The following table provides summary statistics for contract job vacancies advertised in the City of London 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 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Extraction
London / City of London
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 147 155 181
Rank change year-on-year +8 +26  
Contract jobs citing Data Extraction 8 11 21
As % of all contract IT jobs advertised in the City of London 0.25% 0.32% 0.38%
As % of the Processes & Methodologies category 0.29% 0.36% 0.46%
Number of daily rates quoted 4 7 18
Median daily rate £438 £500 £358
Median daily rate % change year-on-year -12.50% +39.86%  
90% offered a daily rate of more than £314 £365 £260
10% offered a daily rate of more than £528 £610 £550
UK excluding London median daily rate £400 £400 £355
% change year-on-year - +12.67%  
Number of hourly rates quoted 0 0 1
Median hourly rate - - £20.00
UK excluding London median hourly rate £17.75 £13.65 £13.75
% change year-on-year +30.01% -0.70%  

Data Extraction is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
City of London
Contract job vacancies with a requirement for process and methodology skills 2745 3050 4532
As % of all contract IT job vacancies advertised in the City of London 86.00% 87.42% 82.25%
Number of daily rates quoted 2106 2478 3499
Median daily rate £500 £475 £463
Median daily rate % change year-on-year +5.26% +2.70%  
90% offered a daily rate of more than £350 £325 £320
10% offered a daily rate of more than £625 £625 £615
UK excluding London median daily rate £413 £400 £393
% change year-on-year +3.12% +1.91%  
Number of hourly rates quoted 27 31 39
Median hourly rate £16.00 £19.25 £27.37
Median hourly rate % change year-on-year -16.87% -29.67%  
90% offered a hourly rate of more than £13.50 £16.75 £15.00
10% offered a hourly rate of more than £28.35 £47.50 £92.50
UK excluding London median hourly rate £36.00 £36.52 £30.35
% change year-on-year -1.42% +20.32%  

Data Extraction
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Data Extraction as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Extraction in the City of London

Data Extraction
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Extraction in the City of London.

Contractor daily rate trend for Data Extraction in the City of London

Data Extraction
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Data Extraction in the City of London over the 3 months to 25 April 2017.

Contractor daily rate histogram for Data Extraction in the City of London

Data Extraction
Contractor Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Extraction in the City of London.

Contractor hourly rate trend for Data Extraction in the City of London

For the 6 months to 25 April 2017, IT contractor jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Data Extraction.

1 10 (52.63%) Business Intelligence
1 10 (52.63%) SQL
2 7 (36.84%) Finance
2 7 (36.84%) Analytics
3 6 (31.58%) Data Warehouse
3 6 (31.58%) Agile Software Development
3 6 (31.58%) SQL Server Reporting Services
4 5 (26.32%) SQL Server Integration Services
4 5 (26.32%) ETL
4 5 (26.32%) Relational Database
4 5 (26.32%) SQL Server Analysis Services
4 5 (26.32%) Data Analytics
5 4 (21.05%) Data Quality
5 4 (21.05%) Data Transformation
5 4 (21.05%) Data Enrichment
5 4 (21.05%) Analytical Skills
5 4 (21.05%) Data Acquisition
5 4 (21.05%) SAS
5 4 (21.05%) Management Information System
5 4 (21.05%) RDBMS
5 4 (21.05%) SQL Server
5 4 (21.05%) Data Analysis
6 3 (15.79%) Visual Studio
6 3 (15.79%) C#
6 3 (15.79%) .NET
6 3 (15.79%) Data Mapping
6 3 (15.79%) Solvency II
7 2 (10.53%) User Acceptance Testing
7 2 (10.53%) Integration Testing
7 2 (10.53%) Tableau

Data Extraction
Co-occurring IT Skills in the City of London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (21.05%) SAS
Cloud Services
1 1 (5.26%) Heroku
1 1 (5.26%) PaaS
Database & Business Intelligence
1 6 (31.58%) Data Warehouse
1 6 (31.58%) SQL Server Reporting Services
2 5 (26.32%) Relational Database
2 5 (26.32%) SQL Server Analysis Services
2 5 (26.32%) SQL Server Integration Services
3 4 (21.05%) RDBMS
3 4 (21.05%) SQL Server
4 2 (10.53%) Big Data
4 2 (10.53%) SAS EBI
5 1 (5.26%) Hadoop
5 1 (5.26%) SQL Server 2005
5 1 (5.26%) SQL Server 2008
5 1 (5.26%) SQL Server 2012
5 1 (5.26%) SQL Server 2014
Development Applications
1 3 (15.79%) Visual Studio
2 1 (5.26%) JIRA
General
1 7 (36.84%) Finance
2 1 (5.26%) Banking
2 1 (5.26%) Electronics
2 1 (5.26%) Law
2 1 (5.26%) Marketing
2 1 (5.26%) Retail
Job Titles
1 11 (57.89%) Developer
2 7 (36.84%) Analyst
3 4 (21.05%) Business Analyst
3 4 (21.05%) Data Engineer
3 4 (21.05%) ETL Developer
4 3 (15.79%) Business Developer
4 3 (15.79%) Business Intelligence Developer
4 3 (15.79%) Financial Analyst
4 3 (15.79%) Insurance Business Analyst
4 3 (15.79%) SQL Developer
5 2 (10.53%) Data Analyst
5 2 (10.53%) Data Business Analyst
5 2 (10.53%) Finance Business Analyst
5 2 (10.53%) Reinsurance Business Analyst
5 2 (10.53%) SQL BI Developer
6 1 (5.26%) Business Intelligence Business Analyst
6 1 (5.26%) Data Insight Analyst
6 1 (5.26%) ERP Analyst
6 1 (5.26%) Linux Developer
6 1 (5.26%) Linux Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (15.79%) .NET
2 2 (10.53%) ASP.NET
3 1 (5.26%) Middleware
Miscellaneous
1 4 (21.05%) Analytical Skills
1 4 (21.05%) Management Information System
2 2 (10.53%) Reinsurance
3 1 (5.26%) Data Centre
3 1 (5.26%) Data Structures
3 1 (5.26%) Fintech
3 1 (5.26%) Minimum Viable Product
3 1 (5.26%) User Experience
Operating Systems
1 2 (10.53%) Linux
2 1 (5.26%) Windows
Processes & Methodologies
1 10 (52.63%) Business Intelligence
2 7 (36.84%) Analytics
3 6 (31.58%) Agile Software Development
4 5 (26.32%) Data Analytics
4 5 (26.32%) ETL
5 4 (21.05%) Data Acquisition
5 4 (21.05%) Data Analysis
5 4 (21.05%) Data Enrichment
5 4 (21.05%) Data Transformation
6 3 (15.79%) Data Mapping
7 2 (10.53%) Business Process Analysis
7 2 (10.53%) Data Architecture
7 2 (10.53%) Data Modelling
7 2 (10.53%) DevOps
7 2 (10.53%) E-Commerce
7 2 (10.53%) Integration Testing
7 2 (10.53%) User Acceptance Testing
8 1 (5.26%) CRM
8 1 (5.26%) ERP
8 1 (5.26%) Web Analytics
Programming Languages
1 10 (52.63%) SQL
2 3 (15.79%) C#
3 2 (10.53%) VB.NET
4 1 (5.26%) Java
4 1 (5.26%) Perl
4 1 (5.26%) PowerShell
4 1 (5.26%) Python
4 1 (5.26%) R
4 1 (5.26%) T-SQL
Qualifications
1 1 (5.26%) Degree
Quality Assurance & Compliance
1 4 (21.05%) Data Quality
2 3 (15.79%) Solvency II
3 1 (5.26%) QA
System Software
1 1 (5.26%) Docker
Vendors
1 2 (10.53%) CODA
1 2 (10.53%) Cognos
1 2 (10.53%) Microsoft
1 2 (10.53%) Tableau
2 1 (5.26%) Alteryx
2 1 (5.26%) Baan
2 1 (5.26%) Splunk
2 1 (5.26%) Teradata