Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies 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 21 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
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 626 645 596
Rank change year-on-year +19 -49 +2
Contract jobs citing Data Extraction 260 243 299
As % of all contract IT jobs advertised in the UK 0.25% 0.23% 0.26%
As % of the Processes & Methodologies category 0.30% 0.28% 0.32%
Number of daily rates quoted 154 153 186
UK median daily rate £400 £400 £345
Median daily rate % change year-on-year - +15.94% -11.54%
10th Percentile £225 £250 £236
90th Percentile £549 £524 £500
UK excluding London median daily rate £388 £375 £325
% change year-on-year +3.33% +15.38% -7.80%
Number of hourly rates quoted 14 13 9
UK median hourly rate £41.15 £14.50 £19.50
Median hourly rate % change year-on-year +183.79% -25.64% +21.88%
10th Percentile £18.50 £10.00 £18.75
90th Percentile £57.70 £26.54 £26.00
UK excluding London median hourly rate £41.15 £14.00 £19.50
% change year-on-year +193.93% -28.21% +22.99%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Contract vacancies with a requirement for process or methodology skills 87132 87864 92880
As % of all contract IT jobs advertised in the UK 84.49% 83.90% 81.77%
Number of daily rates quoted 58048 58076 60168
UK median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £281 £263 £263
90th Percentile £630 £600 £600
UK excluding London median daily rate £400 £400 £385
% change year-on-year - +3.90% +2.67%
Number of hourly rates quoted 2060 2332 2734
UK median hourly rate £23.50 £24.00 £22.50
Median hourly rate % change year-on-year -2.08% +6.67% +18.42%
10th Percentile £11.49 £11.31 £11.50
90th Percentile £49.75 £48.75 £47.71
UK excluding London median hourly rate £24.00 £24.50 £23.75
% change year-on-year -2.04% +3.16% +18.75%

Data Extraction
Job Vacancy Trend

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

Job vacancy trend for Data Extraction in the UK

Data Extraction
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Extraction in the UK

Data Extraction
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Extraction over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Extraction in the UK

Data Extraction
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Extraction in the UK

Data Extraction
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Data Extraction over the 6 months to 21 November 2017.

Contractor hourly rate histogram for Data Extraction in the UK

Data Extraction
Top 16 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 6 months to 21 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
England +31 239 £400 - 12
UK excluding London +19 139 £388 +3.33% 10
London +5 113 £450 +12.36% 4
South East -23 32 £494 +13.83% 3
North of England +63 29 £363 +5.45% 3
Midlands +30 28 £383 -1.29% 2
South West +6 21 £395 +41.45%
West Midlands +33 16 £381 -4.69% 1
North West +23 13 £363 +7.41% 1
Yorkshire +30 12 £425 +13.33% 2
East Midlands -1 12 £383 +77.91%
Scotland -4 11 £363 -12.12% 1
East of England -18 11 £306 -26.87%
Wales - 5 - - 1
North East - 4 £300 -
Northern Ireland -50 2 £375 -

For the 6 months to 21 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 with a requirement for Data Extraction.

1 155 (59.62%) SQL
2 68 (26.15%) Analytics
3 67 (25.77%) Migration
4 65 (25.00%) Finance
5 64 (24.62%) Data Migration
6 63 (24.23%) ETL
7 61 (23.46%) Microsoft
8 58 (22.31%) Data Modelling
8 58 (22.31%) Data Quality
9 54 (20.77%) Business Intelligence
10 50 (19.23%) SQL Server
11 48 (18.46%) Microsoft Excel
12 44 (16.92%) Degree
13 43 (16.54%) Analytical Skills
14 39 (15.00%) Agile Software Development
14 39 (15.00%) Data Analysis
15 37 (14.23%) SAP
16 36 (13.85%) Data Cleansing
17 34 (13.08%) Data Warehouse
18 33 (12.69%) Oracle
19 31 (11.92%) Data Mapping
20 30 (11.54%) Java
20 30 (11.54%) Stakeholder Management
20 30 (11.54%) Validation
21 29 (11.15%) Banking
21 29 (11.15%) CRM
21 29 (11.15%) SharePoint
22 27 (10.38%) User Acceptance Testing
23 26 (10.00%) SQL Server Integration Services
23 26 (10.00%) Tableau

Data Extraction
Co-occurring 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 29 (11.15%) SharePoint
2 22 (8.46%) MS Exchange
2 22 (8.46%) SAS
3 7 (2.69%) Confluence
4 5 (1.92%) Apache Spark
5 2 (0.77%) Apache
5 2 (0.77%) IBM Notes
6 1 (0.38%) Apache Pig
6 1 (0.38%) BizTalk Server
6 1 (0.38%) CMS
6 1 (0.38%) nginx
6 1 (0.38%) SharePoint 2010
Applications
1 48 (18.46%) Microsoft Excel
2 8 (3.08%) Microsoft PowerPoint
3 7 (2.69%) Microsoft Office
3 7 (2.69%) Spreadsheet
4 3 (1.15%) SPSS
5 2 (0.77%) Stata
6 1 (0.38%) Doxygen
6 1 (0.38%) Gephi
Business Applications
1 21 (8.08%) Dynamics CRM
2 7 (2.69%) SAP APO
2 7 (2.69%) SAP MM
3 5 (1.92%) SAP MDM
4 4 (1.54%) Oracle ERP
4 4 (1.54%) SAP ERP
5 3 (1.15%) Dynamics GP
6 2 (0.77%) Dynamics AX
6 2 (0.77%) Endur
6 2 (0.77%) Oracle EBS R12
6 2 (0.77%) Workday HCM
7 1 (0.38%) Aareon QL
7 1 (0.38%) Adobe Campaign
7 1 (0.38%) Oracle EBS
7 1 (0.38%) Raiser's Edge
7 1 (0.38%) Relativity
7 1 (0.38%) Ringtail
7 1 (0.38%) Sage X3
7 1 (0.38%) SAP HR
7 1 (0.38%) SAP Retail
Cloud Services
1 6 (2.31%) Amazon AWS
2 5 (1.92%) SuccessFactors
3 3 (1.15%) Google Cloud Platform
3 3 (1.15%) SaaS
4 2 (0.77%) BrowserStack
4 2 (0.77%) Google Analytics
5 1 (0.38%) Adobe Analytics
5 1 (0.38%) Google Tag Manager
5 1 (0.38%) Microsoft Azure
5 1 (0.38%) Office 365
Communications & Networking
1 2 (0.77%) LDAP
1 2 (0.77%) Skype
1 2 (0.77%) SMTP
2 1 (0.38%) 3G
2 1 (0.38%) 3GPP
2 1 (0.38%) 4G
2 1 (0.38%) 5G
2 1 (0.38%) FTP
2 1 (0.38%) Radio Access Network
2 1 (0.38%) SMS
Database & Business Intelligence
1 50 (19.23%) SQL Server
2 34 (13.08%) Data Warehouse
3 26 (10.00%) SQL Server Integration Services
4 22 (8.46%) Relational Database
5 20 (7.69%) Power BI
6 19 (7.31%) Big Data
6 19 (7.31%) Data Mining
7 18 (6.92%) Hadoop
8 13 (5.00%) QlikView
9 11 (4.23%) RDBMS
10 10 (3.85%) SAP Data Services
10 10 (3.85%) SQL Server Reporting Services
11 9 (3.46%) SQL Server 2008
12 8 (3.08%) NoSQL
12 8 (3.08%) SAP BW
13 7 (2.69%) BusinessObjects
13 7 (2.69%) Oracle Database
13 7 (2.69%) Qlik Sense
13 7 (2.69%) SQL Server Analysis Services
14 6 (2.31%) OLAP
Development Applications
1 12 (4.62%) Visual Studio
2 10 (3.85%) Eclipse
3 9 (3.46%) JIRA
3 9 (3.46%) NetBeans
4 8 (3.08%) LSMW
4 8 (3.08%) Rational Rhapsody
4 8 (3.08%) Talend Open Studio
5 4 (1.54%) Atlassian Bamboo
5 4 (1.54%) Cucumber
5 4 (1.54%) Jenkins
5 4 (1.54%) Selenium
6 3 (1.15%) SoapUI
7 2 (0.77%) Git (software)
7 2 (0.77%) Jasmine
7 2 (0.77%) JMeter
7 2 (0.77%) Mocha
7 2 (0.77%) PhantomJS
7 2 (0.77%) WebDriver
8 1 (0.38%) SQL Server Management Studio (SSMS)
8 1 (0.38%) Subversion
General
1 65 (25.00%) Finance
2 29 (11.15%) Banking
3 18 (6.92%) Retail
4 14 (5.38%) Pharmaceutical
5 13 (5.00%) Marketing
6 11 (4.23%) Telecoms
7 8 (3.08%) Legal
8 6 (2.31%) Publishing
8 6 (2.31%) Wholesale Banking
9 5 (1.92%) Law
10 3 (1.15%) Advertising
10 3 (1.15%) Front Office
10 3 (1.15%) General Ledger
10 3 (1.15%) Manufacturing
10 3 (1.15%) Retail Banking
11 2 (0.77%) Electronics
12 1 (0.38%) Corporate Banking
12 1 (0.38%) Investment Banking
12 1 (0.38%) Military
Job Titles
1 102 (39.23%) Analyst
2 67 (25.77%) Data Analyst
3 57 (21.92%) Developer
4 20 (7.69%) Consultant
5 13 (5.00%) SQL Analyst
6 12 (4.62%) Architect
6 12 (4.62%) Data Manager
6 12 (4.62%) Data Migration Analyst
6 12 (4.62%) Migration Analyst
7 9 (3.46%) Business Analyst
7 9 (3.46%) C++ Developer
7 9 (3.46%) Data Architect
7 9 (3.46%) Migration Consultant
7 9 (3.46%) SQL Data Analyst
7 9 (3.46%) SQL Developer
8 8 (3.08%) Data Consultant
8 8 (3.08%) SAP Analyst
8 8 (3.08%) Software Developer
8 8 (3.08%) Software Engineer
8 8 (3.08%) Technical Manager
Libraries, Frameworks & Software Standards
1 12 (4.62%) .NET
2 9 (3.46%) XML
3 8 (3.08%) WCF
4 7 (2.69%) ASP.NET
5 6 (2.31%) .NET Framework
5 6 (2.31%) Entity Framework
5 6 (2.31%) jQuery
5 6 (2.31%) JSON
6 5 (1.92%) D3.js
6 5 (1.92%) Natural Language Processing
7 4 (1.54%) REST
7 4 (1.54%) SOAP
8 3 (1.15%) CSS
8 3 (1.15%) HTML
9 2 (0.77%) Jest
9 2 (0.77%) Oracle GoldenGate
9 2 (0.77%) Web Services
10 1 (0.38%) IDoc
10 1 (0.38%) STL
10 1 (0.38%) XSD
Miscellaneous
1 43 (16.54%) Analytical Skills
2 18 (6.92%) Management Information System
3 16 (6.15%) Data Structures
4 15 (5.77%) Computer Science
5 8 (3.08%) Virtual Team
6 6 (2.31%) AS400
6 6 (2.31%) Life Science
6 6 (2.31%) NHS
7 5 (1.92%) Algorithms
7 5 (1.92%) Replication
8 4 (1.54%) Credit Risk
8 4 (1.54%) Freedom of Information
9 3 (1.15%) Fintech
9 3 (1.15%) FMCG
9 3 (1.15%) User Experience
10 2 (0.77%) Greenfield Project
10 2 (0.77%) Hybrid Cloud
11 1 (0.38%) Enterprise Software
11 1 (0.38%) Reference Data
11 1 (0.38%) Reinsurance
Operating Systems
1 26 (10.00%) Linux
2 17 (6.54%) Windows
3 9 (3.46%) Unix
4 2 (0.77%) Windows 10
5 1 (0.38%) VMS
5 1 (0.38%) Windows Server
Processes & Methodologies
1 68 (26.15%) Analytics
2 67 (25.77%) Migration
3 64 (24.62%) Data Migration
4 63 (24.23%) ETL
5 58 (22.31%) Data Modelling
6 54 (20.77%) Business Intelligence
7 39 (15.00%) Agile Software Development
7 39 (15.00%) Data Analysis
8 36 (13.85%) Data Cleansing
9 31 (11.92%) Data Mapping
10 30 (11.54%) Stakeholder Management
10 30 (11.54%) Validation
11 29 (11.15%) CRM
12 27 (10.38%) User Acceptance Testing
13 20 (7.69%) Data Management
14 18 (6.92%) Data Analytics
14 18 (6.92%) Visualisation
15 16 (6.15%) Data Visualisation
16 15 (5.77%) Data Conversion
17 14 (5.38%) OO
Programming Languages
1 155 (59.62%) SQL
2 30 (11.54%) Java
3 22 (8.46%) Python
3 22 (8.46%) T-SQL
3 22 (8.46%) VBA
4 18 (6.92%) R
5 17 (6.54%) C#
6 12 (4.62%) JavaScript
7 10 (3.85%) C++
8 9 (3.46%) PL/SQL
8 9 (3.46%) Shell Script
9 4 (1.54%) C
9 4 (1.54%) Scala
9 4 (1.54%) VB
10 3 (1.15%) GraphQL
10 3 (1.15%) MATLAB
10 3 (1.15%) PowerShell
11 2 (0.77%) ABAP
11 2 (0.77%) PeopleCode
11 2 (0.77%) SQR
Qualifications
1 44 (16.92%) Degree
2 16 (6.15%) SC Cleared
2 16 (6.15%) Security Cleared
3 7 (2.69%) Master's Degree
4 4 (1.54%) Computer Science Degree
5 3 (1.15%) PMP
6 2 (0.77%) PMI Certification
7 1 (0.38%) BPSS Clearance
7 1 (0.38%) CBAP
7 1 (0.38%) DBS Check
7 1 (0.38%) IIBA
7 1 (0.38%) ISEB
7 1 (0.38%) ISTQB
7 1 (0.38%) ISTQB Foundation Certification
7 1 (0.38%) Oracle Certification
7 1 (0.38%) Postgraduate
Quality Assurance & Compliance
1 58 (22.31%) Data Quality
2 11 (4.23%) QA
3 8 (3.08%) GxP
3 8 (3.08%) Sarbanes-Oxley
4 5 (1.92%) GDPR
5 4 (1.54%) PMO
6 3 (1.15%) SLA
7 1 (0.38%) HL7
System Software
1 1 (0.38%) HDFS
1 1 (0.38%) XenApp
1 1 (0.38%) XenDesktop
Systems Management
1 4 (1.54%) HP Quality Center
2 1 (0.38%) Ansible
2 1 (0.38%) Hadoop YARN
Vendors
1 61 (23.46%) Microsoft
2 37 (14.23%) SAP
3 33 (12.69%) Oracle
4 26 (10.00%) Tableau
5 9 (3.46%) Teradata
6 8 (3.08%) Talend
7 7 (2.69%) Yardi
8 6 (2.31%) Alteryx
8 6 (2.31%) IBM
8 6 (2.31%) Netezza
9 5 (1.92%) Atlassian
9 5 (1.92%) Google
9 5 (1.92%) Informatica
9 5 (1.92%) PeopleSoft
9 5 (1.92%) Workday
10 4 (1.54%) iManage
11 3 (1.15%) Cloudera
12 2 (0.77%) Adobe
12 2 (0.77%) Lotus
12 2 (0.77%) Microgen