The table below looks at the prevalence of the term Data Extraction in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Extraction over the 3 months to 30 July 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 Jul 2016
Same period 2015 Same period 2014
Data Extraction
Rank 527 532 509
Rank change year-on-year
+5 -23
Contract jobs citing Data Extraction 134 131 129
As % of all contract IT jobs located in the UK 0.25% 0.23% 0.24%
As % of the Miscellaneous category 0.74% 0.71% 0.73%
Number of daily rates quoted 86 93 71
Median daily rate £388 £350 £400
Median daily rate % change year-on-year
+10.71% -12.50%
90% offered a daily rate of more than £250 £250 £238
10% offered a daily rate of more than £475 £520 £525
UK excluding London median daily rate £350 £323 £365
% change year-on-year
+8.52% -11.64%
Number of hourly rates quoted 9 1 2
Median hourly rate £14.50 £12.50 £118.25
Median hourly rate % change year-on-year
+16.00% -89.42%
90% offered a hourly rate of more than £10.00 £12.50 £60.85
10% offered a hourly rate of more than £25.00 £12.50 £175.65
UK excluding London median hourly rate £14.50 £12.50 £118.25
% change year-on-year
+16.00% -89.42%

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

Miscellaneous Category
UK
Contract IT job ads with a match in the
Miscellaneous category
18060 18473 17746
As % of all contract IT jobs located in the UK 33.55% 32.36% 32.43%
Number of daily rates quoted 11668 11625 10725
Median daily rate £425 £420 £400
Median daily rate % change year-on-year
+1.19% +5.00%
90% offered a daily rate of more than £250 £250 £238
10% offered a daily rate of more than £600 £610 £600
UK excluding London median daily rate £385 £375 £350
% change year-on-year
+2.66% +7.14%
Number of hourly rates quoted 637 727 711
Median hourly rate £20.78 £19.00 £20.00
Median hourly rate % change year-on-year
+9.36% -5.00%
90% offered a hourly rate of more than £12.00 £12.02 £12.50
10% offered a hourly rate of more than £46.00 £47.50 £45.00
UK excluding London median hourly rate £21.50 £18.50 £20.21
% change year-on-year
+16.21% -8.43%

Data Extraction
Jobs Demand Trend

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

Data Extraction Jobs Demand Trend in the UK

Data Extraction
Daily Rate Trend

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

Data Extraction Daily Rate Trend in the UK

Data Extraction
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Extraction within the UK over the 3 months to 30 July 2016.

Data Extraction Daily Rate Histogram in the UK

Data Extraction
Hourly Rate Trend

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

Data Extraction Hourly Rate Trend in the UK

Data Extraction
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Extraction within the UK over the 3 months to 30 July 2016.

Data Extraction Hourly Rate Histogram in the UK

Data Extraction
Top 30 Contract Locations

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 UK over the 3 months to 30 July 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
England +14 120 £388 +10.71% 18
London -12 45 £413 +13.01% 11
South East +26 30 £425 +18.21% 4
East of England +19 11 £319 +2.82% 1
Berkshire +1 9 £438 +16.04% 2
City of London +43 8 £445 +27.14% 2
East Midlands +6 8 £250 -23.07%
South West +5 8 £294 -12.88%
Hampshire +7 7 £475 +35.71%
North West 0 7 £275 -32.30%
Hertfordshire +11 5 £288 -7.25%
West Sussex - 5 £200 -
Canary Wharf - 5 £338 -
Yorkshire -3 4 £375 +36.36% 1
Manchester -11 4 £313 -25.37%
Northamptonshire - 4 - -
East Sussex +6 3 £325 -47.58%
Welwyn Garden City +3 3 £288 -7.25%
Bedfordshire +2 3 £438 +28.67%
Nottinghamshire -3 3 £250 -23.07%
Nottingham -8 3 £250 -23.07%
West Midlands -26 3 £394 +43.18% 1
County Antrim - 3 - -
Northern Ireland - 3 - -
Maidenhead - 3 £463 -
Brighton +5 2 - -
West Yorkshire +3 2 £450 +41.73%
Merseyside 0 2 £275 -
Liverpool -1 2 £275 -
North Yorkshire -1 2 £350 +34.61%

Data Extraction
Top 30 Related IT Skills

For the 6 months to 30 July 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 with a requirement for Data Extraction.

1 135 (54.88%) SQL
2 71 (28.86%) SQL Server
3 65 (26.42%) Migration
4 63 (25.61%) Finance
5 55 (22.36%) ETL
6 54 (21.95%) Oracle
7 50 (20.33%) Data Analysis
8 49 (19.92%) Data Migration
9 45 (18.29%) Data Quality
9 45 (18.29%) Data Warehouse
10 42 (17.07%) Analytical Skills
11 41 (16.67%) Banking
11 41 (16.67%) Validation
12 39 (15.85%) SAP
13 33 (13.41%) Agile Software Development
13 33 (13.41%) Data Cleansing
14 30 (12.20%) Project Management
15 29 (11.79%) Unix
15 29 (11.79%) Business Intelligence
15 29 (11.79%) Analytics
16 27 (10.98%) Stakeholder Management
17 26 (10.57%) MS Excel
18 25 (10.16%) Data Modelling
19 24 (9.76%) .NET
20 21 (8.54%) Data Transformation
20 21 (8.54%) ITIL
20 21 (8.54%) Microsoft
21 19 (7.72%) QlikView
21 19 (7.72%) User Acceptance Testing
21 19 (7.72%) JIRA

Data Extraction
Top Related IT Skills 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 14 (5.69%) SAS
2 12 (4.88%) IIS
3 11 (4.47%) IBM HTTP Server
3 11 (4.47%) Oracle HTTP Server
3 11 (4.47%) SharePoint
4 3 (1.22%) BizTalk Server
4 3 (1.22%) Confluence
Applications
1 26 (10.57%) MS Excel
2 10 (4.07%) SPSS
3 5 (2.03%) Spreadsheet
4 4 (1.63%) MS Office
Business Applications
1 11 (4.47%) Oracle EBS
2 9 (3.66%) Dynamics CRM
2 9 (3.66%) Oracle EBS R12
3 7 (2.85%) Oracle Financials
4 6 (2.44%) Oracle Assets
4 6 (2.44%) Oracle Cash Management
4 6 (2.44%) Oracle General Ledger
4 6 (2.44%) Oracle Payables
4 6 (2.44%) Oracle Receivables
5 5 (2.03%) SAP FI
6 4 (1.63%) SAP APO
6 4 (1.63%) SAP BPC
7 3 (1.22%) SAP HR
7 3 (1.22%) SAP MM
8 2 (0.81%) SAP ERP
8 2 (0.81%) SAP MDM
8 2 (0.81%) SAP SD
9 1 (0.41%) SAP GRC
9 1 (0.41%) SAP IS-U
9 1 (0.41%) Temenos T24
Cloud Services
1 8 (3.25%) Microsoft Azure
2 5 (2.03%) SuccessFactors
3 4 (1.63%) SaaS
4 2 (0.81%) AdWords
4 2 (0.81%) Google Analytics
5 1 (0.41%) Amazon AWS
Communications & Networking
1 11 (4.47%) HTTP
2 1 (0.41%) Internet
Database & Business Intelligence
1 71 (28.86%) SQL Server
2 45 (18.29%) Data Warehouse
3 19 (7.72%) QlikView
4 18 (7.32%) SQL Server Integration Services
5 15 (6.10%) MySQL
5 15 (6.10%) SAP Data Services
6 14 (5.69%) Data Mining
6 14 (5.69%) Oracle Database
6 14 (5.69%) Relational Database
7 12 (4.88%) BusinessObjects
8 8 (3.25%) PostgreSQL
8 8 (3.25%) SQL Server 2008
8 8 (3.25%) SQL Server Reporting Services
9 7 (2.85%) Big Data
9 7 (2.85%) Hadoop
9 7 (2.85%) Power BI
9 7 (2.85%) SAP BW
10 6 (2.44%) RDBMS
11 5 (2.03%) DB2
12 4 (1.63%) PowerCenter
Development Applications
1 19 (7.72%) JIRA
2 12 (4.88%) LSMW
3 11 (4.47%) Jenkins
3 11 (4.47%) Maven
3 11 (4.47%) Subversion
4 10 (4.07%) Ant
5 5 (2.03%) ERwin
6 3 (1.22%) Talend Open Studio
7 1 (0.41%) MSTest
7 1 (0.41%) Team Foundation Server
7 1 (0.41%) Toad
7 1 (0.41%) Visual Studio
General
1 63 (25.61%) Finance
2 41 (16.67%) Banking
3 9 (3.66%) Marketing
3 9 (3.66%) Pharmaceutical
4 8 (3.25%) Back Office
5 6 (2.44%) Investment Banking
6 4 (1.63%) Legal
6 4 (1.63%) Local Government
7 3 (1.22%) Front Office
7 3 (1.22%) Manufacturing
7 3 (1.22%) Publishing
7 3 (1.22%) Telecoms
8 2 (0.81%) Military
8 2 (0.81%) Retail
9 1 (0.41%) Financial Institution
9 1 (0.41%) French Language
9 1 (0.41%) German Language
9 1 (0.41%) Law
9 1 (0.41%) Private Banking
Job Titles
1 114 (46.34%) Analyst
2 58 (23.58%) Data Analyst
3 56 (22.76%) Developer
4 22 (8.94%) SQL Analyst
5 20 (8.13%) Business Analyst
5 20 (8.13%) Consultant
6 16 (6.50%) SQL Data Analyst
7 14 (5.69%) SAP Consultant
7 14 (5.69%) SQL Developer
8 12 (4.88%) Data Consultant
8 12 (4.88%) Financial Analyst
8 12 (4.88%) QlikView Developer
9 11 (4.47%) SAP Data Consultant
10 10 (4.07%) Analyst Developer
10 10 (4.07%) Oracle Analyst
11 9 (3.66%) Support Analyst
12 8 (3.25%) Banking Analyst
12 8 (3.25%) Excel Analyst
13 7 (2.85%) Data Migration Lead
13 7 (2.85%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 24 (9.76%) .NET
2 13 (5.28%) Middleware
3 11 (4.47%) J2EE
4 5 (2.03%) BAPI
5 4 (1.63%) .NET Framework
5 4 (1.63%) XML
6 3 (1.22%) WCF
6 3 (1.22%) Web Services
7 2 (0.81%) ASP.NET Web API
7 2 (0.81%) Castle Windsor
7 2 (0.81%) CSS
7 2 (0.81%) jQuery
7 2 (0.81%) LINQ
7 2 (0.81%) NHibernate
7 2 (0.81%) WPF
7 2 (0.81%) XSLT
8 1 (0.41%) HTML
8 1 (0.41%) OLE
8 1 (0.41%) OLE DB
8 1 (0.41%) SOAP
Miscellaneous
1 42 (17.07%) Analytical Skills
2 17 (6.91%) Data Structures
3 12 (4.88%) Data Conversion
4 9 (3.66%) Management Information System
5 7 (2.85%) Visualisation
6 4 (1.63%) AS400
6 4 (1.63%) FMCG
6 4 (1.63%) Statistics
7 3 (1.22%) Credit Risk
7 3 (1.22%) Data Integration
7 3 (1.22%) Replication
8 2 (0.81%) Foreign Exchange (FX)
8 2 (0.81%) Mainframe
8 2 (0.81%) NHS
8 2 (0.81%) Social Media
8 2 (0.81%) User Experience
9 1 (0.41%) Data Centre
9 1 (0.41%) Economics
9 1 (0.41%) Equities
9 1 (0.41%) VSAM
Operating Systems
1 29 (11.79%) Unix
2 18 (7.32%) Linux
3 8 (3.25%) Windows
4 2 (0.81%) Solaris
5 1 (0.41%) Red Hat Enterprise Linux
5 1 (0.41%) Windows Server
Processes & Methodologies
1 65 (26.42%) Migration
2 55 (22.36%) ETL
3 50 (20.33%) Data Analysis
4 49 (19.92%) Data Migration
5 41 (16.67%) Validation
6 33 (13.41%) Agile Software Development
6 33 (13.41%) Data Cleansing
7 30 (12.20%) Project Management
8 29 (11.79%) Analytics
8 29 (11.79%) Business Intelligence
9 27 (10.98%) Stakeholder Management
10 25 (10.16%) Data Modelling
11 21 (8.54%) Data Transformation
11 21 (8.54%) ITIL
12 19 (7.72%) User Acceptance Testing
13 17 (6.91%) Data Mapping
14 16 (6.50%) CRM
15 13 (5.28%) Data Management
16 12 (4.88%) Business Analysis
17 11 (4.47%) Data Security
Programming Languages
1 135 (54.88%) SQL
2 16 (6.50%) T-SQL
3 13 (5.28%) VBA
4 12 (4.88%) Java
5 10 (4.07%) PL/SQL
6 6 (2.44%) PowerShell
6 6 (2.44%) R
7 4 (1.63%) C#
8 2 (0.81%) C
8 2 (0.81%) JavaScript
8 2 (0.81%) Python
9 1 (0.41%) C++
9 1 (0.41%) COBOL
9 1 (0.41%) JCL
Qualifications
1 7 (2.85%) Degree
1 7 (2.85%) SC Cleared
1 7 (2.85%) Security Cleared
2 1 (0.41%) DBS Check
2 1 (0.41%) ISEB
2 1 (0.41%) ITIL Foundation Certificate
2 1 (0.41%) PRINCE2 Certification
Quality Assurance & Compliance
1 45 (18.29%) Data Quality
2 9 (3.66%) GxP
3 6 (2.44%) QA
4 5 (2.03%) Sarbanes-Oxley
5 1 (0.41%) Dodd-Frank
5 1 (0.41%) EMIR
5 1 (0.41%) GMP
5 1 (0.41%) MiFID
5 1 (0.41%) Solvency II
Systems Management
1 10 (4.07%) Puppet
2 2 (0.81%) Symantec Enterprise Vault
3 1 (0.41%) EnCase
3 1 (0.41%) FTK
3 1 (0.41%) HP Quality Center
Vendors
1 54 (21.95%) Oracle
2 39 (15.85%) SAP
3 21 (8.54%) Microsoft
4 18 (7.32%) IBM
5 14 (5.69%) Teradata
6 11 (4.47%) webMethods
7 8 (3.25%) ATG
8 6 (2.44%) Informatica
9 5 (2.03%) IBM Sterling
9 5 (2.03%) Tableau
10 3 (1.22%) Salesforce.com
10 3 (1.22%) Splunk
10 3 (1.22%) Talend
11 2 (0.81%) Google
11 2 (0.81%) HP
11 2 (0.81%) Murex
11 2 (0.81%) Progress
11 2 (0.81%) ServiceNow
11 2 (0.81%) Symantec
11 2 (0.81%) Veritas
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