Data Extraction
Contractor Daily Rate Trend

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

Daily rate trend for Data Extraction in the UK

Data Extraction
Daily Rate Histogram

Daily rate distribution for jobs citing Data Extraction over the 6 months to 26 April 2024.

Daily rate histogram for Data Extraction in the UK

Data Extraction
Contractor Hourly Rate Trend

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

Hourly rate trend for Data Extraction in the UK

Data Extraction
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Extraction over the 6 months to 26 April 2024.

Hourly rate histogram for Data Extraction in the UK

Data Extraction
Top 16 Contract Locations

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 over the 6 months to 26 April 2024. 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
England +105 117 £475 -11.71% 52
UK excluding London +59 69 £450 -16.36% 28
London +122 53 £513 +2.50% 25
Work from Home +98 49 £475 -12.04% 25
North of England +40 24 £463 -11.06% 4
Midlands -10 17 £358 -33.70% 13
West Midlands +2 16 £358 -33.70% 10
South East +30 12 £475 -2.06% 4
Yorkshire +26 11 £475 -18.45% 2
North West +23 9 £400 -15.79% 1
Scotland +40 8 £300 - 2
East of England +15 4 £550 +149.15% 4
North East - 4 £330 - 1
East Midlands +15 3 - - 3
South West +22 2 £475 +91.92% 1
Wales - 2 - -

Data Extraction
Co-occurring Skills and Capabilities 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 12 (8.45%) Apache Spark
2 6 (4.23%) SAS
3 5 (3.52%) Microsoft Exchange
4 4 (2.82%) Confluence
4 4 (2.82%) SharePoint
5 2 (1.41%) ArcGIS
5 2 (1.41%) CICS
5 2 (1.41%) CMS
6 1 (0.70%) Apache Airflow
6 1 (0.70%) IIS
Applications
1 8 (5.63%) Microsoft Excel
2 5 (3.52%) Microsoft PowerPoint
2 5 (3.52%) Microsoft Project
3 1 (0.70%) Spreadsheet
Business Applications
1 6 (4.23%) Workday HCM
2 4 (2.82%) SAP S/4HANA
3 3 (2.11%) PeopleSoft HCM
4 2 (1.41%) SAP Payroll
5 1 (0.70%) Dynamics AX
5 1 (0.70%) Oracle 11i
5 1 (0.70%) Oracle Payroll
Cloud Services
1 32 (22.54%) Azure
2 23 (16.20%) Power Platform
3 16 (11.27%) AWS
4 12 (8.45%) GCP
5 8 (5.63%) Azure Data Factory
6 7 (4.93%) Snowflake
7 5 (3.52%) Azure Synapse Analytics
7 5 (3.52%) dbt
7 5 (3.52%) Microsoft 365
8 4 (2.82%) Amazon S3
8 4 (2.82%) Dynamics 365
8 4 (2.82%) iPaaS
8 4 (2.82%) Serverless
9 3 (2.11%) OCI
9 3 (2.11%) Power Automate
10 2 (1.41%) AWS Lambda
10 2 (1.41%) Azure Logic Apps
10 2 (1.41%) Azure Service Bus
10 2 (1.41%) Google Data Studio
10 2 (1.41%) Matillion
Communications & Networking
1 6 (4.23%) Internet
2 1 (0.70%) DNS
2 1 (0.70%) Unified Communications
2 1 (0.70%) VPN
Database & Business Intelligence
1 35 (24.65%) Data Warehouse
2 22 (15.49%) Power BI
3 12 (8.45%) MySQL
4 11 (7.75%) Amazon Redshift
5 9 (6.34%) Big Data
5 9 (6.34%) SQL Server
6 7 (4.93%) Data Lake
6 7 (4.93%) Data Mining
6 7 (4.93%) SQL Server Integration Services
6 7 (4.93%) Tableau
7 5 (3.52%) BigQuery
7 5 (3.52%) PostgreSQL
8 4 (2.82%) DB2
8 4 (2.82%) Hadoop
8 4 (2.82%) Relational Database
8 4 (2.82%) SQL Server Analysis Services
9 3 (2.11%) Azure SQL Database
9 3 (2.11%) GIS
9 3 (2.11%) Metadata
10 2 (1.41%) Power Query
Development Applications
1 13 (9.15%) Git
2 5 (3.52%) GitLab
3 3 (2.11%) JIRA
4 1 (0.70%) Oracle Forms
4 1 (0.70%) Toad
General
1 42 (29.58%) Social Skills
2 34 (23.94%) Analytical Skills
3 28 (19.72%) Finance
4 8 (5.63%) Banking
4 8 (5.63%) Marketing
4 8 (5.63%) Public Sector
5 7 (4.93%) Manufacturing
6 6 (4.23%) Retail
7 3 (2.11%) Influencing Skills
7 3 (2.11%) Legal
7 3 (2.11%) Local Government
7 3 (2.11%) Publishing
8 2 (1.41%) Czech Language
8 2 (1.41%) General Ledger
8 2 (1.41%) Law
8 2 (1.41%) Presentation Skills
8 2 (1.41%) Telecoms
9 1 (0.70%) Billing
9 1 (0.70%) Health Technology
9 1 (0.70%) Pharmaceutical
Job Titles
1 42 (29.58%) Analyst
2 39 (27.46%) Data Analyst
3 23 (16.20%) Data Engineer
4 20 (14.08%) Developer
5 11 (7.75%) Lead
6 8 (5.63%) Data Migration Analyst
6 8 (5.63%) Migration Analyst
7 7 (4.93%) Senior
8 5 (3.52%) Consultant
8 5 (3.52%) Data Migration Lead
8 5 (3.52%) Data Migration Specialist
8 5 (3.52%) Data Scientist
8 5 (3.52%) Manufacturing Engineer
8 5 (3.52%) Migration Specialist
8 5 (3.52%) Support Engineer
9 4 (2.82%) ERP Analyst
9 4 (2.82%) Fraud Data Analyst
9 4 (2.82%) SAS Analyst
9 4 (2.82%) SAS Data Analyst
9 4 (2.82%) Talend Developer
Libraries, Frameworks & Software Standards
1 7 (4.93%) Pandas
2 4 (2.82%) PostGIS
3 3 (2.11%) JSON
3 3 (2.11%) PySpark
3 3 (2.11%) XML
4 2 (1.41%) AWS CDK
4 2 (1.41%) REST
4 2 (1.41%) RESTful
4 2 (1.41%) SOAP
5 1 (0.70%) Flask
5 1 (0.70%) NgRx
5 1 (0.70%) Node.js
5 1 (0.70%) ODBC
5 1 (0.70%) Oracle Fusion
5 1 (0.70%) React
5 1 (0.70%) Web Services
Miscellaneous
1 9 (6.34%) Legacy Systems
2 7 (4.93%) Management Information System
2 7 (4.93%) Multi-touch
3 5 (3.52%) Analytical Mindset
3 5 (3.52%) Data Structures
3 5 (3.52%) Life Science
4 4 (2.82%) NHS
5 2 (1.41%) Algorithms
5 2 (1.41%) Distributed Computing
5 2 (1.41%) IBM Mainframe
5 2 (1.41%) Mainframe
5 2 (1.41%) Social Media
6 1 (0.70%) Cloud Native
6 1 (0.70%) Data Protection Act
6 1 (0.70%) Product Ownership
6 1 (0.70%) Reference Data
6 1 (0.70%) Replication
6 1 (0.70%) Self-Motivation
6 1 (0.70%) Virtual Team
Operating Systems
1 5 (3.52%) Windows
2 4 (2.82%) Windows 10
3 2 (1.41%) VMS
3 2 (1.41%) zOS
4 1 (0.70%) Linux
Processes & Methodologies
1 66 (46.48%) ETL
2 48 (33.80%) Analytics
3 43 (30.28%) Migration
4 36 (25.35%) Data Modelling
5 33 (23.24%) Data Migration
6 31 (21.83%) Agile
6 31 (21.83%) Validation
7 28 (19.72%) Business Intelligence
8 26 (18.31%) Data Analytics
9 24 (16.90%) Data Integration
9 24 (16.90%) Problem-Solving
10 22 (15.49%) Scrum
11 21 (14.79%) Data Analysis
11 21 (14.79%) Visualisation
12 17 (11.97%) Computer Science
12 17 (11.97%) Continuous Integration
12 17 (11.97%) Requirements Gathering
13 16 (11.27%) Data Cleansing
14 15 (10.56%) Mathematics
14 15 (10.56%) Software Engineering
Programming Languages
1 72 (50.70%) SQL
2 34 (23.94%) Python
3 10 (7.04%) Java
3 10 (7.04%) R
4 5 (3.52%) PowerShell
4 5 (3.52%) T-SQL
5 4 (2.82%) COBOL
5 4 (2.82%) REXX
5 4 (2.82%) SELCOPY
6 3 (2.11%) ABAP
6 3 (2.11%) Perl
6 3 (2.11%) PL/SQL
7 2 (1.41%) CLIST
7 2 (1.41%) Scala
8 1 (0.70%) Data Analysis Expressions
8 1 (0.70%) JavaScript
Qualifications
1 21 (14.79%) Security Cleared
2 20 (14.08%) SC Cleared
3 17 (11.97%) Degree
4 4 (2.82%) Master's Degree
5 3 (2.11%) Computer Science Degree
6 2 (1.41%) Microsoft Certification
6 2 (1.41%) PhD
7 1 (0.70%) BPSS Clearance
Quality Assurance & Compliance
1 35 (24.65%) Data Quality
2 8 (5.63%) SLA
3 6 (4.23%) GDPR
3 6 (4.23%) QA
4 5 (3.52%) GAMP
4 5 (3.52%) GxP
5 3 (2.11%) PMO
6 2 (1.41%) California Consumer Privacy Act
7 1 (0.70%) Accessibility
7 1 (0.70%) Disclosure Scotland
7 1 (0.70%) FATCA
7 1 (0.70%) ISO/IEC 17025
System Software
1 5 (3.52%) Active Directory
2 2 (1.41%) Docker
2 2 (1.41%) Microsoft App-V
2 2 (1.41%) Time Sharing Option
Systems Management
1 13 (9.15%) Grafana
2 4 (2.82%) SCCM
Vendors
1 18 (12.68%) Talend
2 14 (9.86%) SAP
3 12 (8.45%) Microsoft
4 11 (7.75%) Denodo
5 10 (7.04%) Oracle
6 6 (4.23%) Workday
7 5 (3.52%) Google
7 5 (3.52%) Informatica
8 4 (2.82%) Databricks
8 4 (2.82%) IBM
8 4 (2.82%) IFS
8 4 (2.82%) Syncsort
9 3 (2.11%) Alteryx
9 3 (2.11%) PeopleSoft
10 2 (1.41%) Ceridian
10 2 (1.41%) Concur
10 2 (1.41%) ESRI
10 2 (1.41%) ICL
10 2 (1.41%) Salesforce
10 2 (1.41%) ServiceNow