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 3 months to 30 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.

Data Extraction
UK
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 499 539 485
Rank change year-on-year +40 -54  
Contract jobs citing Data Extraction 101 101 141
As % of all contract IT jobs advertised in the UK 0.22% 0.19% 0.26%
As % of the Processes & Methodologies category 0.27% 0.23% 0.33%
Number of daily rates quoted 65 62 76
Median daily rate £400 £400 £355
Median daily rate % change year-on-year - +12.67%  
90% offered a daily rate of more than £275 £277 £253
10% offered a daily rate of more than £546 £545 £500
UK excluding London median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33%  
Number of hourly rates quoted 3 3 5
Median hourly rate £18.50 £13.50 £16.50
Median hourly rate % change year-on-year +37.03% -18.18%  
90% offered a hourly rate of more than £16.90 £13.50 £12.90
10% offered a hourly rate of more than £18.90 £19.50 £110.00
UK excluding London median hourly rate £18.50 £13.50 £14.00
% change year-on-year +37.03% -3.57%  

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 with a requirement for process and methodology skills.

Contract Process & Methodology Skills
UK
Contract job vacancies with a requirement for process and methodology skills 37817 44820 42796
As % of all contract IT job vacancies advertised in the UK 83.06% 82.80% 79.70%
Number of daily rates quoted 25004 29451 26544
Median daily rate £450 £430 £418
Median daily rate % change year-on-year +4.65% +2.99%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 954 1102 1235
Median hourly rate £35.00 £37.50 £28.19
Median hourly rate % change year-on-year -6.66% +33.02%  
90% offered a hourly rate of more than £13.00 £13.00 £12.10
10% offered a hourly rate of more than £52.50 £55.00 £49.50
UK excluding London median hourly rate £35.75 £38.00 £30.00
% change year-on-year -5.92% +26.66%  

Data Extraction
Job Vacancy Trend

The job posting trend of jobs advertised 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 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 3 months to 30 March 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
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 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
England +43 88 £400 - 28
London +33 43 £441 +10.31% 18
South East +23 19 £400 -9.85%
City of London +13 10 £404 -28.22% 3
Scotland +25 8 £438 +9.37% 2
Hampshire +20 8 £388 -
West Midlands +25 7 £500 +33.33% 2
North West +25 7 £245 -24.34% 3
Berkshire +21 6 £425 -12.82%
Southampton - 6 £369 -
Shropshire - 5 £500 -
Edinburgh +16 4 £438 +9.37% 1
East Midlands -4 4 £316 -31.62%
Telford - 4 £500 -
Glasgow - 4 £463 - 1
Buckinghamshire 0 3 £145 -
Cheshire +35 2 £320 -
Yorkshire +16 2 - - 2
Slough +10 2 £425 +3.03%
Manchester +7 2 - - 2
East of England +3 2 £288 +12.74% 2
Cumbria - 2 £170 -
Reading - 2 £350 -
Marlow - 2 £150 -
Cardiff +16 1 £400 -
South Wales +15 1 £400 -
Wales +7 1 £400 -
Bristol +6 1 £425 +21.42%
South West -6 1 £425 +13.33% 1
Oxfordshire -7 1 £325 -

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

1 99 (48.77%) SQL
2 60 (29.56%) SQL Server
2 60 (29.56%) Data Warehouse
3 56 (27.59%) Finance
4 55 (27.09%) Business Intelligence
5 54 (26.60%) ETL
6 42 (20.69%) Oracle
7 41 (20.20%) Migration
8 39 (19.21%) Data Analysis
8 39 (19.21%) SQL Server Integration Services
9 32 (15.76%) Data Migration
10 31 (15.27%) ERP
11 30 (14.78%) SAP
12 27 (13.30%) Data Modelling
12 27 (13.30%) MS Excel
12 27 (13.30%) Analytical Skills
13 26 (12.81%) SQL Server Reporting Services
14 24 (11.82%) Analytics
15 22 (10.84%) Data Quality
15 22 (10.84%) XML
16 21 (10.34%) Tableau
16 21 (10.34%) Data Cleansing
17 20 (9.85%) Relational Database
17 20 (9.85%) .NET
17 20 (9.85%) Microsoft
18 19 (9.36%) SAS
18 19 (9.36%) Validation
18 19 (9.36%) SQL Server Analysis Services
18 19 (9.36%) Degree
19 18 (8.87%) Agile Software Development

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 19 (9.36%) SAS
2 8 (3.94%) Apache
3 7 (3.45%) Apache Solr
4 4 (1.97%) CMS
4 4 (1.97%) EPiServer
5 3 (1.48%) SharePoint
6 2 (0.99%) Apache Spark
6 2 (0.99%) NetWeaver
7 1 (0.49%) Apache Airflow
7 1 (0.49%) Apache Pig
7 1 (0.49%) Confluence
7 1 (0.49%) IIS
7 1 (0.49%) OpenEdge
7 1 (0.49%) SharePoint 2013
7 1 (0.49%) SharePoint Server
Applications
1 27 (13.30%) MS Excel
2 4 (1.97%) MS Office
3 3 (1.48%) MS PowerPoint
3 3 (1.48%) SPSS
4 1 (0.49%) Acrobat
4 1 (0.49%) Spreadsheet
Business Applications
1 8 (3.94%) Oracle ERP
2 6 (2.96%) SAP FI
3 5 (2.46%) Oracle EBS R12
3 5 (2.46%) SAP BPC
4 3 (1.48%) Dynamics CRM
4 3 (1.48%) NetSuite
4 3 (1.48%) SAP ERP
5 2 (0.99%) Infor CloudSuite Industrial (formerly SyteLine)
5 2 (0.99%) Oracle EBS
5 2 (0.99%) SAP GRC
5 2 (0.99%) SAP GTS
5 2 (0.99%) Unica
6 1 (0.49%) Cognos Planning
6 1 (0.49%) Primavera
6 1 (0.49%) SAP CO
6 1 (0.49%) SAP FI/CO
6 1 (0.49%) SAP HR
6 1 (0.49%) SAP Oil and Gas
6 1 (0.49%) SAP PS
6 1 (0.49%) Unit4 Business World
Cloud Services
1 7 (3.45%) SaaS
2 6 (2.96%) Amazon AWS
3 2 (0.99%) CallidusCloud
4 1 (0.49%) Amazon EC2
4 1 (0.49%) Heroku
4 1 (0.49%) Microsoft Azure
4 1 (0.49%) PaaS
Communications & Networking
1 6 (2.96%) LDAP
2 3 (1.48%) SSH
3 2 (0.99%) 2G
3 2 (0.99%) 4G
3 2 (0.99%) Radio Access Network
4 1 (0.49%) HTTP
4 1 (0.49%) Internet
Database & Business Intelligence
1 60 (29.56%) Data Warehouse
1 60 (29.56%) SQL Server
2 39 (19.21%) SQL Server Integration Services
3 26 (12.81%) SQL Server Reporting Services
4 20 (9.85%) Relational Database
5 19 (9.36%) SQL Server Analysis Services
6 16 (7.88%) QlikView
6 16 (7.88%) SQL Server 2012
7 15 (7.39%) Big Data
8 14 (6.90%) MySQL
9 13 (6.40%) BusinessObjects
10 11 (5.42%) Hadoop
10 11 (5.42%) Power BI
10 11 (5.42%) RDBMS
10 11 (5.42%) SAP BW
11 10 (4.93%) Enterprise Data Warehouse
12 9 (4.43%) MongoDB
12 9 (4.43%) NoSQL
13 8 (3.94%) Oracle Database
13 8 (3.94%) SQL Server 2008
Development Applications
1 11 (5.42%) Visual Studio
2 4 (1.97%) Atlassian Bamboo
2 4 (1.97%) Git (software)
2 4 (1.97%) Jenkins
2 4 (1.97%) JIRA
2 4 (1.97%) Toad
3 3 (1.48%) Team Foundation Server
4 2 (0.99%) ClearCase
4 2 (0.99%) Sonatype Nexus
4 2 (0.99%) Talend Open Studio
5 1 (0.49%) Capybara
5 1 (0.49%) Cucumber
5 1 (0.49%) LSMW
5 1 (0.49%) PhantomJS
5 1 (0.49%) RSpec
5 1 (0.49%) Selenium
5 1 (0.49%) Subversion
General
1 56 (27.59%) Finance
2 14 (6.90%) Retail
3 13 (6.40%) Banking
3 13 (6.40%) Marketing
4 7 (3.45%) Back Office
5 5 (2.46%) Telecoms
6 4 (1.97%) German Language
6 4 (1.97%) Legal
7 3 (1.48%) Investment Banking
7 3 (1.48%) Publishing
8 2 (0.99%) Advertising
8 2 (0.99%) Pharmaceutical
9 1 (0.49%) Electronics
9 1 (0.49%) General Ledger
9 1 (0.49%) Law
9 1 (0.49%) Local Government
9 1 (0.49%) Manufacturing
9 1 (0.49%) Retail Banking
Job Titles
1 74 (36.45%) Analyst
2 51 (25.12%) Developer
3 41 (20.20%) Data Analyst
4 16 (7.88%) Business Analyst
4 16 (7.88%) Consultant
5 14 (6.90%) SQL Developer
6 13 (6.40%) Business Intelligence Developer
6 13 (6.40%) Data Migration Analyst
6 13 (6.40%) Migration Analyst
7 9 (4.43%) Business Developer
7 9 (4.43%) Business Intelligence Analyst
7 9 (4.43%) Data Scientist
7 9 (4.43%) DBA
7 9 (4.43%) ETL Analyst
8 8 (3.94%) ETL Developer
8 8 (3.94%) SQL Analyst
9 7 (3.45%) .NET Developer
9 7 (3.45%) Project Manager
9 7 (3.45%) SAP Developer
10 6 (2.96%) SAP Consultant
Libraries, Frameworks & Software Standards
1 22 (10.84%) XML
2 20 (9.85%) .NET
3 11 (5.42%) REST
4 8 (3.94%) Natural Language Processing
5 7 (3.45%) ASP.NET
5 7 (3.45%) Lucene
6 6 (2.96%) Regular Expression
7 5 (2.46%) Middleware
7 5 (2.46%) Node.js
7 5 (2.46%) SOAP
8 3 (1.48%) CSS
8 3 (1.48%) HTML
8 3 (1.48%) jQuery
8 3 (1.48%) ODBC
8 3 (1.48%) Velocity
9 2 (0.99%) JSON
9 2 (0.99%) MDX
9 2 (0.99%) Oracle Fusion
9 2 (0.99%) Web Services
10 1 (0.49%) XSLT
Miscellaneous
1 27 (13.30%) Analytical Skills
2 10 (4.93%) Management Information System
3 7 (3.45%) Data Structures
4 5 (2.46%) NHS
4 5 (2.46%) Replication
5 4 (1.97%) Computer Science
5 4 (1.97%) Credit Risk
5 4 (1.97%) Reinsurance
6 3 (1.48%) Virtual Team
7 2 (0.99%) Algorithms
7 2 (0.99%) IBM Mainframe
7 2 (0.99%) Mainframe
7 2 (0.99%) Smart Meter
8 1 (0.49%) EPoS
8 1 (0.49%) Fixed Income
8 1 (0.49%) FMCG
8 1 (0.49%) Freedom of Information
8 1 (0.49%) Social Network
8 1 (0.49%) Taxonomies
8 1 (0.49%) User Experience
Operating Systems
1 15 (7.39%) Linux
2 11 (5.42%) Windows
3 5 (2.46%) CentOS
3 5 (2.46%) Windows Server
3 5 (2.46%) Windows Server 2008
4 4 (1.97%) Red Hat Enterprise Linux
5 3 (1.48%) Windows Server 2003
6 2 (0.99%) Windows Server 2012
7 1 (0.49%) Unix
7 1 (0.49%) Windows 10
7 1 (0.49%) Windows 7
Processes & Methodologies
1 55 (27.09%) Business Intelligence
2 54 (26.60%) ETL
3 41 (20.20%) Migration
4 39 (19.21%) Data Analysis
5 32 (15.76%) Data Migration
6 31 (15.27%) ERP
7 27 (13.30%) Data Modelling
8 24 (11.82%) Analytics
9 21 (10.34%) Data Cleansing
10 19 (9.36%) Validation
11 18 (8.87%) Agile Software Development
12 17 (8.37%) User Acceptance Testing
13 16 (7.88%) CRM
13 16 (7.88%) Stakeholder Management
14 15 (7.39%) Visualisation
15 13 (6.40%) Dashboard Development
15 13 (6.40%) Data Integration
15 13 (6.40%) Data Transformation
16 10 (4.93%) Data Analytics
16 10 (4.93%) DevOps
Programming Languages
1 99 (48.77%) SQL
2 18 (8.87%) C#
3 16 (7.88%) Java
4 13 (6.40%) VBA
5 10 (4.93%) T-SQL
6 9 (4.43%) Python
6 9 (4.43%) VB
7 8 (3.94%) JavaScript
8 7 (3.45%) ABAP
8 7 (3.45%) R
9 6 (2.96%) PL/SQL
10 4 (1.97%) Bash Shell
10 4 (1.97%) PowerShell
10 4 (1.97%) Ruby
11 3 (1.48%) Perl
11 3 (1.48%) VB6
12 2 (0.99%) C
12 2 (0.99%) C++
12 2 (0.99%) MapBasic
12 2 (0.99%) PHP
Qualifications
1 19 (9.36%) Degree
2 3 (1.48%) ISEB
2 3 (1.48%) Security Cleared
3 2 (0.99%) IIBA
3 2 (0.99%) ISTQB Foundation Certification
4 1 (0.49%) ACCA
4 1 (0.49%) BC Cleared
4 1 (0.49%) CIMA
4 1 (0.49%) HNC
4 1 (0.49%) ISEB Practitioner
4 1 (0.49%) ISTQB
4 1 (0.49%) ITIL Foundation Certificate
4 1 (0.49%) PhD
4 1 (0.49%) SC Cleared
Quality Assurance & Compliance
1 22 (10.84%) Data Quality
2 8 (3.94%) Solvency II
3 5 (2.46%) QA
4 2 (0.99%) GxP
5 1 (0.49%) FATCA
5 1 (0.49%) GAAP
5 1 (0.49%) IFRS
5 1 (0.49%) IFRS 9
5 1 (0.49%) PMO
5 1 (0.49%) Sarbanes-Oxley
5 1 (0.49%) SLA
System Software
1 1 (0.49%) Apache Flume
1 1 (0.49%) Docker
1 1 (0.49%) Firmware
1 1 (0.49%) Oracle RAC
1 1 (0.49%) Virtual Servers
Systems Management
1 3 (1.48%) Webmin
2 1 (0.49%) CA Single Sign-On
2 1 (0.49%) Nagios
2 1 (0.49%) NSN NetAct
2 1 (0.49%) Opsview
Vendors
1 42 (20.69%) Oracle
2 30 (14.78%) SAP
3 21 (10.34%) Tableau
4 20 (9.85%) Microsoft
5 6 (2.96%) Salesforce.com
5 6 (2.96%) Splunk
5 6 (2.96%) Teradata
6 4 (1.97%) Cognos
6 4 (1.97%) Informatica
7 3 (1.48%) Callidus
7 3 (1.48%) IBM
7 3 (1.48%) Perforce
7 3 (1.48%) Sybase
8 2 (0.99%) CODA
8 2 (0.99%) Infor
8 2 (0.99%) Mapinfo
8 2 (0.99%) Marketo
8 2 (0.99%) Nokia
8 2 (0.99%) Talend
8 2 (0.99%) TIBCO
West London
Hydrogen Group
Rate: £300.00 - £330.00 per day
Posted: 17 hours ago
London
Spring Technology
Posted: 2 days ago
London
Austin Fraser
Posted: 3 days ago
Glasgow, Lanarkshire
Square One Resources
Rate: From £400 to £450 per day
Posted: 5 days ago
London
OHO Group Ltd.
Rate: £500 - £750 per day
Posted: 16 days ago