The table below looks at the prevalence of the term Data Extraction in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Extraction over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Extraction
Rank 515 520 482
Rank change year-on-year
+5 -38
Contract jobs citing Data Extraction 110 99 106
As % of all contract IT jobs located in England 0.22% 0.19% 0.22%
As % of the Miscellaneous category 0.67% 0.60% 0.67%
Number of daily rates quoted 77 73 70
Median daily rate £375 £360 £375
Median daily rate % change year-on-year
+4.16% -4.00%
90% offered a daily rate of more than £275 £242 £224
10% offered a daily rate of more than £475 £550 £525
UK excluding London median daily rate £388 £349 £350
% change year-on-year
+11.11% -0.35%
Number of hourly rates quoted 9 2 2
Median hourly rate £21.36 £14.25 £118.25
Median hourly rate % change year-on-year
+49.85% -87.94%
90% offered a hourly rate of more than £13.86 £12.85 £60.85
10% offered a hourly rate of more than £25.00 £15.65 £175.65
UK excluding London median hourly rate £19.10 £14.25 £118.25
% change year-on-year
+34.01% -87.94%
Data Extraction
UK

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in contract jobs advertised in the England region.

Miscellaneous Category
England
Contract IT job ads with a match in the
Miscellaneous category
16338 16547 15845
As % of all contract IT jobs located in England 33.18% 32.53% 32.98%
Number of daily rates quoted 10719 10550 9819
Median daily rate £434 £425 £413
Median daily rate % change year-on-year
+2.11% +3.03%
90% offered a daily rate of more than £263 £250 £235
10% offered a daily rate of more than £610 £615 £600
UK excluding London median daily rate £388 £375 £350
% change year-on-year
+3.33% +7.14%
Number of hourly rates quoted 564 606 643
Median hourly rate £21.36 £18.00 £20.50
Median hourly rate % change year-on-year
+18.63% -12.19%
90% offered a hourly rate of more than £12.48 £12.00 £12.50
10% offered a hourly rate of more than £46.01 £45.00 £42.50
UK excluding London median hourly rate £22.75 £18.00 £21.00
% change year-on-year
+26.38% -14.28%

Data Extraction
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Extraction as a proportion of all IT contracts with a match in the Miscellaneous category.

Data Extraction Jobs Demand Trend in England

Data Extraction
Daily Rate Trend in England

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

Data Extraction Daily Rate Trend in England

Data Extraction
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Extraction across the England region over the 3 months to 29 June 2016.

Data Extraction Daily Rate Histogram in England

Data Extraction
Hourly Rate Trend in England

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

Data Extraction Hourly Rate Trend in England

Data Extraction
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Extraction across the England region over the 3 months to 29 June 2016.

Data Extraction Hourly Rate Histogram 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 29 June 2016. 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
(Click see detailed
statistics and trends)
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 +4 47 £375 -6.25% 6
South East +5 24 £465 +25.00% 7
East of England +13 10 £288 -7.25% 1
South West -4 9 £338 -3.57%
Yorkshire +5 5 £450 +45.16% 3
North West -10 5 £275 -36.78% 1
West Midlands -25 5 £388 +29.16%
East Midlands +8 3 £250 - 1
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 29 June 2016, 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.

1 107 (52.71%) SQL
2 55 (27.09%) SQL Server
3 51 (25.12%) Finance
4 46 (22.66%) Oracle
5 41 (20.20%) Data Analysis
6 40 (19.70%) Migration
7 37 (18.23%) Data Warehouse
8 36 (17.73%) ETL
9 29 (14.29%) Banking
9 29 (14.29%) Analytical Skills
10 28 (13.79%) Data Migration
11 27 (13.30%) Project Management
12 26 (12.81%) Unix
12 26 (12.81%) Business Intelligence
12 26 (12.81%) SAP
12 26 (12.81%) Agile Software Development
13 24 (11.82%) .NET
13 24 (11.82%) Data Quality
14 23 (11.33%) Analytics
14 23 (11.33%) Microsoft
15 21 (10.34%) MS Excel
15 21 (10.34%) Stakeholder Management
16 19 (9.36%) QlikView
16 19 (9.36%) ITIL
16 19 (9.36%) Linux
17 18 (8.87%) Validation
18 17 (8.37%) Data Management
18 17 (8.37%) SQL Server Integration Services
18 17 (8.37%) IBM
19 16 (7.88%) CRM

Data Extraction
Top Related 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 12 (5.91%) IIS
2 11 (5.42%) IBM HTTP Server
2 11 (5.42%) Oracle HTTP Server
2 11 (5.42%) SharePoint
3 8 (3.94%) SAS
4 3 (1.48%) BizTalk Server
Applications
1 21 (10.34%) MS Excel
2 10 (4.93%) SPSS
3 4 (1.97%) MS Office
3 4 (1.97%) Spreadsheet
Business Applications
1 9 (4.43%) Dynamics CRM
2 5 (2.46%) Oracle EBS
3 4 (1.97%) SAP BPC
4 3 (1.48%) Relativity
4 3 (1.48%) Veritas eDiscovery
5 2 (0.99%) SAP ERP
6 1 (0.49%) Dynamics AX
6 1 (0.49%) ENOVIA
6 1 (0.49%) Infor M3
6 1 (0.49%) Maximo
6 1 (0.49%) Northgate Housing
6 1 (0.49%) Oracle EBS R12
6 1 (0.49%) Oracle ERP
6 1 (0.49%) Oracle Financials
6 1 (0.49%) Oracle Payables
6 1 (0.49%) SAP CO
6 1 (0.49%) SAP FI/CO
6 1 (0.49%) SAP IS-U
6 1 (0.49%) Temenos T24
6 1 (0.49%) Workday HCM
Cloud Services
1 8 (3.94%) Microsoft Azure
2 4 (1.97%) SaaS
2 4 (1.97%) SuccessFactors
3 2 (0.99%) AdWords
3 2 (0.99%) Google Analytics
4 1 (0.49%) Amazon AWS
Communications & Networking
1 11 (5.42%) HTTP
Database & Business Intelligence
1 55 (27.09%) SQL Server
2 37 (18.23%) Data Warehouse
3 19 (9.36%) QlikView
4 17 (8.37%) SQL Server Integration Services
5 14 (6.90%) Oracle Database
6 13 (6.40%) MySQL
7 12 (5.91%) Relational Database
8 10 (4.93%) Data Mining
8 10 (4.93%) SQL Server Reporting Services
9 7 (3.45%) BusinessObjects
9 7 (3.45%) SAP BW
10 6 (2.96%) Big Data
10 6 (2.96%) PostgreSQL
10 6 (2.96%) RDBMS
11 5 (2.46%) DB2
11 5 (2.46%) Hadoop
11 5 (2.46%) Power BI
11 5 (2.46%) SAP Data Services
12 4 (1.97%) SAP BI
12 4 (1.97%) SQL Server 2008
Development Applications
1 14 (6.90%) JIRA
2 11 (5.42%) Jenkins
2 11 (5.42%) Maven
2 11 (5.42%) Subversion
3 10 (4.93%) Ant
4 5 (2.46%) ERwin
5 3 (1.48%) SQL Server Management Studio (SSMS)
5 3 (1.48%) Team Foundation Server
6 2 (0.99%) LSMW
6 2 (0.99%) Toad
6 2 (0.99%) Visual Studio
7 1 (0.49%) MSTest
7 1 (0.49%) Talend Open Studio
General
1 51 (25.12%) Finance
2 29 (14.29%) Banking
3 9 (4.43%) Back Office
3 9 (4.43%) Marketing
4 6 (2.96%) Investment Banking
5 5 (2.46%) Pharmaceutical
6 4 (1.97%) Legal
6 4 (1.97%) Local Government
6 4 (1.97%) Retail
7 3 (1.48%) Financial Institution
7 3 (1.48%) Front Office
7 3 (1.48%) Publishing
8 2 (0.99%) Manufacturing
8 2 (0.99%) Military
9 1 (0.49%) Billing
9 1 (0.49%) Law
9 1 (0.49%) Private Banking
9 1 (0.49%) Retail Banking
9 1 (0.49%) Telecoms
Job Titles
1 90 (44.33%) Analyst
2 59 (29.06%) Developer
3 42 (20.69%) Data Analyst
4 21 (10.34%) SQL Analyst
5 17 (8.37%) SQL Developer
6 16 (7.88%) SQL Data Analyst
7 14 (6.90%) Business Analyst
8 12 (5.91%) QlikView Developer
9 11 (5.42%) Consultant
10 10 (4.93%) Analyst Developer
10 10 (4.93%) Excel Analyst
11 9 (4.43%) Support Analyst
12 7 (3.45%) Banking Analyst
12 7 (3.45%) Business Intelligence Analyst
12 7 (3.45%) Data Migration Lead
12 7 (3.45%) Oracle Developer
13 6 (2.96%) Business Intelligence Developer
13 6 (2.96%) Data Scientist
13 6 (2.96%) SAP Consultant
14 5 (2.46%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 24 (11.82%) .NET
2 14 (6.90%) Middleware
3 11 (5.42%) J2EE
4 6 (2.96%) XML
5 4 (1.97%) .NET Framework
6 3 (1.48%) WCF
7 2 (0.99%) ASP.NET Web API
7 2 (0.99%) Castle Windsor
7 2 (0.99%) CSS
7 2 (0.99%) jQuery
7 2 (0.99%) LINQ
7 2 (0.99%) NHibernate
7 2 (0.99%) Web Services
7 2 (0.99%) WPF
7 2 (0.99%) XSLT
8 1 (0.49%) HTML
8 1 (0.49%) OLE
8 1 (0.49%) OLE DB
8 1 (0.49%) SOAP
8 1 (0.49%) WSDL
Miscellaneous
1 29 (14.29%) Analytical Skills
2 12 (5.91%) Data Structures
3 11 (5.42%) Management Information System
4 8 (3.94%) Visualisation
5 4 (1.97%) Statistics
6 3 (1.48%) Data Conversion
6 3 (1.48%) Foreign Exchange (FX)
6 3 (1.48%) NHS
6 3 (1.48%) Replication
7 2 (0.99%) Computer Science
7 2 (0.99%) Credit Risk
7 2 (0.99%) Mainframe
7 2 (0.99%) Social Media
7 2 (0.99%) User Experience
8 1 (0.49%) Derivative
8 1 (0.49%) Economics
8 1 (0.49%) Equities
8 1 (0.49%) Life Science
8 1 (0.49%) Video on Demand
8 1 (0.49%) VSAM
Operating Systems
1 26 (12.81%) Unix
2 19 (9.36%) Linux
3 10 (4.93%) Windows
4 2 (0.99%) Solaris
5 1 (0.49%) Red Hat Enterprise Linux
5 1 (0.49%) Windows Server
5 1 (0.49%) Windows Server 2012
Processes & Methodologies
1 41 (20.20%) Data Analysis
2 40 (19.70%) Migration
3 36 (17.73%) ETL
4 28 (13.79%) Data Migration
5 27 (13.30%) Project Management
6 26 (12.81%) Agile Software Development
6 26 (12.81%) Business Intelligence
7 23 (11.33%) Analytics
8 21 (10.34%) Stakeholder Management
9 19 (9.36%) ITIL
10 18 (8.87%) Validation
11 17 (8.37%) Data Management
12 16 (7.88%) CRM
13 15 (7.39%) Data Cleansing
14 14 (6.90%) Data Modelling
15 13 (6.40%) Data Transformation
16 9 (4.43%) Dimensional Modelling
17 8 (3.94%) Business Analysis
17 8 (3.94%) Release Management
18 7 (3.45%) Configuration Management
Programming Languages
1 107 (52.71%) SQL
2 14 (6.90%) VBA
3 13 (6.40%) Java
4 12 (5.91%) T-SQL
5 6 (2.96%) PL/SQL
5 6 (2.96%) PowerShell
5 6 (2.96%) R
6 4 (1.97%) C#
7 2 (0.99%) C
7 2 (0.99%) JavaScript
7 2 (0.99%) Python
8 1 (0.49%) C++
8 1 (0.49%) COBOL
8 1 (0.49%) JCL
8 1 (0.49%) Shell Script
Qualifications
1 6 (2.96%) Degree
2 5 (2.46%) SC Cleared
2 5 (2.46%) Security Cleared
3 1 (0.49%) DBS Check
Quality Assurance & Compliance
1 24 (11.82%) Data Quality
2 5 (2.46%) QA
3 2 (0.99%) Sarbanes-Oxley
4 1 (0.49%) Dodd-Frank
4 1 (0.49%) EMIR
4 1 (0.49%) GMP
4 1 (0.49%) GxP
4 1 (0.49%) MiFID
4 1 (0.49%) Solvency II
Systems Management
1 10 (4.93%) Puppet
2 3 (1.48%) EnCase
2 3 (1.48%) FTK
3 2 (0.99%) Symantec Enterprise Vault
4 1 (0.49%) Control-M
4 1 (0.49%) HP Quality Center
Vendors
1 46 (22.66%) Oracle
2 26 (12.81%) SAP
3 23 (11.33%) Microsoft
4 17 (8.37%) IBM
5 11 (5.42%) webMethods
6 9 (4.43%) Teradata
7 8 (3.94%) ATG
8 5 (2.46%) IBM Sterling
8 5 (2.46%) Informatica
9 3 (1.48%) dtSearch
9 3 (1.48%) Nuix
9 3 (1.48%) Recommind
9 3 (1.48%) ServiceNow
9 3 (1.48%) Splunk
9 3 (1.48%) Tableau
10 2 (0.99%) Google
10 2 (0.99%) Hyperion
10 2 (0.99%) Salesforce.com
10 2 (0.99%) Symantec
10 2 (0.99%) Veritas
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