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 5 December 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
5 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 515 469 486
Rank change year-on-year
-46 +17
Contract jobs citing Data Extraction 99 146 120
As % of all contract IT jobs located in England 0.21% 0.29% 0.23%
As % of the Miscellaneous category 0.65% 0.87% 0.71%
Number of daily rates quoted 66 88 72
Median daily rate £419 £388 £375
Median daily rate % change year-on-year
+8.06% +3.33%
90% offered a daily rate of more than £298 £275 £250
10% offered a daily rate of more than £538 £500 £525
UK excluding London median daily rate £375 £340 £353
% change year-on-year
+10.29% -3.54%
Number of hourly rates quoted 2 7 7
Median hourly rate £19.12 £19.50 £17.25
Median hourly rate % change year-on-year
-1.94% +13.04%
90% offered a hourly rate of more than £18.32 £19.50 £15.33
10% offered a hourly rate of more than £19.92 £22.10 £26.95
UK excluding London median hourly rate £10.00 £19.50 £16.00
% change year-on-year
-48.71% +21.87%
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
15130 16749 16870
As % of all contract IT jobs located in England 32.60% 33.46% 32.21%
Number of daily rates quoted 9835 10681 10852
Median daily rate £450 £425 £415
Median daily rate % change year-on-year
+5.88% +2.40%
90% offered a daily rate of more than £250 £250 £240
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £380 £385 £363
% change year-on-year
-1.29% +6.20%
Number of hourly rates quoted 537 718 709
Median hourly rate £19.00 £20.00 £17.00
Median hourly rate % change year-on-year
-5.00% +17.64%
90% offered a hourly rate of more than £12.00 £12.00 £11.00
10% offered a hourly rate of more than £45.00 £45.00 £42.50
UK excluding London median hourly rate £18.75 £20.00 £16.75
% change year-on-year
-6.25% +19.40%

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 5 December 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
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 5 December 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 -11 41 £425 +4.23% 11
South East -2 25 £438 +25.00% 3
East of England +13 12 £450 +35.84% 2
North West +3 9 £356 +9.61% 6
East Midlands -5 5 £180 -20.87%
West Midlands -18 2 £314 -3.38% 1
Yorkshire +2 1 £425 +47.82% 1
South West -4 1 £308 -20.51%
South Coast - 1 - -
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 5 December 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.

1 118 (56.19%) SQL
2 76 (36.19%) ETL
3 66 (31.43%) Migration
4 57 (27.14%) SQL Server
5 55 (26.19%) Data Migration
6 49 (23.33%) Validation
6 49 (23.33%) Business Intelligence
7 47 (22.38%) Data Warehouse
8 46 (21.90%) SAP
9 44 (20.95%) Oracle
9 44 (20.95%) Finance
10 43 (20.48%) Data Analysis
10 43 (20.48%) Data Quality
11 40 (19.05%) Data Cleansing
12 33 (15.71%) Analytical Skills
13 32 (15.24%) SQL Server Integration Services
14 29 (13.81%) Data Modelling
15 27 (12.86%) MS Excel
15 27 (12.86%) Agile Software Development
15 27 (12.86%) User Acceptance Testing
16 25 (11.90%) Analytics
17 21 (10.00%) Banking
17 21 (10.00%) SQL Server Reporting Services
18 20 (9.52%) ERP
19 19 (9.05%) Stakeholder Management
19 19 (9.05%) Data Transformation
19 19 (9.05%) Relational Database
20 18 (8.57%) Tableau
20 18 (8.57%) T-SQL
21 17 (8.10%) Degree

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 11 (5.24%) SAS
2 5 (2.38%) Confluence
3 2 (0.95%) Apache Spark
3 2 (0.95%) NetWeaver
4 1 (0.48%) Apache
4 1 (0.48%) Apache Pig
4 1 (0.48%) BizTalk Server
4 1 (0.48%) IIS
Applications
1 27 (12.86%) MS Excel
2 7 (3.33%) MS PowerPoint
3 6 (2.86%) SPSS
4 5 (2.38%) MS Office
5 2 (0.95%) Spreadsheet
6 1 (0.48%) Stata
Business Applications
1 10 (4.76%) Oracle EBS
2 9 (4.29%) SAP BPC
3 8 (3.81%) SAP FI
4 7 (3.33%) Oracle EBS R12
5 5 (2.38%) Oracle ERP
5 5 (2.38%) SAP ERP
6 4 (1.90%) SAP APO
7 3 (1.43%) Oracle Assets
7 3 (1.43%) Oracle Cash Management
7 3 (1.43%) Oracle Financials
7 3 (1.43%) Oracle General Ledger
7 3 (1.43%) Oracle Payables
7 3 (1.43%) Oracle Receivables
7 3 (1.43%) SAP HR
7 3 (1.43%) SAP MM
8 2 (0.95%) SAP GRC
8 2 (0.95%) SAP MDM
8 2 (0.95%) SAP SD
8 2 (0.95%) Unica
9 1 (0.48%) SAP FI/CO
Cloud Services
1 3 (1.43%) Google Analytics
2 2 (0.95%) OpenShift
3 1 (0.48%) Amazon AWS
3 1 (0.48%) CallidusCloud
3 1 (0.48%) Flurry Analytics
3 1 (0.48%) Microsoft Azure
3 1 (0.48%) SuccessFactors
Communications & Networking
1 2 (0.95%) HTTP
1 2 (0.95%) WebEx
Database & Business Intelligence
1 57 (27.14%) SQL Server
2 47 (22.38%) Data Warehouse
3 32 (15.24%) SQL Server Integration Services
4 21 (10.00%) SQL Server Reporting Services
5 19 (9.05%) Relational Database
6 15 (7.14%) SAP BW
6 15 (7.14%) SAP Data Services
7 14 (6.67%) QlikView
7 14 (6.67%) SQL Server 2008
8 13 (6.19%) SQL Server Analysis Services
9 12 (5.71%) BusinessObjects
9 12 (5.71%) Oracle Database
10 11 (5.24%) Power BI
10 11 (5.24%) SQL Server 2012
11 10 (4.76%) RDBMS
12 9 (4.29%) Big Data
13 8 (3.81%) Data Mining
13 8 (3.81%) Hadoop
13 8 (3.81%) MySQL
14 7 (3.33%) BusinessObjects Business Intelligence
Development Applications
1 16 (7.62%) LSMW
2 7 (3.33%) JIRA
3 6 (2.86%) Talend Open Studio
4 5 (2.38%) ERwin
5 4 (1.90%) Git (software)
6 3 (1.43%) Jenkins
6 3 (1.43%) Subversion
7 2 (0.95%) ClearCase
7 2 (0.95%) Sonatype Nexus
7 2 (0.95%) Toad
7 2 (0.95%) Visual Studio
8 1 (0.48%) Team Foundation Server
General
1 44 (20.95%) Finance
2 21 (10.00%) Banking
3 15 (7.14%) Pharmaceutical
4 12 (5.71%) Marketing
5 10 (4.76%) Retail
6 5 (2.38%) Advertising
7 4 (1.90%) Telecoms
8 3 (1.43%) Investment Banking
8 3 (1.43%) Manufacturing
9 1 (0.48%) Back Office
9 1 (0.48%) Games
9 1 (0.48%) German Language
9 1 (0.48%) Legal
9 1 (0.48%) Local Government
9 1 (0.48%) Private Banking
9 1 (0.48%) Wholesale Banking
Job Titles
1 80 (38.10%) Analyst
2 50 (23.81%) Developer
3 47 (22.38%) Data Analyst
4 26 (12.38%) Consultant
5 22 (10.48%) SAP Consultant
6 15 (7.14%) Business Analyst
7 13 (6.19%) Data Consultant
7 13 (6.19%) SAP Data Consultant
8 11 (5.24%) ETL Developer
9 10 (4.76%) Data Migration Analyst
9 10 (4.76%) Migration Analyst
10 9 (4.29%) Business Intelligence Developer
10 9 (4.29%) SQL Developer
11 8 (3.81%) Financial Analyst
12 7 (3.33%) Data Migration Consultant
12 7 (3.33%) Data Warehouse Developer
12 7 (3.33%) Migration Consultant
12 7 (3.33%) SAP Data Migration Consultant
12 7 (3.33%) SAP Migration Consultant
12 7 (3.33%) SSIS Developer
Libraries, Frameworks & Software Standards
1 8 (3.81%) BAPI
2 7 (3.33%) Web Services
3 4 (1.90%) .NET
3 4 (1.90%) Node.js
3 4 (1.90%) XML
4 3 (1.43%) MDX
5 2 (0.95%) AngularJS
5 2 (0.95%) D3.js
5 2 (0.95%) JSON
5 2 (0.95%) Velocity
5 2 (0.95%) XSLT
6 1 (0.48%) Oracle Fusion
6 1 (0.48%) SOAP
6 1 (0.48%) WCF
Miscellaneous
1 33 (15.71%) Analytical Skills
2 13 (6.19%) Data Conversion
2 13 (6.19%) Visualisation
3 8 (3.81%) Data Structures
4 7 (3.33%) Data Integration
4 7 (3.33%) FMCG
5 5 (2.38%) Mathematics
5 5 (2.38%) Statistics
6 4 (1.90%) AS400
6 4 (1.90%) Reinsurance
6 4 (1.90%) User Experience
7 3 (1.43%) Computer Science
7 3 (1.43%) Credit Risk
7 3 (1.43%) Digital Media
7 3 (1.43%) Economics
7 3 (1.43%) NHS
8 2 (0.95%) Data Centre
8 2 (0.95%) Linked Data
8 2 (0.95%) Ontologies
8 2 (0.95%) Semantic Web
Operating Systems
1 12 (5.71%) Unix
2 4 (1.90%) Linux
Processes & Methodologies
1 76 (36.19%) ETL
2 66 (31.43%) Migration
3 55 (26.19%) Data Migration
4 49 (23.33%) Business Intelligence
4 49 (23.33%) Validation
5 43 (20.48%) Data Analysis
6 40 (19.05%) Data Cleansing
7 29 (13.81%) Data Modelling
8 27 (12.86%) Agile Software Development
8 27 (12.86%) User Acceptance Testing
9 25 (11.90%) Analytics
10 20 (9.52%) ERP
11 19 (9.05%) Data Transformation
11 19 (9.05%) Stakeholder Management
12 16 (7.62%) Project Management
13 15 (7.14%) Data Management
14 14 (6.67%) Data Mapping
15 13 (6.19%) CRM
16 12 (5.71%) Performance Tuning
16 12 (5.71%) Test Scripting
Programming Languages
1 118 (56.19%) SQL
2 18 (8.57%) T-SQL
3 12 (5.71%) PL/SQL
4 10 (4.76%) Java
5 8 (3.81%) JavaScript
6 7 (3.33%) ABAP
6 7 (3.33%) Python
6 7 (3.33%) R
6 7 (3.33%) VBA
7 2 (0.95%) C
7 2 (0.95%) Perl
7 2 (0.95%) PHP
7 2 (0.95%) SPARQL
8 1 (0.48%) C#
8 1 (0.48%) MATLAB
8 1 (0.48%) SAS Macro
8 1 (0.48%) Scala
Qualifications
1 17 (8.10%) Degree
2 4 (1.90%) Security Cleared
3 3 (1.43%) SC Cleared
4 2 (0.95%) IIBA
4 2 (0.95%) ITIL Certification
5 1 (0.48%) AAT
5 1 (0.48%) BC Cleared
5 1 (0.48%) CFA
5 1 (0.48%) CIMA
5 1 (0.48%) CISA
5 1 (0.48%) ISEB
5 1 (0.48%) ITIL Foundation Certificate
5 1 (0.48%) MBA
5 1 (0.48%) PhD
5 1 (0.48%) PRINCE2 Certification
5 1 (0.48%) Six Sigma Black Belt
Quality Assurance & Compliance
1 43 (20.48%) Data Quality
2 13 (6.19%) GxP
3 9 (4.29%) Solvency II
4 6 (2.86%) QA
4 6 (2.86%) Sarbanes-Oxley
5 4 (1.90%) GMP
6 1 (0.48%) CDISC
System Software
1 1 (0.48%) Apache Flume
1 1 (0.48%) Docker
1 1 (0.48%) Firmware
1 1 (0.48%) HDFS
1 1 (0.48%) Oracle RAC
Systems Management
1 1 (0.48%) HP Quality Center
1 1 (0.48%) Symantec Enterprise Vault
Vendors
1 46 (21.90%) SAP
2 44 (20.95%) Oracle
3 18 (8.57%) Tableau
4 13 (6.19%) Microsoft
5 12 (5.71%) Teradata
6 10 (4.76%) Informatica
7 6 (2.86%) Talend
8 5 (2.38%) Salesforce.com
9 4 (1.90%) Kronos
10 3 (1.43%) Cognos
10 3 (1.43%) Google
11 2 (0.95%) Callidus
11 2 (0.95%) Cisco
11 2 (0.95%) CODA
11 2 (0.95%) comScore
11 2 (0.95%) Hitwise
11 2 (0.95%) IBM
11 2 (0.95%) Perforce
11 2 (0.95%) ServiceNow
11 2 (0.95%) Sybase
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HAYS INFORMATION TECHNOLOGY
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