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 17 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 439 587 633
Rank change year-on-year +148 +46 -60
Contract jobs citing Data Extraction 140 114 216
As % of all contract jobs advertised in the UK 0.33% 0.20% 0.25%
As % of the Processes & Methodologies category 0.38% 0.22% 0.27%
Number of daily rates quoted 84 84 130
10th Percentile £350 £272 £295
25th Percentile £358 £413 £402
Median daily rate (50th Percentile) £475 £500 £498
Median % change year-on-year -5.00% +0.50% +28.39%
75th Percentile £550 £550 £575
90th Percentile £638 £618 £675
UK excluding London median daily rate £450 £538 £449
% change year-on-year -16.36% +19.82% +28.29%
Number of hourly rates quoted 11 0 14
10th Percentile - - £9.44
25th Percentile £41.25 - £10.74
Median hourly rate £42.50 - £23.00
75th Percentile £51.75 - £58.28
90th Percentile £53.75 - £61.45
UK excluding London median hourly rate £42.50 - £13.20

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 36,704 51,058 79,302
As % of all contract IT jobs advertised in the UK 86.15% 89.78% 90.64%
Number of daily rates quoted 23,629 35,390 55,663
10th Percentile £300 £325 £344
25th Percentile £413 £438 £430
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +8.16%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £480
% change year-on-year - +4.17% +9.43%
Number of hourly rates quoted 2,440 1,690 1,894
10th Percentile £12.75 £10.63 £12.50
25th Percentile £15.99 £15.99 £15.50
Median hourly rate £36.05 £35.65 £25.68
Median % change year-on-year +1.11% +38.82% +5.90%
75th Percentile £60.00 £65.00 £49.75
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £37.50 £35.00 £20.00
% change year-on-year +7.14% +75.00% -6.54%

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 17 May 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 17 May 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 17 May 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 +132 120 £475 -5.00% 78
UK excluding London +87 77 £450 -16.36% 59
Work from Home +115 47 £475 -12.04% 227
London +90 46 £525 +8.25% 28
North of England +44 25 £463 -2.63% 10
Midlands +23 24 £358 -33.58% 13
West Midlands +22 23 £358 -33.70% 6
South East +19 12 £475 -2.06% 15
Yorkshire +19 11 £475 -18.45% 4
North West +24 10 £400 -15.79% 4
East of England +16 7 £550 +144.44% 5
Scotland - 6 £463 - 4
North East - 4 £330 - 2
East Midlands +11 3 - - 7
Wales - 2 - - 1
South West +1 1 - - 5

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 10 (7.14%) Apache Spark
2 6 (4.29%) SAS
3 4 (2.86%) Confluence
4 3 (2.14%) SharePoint
5 2 (1.43%) ArcGIS
5 2 (1.43%) CICS
5 2 (1.43%) CMS
5 2 (1.43%) Microsoft Exchange
6 1 (0.71%) IIS
Applications
1 8 (5.71%) Microsoft Excel
2 5 (3.57%) Microsoft PowerPoint
2 5 (3.57%) Microsoft Project
3 1 (0.71%) Spreadsheet
Business Applications
1 6 (4.29%) Workday HCM
2 4 (2.86%) SAP S/4HANA
3 3 (2.14%) PeopleSoft HCM
3 3 (2.14%) SAP Payroll
4 1 (0.71%) Dynamics AX
4 1 (0.71%) Oracle 11i
4 1 (0.71%) Oracle Payroll
4 1 (0.71%) SAP HCM
4 1 (0.71%) SystmOne
Cloud Services
1 31 (22.14%) Azure
2 25 (17.86%) Power Platform
3 17 (12.14%) AWS
4 11 (7.86%) GCP
5 7 (5.00%) Azure Data Factory
5 7 (5.00%) Snowflake
6 5 (3.57%) Amazon S3
6 5 (3.57%) Azure Synapse Analytics
6 5 (3.57%) Dynamics 365
7 4 (2.86%) dbt
7 4 (2.86%) iPaaS
7 4 (2.86%) Serverless
8 3 (2.14%) AWS CodePipeline
8 3 (2.14%) OCI
8 3 (2.14%) PaaS
8 3 (2.14%) Power Automate
9 2 (1.43%) Azure Service Bus
9 2 (1.43%) Microsoft 365
9 2 (1.43%) OpenShift
9 2 (1.43%) SaaS
Communications & Networking
1 5 (3.57%) Internet
2 1 (0.71%) DNS
2 1 (0.71%) Unified Communications
2 1 (0.71%) VPN
Database & Business Intelligence
1 32 (22.86%) Data Warehouse
2 25 (17.86%) Power BI
3 20 (14.29%) Amazon Redshift
3 20 (14.29%) MySQL
4 10 (7.14%) SQL Server
5 8 (5.71%) Big Data
5 8 (5.71%) Data Mining
5 8 (5.71%) SQL Server Integration Services
6 7 (5.00%) Tableau
7 6 (4.29%) Data Lake
7 6 (4.29%) PostgreSQL
8 5 (3.57%) SQL Server Analysis Services
9 4 (2.86%) Azure SQL Database
9 4 (2.86%) BigQuery
9 4 (2.86%) DB2
9 4 (2.86%) Relational Database
10 3 (2.14%) Amazon RDS
10 3 (2.14%) Hadoop
10 3 (2.14%) Metadata
10 3 (2.14%) SQL Server Reporting Services
Development Applications
1 20 (14.29%) Git
2 5 (3.57%) GitLab
3 2 (1.43%) JIRA
4 1 (0.71%) Oracle Forms
4 1 (0.71%) Toad
General
1 40 (28.57%) Social Skills
2 30 (21.43%) Analytical Skills
3 29 (20.71%) Finance
4 10 (7.14%) Public Sector
5 7 (5.00%) Banking
5 7 (5.00%) Manufacturing
6 6 (4.29%) Marketing
6 6 (4.29%) Retail
7 5 (3.57%) Local Government
8 3 (2.14%) Legal
8 3 (2.14%) Presentation Skills
8 3 (2.14%) Publishing
9 2 (1.43%) Czech Language
9 2 (1.43%) General Ledger
9 2 (1.43%) Influencing Skills
9 2 (1.43%) Law
9 2 (1.43%) Telecoms
10 1 (0.71%) Billing
10 1 (0.71%) Health Technology
10 1 (0.71%) Pharmaceutical
Job Titles
1 39 (27.86%) Analyst
2 35 (25.00%) Data Analyst
3 23 (16.43%) Data Engineer
4 18 (12.86%) Developer
5 10 (7.14%) Lead
6 7 (5.00%) Senior
7 6 (4.29%) Consultant
7 6 (4.29%) Data Migration Analyst
7 6 (4.29%) Data Migration Specialist
7 6 (4.29%) Migration Analyst
7 6 (4.29%) Migration Specialist
8 5 (3.57%) Data Migration Lead
8 5 (3.57%) Manufacturing Engineer
8 5 (3.57%) Support Engineer
9 4 (2.86%) ERP Analyst
9 4 (2.86%) Fraud Analyst
9 4 (2.86%) IFS Analyst
9 4 (2.86%) SAP Developer
9 4 (2.86%) SAS Analyst
9 4 (2.86%) Senior Analyst
Libraries, Frameworks & Software Standards
1 5 (3.57%) Pandas
2 4 (2.86%) JSON
2 4 (2.86%) PostGIS
2 4 (2.86%) XML
3 3 (2.14%) REST
3 3 (2.14%) RESTful
3 3 (2.14%) SOAP
4 2 (1.43%) AWS CDK
4 2 (1.43%) PySpark
5 1 (0.71%) NgRx
5 1 (0.71%) ODBC
5 1 (0.71%) Oracle Fusion
5 1 (0.71%) Web Services
Miscellaneous
1 11 (7.86%) Legacy Systems
2 8 (5.71%) Management Information System
3 6 (4.29%) Data Structures
4 5 (3.57%) Analytical Mindset
4 5 (3.57%) Life Science
4 5 (3.57%) Multi-touch
4 5 (3.57%) NHS
5 2 (1.43%) Distributed Computing
5 2 (1.43%) IBM Mainframe
5 2 (1.43%) Mainframe
5 2 (1.43%) Social Media
6 1 (0.71%) Clustering
6 1 (0.71%) Data Protection Act
6 1 (0.71%) Product Ownership
6 1 (0.71%) Reference Data
6 1 (0.71%) Replication
6 1 (0.71%) Self-Motivation
6 1 (0.71%) Virtual Team
Operating Systems
1 3 (2.14%) Windows
2 2 (1.43%) VMS
2 2 (1.43%) Windows 10
2 2 (1.43%) zOS
3 1 (0.71%) Linux
Processes & Methodologies
1 73 (52.14%) ETL
2 55 (39.29%) Analytics
3 43 (30.71%) Migration
4 38 (27.14%) Agile
5 33 (23.57%) Data Migration
5 33 (23.57%) Data Modelling
6 32 (22.86%) Data Analytics
7 29 (20.71%) Business Intelligence
8 28 (20.00%) Validation
9 27 (19.29%) Scrum
10 24 (17.14%) Continuous Integration
10 24 (17.14%) Requirements Gathering
11 22 (15.71%) Configuration Management
11 22 (15.71%) Data Integration
11 22 (15.71%) Problem-Solving
11 22 (15.71%) Software Engineering
12 20 (14.29%) Visualisation
13 19 (13.57%) Dashboard Development
14 18 (12.86%) Process Improvement
15 16 (11.43%) Computer Science
Programming Languages
1 70 (50.00%) SQL
2 31 (22.14%) Python
3 10 (7.14%) Java
4 9 (6.43%) R
5 6 (4.29%) PowerShell
6 5 (3.57%) T-SQL
7 4 (2.86%) COBOL
7 4 (2.86%) PL/SQL
7 4 (2.86%) REXX
7 4 (2.86%) SELCOPY
8 3 (2.14%) ABAP
8 3 (2.14%) Perl
9 2 (1.43%) CLIST
9 2 (1.43%) Scala
10 1 (0.71%) Data Analysis Expressions
10 1 (0.71%) JavaScript
Qualifications
1 29 (20.71%) Security Cleared
2 28 (20.00%) SC Cleared
3 17 (12.14%) Degree
4 4 (2.86%) Computer Science Degree
5 2 (1.43%) Master's Degree
5 2 (1.43%) PhD
6 1 (0.71%) BPSS Clearance
Quality Assurance & Compliance
1 34 (24.29%) Data Quality
2 7 (5.00%) GDPR
2 7 (5.00%) SLA
3 6 (4.29%) QA
4 5 (3.57%) GAMP
4 5 (3.57%) GxP
5 2 (1.43%) California Consumer Privacy Act
5 2 (1.43%) PMO
6 1 (0.71%) Accessibility
6 1 (0.71%) Disclosure Scotland
6 1 (0.71%) FATCA
System Software
1 3 (2.14%) Active Directory
2 2 (1.43%) Docker
2 2 (1.43%) Microsoft App-V
2 2 (1.43%) Time Sharing Option
Systems Management
1 20 (14.29%) Grafana
2 2 (1.43%) SCCM
Vendors
1 25 (17.86%) Talend
2 18 (12.86%) Denodo
3 15 (10.71%) SAP
4 11 (7.86%) Microsoft
5 10 (7.14%) Oracle
6 7 (5.00%) Workday
7 5 (3.57%) Informatica
8 4 (2.86%) Databricks
8 4 (2.86%) Google
8 4 (2.86%) IBM
8 4 (2.86%) IFS
8 4 (2.86%) Liquidlogic
8 4 (2.86%) Syncsort
9 3 (2.14%) Alteryx
9 3 (2.14%) PeopleSoft
10 2 (1.43%) Ceridian
10 2 (1.43%) Concur
10 2 (1.43%) ESRI
10 2 (1.43%) ICL
10 2 (1.43%) Salesforce