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

6 months to
11 May 2024
Same period 2023 Same period 2022
Rank 444 575 632
Rank change year-on-year +131 +57 -40
Contract jobs citing Data Extraction 146 124 214
As % of all contract jobs advertised in the UK 0.34% 0.21% 0.24%
As % of the Processes & Methodologies category 0.39% 0.24% 0.27%
Number of daily rates quoted 87 93 131
10th Percentile £346 £275 £300
25th Percentile £358 £413 £382
Median daily rate (50th Percentile) £475 £520 £500
Median % change year-on-year -8.65% +4.00% +32.45%
75th Percentile £544 £540 £575
90th Percentile £638 £600 £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 12 0 13
10th Percentile - - £9.37
25th Percentile £41.25 - £9.92
Median hourly rate £46.50 - £23.00
75th Percentile £52.25 - £55.00
90th Percentile £60.95 - £61.28
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 37,094 51,920 79,222
As % of all contract IT jobs advertised in the UK 86.26% 89.82% 90.60%
Number of daily rates quoted 23,889 35,981 55,625
10th Percentile £300 £325 £343
25th Percentile £413 £438 £426
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +8.72%
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% +8.57%
Number of hourly rates quoted 2,438 1,716 1,886
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.24 £15.50
Median hourly rate £36.50 £36.40 £25.68
Median % change year-on-year +0.29% +41.73% +4.82%
75th Percentile £60.00 £65.00 £49.50
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.06 £35.00 £20.00
% change year-on-year +8.74% +75.00% -6.98%

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 11 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 11 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 11 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 +122 123 £475 -9.52% 67
UK excluding London +73 78 £450 -16.36% 48
Work from Home +108 52 £475 -12.04% 14
London +103 48 £525 +6.60% 27
North of England +51 25 £463 -2.63% 6
Midlands +14 23 £358 -33.70% 11
West Midlands +6 22 £358 -33.70% 7
South East +21 12 £475 -2.06% 13
Yorkshire +23 11 £475 -18.45% 5
North West +24 10 £400 -15.79% 1
East of England +19 7 £550 +144.44% 4
Scotland - 7 £381 - 2
North East - 4 £330 -
East Midlands +17 3 - - 4
South West +12 2 £475 +42.32% 5
Wales - 2 - - 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 (8.22%) Apache Spark
2 6 (4.11%) SAS
3 4 (2.74%) Confluence
4 3 (2.05%) Microsoft Exchange
4 3 (2.05%) SharePoint
5 2 (1.37%) ArcGIS
5 2 (1.37%) CICS
5 2 (1.37%) CMS
6 1 (0.68%) Apache Airflow
6 1 (0.68%) IIS
Applications
1 8 (5.48%) Microsoft Excel
2 5 (3.42%) Microsoft PowerPoint
2 5 (3.42%) Microsoft Project
3 1 (0.68%) Spreadsheet
Business Applications
1 6 (4.11%) Workday HCM
2 4 (2.74%) SAP S/4HANA
3 3 (2.05%) PeopleSoft HCM
3 3 (2.05%) SAP Payroll
4 1 (0.68%) Dynamics AX
4 1 (0.68%) Oracle 11i
4 1 (0.68%) Oracle Payroll
4 1 (0.68%) SAP HCM
4 1 (0.68%) SystmOne
Cloud Services
1 33 (22.60%) Azure
2 25 (17.12%) Power Platform
3 16 (10.96%) AWS
4 12 (8.22%) GCP
5 7 (4.79%) Azure Data Factory
5 7 (4.79%) Snowflake
6 5 (3.42%) Azure Synapse Analytics
6 5 (3.42%) dbt
6 5 (3.42%) Dynamics 365
7 4 (2.74%) Amazon S3
7 4 (2.74%) iPaaS
7 4 (2.74%) Serverless
8 3 (2.05%) Microsoft 365
8 3 (2.05%) OCI
8 3 (2.05%) PaaS
8 3 (2.05%) Power Automate
9 2 (1.37%) AWS CloudFormation
9 2 (1.37%) AWS Lambda
9 2 (1.37%) OneDrive
9 2 (1.37%) OpenShift
Communications & Networking
1 6 (4.11%) Internet
2 1 (0.68%) DNS
2 1 (0.68%) Unified Communications
2 1 (0.68%) VPN
Database & Business Intelligence
1 34 (23.29%) Data Warehouse
2 25 (17.12%) Power BI
3 19 (13.01%) Amazon Redshift
3 19 (13.01%) MySQL
4 10 (6.85%) SQL Server
5 9 (6.16%) Big Data
5 9 (6.16%) Data Mining
5 9 (6.16%) SQL Server Integration Services
6 7 (4.79%) Tableau
7 6 (4.11%) Data Lake
7 6 (4.11%) PostgreSQL
8 5 (3.42%) BigQuery
8 5 (3.42%) SQL Server Analysis Services
9 4 (2.74%) Azure SQL Database
9 4 (2.74%) DB2
9 4 (2.74%) Hadoop
9 4 (2.74%) Relational Database
9 4 (2.74%) SQL Server Reporting Services
10 3 (2.05%) Metadata
11 2 (1.37%) Amazon RDS
Development Applications
1 20 (13.70%) Git
2 5 (3.42%) GitLab
3 3 (2.05%) JIRA
4 1 (0.68%) Oracle Forms
4 1 (0.68%) Toad
General
1 42 (28.77%) Social Skills
2 32 (21.92%) Analytical Skills
3 29 (19.86%) Finance
4 10 (6.85%) Public Sector
5 8 (5.48%) Marketing
6 7 (4.79%) Banking
6 7 (4.79%) Manufacturing
7 6 (4.11%) Retail
8 5 (3.42%) Local Government
9 3 (2.05%) Legal
9 3 (2.05%) Presentation Skills
9 3 (2.05%) Publishing
10 2 (1.37%) Czech Language
10 2 (1.37%) General Ledger
10 2 (1.37%) Influencing Skills
10 2 (1.37%) Law
10 2 (1.37%) Telecoms
11 1 (0.68%) Billing
11 1 (0.68%) Health Technology
11 1 (0.68%) Pharmaceutical
Job Titles
1 40 (27.40%) Analyst
2 36 (24.66%) Data Analyst
3 23 (15.75%) Data Engineer
4 18 (12.33%) Developer
5 10 (6.85%) Lead
6 8 (5.48%) Senior
7 6 (4.11%) Consultant
7 6 (4.11%) Data Migration Analyst
7 6 (4.11%) Data Migration Specialist
7 6 (4.11%) Migration Analyst
7 6 (4.11%) Migration Specialist
8 5 (3.42%) Data Migration Lead
8 5 (3.42%) Data Scientist
8 5 (3.42%) Manufacturing Engineer
8 5 (3.42%) Support Engineer
9 4 (2.74%) Fraud Data Analyst
9 4 (2.74%) SAP Developer
9 4 (2.74%) SAS Analyst
9 4 (2.74%) SAS Data Analyst
9 4 (2.74%) Talend Developer
Libraries, Frameworks & Software Standards
1 7 (4.79%) Pandas
2 4 (2.74%) JSON
2 4 (2.74%) PostGIS
2 4 (2.74%) XML
3 3 (2.05%) PySpark
3 3 (2.05%) REST
3 3 (2.05%) SOAP
4 2 (1.37%) AWS CDK
4 2 (1.37%) RESTful
5 1 (0.68%) Flask
5 1 (0.68%) NgRx
5 1 (0.68%) ODBC
5 1 (0.68%) Oracle Fusion
5 1 (0.68%) Web Services
Miscellaneous
1 11 (7.53%) Legacy Systems
2 8 (5.48%) Management Information System
3 7 (4.79%) Multi-touch
4 5 (3.42%) Analytical Mindset
4 5 (3.42%) Data Structures
4 5 (3.42%) Life Science
4 5 (3.42%) NHS
5 2 (1.37%) Distributed Computing
5 2 (1.37%) IBM Mainframe
5 2 (1.37%) Mainframe
5 2 (1.37%) Social Media
6 1 (0.68%) Algorithms
6 1 (0.68%) Cloud Native
6 1 (0.68%) Clustering
6 1 (0.68%) Data Protection Act
6 1 (0.68%) Product Ownership
6 1 (0.68%) Reference Data
6 1 (0.68%) Replication
6 1 (0.68%) Self-Motivation
6 1 (0.68%) Virtual Team
Operating Systems
1 4 (2.74%) Windows
2 3 (2.05%) Windows 10
3 2 (1.37%) VMS
3 2 (1.37%) zOS
4 1 (0.68%) Linux
Processes & Methodologies
1 74 (50.68%) ETL
2 55 (37.67%) Analytics
3 44 (30.14%) Migration
4 38 (26.03%) Agile
5 35 (23.97%) Data Modelling
6 34 (23.29%) Data Migration
7 33 (22.60%) Data Analytics
8 30 (20.55%) Business Intelligence
8 30 (20.55%) Validation
9 27 (18.49%) Scrum
10 24 (16.44%) Continuous Integration
10 24 (16.44%) Requirements Gathering
11 23 (15.75%) Problem-Solving
12 22 (15.07%) Configuration Management
12 22 (15.07%) Data Integration
12 22 (15.07%) Software Engineering
13 21 (14.38%) Visualisation
14 19 (13.01%) Dashboard Development
15 18 (12.33%) Data Analysis
15 18 (12.33%) Process Improvement
Programming Languages
1 75 (51.37%) SQL
2 35 (23.97%) Python
3 11 (7.53%) R
4 10 (6.85%) Java
5 6 (4.11%) PowerShell
5 6 (4.11%) T-SQL
6 4 (2.74%) COBOL
6 4 (2.74%) PL/SQL
6 4 (2.74%) REXX
6 4 (2.74%) SELCOPY
7 3 (2.05%) ABAP
7 3 (2.05%) Perl
8 2 (1.37%) CLIST
8 2 (1.37%) Scala
9 1 (0.68%) Data Analysis Expressions
Qualifications
1 29 (19.86%) Security Cleared
2 28 (19.18%) SC Cleared
3 18 (12.33%) Degree
4 4 (2.74%) Computer Science Degree
5 3 (2.05%) Master's Degree
6 2 (1.37%) PhD
7 1 (0.68%) BPSS Clearance
7 1 (0.68%) Microsoft Certification
Quality Assurance & Compliance
1 35 (23.97%) Data Quality
2 8 (5.48%) SLA
3 7 (4.79%) GDPR
4 6 (4.11%) QA
5 5 (3.42%) GAMP
5 5 (3.42%) GxP
6 2 (1.37%) California Consumer Privacy Act
6 2 (1.37%) PMO
7 1 (0.68%) Accessibility
7 1 (0.68%) Disclosure Scotland
7 1 (0.68%) FATCA
System Software
1 4 (2.74%) Active Directory
2 2 (1.37%) Docker
2 2 (1.37%) Microsoft App-V
2 2 (1.37%) Time Sharing Option
Systems Management
1 20 (13.70%) Grafana
2 3 (2.05%) SCCM
Vendors
1 25 (17.12%) Talend
2 18 (12.33%) Denodo
3 15 (10.27%) SAP
4 12 (8.22%) Microsoft
5 10 (6.85%) Oracle
6 7 (4.79%) Workday
7 5 (3.42%) Google
7 5 (3.42%) Informatica
8 4 (2.74%) Databricks
8 4 (2.74%) IBM
8 4 (2.74%) IFS
8 4 (2.74%) Liquidlogic
8 4 (2.74%) Syncsort
9 3 (2.05%) Alteryx
9 3 (2.05%) PeopleSoft
10 2 (1.37%) Ceridian
10 2 (1.37%) Concur
10 2 (1.37%) ESRI
10 2 (1.37%) ICL
10 2 (1.37%) Salesforce