The following table provides summary statistics for contract job vacancies advertised in 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 28 June 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
England / London
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 378 388 391
Rank change year-on-year +10 +3  
Contract jobs citing Data Extraction 44 46 44
As % of all contract IT jobs advertised in London 0.21% 0.21% 0.19%
As % of the Processes & Methodologies category 0.24% 0.25% 0.23%
Number of daily rates quoted 27 36 33
Median daily rate £450 £375 £400
Median daily rate % change year-on-year +20.00% -6.25%  
90% offered a daily rate of more than £311 £295 £217
10% offered a daily rate of more than £575 £473 £575
UK excluding London median daily rate £381 £388 £349
% change year-on-year -1.61% +11.11%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.00 £19.10 £14.25
% change year-on-year -0.51% +34.01%  

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 London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 17998 18524 18927
As % of all contract IT job vacancies advertised in London 86.68% 85.33% 82.18%
Number of daily rates quoted 50303 52350 47249
Median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.55%  
90% offered a daily rate of more than £333 £313 £300
10% offered a daily rate of more than £650 £650 £638
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 502 404 591
Median hourly rate £25.75 £21.00 £22.00
Median hourly rate % change year-on-year +22.61% -4.54%  
90% offered a hourly rate of more than £14.00 £11.25 £10.50
10% offered a hourly rate of more than £53.75 £46.88 £58.75
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Extraction
Job Vacancy Trend in London

Job postings citing Data Extraction as a percentage of all IT jobs advertised in London.

Job vacancy trend for Data Extraction in London

Data Extraction
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Data Extraction in London

Data Extraction
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Extraction in London over the 3 months to 28 June 2017.

Contractor daily rate histogram for Data Extraction in London

Data Extraction
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Data Extraction in London

Data Extraction
Contract Job Locations in London

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 London region over the 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -2 8 £500 +17.64% 5
Ilford - 1 £425 -
Data Extraction
England

For the 6 months to 28 June 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 London region with a requirement for Data Extraction.

1 53 (60.92%) SQL
2 29 (33.33%) Finance
3 27 (31.03%) Business Intelligence
4 25 (28.74%) Data Warehouse
4 25 (28.74%) Analytics
5 23 (26.44%) ETL
6 20 (22.99%) SQL Server
6 20 (22.99%) Relational Database
6 20 (22.99%) Analytical Skills
7 18 (20.69%) Data Analysis
8 17 (19.54%) Big Data
9 16 (18.39%) Retail
10 15 (17.24%) Degree
10 15 (17.24%) SAS
11 14 (16.09%) Hadoop
12 13 (14.94%) RDBMS
12 13 (14.94%) XML
12 13 (14.94%) Microsoft Excel
12 13 (14.94%) Migration
12 13 (14.94%) Data Quality
13 12 (13.79%) Agile Software Development
13 12 (13.79%) Visualisation
13 12 (13.79%) Banking
14 11 (12.64%) Data Migration
14 11 (12.64%) Python
14 11 (12.64%) Java
14 11 (12.64%) Data Modelling
14 11 (12.64%) Microsoft
14 11 (12.64%) Tableau
14 11 (12.64%) Data Analytics

Data Extraction
Co-occurring IT Skills in 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 15 (17.24%) SAS
2 3 (3.45%) Apache Spark
3 2 (2.30%) Apache
3 2 (2.30%) Confluence
3 2 (2.30%) SharePoint
4 1 (1.15%) Apache Pig
4 1 (1.15%) nginx
Applications
1 13 (14.94%) Microsoft Excel
2 5 (5.75%) SPSS
3 3 (3.45%) Microsoft Office
4 1 (1.15%) MS Visio
4 1 (1.15%) Stata
Business Applications
1 3 (3.45%) Dynamics CRM
1 3 (3.45%) SAP FI
2 1 (1.15%) Adobe Campaign
2 1 (1.15%) Cognos Planning
2 1 (1.15%) FastStats
2 1 (1.15%) Oracle EBS R12
2 1 (1.15%) Oracle ERP
2 1 (1.15%) Oracle Retail
2 1 (1.15%) Relativity
2 1 (1.15%) SAP Oil and Gas
2 1 (1.15%) Workday HCM
Cloud Services
1 6 (6.90%) Amazon AWS
2 3 (3.45%) BrowserStack
3 2 (2.30%) Amazon EC2
4 1 (1.15%) Amazon S3
4 1 (1.15%) Heroku
4 1 (1.15%) Microsoft Azure
4 1 (1.15%) Office 365
4 1 (1.15%) PaaS
4 1 (1.15%) SaaS
4 1 (1.15%) Virtual Private Cloud
Database & Business Intelligence
1 25 (28.74%) Data Warehouse
2 20 (22.99%) Relational Database
2 20 (22.99%) SQL Server
3 17 (19.54%) Big Data
4 14 (16.09%) Hadoop
5 13 (14.94%) RDBMS
6 10 (11.49%) SQL Server Integration Services
7 6 (6.90%) SQL Server Analysis Services
7 6 (6.90%) SQL Server Reporting Services
8 5 (5.75%) BusinessObjects
8 5 (5.75%) QlikView
8 5 (5.75%) SAP Data Services
9 3 (3.45%) Apache Hive
9 3 (3.45%) Power BI
9 3 (3.45%) PowerCenter
9 3 (3.45%) SAS EBI
9 3 (3.45%) SQL Server 2012
10 2 (2.30%) Electronic Patient Records
10 2 (2.30%) Enterprise Data Warehouse
10 2 (2.30%) Oracle ODI
Development Applications
1 7 (8.05%) Visual Studio
2 4 (4.60%) Git (software)
2 4 (4.60%) Jenkins
2 4 (4.60%) JIRA
2 4 (4.60%) Talend Open Studio
3 3 (3.45%) Cucumber
3 3 (3.45%) PhantomJS
3 3 (3.45%) Rational Rhapsody
3 3 (3.45%) Selenium
4 2 (2.30%) Jasmine
4 2 (2.30%) Mocha
4 2 (2.30%) Team Foundation Server
5 1 (1.15%) Capybara
5 1 (1.15%) Eclipse
5 1 (1.15%) RSpec
General
1 29 (33.33%) Finance
2 16 (18.39%) Retail
3 12 (13.79%) Banking
4 10 (11.49%) Marketing
5 5 (5.75%) Pharmaceutical
6 4 (4.60%) Publishing
7 3 (3.45%) Investment Banking
7 3 (3.45%) Telecoms
8 2 (2.30%) Electronics
9 1 (1.15%) Billing
9 1 (1.15%) Financial Institution
9 1 (1.15%) Law
9 1 (1.15%) Manufacturing
9 1 (1.15%) Retail Banking
Job Titles
1 32 (36.78%) Analyst
2 28 (32.18%) Developer
3 19 (21.84%) Data Analyst
4 6 (6.90%) Architect
4 6 (6.90%) Business Analyst
4 6 (6.90%) Data Architect
4 6 (6.90%) SQL Developer
5 5 (5.75%) Business Intelligence Developer
5 5 (5.75%) Consultant
5 5 (5.75%) SQL Analyst
6 4 (4.60%) Business Developer
6 4 (4.60%) Data Engineer
6 4 (4.60%) Data Migration Analyst
6 4 (4.60%) ETL Consultant
6 4 (4.60%) ETL Developer
6 4 (4.60%) Migration Analyst
6 4 (4.60%) SQL Data Analyst
6 4 (4.60%) Systems Developer
6 4 (4.60%) Systems Engineer
7 3 (3.45%) Senior Manager
Libraries, Frameworks & Software Standards
1 13 (14.94%) XML
2 6 (6.90%) .NET
2 6 (6.90%) JSON
3 5 (5.75%) ASP.NET
4 4 (4.60%) Middleware
5 3 (3.45%) CSS
5 3 (3.45%) HTML
5 3 (3.45%) jQuery
5 3 (3.45%) REST
6 1 (1.15%) ActiveMQ
6 1 (1.15%) Angular 2
6 1 (1.15%) ASP.NET MVC
6 1 (1.15%) Gherkin
6 1 (1.15%) Hibernate
6 1 (1.15%) Natural Language Processing
6 1 (1.15%) Node.js
6 1 (1.15%) Oracle Fusion
6 1 (1.15%) SOAP
6 1 (1.15%) Spring
6 1 (1.15%) XSD
Miscellaneous
1 20 (22.99%) Analytical Skills
2 6 (6.90%) Management Information System
3 5 (5.75%) Data Structures
4 4 (4.60%) Fintech
5 3 (3.45%) Computer Science
5 3 (3.45%) Life Science
5 3 (3.45%) Wiki
6 2 (2.30%) Algorithms
6 2 (2.30%) FMCG
6 2 (2.30%) Greenfield Project
6 2 (2.30%) NHS
7 1 (1.15%) Freedom of Information
7 1 (1.15%) Linux Command Line
7 1 (1.15%) Minimum Viable Product
7 1 (1.15%) PMI
7 1 (1.15%) Reference Data
7 1 (1.15%) Reinsurance
7 1 (1.15%) Social Network
7 1 (1.15%) Taxonomies
7 1 (1.15%) User Experience
Operating Systems
1 10 (11.49%) Linux
2 7 (8.05%) Windows
3 1 (1.15%) Unix
3 1 (1.15%) VMS
Processes & Methodologies
1 27 (31.03%) Business Intelligence
2 25 (28.74%) Analytics
3 23 (26.44%) ETL
4 18 (20.69%) Data Analysis
5 13 (14.94%) Migration
6 12 (13.79%) Agile Software Development
6 12 (13.79%) Visualisation
7 11 (12.64%) Data Analytics
7 11 (12.64%) Data Migration
7 11 (12.64%) Data Modelling
8 10 (11.49%) Data Visualisation
9 8 (9.20%) CRM
9 8 (9.20%) Data Cleansing
9 8 (9.20%) Data Transformation
9 8 (9.20%) Digital Marketing
9 8 (9.20%) E-Commerce
9 8 (9.20%) Validation
10 7 (8.05%) Financial Modelling
10 7 (8.05%) Statistics
10 7 (8.05%) Web Analytics
Programming Languages
1 53 (60.92%) SQL
2 11 (12.64%) Java
2 11 (12.64%) Python
3 10 (11.49%) C#
4 8 (9.20%) JavaScript
4 8 (9.20%) R
5 7 (8.05%) VBA
6 4 (4.60%) PL/SQL
7 3 (3.45%) PHP
7 3 (3.45%) PowerShell
7 3 (3.45%) T-SQL
8 2 (2.30%) C++
8 2 (2.30%) Ruby
8 2 (2.30%) VB
9 1 (1.15%) Bash Shell
9 1 (1.15%) Korn
9 1 (1.15%) MATLAB
9 1 (1.15%) Perl
9 1 (1.15%) Shell Script
9 1 (1.15%) VB.NET
Qualifications
1 15 (17.24%) Degree
2 2 (2.30%) Computer Science Degree
2 2 (2.30%) Numerate Degree
3 1 (1.15%) ACCA
3 1 (1.15%) CBAP
3 1 (1.15%) CIMA
3 1 (1.15%) IIBA
3 1 (1.15%) PhD
3 1 (1.15%) PMI Certification
Quality Assurance & Compliance
1 13 (14.94%) Data Quality
2 5 (5.75%) QA
3 3 (3.45%) PMO
4 2 (2.30%) GxP
5 1 (1.15%) Sarbanes-Oxley
5 1 (1.15%) SLA
5 1 (1.15%) Solvency II
System Software
1 1 (1.15%) HDFS
1 1 (1.15%) XenApp
1 1 (1.15%) XenDesktop
Systems Management
1 2 (2.30%) Ansible
2 1 (1.15%) Hadoop YARN
2 1 (1.15%) Opscode Chef
2 1 (1.15%) Puppet
Vendors
1 11 (12.64%) Microsoft
1 11 (12.64%) Tableau
2 9 (10.34%) Oracle
3 8 (9.20%) Teradata
4 7 (8.05%) SAP
5 5 (5.75%) Yardi
6 4 (4.60%) Splunk
6 4 (4.60%) Talend
7 3 (3.45%) Alteryx
7 3 (3.45%) Informatica
8 2 (2.30%) Cloudera
8 2 (2.30%) Google
8 2 (2.30%) Salesforce.com
8 2 (2.30%) WorldPay
9 1 (1.15%) Adobe
9 1 (1.15%) MuleSoft
9 1 (1.15%) Reuters
9 1 (1.15%) ServiceNow
9 1 (1.15%) Triple Point
9 1 (1.15%) Workday
London
Proactive Appointments
Rate: £375 - £425 per day
Posted: 6 days ago
London
Lorien Resourcing
Posted: 5 days ago