Data Extraction Contracts

Data Extraction
UK

The table below provides summary statistics for contract job vacancies 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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 431 606 627
Rank change year-on-year +175 +21 -38
Contract jobs citing Data Extraction 154 91 223
As % of all contract jobs advertised in the UK 0.35% 0.16% 0.26%
As % of the Processes & Methodologies category 0.41% 0.18% 0.28%
Number of daily rates quoted 95 64 140
10th Percentile £344 £275 £250
25th Percentile £358 £413 £363
Median daily rate (50th Percentile) £463 £489 £495
Median % change year-on-year -5.37% -1.26% +23.75%
75th Percentile £538 £541 £575
90th Percentile £623 £600 £675
UK excluding London median daily rate £425 £513 £425
% change year-on-year -17.07% +20.59% +6.25%
Number of hourly rates quoted 12 0 13
10th Percentile £34.66 - £9.92
25th Percentile £41.25 - £13.20
Median hourly rate £42.50 - £23.00
75th Percentile £51.75 - £60.75
90th Percentile £53.55 - £64.95
UK excluding London median hourly rate £42.50 - £17.19
% change year-on-year - - -23.62%

All Process and Methodology Skills
UK

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.

Contract vacancies with a requirement for process or methodology skills 37,178 49,770 79,013
As % of all contract IT jobs advertised in the UK 85.13% 89.61% 90.64%
Number of daily rates quoted 23,737 34,458 55,587
10th Percentile £300 £325 £350
25th Percentile £413 £438 £436
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £650
90th Percentile £750 £750 £743
UK excluding London median daily rate £500 £500 £490
% change year-on-year - +2.04% +8.89%
Number of hourly rates quoted 2,579 1,678 1,852
10th Percentile £12.75 £10.96 £12.50
25th Percentile £16.00 £15.75 £15.90
Median hourly rate £37.00 £35.65 £26.00
Median % change year-on-year +3.79% +37.12% +13.04%
75th Percentile £61.28 £65.00 £50.15
90th Percentile £72.50 £75.00 £65.25
UK excluding London median hourly rate £38.12 £34.90 £21.00
% change year-on-year +9.23% +66.18% -

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 12 June 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 12 June 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 12 June 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 +139 131 £475 - 63
UK excluding London +77 89 £425 -17.07% 39
Work from Home +131 60 £450 -16.67% 29
London +96 45 £499 +7.84% 24
Midlands +29 31 £358 -33.70% 11
West Midlands +30 30 £358 -33.70% 6
North of England +33 27 £463 -2.63% 15
Yorkshire +20 13 £475 -18.45% 6
South East +19 12 £475 -2.06% 6
North West +21 10 £400 -15.79% 7
East of England +11 7 £550 +144.44% 1
Scotland - 6 £463 - 1
South West +4 4 £450 +34.83% 2
North East - 4 £330 - 2
East Midlands +9 3 - - 5
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 10 (6.49%) Apache Spark
2 4 (2.60%) Confluence
2 4 (2.60%) SAS
3 2 (1.30%) ArcGIS
3 2 (1.30%) CICS
3 2 (1.30%) CMS
3 2 (1.30%) Microsoft Exchange
3 2 (1.30%) SharePoint
4 1 (0.65%) Apache
4 1 (0.65%) IIS
Applications
1 6 (3.90%) Microsoft Excel
2 5 (3.25%) Microsoft PowerPoint
2 5 (3.25%) Microsoft Project
3 2 (1.30%) Spreadsheet
Business Applications
1 5 (3.25%) SAP S/4HANA
2 3 (1.95%) NEC Housing
2 3 (1.95%) SAP Payroll
2 3 (1.95%) Workday HCM
3 2 (1.30%) SAP ERP
4 1 (0.65%) Dynamics AX
4 1 (0.65%) Oracle 11i
4 1 (0.65%) Oracle Payroll
4 1 (0.65%) SAP HCM
4 1 (0.65%) SystmOne
Cloud Services
1 27 (17.53%) Azure
1 27 (17.53%) Power Platform
2 18 (11.69%) AWS
3 10 (6.49%) GCP
4 8 (5.19%) Amazon S3
4 8 (5.19%) Snowflake
5 6 (3.90%) Azure Data Factory
5 6 (3.90%) dbt
6 5 (3.25%) AWS CodePipeline
6 5 (3.25%) Dynamics 365
6 5 (3.25%) Serverless
7 4 (2.60%) Azure Synapse Analytics
7 4 (2.60%) iPaaS
7 4 (2.60%) PaaS
8 3 (1.95%) Amazon EMR
8 3 (1.95%) Amazon Kinesis
8 3 (1.95%) Amazon MSK
8 3 (1.95%) OCI
8 3 (1.95%) Power Automate
9 2 (1.30%) Azure Service Bus
Communications & Networking
1 5 (3.25%) Internet
2 1 (0.65%) DNS
2 1 (0.65%) Unified Communications
2 1 (0.65%) VPN
Database & Business Intelligence
1 33 (21.43%) Amazon Redshift
1 33 (21.43%) Data Warehouse
2 32 (20.78%) MySQL
3 27 (17.53%) Power BI
4 13 (8.44%) SQL Server
5 10 (6.49%) SQL Server Integration Services
6 9 (5.84%) Data Mining
6 9 (5.84%) Tableau
7 8 (5.19%) Big Data
7 8 (5.19%) Data Lake
7 8 (5.19%) PostgreSQL
8 5 (3.25%) Amazon RDS
8 5 (3.25%) Relational Database
8 5 (3.25%) SQL Server Analysis Services
9 4 (2.60%) Azure SQL Database
9 4 (2.60%) DB2
10 3 (1.95%) Hadoop
10 3 (1.95%) Oracle Database
10 3 (1.95%) SAP HANA
10 3 (1.95%) SQL Server Reporting Services
Development Applications
1 32 (20.78%) Git
2 5 (3.25%) GitLab
3 3 (1.95%) JIRA
4 1 (0.65%) Ant
4 1 (0.65%) Eclipse
4 1 (0.65%) Jenkins
4 1 (0.65%) Oracle Forms
General
1 43 (27.92%) Social Skills
2 30 (19.48%) Analytical Skills
3 29 (18.83%) Finance
4 10 (6.49%) Public Sector
5 9 (5.84%) Local Government
6 7 (4.55%) Manufacturing
7 5 (3.25%) Banking
7 5 (3.25%) Marketing
7 5 (3.25%) Presentation Skills
8 4 (2.60%) Retail
9 3 (1.95%) Czech Language
9 3 (1.95%) Legal
10 2 (1.30%) Influencing Skills
10 2 (1.30%) Law
10 2 (1.30%) Telecoms
11 1 (0.65%) Billing
11 1 (0.65%) Health Technology
11 1 (0.65%) Publishing
Job Titles
1 36 (23.38%) Analyst
2 32 (20.78%) Data Analyst
3 26 (16.88%) Data Engineer
4 21 (13.64%) Developer
5 7 (4.55%) Consultant
5 7 (4.55%) Data Migration Analyst
5 7 (4.55%) Lead
5 7 (4.55%) Migration Analyst
5 7 (4.55%) Senior
6 6 (3.90%) Data Migration Specialist
6 6 (3.90%) Migration Specialist
7 5 (3.25%) Manufacturing Engineer
7 5 (3.25%) Support Engineer
8 4 (2.60%) AWS Engineer
8 4 (2.60%) ERP Analyst
8 4 (2.60%) Fraud Analyst
8 4 (2.60%) IFS Analyst
8 4 (2.60%) Project Manager
8 4 (2.60%) Senior Analyst
8 4 (2.60%) Talend Developer
Libraries, Frameworks & Software Standards
1 5 (3.25%) RESTful
2 4 (2.60%) JSON
2 4 (2.60%) PostGIS
2 4 (2.60%) REST
2 4 (2.60%) SOAP
2 4 (2.60%) XML
3 3 (1.95%) Pandas
3 3 (1.95%) PySpark
4 2 (1.30%) AWS CDK
5 1 (0.65%) OAuth
5 1 (0.65%) ODBC
5 1 (0.65%) Oracle Fusion
5 1 (0.65%) Visualforce
5 1 (0.65%) Web Services
Miscellaneous
1 13 (8.44%) Legacy Systems
2 9 (5.84%) Management Information System
3 8 (5.19%) Data Structures
4 5 (3.25%) Life Science
4 5 (3.25%) NHS
5 3 (1.95%) Analytical Mindset
5 3 (1.95%) Housing Association
5 3 (1.95%) Multi-touch
6 2 (1.30%) Distributed Computing
6 2 (1.30%) IBM Mainframe
6 2 (1.30%) Mainframe
6 2 (1.30%) Social Media
6 2 (1.30%) Team-Oriented Environment
7 1 (0.65%) Clustering
7 1 (0.65%) Data Protection Act
7 1 (0.65%) Reference Data
7 1 (0.65%) Replication
7 1 (0.65%) Virtual Team
Operating Systems
1 4 (2.60%) Linux
2 3 (1.95%) Unix
2 3 (1.95%) Windows
3 2 (1.30%) VMS
3 2 (1.30%) Windows 10
3 2 (1.30%) zOS
Processes & Methodologies
1 87 (56.49%) ETL
2 71 (46.10%) Analytics
3 48 (31.17%) Agile
4 44 (28.57%) Migration
5 42 (27.27%) Data Analytics
6 36 (23.38%) Scrum
7 34 (22.08%) Requirements Gathering
8 33 (21.43%) Continuous Integration
9 32 (20.78%) Configuration Management
9 32 (20.78%) Data Modelling
9 32 (20.78%) Software Engineering
10 31 (20.13%) Business Intelligence
10 31 (20.13%) Data Migration
11 29 (18.83%) Dashboard Development
12 26 (16.88%) Process Improvement
13 25 (16.23%) Problem-Solving
14 24 (15.58%) Validation
15 22 (14.29%) Test Strategy
16 21 (13.64%) Data Integration
17 19 (12.34%) Visualisation
Programming Languages
1 71 (46.10%) SQL
2 31 (20.13%) Python
3 13 (8.44%) Java
4 8 (5.19%) PL/SQL
5 6 (3.90%) PowerShell
6 4 (2.60%) COBOL
6 4 (2.60%) R
6 4 (2.60%) REXX
6 4 (2.60%) SELCOPY
6 4 (2.60%) T-SQL
7 3 (1.95%) ABAP
7 3 (1.95%) JavaScript
7 3 (1.95%) Perl
7 3 (1.95%) Scala
8 2 (1.30%) CLIST
9 1 (0.65%) Apex Code
Qualifications
1 37 (24.03%) Security Cleared
2 36 (23.38%) SC Cleared
3 18 (11.69%) Degree
4 6 (3.90%) Computer Science Degree
5 3 (1.95%) Master's Degree
6 2 (1.30%) PhD
7 1 (0.65%) ACCA
7 1 (0.65%) BPSS Clearance
Quality Assurance & Compliance
1 42 (27.27%) Data Quality
2 10 (6.49%) GDPR
3 7 (4.55%) QA
3 7 (4.55%) SLA
4 5 (3.25%) GAMP
4 5 (3.25%) GxP
5 2 (1.30%) California Consumer Privacy Act
5 2 (1.30%) ISO/IEC 27001
5 2 (1.30%) PMO
5 2 (1.30%) Sarbanes-Oxley
6 1 (0.65%) Accessibility
6 1 (0.65%) Actionable Recommendations
6 1 (0.65%) Disclosure Scotland
6 1 (0.65%) FATCA
System Software
1 3 (1.95%) Active Directory
2 2 (1.30%) Docker
2 2 (1.30%) Microsoft App-V
2 2 (1.30%) Time Sharing Option
Systems Management
1 30 (19.48%) Grafana
2 2 (1.30%) SCCM
3 1 (0.65%) Single Sign-On
Vendors
1 35 (22.73%) Talend
2 28 (18.18%) Denodo
3 17 (11.04%) SAP
4 11 (7.14%) Microsoft
5 10 (6.49%) Oracle
6 5 (3.25%) Informatica
7 4 (2.60%) IBM
7 4 (2.60%) IFS
7 4 (2.60%) Liquidlogic
7 4 (2.60%) Syncsort
7 4 (2.60%) Workday
8 3 (1.95%) Alteryx
8 3 (1.95%) Databricks
8 3 (1.95%) Google
8 3 (1.95%) NEC
8 3 (1.95%) Salesforce
9 2 (1.30%) Ceridian
9 2 (1.30%) Concur
9 2 (1.30%) ESRI
9 2 (1.30%) ICL