The following table provides summary statistics for contract job vacancies advertised in England 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 24 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
UK / England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 501 524 530
Rank change year-on-year +23 +6  
Contract jobs citing Data Extraction 81 108 95
As % of all contract IT jobs advertised in England 0.19% 0.22% 0.19%
As % of the Processes & Methodologies category 0.23% 0.26% 0.23%
Number of daily rates quoted 51 76 69
Median daily rate £400 £375 £355
Median daily rate % change year-on-year +6.66% +5.63%  
90% offered a daily rate of more than £250 £275 £240
10% offered a daily rate of more than £550 £470 £550
UK excluding London median daily rate £375 £388 £344
% change year-on-year -3.22% +12.72%  
Number of hourly rates quoted 4 8 2
Median hourly rate £19.00 £21.36 £14.25
Median hourly rate % change year-on-year -11.02% +49.85%  
UK excluding London median hourly rate £19.00 £21.36 £14.25
% change year-on-year -11.02% +49.85%  

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 England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 35981 41220 41210
As % of all contract IT job vacancies advertised in England 84.73% 83.49% 80.75%
Number of daily rates quoted 23640 27663 26906
Median daily rate £450 £450 £415
Median daily rate % change year-on-year - +8.43%  
90% offered a daily rate of more than £313 £300 £288
10% offered a daily rate of more than £600 £600 £590
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 936 964 1142
Median hourly rate £32.50 £27.50 £26.00
Median hourly rate % change year-on-year +18.18% +5.76%  
90% offered a hourly rate of more than £12.53 £12.58 £12.00
10% offered a hourly rate of more than £52.50 £49.05 £50.00
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 England

The job posting trend of jobs advertised in England 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 England

Data Extraction
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Extraction in England

Data Extraction
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Extraction in England over the 3 months to 24 June 2017.

Contractor daily rate histogram for Data Extraction in England

Data Extraction
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Data Extraction in England

Data Extraction
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Extraction in England over the 3 months to 24 June 2017.

Contractor hourly rate histogram for Data Extraction in England

Data Extraction
Contract Job Locations in England

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 England region over the 3 months to 24 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
London +14 43 £425 +13.33% 16
South East +22 14 £150 -67.74% 5
Yorkshire +21 6 £430 -4.44% 1
East Midlands -4 5 £425 +70.00%
East of England -8 5 £300 +4.34% 2
North West +16 3 £400 +45.45% 4
West Midlands +23 2 £340 -12.25%
North East - 2 £313 -
South West -3 1 - -
Data Extraction
UK

For the 6 months to 24 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 England region with a requirement for Data Extraction.

1 92 (55.42%) SQL
2 52 (31.33%) Finance
3 46 (27.71%) SQL Server
4 43 (25.90%) Microsoft Excel
5 41 (24.70%) Data Warehouse
5 41 (24.70%) ETL
6 40 (24.10%) Data Analysis
7 38 (22.89%) Business Intelligence
8 37 (22.29%) Analytics
9 32 (19.28%) Migration
10 30 (18.07%) Microsoft
10 30 (18.07%) Data Migration
11 29 (17.47%) Data Quality
12 27 (16.27%) Analytical Skills
13 25 (15.06%) Data Modelling
14 24 (14.46%) SQL Server Integration Services
15 23 (13.86%) Oracle
15 23 (13.86%) XML
16 22 (13.25%) Relational Database
17 21 (12.65%) Degree
17 21 (12.65%) VBA
17 21 (12.65%) Retail
18 20 (12.05%) Data Cleansing
19 19 (11.45%) Validation
20 18 (10.84%) Agile Software Development
20 18 (10.84%) Dashboard Development
21 17 (10.24%) SAP
21 17 (10.24%) SAS
21 17 (10.24%) Big Data
21 17 (10.24%) Tableau

Data Extraction
Co-occurring IT Skills in England 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 17 (10.24%) SAS
2 4 (2.41%) Apache
3 3 (1.81%) Apache Spark
3 3 (1.81%) SharePoint
4 2 (1.20%) Apache Solr
4 2 (1.20%) Confluence
5 1 (0.60%) Apache Pig
5 1 (0.60%) CMS
5 1 (0.60%) nginx
5 1 (0.60%) SharePoint 2010
5 1 (0.60%) SharePoint Server
Applications
1 43 (25.90%) Microsoft Excel
2 5 (3.01%) Microsoft Office
2 5 (3.01%) SPSS
3 1 (0.60%) Acrobat
3 1 (0.60%) Microsoft Project
3 1 (0.60%) MS Visio
3 1 (0.60%) Stata
Business Applications
1 4 (2.41%) SAP FI
2 3 (1.81%) Dynamics AX
2 3 (1.81%) Dynamics CRM
2 3 (1.81%) Oracle EBS
3 2 (1.20%) Oracle EBS R12
3 2 (1.20%) Oracle ERP
3 2 (1.20%) SAP Oil and Gas
3 2 (1.20%) Workday HCM
4 1 (0.60%) Adobe Campaign
4 1 (0.60%) Cognos Planning
4 1 (0.60%) Dynamics GP
4 1 (0.60%) FastStats
4 1 (0.60%) NetSuite
4 1 (0.60%) Oracle Retail
4 1 (0.60%) Relativity
4 1 (0.60%) SAP CO
4 1 (0.60%) SAP FI/CO
4 1 (0.60%) SAP GTS
4 1 (0.60%) SAP Hybris
4 1 (0.60%) SAP S/4HANA
Cloud Services
1 9 (5.42%) SaaS
2 6 (3.61%) Amazon AWS
3 3 (1.81%) BrowserStack
4 2 (1.20%) Amazon EC2
4 2 (1.20%) Microsoft Azure
5 1 (0.60%) Amazon S3
5 1 (0.60%) CallidusCloud
5 1 (0.60%) Heroku
5 1 (0.60%) Office 365
5 1 (0.60%) PaaS
5 1 (0.60%) Virtual Private Cloud
Communications & Networking
1 5 (3.01%) LDAP
2 3 (1.81%) SSH
3 1 (0.60%) 2G
3 1 (0.60%) 4G
3 1 (0.60%) Internet
3 1 (0.60%) Radio Access Network
Database & Business Intelligence
1 46 (27.71%) SQL Server
2 41 (24.70%) Data Warehouse
3 24 (14.46%) SQL Server Integration Services
4 22 (13.25%) Relational Database
5 17 (10.24%) Big Data
6 15 (9.04%) SQL Server Reporting Services
7 14 (8.43%) Hadoop
7 14 (8.43%) RDBMS
8 11 (6.63%) PowerPivot
8 11 (6.63%) SQL Server Analysis Services
9 10 (6.02%) QlikView
10 9 (5.42%) BusinessObjects
10 9 (5.42%) MySQL
11 7 (4.22%) Data Mining
11 7 (4.22%) Power BI
11 7 (4.22%) SAP Data Services
12 6 (3.61%) MS Access
13 5 (3.01%) MongoDB
13 5 (3.01%) NoSQL
13 5 (3.01%) SQL Server 2012
Development Applications
1 9 (5.42%) Visual Studio
2 7 (4.22%) JIRA
3 4 (2.41%) Git (software)
3 4 (2.41%) Jenkins
3 4 (2.41%) Talend Open Studio
4 3 (1.81%) Cucumber
4 3 (1.81%) PhantomJS
4 3 (1.81%) Rational Rhapsody
4 3 (1.81%) Selenium
5 2 (1.20%) Jasmine
5 2 (1.20%) LSMW
5 2 (1.20%) Mocha
5 2 (1.20%) Team Foundation Server
6 1 (0.60%) Capybara
6 1 (0.60%) ERwin
6 1 (0.60%) RSpec
6 1 (0.60%) Toad
General
1 52 (31.33%) Finance
2 21 (12.65%) Retail
3 14 (8.43%) Banking
4 13 (7.83%) Marketing
5 8 (4.82%) Pharmaceutical
6 6 (3.61%) Back Office
7 4 (2.41%) Manufacturing
7 4 (2.41%) Telecoms
8 3 (1.81%) Investment Banking
8 3 (1.81%) Publishing
9 2 (1.20%) Electronics
9 2 (1.20%) General Ledger
9 2 (1.20%) Legal
10 1 (0.60%) Automotive
10 1 (0.60%) Billing
10 1 (0.60%) Financial Institution
10 1 (0.60%) German Language
10 1 (0.60%) Law
10 1 (0.60%) Local Government
10 1 (0.60%) Retail Banking
Job Titles
1 66 (39.76%) Analyst
2 48 (28.92%) Data Analyst
3 39 (23.49%) Developer
4 15 (9.04%) Consultant
5 11 (6.63%) Excel Analyst
6 10 (6.02%) Report Analyst
7 9 (5.42%) Business Intelligence Developer
8 8 (4.82%) SQL Analyst
8 8 (4.82%) SQL Developer
9 7 (4.22%) Architect
9 7 (4.22%) Data Architect
9 7 (4.22%) Data Consultant
9 7 (4.22%) Data Migration Analyst
9 7 (4.22%) DBA
9 7 (4.22%) ETL Analyst
9 7 (4.22%) ETL Developer
9 7 (4.22%) Migration Analyst
10 6 (3.61%) Data Manager
10 6 (3.61%) Migration Consultant
10 6 (3.61%) Project Manager
Libraries, Frameworks & Software Standards
1 23 (13.86%) XML
2 12 (7.23%) .NET
3 10 (6.02%) REST
4 7 (4.22%) JSON
5 6 (3.61%) ASP.NET
5 6 (3.61%) SOAP
6 5 (3.01%) CSS
7 4 (2.41%) HTML
7 4 (2.41%) Middleware
8 3 (1.81%) jQuery
8 3 (1.81%) Natural Language Processing
8 3 (1.81%) ODBC
8 3 (1.81%) Web Services
9 2 (1.20%) Lucene
9 2 (1.20%) Regular Expression
9 2 (1.20%) XSLT
10 1 (0.60%) .NET Framework
10 1 (0.60%) Java SE
10 1 (0.60%) SAP ALE
10 1 (0.60%) Spring
Miscellaneous
1 27 (16.27%) Analytical Skills
2 9 (5.42%) Management Information System
3 6 (3.61%) Data Structures
4 5 (3.01%) Replication
5 4 (2.41%) Computer Science
5 4 (2.41%) Fintech
5 4 (2.41%) NHS
6 3 (1.81%) FMCG
6 3 (1.81%) Life Science
6 3 (1.81%) Virtual Team
6 3 (1.81%) Wiki
7 2 (1.20%) Algorithms
7 2 (1.20%) Greenfield Project
7 2 (1.20%) Smart Meter
8 1 (0.60%) Driving Licence
8 1 (0.60%) Linux Command Line
8 1 (0.60%) Minimum Viable Product
8 1 (0.60%) Reference Data
8 1 (0.60%) Social Network
8 1 (0.60%) User Experience
Operating Systems
1 16 (9.64%) Linux
2 10 (6.02%) Windows
3 5 (3.01%) CentOS
4 4 (2.41%) Red Hat Enterprise Linux
5 3 (1.81%) Windows Server
5 3 (1.81%) Windows Server 2003
5 3 (1.81%) Windows Server 2008
6 2 (1.20%) Unix
7 1 (0.60%) VMS
Processes & Methodologies
1 41 (24.70%) ETL
2 40 (24.10%) Data Analysis
3 38 (22.89%) Business Intelligence
4 37 (22.29%) Analytics
5 32 (19.28%) Migration
6 30 (18.07%) Data Migration
7 25 (15.06%) Data Modelling
8 20 (12.05%) Data Cleansing
9 19 (11.45%) Validation
10 18 (10.84%) Agile Software Development
10 18 (10.84%) Dashboard Development
11 15 (9.04%) ERP
11 15 (9.04%) Visualisation
12 14 (8.43%) Data Analytics
13 13 (7.83%) Data Integration
13 13 (7.83%) Data Visualisation
14 12 (7.23%) CRM
15 11 (6.63%) Data Management
15 11 (6.63%) Data Transformation
15 11 (6.63%) E-Commerce
Programming Languages
1 92 (55.42%) SQL
2 21 (12.65%) VBA
3 14 (8.43%) Java
4 13 (7.83%) C#
4 13 (7.83%) Python
5 12 (7.23%) VB
6 11 (6.63%) R
7 10 (6.02%) JavaScript
8 9 (5.42%) PL/SQL
9 6 (3.61%) T-SQL
10 4 (2.41%) Bash Shell
10 4 (2.41%) PowerShell
11 3 (1.81%) PHP
11 3 (1.81%) VB6
12 2 (1.20%) C++
12 2 (1.20%) MATLAB
12 2 (1.20%) Perl
12 2 (1.20%) Ruby
13 1 (0.60%) MapBasic
13 1 (0.60%) VB.NET
Qualifications
1 21 (12.65%) Degree
2 3 (1.81%) ISEB
2 3 (1.81%) Numerate Degree
3 2 (1.20%) Computer Science Degree
3 2 (1.20%) ISTQB Foundation Certification
3 2 (1.20%) Security Cleared
4 1 (0.60%) ACCA
4 1 (0.60%) BPSS Clearance
4 1 (0.60%) CIMA
4 1 (0.60%) HNC
4 1 (0.60%) ISEB Practitioner
4 1 (0.60%) ISTQB
4 1 (0.60%) ITIL Foundation Certificate
4 1 (0.60%) PhD
4 1 (0.60%) SC Cleared
Quality Assurance & Compliance
1 29 (17.47%) Data Quality
2 6 (3.61%) QA
3 4 (2.41%) PMO
4 2 (1.20%) GxP
5 1 (0.60%) FATCA
5 1 (0.60%) GAAP
5 1 (0.60%) IFRS
5 1 (0.60%) IFRS 9
5 1 (0.60%) Sarbanes-Oxley
5 1 (0.60%) SLA
5 1 (0.60%) Solvency II
System Software
1 1 (0.60%) HDFS
1 1 (0.60%) Oracle RAC
1 1 (0.60%) XenApp
1 1 (0.60%) XenDesktop
Systems Management
1 3 (1.81%) Webmin
2 2 (1.20%) Ansible
3 1 (0.60%) Data Guard
3 1 (0.60%) Hadoop YARN
3 1 (0.60%) NSN NetAct
3 1 (0.60%) Opscode Chef
3 1 (0.60%) Oracle RMAN
3 1 (0.60%) Puppet
Vendors
1 30 (18.07%) Microsoft
2 23 (13.86%) Oracle
3 17 (10.24%) SAP
3 17 (10.24%) Tableau
4 9 (5.42%) Teradata
5 5 (3.01%) Informatica
5 5 (3.01%) Splunk
5 5 (3.01%) Yardi
6 4 (2.41%) Ariba
6 4 (2.41%) Salesforce.com
6 4 (2.41%) Talend
7 3 (1.81%) Alteryx
7 3 (1.81%) Workday
8 2 (1.20%) Adobe
8 2 (1.20%) Cloudera
8 2 (1.20%) Google
8 2 (1.20%) IBM
8 2 (1.20%) MicroStrategy
8 2 (1.20%) MuleSoft
8 2 (1.20%) TIBCO
London
Proactive Appointments
Rate: £375 - £425 per day
Posted: 2 days ago
Leeds, West Yorkshire
Harvey Nash plc
Rate: £500 - £550 per annum +
Posted: 2 days ago
London
Lorien Resourcing
Posted: Yesterday
North London
The Bridge Ltd
Rate: Unspecified
Posted: 5 days ago
Liverpool, Merseyside
JM
Rate: £350 - £425 per day
Posted: 4 days ago
London
Sapient Global Markets
Posted: 2 days ago