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 30 September 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
30 Sep 2016
Same period 2015 Same period 2014
Data Extraction
Rank 514 467 481
Rank change year-on-year
-47 +14
Contract jobs citing Data Extraction 110 157 138
As % of all contract IT jobs located in England 0.22% 0.30% 0.26%
As % of the Miscellaneous category 0.67% 0.89% 0.80%
Number of daily rates quoted 68 89 74
Median daily rate £395 £325 £413
Median daily rate % change year-on-year
+21.53% -21.21%
90% offered a daily rate of more than £272 £249 £300
10% offered a daily rate of more than £454 £500 £550
UK excluding London median daily rate £363 £320 £375
% change year-on-year
+13.28% -14.66%
Number of hourly rates quoted 1 4 1
Median hourly rate £14.00 £26.00 £9.38
Median hourly rate % change year-on-year
-46.15% +177.33%
UK excluding London median hourly rate £10.00 £26.00 £9.94
% change year-on-year
-61.53% +161.63%
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
16499 17594 17324
As % of all contract IT jobs located in England 33.32% 33.42% 32.69%
Number of daily rates quoted 10728 11164 10644
Median daily rate £425 £425 £415
Median daily rate % change year-on-year
- +2.40%
90% offered a daily rate of more than £250 £250 £242
10% offered a daily rate of more than £600 £625 £600
UK excluding London median daily rate £375 £380 £350
% change year-on-year
-1.31% +8.57%
Number of hourly rates quoted 592 739 756
Median hourly rate £20.00 £19.02 £18.15
Median hourly rate % change year-on-year
+5.18% +4.79%
90% offered a hourly rate of more than £12.00 £11.88 £12.00
10% offered a hourly rate of more than £44.00 £44.14 £42.50
UK excluding London median hourly rate £21.16 £19.00 £17.50
% change year-on-year
+11.34% +8.57%

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 30 September 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 30 September 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 +7 42 £400 - 5
South East +1 31 £434 +27.57% 8
North West +4 9 £325 +18.18% 3
East of England +3 9 £356 -15.92% 4
East Midlands -9 8 - - 1
Yorkshire +9 3 £325 +18.18%
West Midlands -33 2 £400 +18.51%
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 30 September 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.

1 129 (58.64%) SQL
2 65 (29.55%) SQL Server
3 62 (28.18%) ETL
3 62 (28.18%) Migration
4 50 (22.73%) Finance
5 49 (22.27%) Oracle
5 49 (22.27%) Data Quality
6 48 (21.82%) Data Analysis
7 46 (20.91%) Validation
7 46 (20.91%) Data Migration
8 42 (19.09%) Analytical Skills
9 38 (17.27%) Data Warehouse
10 35 (15.91%) Agile Software Development
11 33 (15.00%) SAP
11 33 (15.00%) Data Cleansing
12 32 (14.55%) Analytics
13 30 (13.64%) Banking
14 28 (12.73%) Unix
15 24 (10.91%) Business Intelligence
16 23 (10.45%) MS Excel
16 23 (10.45%) User Acceptance Testing
17 22 (10.00%) Data Modelling
17 22 (10.00%) SQL Server Integration Services
18 21 (9.55%) Project Management
19 20 (9.09%) ITIL
19 20 (9.09%) Stakeholder Management
20 19 (8.64%) QlikView
21 18 (8.18%) Relational Database
22 17 (7.73%) Data Transformation
22 17 (7.73%) T-SQL

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 15 (6.82%) SAS
2 11 (5.00%) IIS
3 9 (4.09%) IBM HTTP Server
3 9 (4.09%) Oracle HTTP Server
4 4 (1.82%) Confluence
5 2 (0.91%) BizTalk Server
5 2 (0.91%) SharePoint
6 1 (0.45%) Apache Pig
6 1 (0.45%) Apache Spark
Applications
1 23 (10.45%) MS Excel
2 14 (6.36%) SPSS
3 7 (3.18%) MS Office
4 4 (1.82%) MS PowerPoint
5 2 (0.91%) Spreadsheet
6 1 (0.45%) Stata
Business Applications
1 10 (4.55%) Oracle EBS
2 8 (3.64%) SAP FI
3 5 (2.27%) Oracle EBS R12
4 4 (1.82%) SAP APO
4 4 (1.82%) SAP BPC
5 3 (1.36%) Oracle Assets
5 3 (1.36%) Oracle Cash Management
5 3 (1.36%) Oracle Financials
5 3 (1.36%) Oracle General Ledger
5 3 (1.36%) Oracle Payables
5 3 (1.36%) Oracle Receivables
5 3 (1.36%) SAP HR
5 3 (1.36%) SAP MM
6 2 (0.91%) Dynamics CRM
6 2 (0.91%) SAP ERP
6 2 (0.91%) SAP MDM
6 2 (0.91%) SAP SD
7 1 (0.45%) Maximo
7 1 (0.45%) SAP IS-U
7 1 (0.45%) Temenos T24
Cloud Services
1 3 (1.36%) Google Analytics
1 3 (1.36%) Microsoft Azure
2 2 (0.91%) OpenShift
3 1 (0.45%) Amazon AWS
3 1 (0.45%) SuccessFactors
Communications & Networking
1 11 (5.00%) HTTP
2 2 (0.91%) WebEx
Database & Business Intelligence
1 65 (29.55%) SQL Server
2 38 (17.27%) Data Warehouse
3 22 (10.00%) SQL Server Integration Services
4 19 (8.64%) QlikView
5 18 (8.18%) Relational Database
6 17 (7.73%) Data Mining
7 16 (7.27%) SAP Data Services
8 13 (5.91%) Oracle Database
9 12 (5.45%) SQL Server Reporting Services
10 10 (4.55%) MySQL
10 10 (4.55%) SQL Server 2008
11 9 (4.09%) RDBMS
12 7 (3.18%) Data Mart
12 7 (3.18%) PostgreSQL
12 7 (3.18%) PowerCenter
13 6 (2.73%) Hadoop
14 5 (2.27%) Big Data
14 5 (2.27%) BusinessObjects
14 5 (2.27%) SAP BW
14 5 (2.27%) SQL Server 2012
Development Applications
1 16 (7.27%) JIRA
1 16 (7.27%) LSMW
2 11 (5.00%) Subversion
3 9 (4.09%) Jenkins
3 9 (4.09%) Maven
4 8 (3.64%) Ant
5 7 (3.18%) ERwin
6 4 (1.82%) Talend Open Studio
7 2 (0.91%) Git (software)
8 1 (0.45%) Visual Studio
General
1 50 (22.73%) Finance
2 30 (13.64%) Banking
3 17 (7.73%) Pharmaceutical
4 8 (3.64%) Marketing
5 7 (3.18%) Retail
6 5 (2.27%) Investment Banking
7 4 (1.82%) Manufacturing
8 3 (1.36%) Advertising
8 3 (1.36%) Back Office
8 3 (1.36%) Legal
8 3 (1.36%) Telecoms
9 2 (0.91%) Local Government
9 2 (0.91%) Military
10 1 (0.45%) Games
10 1 (0.45%) Private Banking
10 1 (0.45%) Publishing
10 1 (0.45%) Wholesale Banking
Job Titles
1 92 (41.82%) Analyst
2 57 (25.91%) Developer
3 49 (22.27%) Data Analyst
4 22 (10.00%) Consultant
5 16 (7.27%) SAP Consultant
5 16 (7.27%) SQL Analyst
6 14 (6.36%) SQL Developer
7 13 (5.91%) Data Consultant
7 13 (5.91%) SAP Data Consultant
8 11 (5.00%) SQL Data Analyst
9 9 (4.09%) Analyst Developer
9 9 (4.09%) Data Scientist
9 9 (4.09%) ETL Developer
9 9 (4.09%) Oracle Developer
9 9 (4.09%) QlikView Developer
9 9 (4.09%) Support Analyst
10 8 (3.64%) Business Analyst
10 8 (3.64%) Excel Analyst
11 7 (3.18%) SAP Migration Consultant
11 7 (3.18%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 16 (7.27%) .NET
2 9 (4.09%) J2EE
2 9 (4.09%) Middleware
3 8 (3.64%) BAPI
3 8 (3.64%) Web Services
4 3 (1.36%) .NET Framework
5 2 (0.91%) AngularJS
5 2 (0.91%) D3.js
5 2 (0.91%) JSON
5 2 (0.91%) SOAP
5 2 (0.91%) WCF
5 2 (0.91%) XML
5 2 (0.91%) XSLT
6 1 (0.45%) MDX
6 1 (0.45%) OLE
6 1 (0.45%) OLE DB
Miscellaneous
1 42 (19.09%) Analytical Skills
2 14 (6.36%) Visualisation
3 13 (5.91%) Data Conversion
4 10 (4.55%) Data Structures
5 7 (3.18%) FMCG
5 7 (3.18%) Statistics
6 6 (2.73%) Management Information System
6 6 (2.73%) User Experience
7 5 (2.27%) Data Integration
7 5 (2.27%) Mathematics
8 4 (1.82%) AS400
8 4 (1.82%) Computer Science
8 4 (1.82%) Economics
9 3 (1.36%) Credit Risk
9 3 (1.36%) Digital Media
10 2 (0.91%) Linked Data
10 2 (0.91%) NHS
10 2 (0.91%) Ontologies
10 2 (0.91%) Replication
10 2 (0.91%) Semantic Web
Operating Systems
1 28 (12.73%) Unix
2 15 (6.82%) Linux
3 4 (1.82%) Windows
4 2 (0.91%) Solaris
5 1 (0.45%) Red Hat Enterprise Linux
5 1 (0.45%) Windows Server
Processes & Methodologies
1 62 (28.18%) ETL
1 62 (28.18%) Migration
2 48 (21.82%) Data Analysis
3 46 (20.91%) Data Migration
3 46 (20.91%) Validation
4 35 (15.91%) Agile Software Development
5 33 (15.00%) Data Cleansing
6 32 (14.55%) Analytics
7 24 (10.91%) Business Intelligence
8 23 (10.45%) User Acceptance Testing
9 22 (10.00%) Data Modelling
10 21 (9.55%) Project Management
11 20 (9.09%) ITIL
11 20 (9.09%) Stakeholder Management
12 17 (7.73%) Data Transformation
13 16 (7.27%) Data Management
14 14 (6.36%) Data Mapping
14 14 (6.36%) Performance Tuning
15 13 (5.91%) CRM
16 12 (5.45%) Test Scripting
Programming Languages
1 129 (58.64%) SQL
2 17 (7.73%) T-SQL
3 13 (5.91%) Java
3 13 (5.91%) PL/SQL
3 13 (5.91%) R
3 13 (5.91%) VBA
4 8 (3.64%) Python
5 4 (1.82%) JavaScript
6 2 (0.91%) Perl
6 2 (0.91%) PHP
6 2 (0.91%) PowerShell
6 2 (0.91%) SPARQL
7 1 (0.45%) ABAP
7 1 (0.45%) C
7 1 (0.45%) C#
7 1 (0.45%) COBOL
7 1 (0.45%) JCL
7 1 (0.45%) MATLAB
7 1 (0.45%) Scala
Qualifications
1 15 (6.82%) Degree
2 8 (3.64%) SC Cleared
2 8 (3.64%) Security Cleared
3 2 (0.91%) ITIL Certification
4 1 (0.45%) AAT
4 1 (0.45%) CFA
4 1 (0.45%) CIMA
4 1 (0.45%) CISA
4 1 (0.45%) DBS Check
4 1 (0.45%) ISEB
4 1 (0.45%) ITIL Foundation Certificate
4 1 (0.45%) MBA
4 1 (0.45%) PhD
4 1 (0.45%) PRINCE2 Certification
4 1 (0.45%) Six Sigma Black Belt
Quality Assurance & Compliance
1 49 (22.27%) Data Quality
2 13 (5.91%) GxP
3 6 (2.73%) QA
3 6 (2.73%) Sarbanes-Oxley
4 4 (1.82%) GMP
4 4 (1.82%) Solvency II
5 1 (0.45%) CDISC
System Software
1 1 (0.45%) HDFS
Systems Management
1 8 (3.64%) Puppet
2 2 (0.91%) Symantec Enterprise Vault
2 2 (0.91%) Tivoli NetView
3 1 (0.45%) HP Quality Center
Vendors
1 49 (22.27%) Oracle
2 33 (15.00%) SAP
3 17 (7.73%) Microsoft
4 15 (6.82%) Teradata
5 10 (4.55%) IBM
5 10 (4.55%) Informatica
6 9 (4.09%) Tableau
6 9 (4.09%) webMethods
7 6 (2.73%) ATG
8 5 (2.27%) IBM Sterling
9 4 (1.82%) Kronos
9 4 (1.82%) Salesforce.com
9 4 (1.82%) Talend
10 3 (1.36%) Google
11 2 (0.91%) comScore
11 2 (0.91%) Hitwise
11 2 (0.91%) HP
11 2 (0.91%) ServiceNow
11 2 (0.91%) Symantec
11 2 (0.91%) Veritas
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