Period
to 22 November 2017

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 6 months to 22 November 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
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 615 648 589
Rank change year-on-year +33 -59 -11
Contract jobs citing Data Extraction 241 221 285
As % of all contract IT jobs advertised in England 0.25% 0.23% 0.28%
As % of the Processes & Methodologies category 0.30% 0.27% 0.34%
Number of daily rates quoted 147 146 174
England median daily rate £400 £400 £345
Median daily rate % change year-on-year - +15.94% -13.75%
10th Percentile £225 £250 £241
90th Percentile £549 £516 £504
UK median daily rate £400 £400 £350
% change year-on-year - +14.29% -10.26%
Number of hourly rates quoted 13 8 9
England median hourly rate £41.15 £19.12 £19.50
Median hourly rate % change year-on-year +115.22% -1.95% +17.29%
10th Percentile £18.50 £14.03 £18.75
90th Percentile £58.80 £27.50 £26.00
UK median hourly rate £41.15 £14.50 £19.50
% change year-on-year +183.79% -25.64% +21.88%

Data Extraction is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 80305 82432 84439
As % of all contract IT jobs advertised in England 84.63% 84.16% 81.97%
Number of daily rates quoted 54036 54950 55644
England median daily rate £450 £425 £423
Median daily rate % change year-on-year +5.88% +0.47% +5.75%
10th Percentile £288 £265 £263
90th Percentile £638 £613 £600
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +2.91% +3.25%
Number of hourly rates quoted 1882 2137 2504
England median hourly rate £24.00 £24.43 £22.50
Median hourly rate % change year-on-year -1.76% +8.58% +18.42%
10th Percentile £11.43 £11.50 £11.26
90th Percentile £50.00 £48.75 £47.50
UK median hourly rate £23.63 £24.00 £22.50
% change year-on-year -1.56% +6.67% +18.42%

Data Extraction
Job Vacancy Trend in England

Job postings citing Data Extraction as a percentage of all IT jobs advertised in England.

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 6 months to 22 November 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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -6 114 £450 +12.36% 3
North of England +83 31 £381 +10.91% 3
South East -15 31 £500 +15.27% 4
Midlands +34 28 £383 -1.29% 2
South West +20 21 £395 +41.45%
West Midlands +38 16 £381 -4.69% 1
Yorkshire +33 14 £425 +13.40% 2
North West +12 13 £363 +7.41% 1
East Midlands -5 12 £383 +77.91%
East of England -25 11 £306 -26.87%
North East - 4 £300 -
Data Extraction
UK

For the 6 months to 22 November 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.

1 145 (60.17%) SQL
2 65 (26.97%) Migration
3 62 (25.73%) Data Migration
4 59 (24.48%) Finance
5 58 (24.07%) ETL
6 56 (23.24%) Microsoft
7 55 (22.82%) Data Modelling
7 55 (22.82%) Analytics
8 53 (21.99%) Data Quality
9 50 (20.75%) Business Intelligence
10 45 (18.67%) Degree
11 42 (17.43%) SQL Server
11 42 (17.43%) Analytical Skills
12 40 (16.60%) Microsoft Excel
13 38 (15.77%) Data Analysis
14 37 (15.35%) Agile Software Development
15 36 (14.94%) SAP
16 34 (14.11%) Data Warehouse
16 34 (14.11%) Data Cleansing
17 31 (12.86%) Data Mapping
18 30 (12.45%) Java
18 30 (12.45%) Validation
19 29 (12.03%) Oracle
19 29 (12.03%) SharePoint
20 28 (11.62%) CRM
21 26 (10.79%) Stakeholder Management
21 26 (10.79%) Tableau
22 25 (10.37%) SQL Server Integration Services
22 25 (10.37%) Linux
23 24 (9.96%) Banking

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 29 (12.03%) SharePoint
2 22 (9.13%) MS Exchange
3 20 (8.30%) SAS
4 7 (2.90%) Confluence
5 4 (1.66%) Apache Spark
6 2 (0.83%) Apache
6 2 (0.83%) IBM Notes
7 1 (0.41%) Apache Pig
7 1 (0.41%) BizTalk Server
7 1 (0.41%) CMS
7 1 (0.41%) nginx
7 1 (0.41%) SharePoint 2010
Applications
1 40 (16.60%) Microsoft Excel
2 7 (2.90%) Spreadsheet
3 6 (2.49%) Microsoft Office
4 5 (2.07%) Microsoft PowerPoint
5 3 (1.24%) SPSS
6 2 (0.83%) Stata
7 1 (0.41%) Doxygen
7 1 (0.41%) Gephi
Business Applications
1 21 (8.71%) Dynamics CRM
2 7 (2.90%) SAP APO
2 7 (2.90%) SAP MM
3 5 (2.07%) SAP MDM
4 4 (1.66%) SAP ERP
5 3 (1.24%) Dynamics GP
6 2 (0.83%) Dynamics AX
6 2 (0.83%) Endur
6 2 (0.83%) Oracle ERP
6 2 (0.83%) Workday HCM
7 1 (0.41%) Adobe Campaign
7 1 (0.41%) FastStats
7 1 (0.41%) Oracle EBS
7 1 (0.41%) Oracle Retail
7 1 (0.41%) Sage 200
7 1 (0.41%) Sage X3
7 1 (0.41%) SAP GRC
7 1 (0.41%) SAP GTS
7 1 (0.41%) SAP HCM
7 1 (0.41%) SAP HR
Cloud Services
1 5 (2.07%) Amazon AWS
1 5 (2.07%) SuccessFactors
2 3 (1.24%) Google Cloud Platform
2 3 (1.24%) SaaS
3 2 (0.83%) BrowserStack
3 2 (0.83%) Google Analytics
4 1 (0.41%) Adobe Analytics
4 1 (0.41%) Google Tag Manager
4 1 (0.41%) Microsoft Azure
4 1 (0.41%) Office 365
Communications & Networking
1 2 (0.83%) LDAP
1 2 (0.83%) Skype
1 2 (0.83%) SMTP
2 1 (0.41%) 3G
2 1 (0.41%) 3GPP
2 1 (0.41%) 4G
2 1 (0.41%) 5G
2 1 (0.41%) FTP
2 1 (0.41%) Radio Access Network
2 1 (0.41%) SMS
Database & Business Intelligence
1 42 (17.43%) SQL Server
2 34 (14.11%) Data Warehouse
3 25 (10.37%) SQL Server Integration Services
4 22 (9.13%) Relational Database
5 20 (8.30%) Data Mining
6 19 (7.88%) Power BI
7 15 (6.22%) Big Data
8 14 (5.81%) Hadoop
9 11 (4.56%) QlikView
9 11 (4.56%) RDBMS
10 10 (4.15%) SAP Data Services
10 10 (4.15%) SQL Server Reporting Services
11 8 (3.32%) NoSQL
11 8 (3.32%) SQL Server 2008
12 7 (2.90%) BusinessObjects
12 7 (2.90%) SAP BW
12 7 (2.90%) SQL Server Analysis Services
13 6 (2.49%) Oracle Database
14 5 (2.07%) Electronic Patient Records
14 5 (2.07%) Qlik Sense
Development Applications
1 12 (4.98%) Visual Studio
2 10 (4.15%) Eclipse
3 9 (3.73%) JIRA
3 9 (3.73%) NetBeans
4 8 (3.32%) LSMW
4 8 (3.32%) Rational Rhapsody
4 8 (3.32%) Talend Open Studio
5 4 (1.66%) Atlassian Bamboo
5 4 (1.66%) Cucumber
5 4 (1.66%) Jenkins
5 4 (1.66%) Selenium
6 3 (1.24%) SoapUI
7 2 (0.83%) Git (software)
7 2 (0.83%) Jasmine
7 2 (0.83%) JMeter
7 2 (0.83%) Mocha
7 2 (0.83%) PhantomJS
7 2 (0.83%) WebDriver
8 1 (0.41%) GCC
8 1 (0.41%) GDB
General
1 59 (24.48%) Finance
2 24 (9.96%) Banking
3 18 (7.47%) Retail
4 14 (5.81%) Pharmaceutical
5 12 (4.98%) Marketing
6 11 (4.56%) Telecoms
7 9 (3.73%) Legal
8 6 (2.49%) Publishing
8 6 (2.49%) Wholesale Banking
9 5 (2.07%) Law
10 3 (1.24%) Front Office
10 3 (1.24%) General Ledger
10 3 (1.24%) Manufacturing
11 2 (0.83%) Advertising
11 2 (0.83%) Electronics
12 1 (0.41%) Corporate Banking
12 1 (0.41%) Investment Banking
12 1 (0.41%) Military
12 1 (0.41%) Retail Banking
Job Titles
1 89 (36.93%) Analyst
2 59 (24.48%) Data Analyst
3 57 (23.65%) Developer
4 17 (7.05%) Consultant
5 12 (4.98%) Architect
5 12 (4.98%) SQL Analyst
6 11 (4.56%) Data Manager
6 11 (4.56%) Data Migration Analyst
6 11 (4.56%) Migration Analyst
7 10 (4.15%) Business Analyst
8 9 (3.73%) C++ Developer
8 9 (3.73%) Data Architect
8 9 (3.73%) Migration Consultant
8 9 (3.73%) SQL Data Analyst
9 8 (3.32%) Data Consultant
9 8 (3.32%) SAP Analyst
9 8 (3.32%) Software Developer
9 8 (3.32%) Software Engineer
9 8 (3.32%) SQL Developer
9 8 (3.32%) Technical Manager
Libraries, Frameworks & Software Standards
1 12 (4.98%) .NET
2 9 (3.73%) XML
3 8 (3.32%) WCF
4 7 (2.90%) ASP.NET
5 6 (2.49%) .NET Framework
5 6 (2.49%) Entity Framework
5 6 (2.49%) jQuery
5 6 (2.49%) JSON
6 5 (2.07%) D3.js
6 5 (2.07%) Natural Language Processing
7 4 (1.66%) REST
7 4 (1.66%) SOAP
8 3 (1.24%) CSS
8 3 (1.24%) HTML
9 2 (0.83%) Jest
9 2 (0.83%) Oracle GoldenGate
9 2 (0.83%) Web Services
10 1 (0.41%) Boost C++ Libraries
10 1 (0.41%) FIX Protocol
10 1 (0.41%) Java SE
Miscellaneous
1 42 (17.43%) Analytical Skills
2 18 (7.47%) Management Information System
3 15 (6.22%) Computer Science
3 15 (6.22%) Data Structures
4 8 (3.32%) Virtual Team
5 6 (2.49%) AS400
5 6 (2.49%) Life Science
5 6 (2.49%) NHS
6 5 (2.07%) Algorithms
6 5 (2.07%) Replication
7 4 (1.66%) Credit Risk
7 4 (1.66%) Freedom of Information
8 3 (1.24%) Fintech
8 3 (1.24%) FMCG
8 3 (1.24%) User Experience
9 2 (0.83%) Greenfield Project
9 2 (0.83%) Hybrid Cloud
9 2 (0.83%) Reference Data
10 1 (0.41%) Enterprise Software
10 1 (0.41%) Reinsurance
Operating Systems
1 25 (10.37%) Linux
2 17 (7.05%) Windows
3 9 (3.73%) Unix
4 2 (0.83%) Windows 10
5 1 (0.41%) VMS
5 1 (0.41%) Windows Server
Processes & Methodologies
1 65 (26.97%) Migration
2 62 (25.73%) Data Migration
3 58 (24.07%) ETL
4 55 (22.82%) Analytics
4 55 (22.82%) Data Modelling
5 50 (20.75%) Business Intelligence
6 38 (15.77%) Data Analysis
7 37 (15.35%) Agile Software Development
8 34 (14.11%) Data Cleansing
9 31 (12.86%) Data Mapping
10 30 (12.45%) Validation
11 28 (11.62%) CRM
12 26 (10.79%) Stakeholder Management
13 23 (9.54%) User Acceptance Testing
14 20 (8.30%) Data Management
15 19 (7.88%) Visualisation
16 17 (7.05%) Data Visualisation
17 14 (5.81%) Data Conversion
17 14 (5.81%) OO
17 14 (5.81%) Workflow
Programming Languages
1 145 (60.17%) SQL
2 30 (12.45%) Java
3 21 (8.71%) Python
3 21 (8.71%) T-SQL
4 20 (8.30%) VBA
5 17 (7.05%) C#
6 16 (6.64%) R
7 12 (4.98%) JavaScript
8 10 (4.15%) C++
9 9 (3.73%) PL/SQL
9 9 (3.73%) Shell Script
10 4 (1.66%) C
11 3 (1.24%) GraphQL
11 3 (1.24%) MATLAB
11 3 (1.24%) PowerShell
11 3 (1.24%) Scala
12 2 (0.83%) Bash Shell
12 2 (0.83%) BeanShell
12 2 (0.83%) Bourne shell
12 2 (0.83%) Ruby
Qualifications
1 45 (18.67%) Degree
2 16 (6.64%) SC Cleared
2 16 (6.64%) Security Cleared
3 7 (2.90%) Master's Degree
4 4 (1.66%) Computer Science Degree
5 3 (1.24%) PMP
6 2 (0.83%) PMI Certification
7 1 (0.41%) BPSS Clearance
7 1 (0.41%) CBAP
7 1 (0.41%) DBS Check
7 1 (0.41%) IIBA
7 1 (0.41%) ISEB
7 1 (0.41%) ISTQB
7 1 (0.41%) ISTQB Foundation Certification
7 1 (0.41%) Numerate Degree
7 1 (0.41%) Postgraduate
Quality Assurance & Compliance
1 53 (21.99%) Data Quality
2 11 (4.56%) QA
3 8 (3.32%) GxP
3 8 (3.32%) Sarbanes-Oxley
4 5 (2.07%) GDPR
5 3 (1.24%) PMO
5 3 (1.24%) SLA
6 1 (0.41%) HL7
System Software
1 1 (0.41%) HDFS
1 1 (0.41%) XenApp
1 1 (0.41%) XenDesktop
Systems Management
1 4 (1.66%) HP Quality Center
2 1 (0.41%) Ansible
2 1 (0.41%) Hadoop YARN
Vendors
1 56 (23.24%) Microsoft
2 36 (14.94%) SAP
3 29 (12.03%) Oracle
4 26 (10.79%) Tableau
5 9 (3.73%) Teradata
6 8 (3.32%) Talend
7 7 (2.90%) Yardi
8 6 (2.49%) Alteryx
8 6 (2.49%) IBM
8 6 (2.49%) Netezza
9 5 (2.07%) Atlassian
9 5 (2.07%) Google
9 5 (2.07%) iManage
9 5 (2.07%) Informatica
9 5 (2.07%) PeopleSoft
9 5 (2.07%) Workday
10 2 (0.83%) Adobe
10 2 (0.83%) Lotus
10 2 (0.83%) Microgen
10 2 (0.83%) OpenLink