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 28 June 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
28 Jun 2017
Same period 2016 Same period 2015
Rank 518 535 539
Rank change year-on-year +17 +4  
Contract jobs citing Data Extraction 92 116 106
As % of all contract IT jobs advertised in the UK 0.20% 0.22% 0.19%
As % of the Processes & Methodologies category 0.23% 0.26% 0.24%
Number of daily rates quoted 57 79 75
Median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.66% +7.14%  
90% offered a daily rate of more than £300 £275 £244
10% offered a daily rate of more than £550 £475 £530
UK excluding London median daily rate £381 £388 £349
% change year-on-year -1.61% +11.11%  
Number of hourly rates quoted 6 10 2
Median hourly rate £19.00 £19.10 £14.25
Median hourly rate % change year-on-year -0.51% +34.01%  
90% offered a hourly rate of more than £14.00 £13.28 £12.85
10% offered a hourly rate of more than £39.50 £25.00 £15.65
UK excluding London median hourly rate £19.00 £19.10 £14.25
% change year-on-year -0.51% +34.01%  

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 39769 44877 44538
As % of all contract IT job vacancies advertised in the UK 84.43% 83.33% 80.76%
Number of daily rates quoted 25882 29740 28602
Median daily rate £450 £438 £413
Median daily rate % change year-on-year +2.85% +6.06%  
90% offered a daily rate of more than £313 £300 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 1055 1093 1231
Median hourly rate £32.50 £28.00 £27.50
Median hourly rate % change year-on-year +16.07% +1.81%  
90% offered a hourly rate of more than £13.00 £12.83 £12.35
10% offered a hourly rate of more than £53.50 £47.50 £50.00
UK excluding London median hourly rate £34.75 £28.50 £30.00
% change year-on-year +21.92% -5.00%  

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 28 June 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 3 months to 28 June 2017.

Contractor hourly rate histogram 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 28 June 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 +8 81 £400 +6.66% 25
London +10 44 £450 +20.00% 11
South East +14 12 £150 -67.74% 2
Scotland +41 8 £425 - 3
City of London -2 8 £500 +17.64% 5
Edinburgh +22 7 £400 - 3
Buckinghamshire -16 7 £146 -68.37%
Yorkshire +19 6 £430 -4.44% 2
West Yorkshire +22 5 £430 -4.44% 2
East of England -5 5 £300 +4.34% 2
East Midlands -7 5 £425 +70.00%
North West +20 4 £394 +43.18% 5
Leeds +21 3 £305 -32.22% 2
Manchester +12 3 £400 +14.28% 1
Hertfordshire -2 3 - -
West Midlands +22 2 £340 -12.25%
Welwyn Garden City +4 2 - -
Marlow +3 2 £150 -
South Wales +1 2 - -
Cardiff 0 2 - -
Wales 0 2 - -
North East - 2 £313 - 1
Newcastle upon Tyne - 2 £313 - 1
Tyne and Wear - 2 £313 - 1
Northamptonshire - 2 £463 -
Beaconsfield - 2 - -
Northampton - 2 £463 -
Bradford - 2 £575 -
Berkshire +20 1 - - 2
Surrey +7 1 £563 +32.35%

For the 6 months to 28 June 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.

1 107 (55.44%) SQL
2 62 (32.12%) Finance
3 50 (25.91%) SQL Server
4 48 (24.87%) Analytics
5 46 (23.83%) Business Intelligence
6 45 (23.32%) ETL
7 44 (22.80%) Data Analysis
8 43 (22.28%) Microsoft Excel
8 43 (22.28%) Data Warehouse
9 36 (18.65%) Analytical Skills
10 35 (18.13%) Migration
11 32 (16.58%) Data Modelling
12 31 (16.06%) Microsoft
12 31 (16.06%) Data Quality
13 30 (15.54%) Data Migration
14 29 (15.03%) Retail
15 27 (13.99%) SAS
15 27 (13.99%) SQL Server Integration Services
16 25 (12.95%) Oracle
17 24 (12.44%) XML
17 24 (12.44%) Relational Database
18 23 (11.92%) Agile Software Development
18 23 (11.92%) Degree
18 23 (11.92%) Big Data
19 22 (11.40%) Banking
19 22 (11.40%) VBA
20 20 (10.36%) Validation
20 20 (10.36%) Data Cleansing
21 19 (9.84%) Hadoop
21 19 (9.84%) SAP

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 27 (13.99%) SAS
2 7 (3.63%) Apache
3 5 (2.59%) Apache Solr
4 4 (2.07%) SharePoint
5 3 (1.55%) Apache Spark
6 2 (1.04%) Confluence
7 1 (0.52%) Apache Airflow
7 1 (0.52%) Apache Pig
7 1 (0.52%) CMS
7 1 (0.52%) IIS
7 1 (0.52%) nginx
7 1 (0.52%) SharePoint 2010
7 1 (0.52%) SharePoint Server
Applications
1 43 (22.28%) Microsoft Excel
2 6 (3.11%) Microsoft Office
3 5 (2.59%) SPSS
4 1 (0.52%) Acrobat
4 1 (0.52%) Microsoft Project
4 1 (0.52%) MS Visio
4 1 (0.52%) Stata
Business Applications
1 4 (2.07%) SAP FI
2 3 (1.55%) Dynamics AX
2 3 (1.55%) Dynamics CRM
2 3 (1.55%) Oracle EBS
2 3 (1.55%) SAP Oil and Gas
3 2 (1.04%) Oracle EBS R12
3 2 (1.04%) Oracle ERP
3 2 (1.04%) Workday HCM
4 1 (0.52%) Adobe Campaign
4 1 (0.52%) Dynamics GP
4 1 (0.52%) FastStats
4 1 (0.52%) NetSuite
4 1 (0.52%) Oracle Retail
4 1 (0.52%) Relativity
4 1 (0.52%) SAP CO
4 1 (0.52%) SAP FI/CO
4 1 (0.52%) SAP GTS
4 1 (0.52%) SAP HR
4 1 (0.52%) SAP Hybris
4 1 (0.52%) SAP S/4HANA
Cloud Services
1 9 (4.66%) SaaS
2 8 (4.15%) Amazon AWS
3 3 (1.55%) BrowserStack
3 3 (1.55%) Microsoft Azure
4 2 (1.04%) Amazon EC2
5 1 (0.52%) Amazon S3
5 1 (0.52%) Azure Data Factory
5 1 (0.52%) CallidusCloud
5 1 (0.52%) Heroku
5 1 (0.52%) Office 365
5 1 (0.52%) PaaS
5 1 (0.52%) Virtual Private Cloud
Communications & Networking
1 5 (2.59%) LDAP
2 3 (1.55%) SSH
3 1 (0.52%) 2G
3 1 (0.52%) 4G
3 1 (0.52%) HTTP
3 1 (0.52%) Internet
3 1 (0.52%) Radio Access Network
3 1 (0.52%) Skype
Database & Business Intelligence
1 50 (25.91%) SQL Server
2 43 (22.28%) Data Warehouse
3 27 (13.99%) SQL Server Integration Services
4 24 (12.44%) Relational Database
5 23 (11.92%) Big Data
6 19 (9.84%) Hadoop
7 17 (8.81%) SQL Server Reporting Services
8 14 (7.25%) RDBMS
9 12 (6.22%) SQL Server Analysis Services
10 11 (5.70%) Data Mining
10 11 (5.70%) PowerPivot
10 11 (5.70%) QlikView
11 10 (5.18%) BusinessObjects
12 9 (4.66%) MySQL
12 9 (4.66%) NoSQL
13 8 (4.15%) MongoDB
14 7 (3.63%) Apache Hive
14 7 (3.63%) MS Access
14 7 (3.63%) Power BI
14 7 (3.63%) SAP Data Services
Development Applications
1 9 (4.66%) Visual Studio
2 7 (3.63%) JIRA
3 4 (2.07%) Git (software)
3 4 (2.07%) Jenkins
3 4 (2.07%) Talend Open Studio
4 3 (1.55%) Cucumber
4 3 (1.55%) PhantomJS
4 3 (1.55%) Rational Rhapsody
4 3 (1.55%) Selenium
5 2 (1.04%) Jasmine
5 2 (1.04%) LSMW
5 2 (1.04%) Mocha
5 2 (1.04%) Team Foundation Server
5 2 (1.04%) Toad
6 1 (0.52%) Atlassian Bamboo
6 1 (0.52%) Capybara
6 1 (0.52%) Eclipse
6 1 (0.52%) ERwin
6 1 (0.52%) Oracle APEX
6 1 (0.52%) RSpec
General
1 62 (32.12%) Finance
2 29 (15.03%) Retail
3 22 (11.40%) Banking
4 14 (7.25%) Marketing
5 8 (4.15%) Pharmaceutical
6 7 (3.63%) Back Office
7 5 (2.59%) Manufacturing
7 5 (2.59%) Publishing
7 5 (2.59%) Retail Banking
7 5 (2.59%) Telecoms
8 3 (1.55%) Electronics
8 3 (1.55%) Investment Banking
9 2 (1.04%) General Ledger
9 2 (1.04%) Law
9 2 (1.04%) Legal
10 1 (0.52%) Advertising
10 1 (0.52%) Automotive
10 1 (0.52%) Billing
10 1 (0.52%) German Language
10 1 (0.52%) Local Government
Job Titles
1 83 (43.01%) Analyst
2 49 (25.39%) Data Analyst
3 43 (22.28%) Developer
4 16 (8.29%) Consultant
5 12 (6.22%) Report Analyst
6 11 (5.70%) Excel Analyst
6 11 (5.70%) SQL Analyst
7 10 (5.18%) Business Intelligence Developer
7 10 (5.18%) SQL Developer
8 9 (4.66%) Business Analyst
9 8 (4.15%) Data Scientist
10 7 (3.63%) Architect
10 7 (3.63%) Data Architect
10 7 (3.63%) Data Consultant
10 7 (3.63%) Data Migration Analyst
10 7 (3.63%) DBA
10 7 (3.63%) ETL Analyst
10 7 (3.63%) ETL Developer
10 7 (3.63%) Migration Analyst
10 7 (3.63%) SAS Analyst
Libraries, Frameworks & Software Standards
1 24 (12.44%) XML
2 13 (6.74%) .NET
3 11 (5.70%) REST
4 7 (3.63%) JSON
5 6 (3.11%) ASP.NET
5 6 (3.11%) Natural Language Processing
5 6 (3.11%) SOAP
6 5 (2.59%) CSS
6 5 (2.59%) Lucene
7 4 (2.07%) HTML
7 4 (2.07%) Middleware
7 4 (2.07%) Web Services
8 3 (1.55%) jQuery
8 3 (1.55%) ODBC
8 3 (1.55%) Regular Expression
9 2 (1.04%) XSLT
10 1 (0.52%) ActiveMQ
10 1 (0.52%) BAPI
10 1 (0.52%) Hibernate
10 1 (0.52%) XSD
Miscellaneous
1 36 (18.65%) Analytical Skills
2 10 (5.18%) Management Information System
3 7 (3.63%) Data Structures
4 6 (3.11%) Virtual Team
5 5 (2.59%) Replication
6 4 (2.07%) Computer Science
6 4 (2.07%) Fintech
6 4 (2.07%) NHS
7 3 (1.55%) Algorithms
7 3 (1.55%) FMCG
7 3 (1.55%) Life Science
7 3 (1.55%) Wiki
8 2 (1.04%) Credit Risk
8 2 (1.04%) Greenfield Project
8 2 (1.04%) IBM Mainframe
8 2 (1.04%) Mainframe
8 2 (1.04%) Smart Meter
9 1 (0.52%) Freedom of Information
9 1 (0.52%) PMI
9 1 (0.52%) Taxonomies
Operating Systems
1 17 (8.81%) Linux
2 11 (5.70%) Windows
3 5 (2.59%) CentOS
4 4 (2.07%) Red Hat Enterprise Linux
5 3 (1.55%) Windows Server
5 3 (1.55%) Windows Server 2003
5 3 (1.55%) Windows Server 2008
6 2 (1.04%) Unix
7 1 (0.52%) VMS
Processes & Methodologies
1 48 (24.87%) Analytics
2 46 (23.83%) Business Intelligence
3 45 (23.32%) ETL
4 44 (22.80%) Data Analysis
5 35 (18.13%) Migration
6 32 (16.58%) Data Modelling
7 30 (15.54%) Data Migration
8 23 (11.92%) Agile Software Development
9 20 (10.36%) Data Cleansing
9 20 (10.36%) Validation
10 18 (9.33%) Dashboard Development
11 17 (8.81%) Visualisation
12 16 (8.29%) ERP
13 15 (7.77%) CRM
14 14 (7.25%) Data Analytics
14 14 (7.25%) Data Integration
14 14 (7.25%) Data Visualisation
15 13 (6.74%) E-Commerce
16 12 (6.22%) Data Transformation
17 11 (5.70%) Physical Data Model
Programming Languages
1 107 (55.44%) SQL
2 22 (11.40%) VBA
3 17 (8.81%) Java
4 16 (8.29%) Python
5 14 (7.25%) C#
5 14 (7.25%) VB
6 13 (6.74%) R
7 10 (5.18%) JavaScript
7 10 (5.18%) PL/SQL
7 10 (5.18%) T-SQL
8 5 (2.59%) PowerShell
9 4 (2.07%) Bash Shell
10 3 (1.55%) PHP
10 3 (1.55%) VB6
11 2 (1.04%) ABAP
11 2 (1.04%) C++
11 2 (1.04%) JCL
11 2 (1.04%) MATLAB
11 2 (1.04%) Perl
11 2 (1.04%) Ruby
Qualifications
1 23 (11.92%) Degree
2 3 (1.55%) ISEB
2 3 (1.55%) Numerate Degree
3 2 (1.04%) Computer Science Degree
3 2 (1.04%) ISTQB Foundation Certification
3 2 (1.04%) Security Cleared
4 1 (0.52%) ACCA
4 1 (0.52%) BPSS Clearance
4 1 (0.52%) CBAP
4 1 (0.52%) CIMA
4 1 (0.52%) HNC
4 1 (0.52%) IIBA
4 1 (0.52%) ISEB Practitioner
4 1 (0.52%) ISTQB
4 1 (0.52%) ITIL Foundation Certificate
4 1 (0.52%) PhD
4 1 (0.52%) PMI Certification
4 1 (0.52%) SC Cleared
Quality Assurance & Compliance
1 31 (16.06%) Data Quality
2 6 (3.11%) QA
3 4 (2.07%) PMO
4 2 (1.04%) GxP
4 2 (1.04%) Sarbanes-Oxley
4 2 (1.04%) SLA
5 1 (0.52%) FATCA
5 1 (0.52%) GAAP
5 1 (0.52%) IFRS
5 1 (0.52%) IFRS 9
5 1 (0.52%) Solvency II
System Software
1 1 (0.52%) HDFS
1 1 (0.52%) Oracle RAC
1 1 (0.52%) XenApp
1 1 (0.52%) XenDesktop
Systems Management
1 3 (1.55%) Webmin
2 2 (1.04%) Ansible
3 1 (0.52%) Data Guard
3 1 (0.52%) Hadoop YARN
3 1 (0.52%) Nagios
3 1 (0.52%) NSN NetAct
3 1 (0.52%) Opscode Chef
3 1 (0.52%) Opsview
3 1 (0.52%) Oracle RMAN
3 1 (0.52%) Puppet
Vendors
1 31 (16.06%) Microsoft
2 25 (12.95%) Oracle
3 19 (9.84%) SAP
4 18 (9.33%) Tableau
5 11 (5.70%) Teradata
6 5 (2.59%) Informatica
6 5 (2.59%) Splunk
6 5 (2.59%) Yardi
7 4 (2.07%) Ariba
7 4 (2.07%) IBM
7 4 (2.07%) Salesforce.com
7 4 (2.07%) Talend
8 3 (1.55%) Alteryx
8 3 (1.55%) Workday
9 2 (1.04%) Adobe
9 2 (1.04%) Cloudera
9 2 (1.04%) MicroStrategy
9 2 (1.04%) MuleSoft
9 2 (1.04%) TIBCO
9 2 (1.04%) WorldPay
Liverpool, Merseyside
JM
Rate: £350 - £425 per day
Posted: Yesterday
Weymouth, Dorset
Software Personnel International Ltd
Rate: From £350 to £400 per day
Posted: 1 hour ago
Leeds, West Yorkshire
Harvey Nash plc
Rate: £500 - £550 per annum +
Posted: 6 days ago
London
Proactive Appointments
Rate: £375 - £425 per day
Posted: 5 days ago
London
Lorien Resourcing
Posted: 5 days ago