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 3 months to 24 March 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Extraction
UK / England
Rank 498 519 474
Rank change year-on-year +21 -45  
Contract jobs citing Data Extraction 85 98 129
As % of all contract IT jobs advertised in England 0.20% 0.20% 0.27%
As % of the Processes & Methodologies category 0.24% 0.24% 0.34%
Number of daily rates quoted 53 62 64
Median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.66%  
90% offered a daily rate of more than £289 £275 £275
10% offered a daily rate of more than £532 £550 £500
UK excluding London median daily rate £400 £375 £378
% change year-on-year +6.66% -0.66%  
Number of hourly rates quoted 3 2 6
Median hourly rate £18.50 £20.50 £16.13
Median hourly rate % change year-on-year -9.75% +27.13%  
90% offered a hourly rate of more than £16.90 £20.10 £13.25
10% offered a hourly rate of more than £18.90 £20.90 £95.00
UK excluding London median hourly rate £18.50 £16.75 £15.75
% change year-on-year +10.44% +6.34%  

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

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 34806 40518 38294
As % of all contract IT job vacancies advertised in England 83.27% 82.93% 80.08%
Number of daily rates quoted 23035 26911 24118
Median daily rate £450 £438 £425
Median daily rate % change year-on-year +2.85% +2.94%  
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 869 1000 1121
Median hourly rate £35.75 £37.50 £27.50
Median hourly rate % change year-on-year -4.66% +36.36%  
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £52.50 £55.00 £49.50
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Extraction
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Data Extraction as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 24 March 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 hourly rates quoted in IT contractor jobs citing Data Extraction in England.

Contractor hourly rate trend 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 3 months to 24 March 2017. 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 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 +24 43 £445 +4.70% 19
South East +28 17 £400 -3.03% 2
North West +25 7 £245 -23.93% 3
West Midlands +13 7 £500 +33.33% 1
East Midlands -2 3 £295 -36.21%
Yorkshire +8 2 - - 1
East of England -3 2 £288 +12.74% 2
South West -11 1 £425 +13.33%
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 24 March 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 91 (50.00%) SQL
2 59 (32.42%) Data Warehouse
3 57 (31.32%) SQL Server
4 55 (30.22%) Business Intelligence
5 53 (29.12%) ETL
6 48 (26.37%) Finance
7 40 (21.98%) SQL Server Integration Services
8 39 (21.43%) Oracle
9 35 (19.23%) Migration
10 32 (17.58%) Data Analysis
11 31 (17.03%) Data Migration
12 28 (15.38%) SAP
12 28 (15.38%) ERP
13 27 (14.84%) SQL Server Reporting Services
14 26 (14.29%) Data Modelling
14 26 (14.29%) MS Excel
15 24 (13.19%) Analytical Skills
16 22 (12.09%) Data Quality
17 21 (11.54%) Data Cleansing
17 21 (11.54%) XML
18 20 (10.99%) Microsoft
18 20 (10.99%) Tableau
18 20 (10.99%) Analytics
19 19 (10.44%) SQL Server Analysis Services
19 19 (10.44%) .NET
19 19 (10.44%) Validation
20 18 (9.89%) Degree
21 16 (8.79%) Relational Database
21 16 (8.79%) SQL Server 2012
21 16 (8.79%) Agile Software Development

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 13 (7.14%) SAS
2 4 (2.20%) CMS
2 4 (2.20%) EPiServer
3 3 (1.65%) Apache
3 3 (1.65%) SharePoint
4 2 (1.10%) Apache Solr
4 2 (1.10%) Apache Spark
4 2 (1.10%) NetWeaver
5 1 (0.55%) Apache Pig
5 1 (0.55%) Confluence
5 1 (0.55%) OpenEdge
5 1 (0.55%) SharePoint 2013
5 1 (0.55%) SharePoint Server
Applications
1 26 (14.29%) MS Excel
2 4 (2.20%) MS Office
3 3 (1.65%) MS PowerPoint
4 2 (1.10%) SPSS
5 1 (0.55%) Acrobat
5 1 (0.55%) Spreadsheet
Business Applications
1 8 (4.40%) Oracle ERP
2 6 (3.30%) SAP FI
3 5 (2.75%) Oracle EBS R12
3 5 (2.75%) SAP BPC
4 3 (1.65%) Dynamics CRM
4 3 (1.65%) NetSuite
4 3 (1.65%) SAP ERP
5 2 (1.10%) Oracle EBS
5 2 (1.10%) Unica
6 1 (0.55%) Cognos Planning
6 1 (0.55%) Primavera
6 1 (0.55%) Relativity
6 1 (0.55%) SAP CO
6 1 (0.55%) SAP FI/CO
6 1 (0.55%) SAP GRC
6 1 (0.55%) SAP GTS
6 1 (0.55%) SAP HR
6 1 (0.55%) SAP PS
6 1 (0.55%) SAP S/4HANA
6 1 (0.55%) Unit4 Business World
Cloud Services
1 7 (3.85%) SaaS
2 4 (2.20%) Amazon AWS
3 2 (1.10%) CallidusCloud
4 1 (0.55%) Amazon EC2
4 1 (0.55%) Heroku
4 1 (0.55%) Microsoft Azure
4 1 (0.55%) PaaS
Communications & Networking
1 6 (3.30%) LDAP
2 3 (1.65%) SSH
3 2 (1.10%) 2G
3 2 (1.10%) 4G
3 2 (1.10%) Radio Access Network
4 1 (0.55%) Internet
Database & Business Intelligence
1 59 (32.42%) Data Warehouse
2 57 (31.32%) SQL Server
3 40 (21.98%) SQL Server Integration Services
4 27 (14.84%) SQL Server Reporting Services
5 19 (10.44%) SQL Server Analysis Services
6 16 (8.79%) Relational Database
6 16 (8.79%) SQL Server 2012
7 14 (7.69%) MySQL
8 13 (7.14%) Big Data
8 13 (7.14%) BusinessObjects
9 12 (6.59%) QlikView
10 11 (6.04%) Power BI
10 11 (6.04%) RDBMS
10 11 (6.04%) SAP BW
11 9 (4.95%) Hadoop
12 8 (4.40%) Oracle Database
12 8 (4.40%) SQL Server 2008
13 7 (3.85%) Enterprise Data Warehouse
13 7 (3.85%) MS Access
14 6 (3.30%) SAP HANA
Development Applications
1 11 (6.04%) Visual Studio
2 4 (2.20%) Git (software)
2 4 (2.20%) Jenkins
2 4 (2.20%) JIRA
2 4 (2.20%) Toad
3 3 (1.65%) Atlassian Bamboo
3 3 (1.65%) Talend Open Studio
3 3 (1.65%) Team Foundation Server
4 2 (1.10%) ClearCase
4 2 (1.10%) Sonatype Nexus
5 1 (0.55%) Capybara
5 1 (0.55%) Cucumber
5 1 (0.55%) LSMW
5 1 (0.55%) PhantomJS
5 1 (0.55%) RSpec
5 1 (0.55%) Selenium
5 1 (0.55%) Subversion
General
1 48 (26.37%) Finance
2 12 (6.59%) Marketing
2 12 (6.59%) Retail
3 9 (4.95%) Banking
4 7 (3.85%) Back Office
5 4 (2.20%) German Language
5 4 (2.20%) Telecoms
6 3 (1.65%) Investment Banking
7 2 (1.10%) Advertising
7 2 (1.10%) Legal
7 2 (1.10%) Pharmaceutical
7 2 (1.10%) Publishing
8 1 (0.55%) General Ledger
8 1 (0.55%) Local Government
Job Titles
1 62 (34.07%) Analyst
2 51 (28.02%) Developer
3 39 (21.43%) Data Analyst
4 15 (8.24%) Consultant
4 15 (8.24%) SQL Developer
5 14 (7.69%) Business Intelligence Developer
6 12 (6.59%) Business Analyst
6 12 (6.59%) Data Migration Analyst
6 12 (6.59%) Migration Analyst
7 9 (4.95%) Business Developer
7 9 (4.95%) Business Intelligence Analyst
7 9 (4.95%) DBA
7 9 (4.95%) ETL Analyst
8 8 (4.40%) ETL Developer
8 8 (4.40%) SQL Analyst
9 7 (3.85%) .NET Developer
9 7 (3.85%) Data Warehouse Developer
9 7 (3.85%) Project Manager
9 7 (3.85%) SAP Developer
10 6 (3.30%) Financial Analyst
Libraries, Frameworks & Software Standards
1 21 (11.54%) XML
2 19 (10.44%) .NET
3 10 (5.49%) REST
4 7 (3.85%) ASP.NET
5 5 (2.75%) Middleware
5 5 (2.75%) Node.js
5 5 (2.75%) SOAP
6 3 (1.65%) CSS
6 3 (1.65%) HTML
6 3 (1.65%) jQuery
6 3 (1.65%) Natural Language Processing
6 3 (1.65%) ODBC
6 3 (1.65%) Regular Expression
6 3 (1.65%) Velocity
7 2 (1.10%) JSON
7 2 (1.10%) Lucene
7 2 (1.10%) MDX
7 2 (1.10%) Oracle Fusion
8 1 (0.55%) .NET Framework
8 1 (0.55%) ASP.NET MVC
Miscellaneous
1 24 (13.19%) Analytical Skills
2 8 (4.40%) Data Structures
3 7 (3.85%) Management Information System
4 5 (2.75%) NHS
4 5 (2.75%) Replication
5 4 (2.20%) Reinsurance
6 3 (1.65%) Computer Science
7 2 (1.10%) Credit Risk
7 2 (1.10%) Smart Meter
8 1 (0.55%) Algorithms
8 1 (0.55%) Data Centre
8 1 (0.55%) Driving Licence
8 1 (0.55%) Fintech
8 1 (0.55%) Fixed Income
8 1 (0.55%) FMCG
8 1 (0.55%) Freedom of Information
8 1 (0.55%) Linux Command Line
8 1 (0.55%) Minimum Viable Product
8 1 (0.55%) Taxonomies
8 1 (0.55%) User Experience
Operating Systems
1 14 (7.69%) Linux
2 10 (5.49%) Windows
3 5 (2.75%) CentOS
3 5 (2.75%) Windows Server
3 5 (2.75%) Windows Server 2008
4 4 (2.20%) Red Hat Enterprise Linux
5 3 (1.65%) Windows Server 2003
6 2 (1.10%) Windows Server 2012
7 1 (0.55%) Unix
7 1 (0.55%) Windows 10
7 1 (0.55%) Windows 7
Processes & Methodologies
1 55 (30.22%) Business Intelligence
2 53 (29.12%) ETL
3 35 (19.23%) Migration
4 32 (17.58%) Data Analysis
5 31 (17.03%) Data Migration
6 28 (15.38%) ERP
7 26 (14.29%) Data Modelling
8 21 (11.54%) Data Cleansing
9 20 (10.99%) Analytics
10 19 (10.44%) Validation
11 16 (8.79%) Agile Software Development
12 15 (8.24%) CRM
12 15 (8.24%) Stakeholder Management
13 14 (7.69%) User Acceptance Testing
14 13 (7.14%) Data Integration
14 13 (7.14%) Data Transformation
14 13 (7.14%) Visualisation
15 11 (6.04%) Dashboard Development
16 10 (5.49%) Data Management
16 10 (5.49%) DevOps
Programming Languages
1 91 (50.00%) SQL
2 16 (8.79%) C#
3 11 (6.04%) VBA
4 10 (5.49%) Java
5 8 (4.40%) JavaScript
5 8 (4.40%) VB
6 7 (3.85%) ABAP
7 6 (3.30%) PL/SQL
7 6 (3.30%) Python
7 6 (3.30%) T-SQL
8 5 (2.75%) R
9 4 (2.20%) Bash Shell
9 4 (2.20%) Ruby
10 3 (1.65%) Perl
10 3 (1.65%) PowerShell
10 3 (1.65%) VB6
11 2 (1.10%) C
11 2 (1.10%) MapBasic
11 2 (1.10%) MATLAB
11 2 (1.10%) VB.NET
Qualifications
1 18 (9.89%) Degree
2 3 (1.65%) ISEB
2 3 (1.65%) Security Cleared
3 2 (1.10%) IIBA
3 2 (1.10%) ISTQB Foundation Certification
4 1 (0.55%) ACCA
4 1 (0.55%) BC Cleared
4 1 (0.55%) CIMA
4 1 (0.55%) HNC
4 1 (0.55%) ISEB Practitioner
4 1 (0.55%) ISTQB
4 1 (0.55%) ITIL Foundation Certificate
4 1 (0.55%) PhD
4 1 (0.55%) SC Cleared
Quality Assurance & Compliance
1 22 (12.09%) Data Quality
2 8 (4.40%) Solvency II
3 5 (2.75%) QA
4 2 (1.10%) GxP
5 1 (0.55%) FATCA
5 1 (0.55%) GAAP
5 1 (0.55%) IFRS
5 1 (0.55%) IFRS 9
5 1 (0.55%) PMO
5 1 (0.55%) Sarbanes-Oxley
5 1 (0.55%) SLA
System Software
1 1 (0.55%) Apache Flume
1 1 (0.55%) Docker
1 1 (0.55%) Firmware
1 1 (0.55%) Oracle RAC
1 1 (0.55%) Virtual Servers
Systems Management
1 3 (1.65%) Webmin
2 1 (0.55%) CA Single Sign-On
2 1 (0.55%) NSN NetAct
Vendors
1 39 (21.43%) Oracle
2 28 (15.38%) SAP
3 20 (10.99%) Microsoft
3 20 (10.99%) Tableau
4 6 (3.30%) Salesforce.com
4 6 (3.30%) Splunk
5 5 (2.75%) Teradata
6 4 (2.20%) Cognos
6 4 (2.20%) Informatica
7 3 (1.65%) Callidus
7 3 (1.65%) Perforce
7 3 (1.65%) Sybase
7 3 (1.65%) Talend
8 2 (1.10%) CODA
8 2 (1.10%) Huawei
8 2 (1.10%) Mapinfo
8 2 (1.10%) Marketo
8 2 (1.10%) Nokia
8 2 (1.10%) TIBCO
9 1 (0.55%) Bloomberg
Oxfordshire
Austin Fraser
Rate: £300 - £350 per day
Posted: 2 days ago
Marlow, Buckinghamshire
Involved Solutions Ltd
Rate: £18 - £20 per hour
Posted: 3 days ago
London
OHO Group Ltd.
Rate: £500 - £750 per day
Posted: 10 days ago