The table below looks at the prevalence of the term Data Extraction in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Extraction over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Extraction
UK
Rank 475 482 511
Rank change year-on-year
+7 +29
Contract jobs citing Data Extraction 107 145 96
As % of all contract IT jobs located in the UK 0.24% 0.29% 0.19%
As % of the Miscellaneous category 0.75% 0.87% 0.60%
Number of daily rates quoted 65 92 56
Median daily rate £445 £350 £380
Median daily rate % change year-on-year
+27.14% -7.89%
90% offered a daily rate of more than £240 £275 £225
10% offered a daily rate of more than £565 £452 £500
UK excluding London median daily rate £375 £340 £372
% change year-on-year
+10.29% -8.60%
Number of hourly rates quoted 2 8 10
Median hourly rate £19.12 £19.50 £18.63
Median hourly rate % change year-on-year
-1.94% +4.69%
90% offered a hourly rate of more than £18.32 £19.50 £15.61
10% offered a hourly rate of more than £19.92 £20.30 £50.30
UK excluding London median hourly rate - £19.50 £16.50
% change year-on-year
- +18.18%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in contract jobs advertised across the UK.

Miscellaneous Category
UK
Contract IT job ads with a match in the
Miscellaneous category
14311 16696 16036
As % of all contract IT jobs located in the UK 32.50% 32.86% 31.55%
Number of daily rates quoted 9145 10594 10070
Median daily rate £438 £425 £420
Median daily rate % change year-on-year
+2.94% +1.19%
90% offered a daily rate of more than £250 £240 £240
10% offered a daily rate of more than £625 £620 £600
UK excluding London median daily rate £390 £375 £366
% change year-on-year
+4.00% +2.45%
Number of hourly rates quoted 531 693 651
Median hourly rate £21.04 £21.50 £17.50
Median hourly rate % change year-on-year
-2.16% +22.85%
90% offered a hourly rate of more than £11.33 £12.50 £11.50
10% offered a hourly rate of more than £49.00 £50.00 £40.00
UK excluding London median hourly rate £19.30 £21.50 £17.50
% change year-on-year
-10.22% +22.85%

Data Extraction
Jobs Demand Trend

The demand trend of contract jobs citing Data Extraction as a proportion of all IT contracts with a match in the Miscellaneous category.

Data Extraction Jobs Demand Trend in the UK

Data Extraction
Daily Rate Trend

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

Data Extraction Daily Rate Trend in the UK

Data Extraction
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Extraction within the UK over the 3 months to 21 January 2017.

Data Extraction Daily Rate Histogram in the UK

Data Extraction
Hourly Rate Trend

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

Data Extraction Hourly Rate Trend 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 21 January 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 -22 91 £448 +27.85% 19
London +12 42 £500 +20.33% 8
South East +7 20 £400 +17.99% 2
Scotland +33 12 £275 -30.90% 1
East of England +3 11 £450 +24.13% 1
City of London -2 11 £445 -17.20%
Glasgow +12 10 £275 -30.55%
Berkshire +6 9 £375 +12.78%
North West +25 8 £370 +14.72% 2
Surrey +20 8 £538 - 1
Essex 0 4 £425 +17.24%
East Midlands 0 4 £180 -28.00% 1
Northamptonshire - 4 £180 -
Manchester +20 3 £365 -11.51% 2
Maidenhead - 3 £425 -
Basildon - 3 £450 -
Edinburgh +18 2 - - 1
Slough +10 2 £406 +153.90%
West Midlands +4 2 £314 +4.66% 3
Hertfordshire -2 2 £500 -
Liverpool - 2 - -
King's Lynn - 2 £215 -
Cambridge - 2 - -
Wokingham - 2 £200 -
Cambridgeshire - 2 - -
Norfolk - 2 £215 -
Merseyside - 2 - -
West Yorkshire +18 1 £425 +33.85%
Hampshire +11 1 £375 -3.22% 1
Milton Keynes +7 1 - -

Data Extraction
Top 30 Related IT Skills

For the 6 months to 21 January 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.

1 114 (55.61%) SQL
2 68 (33.17%) ETL
3 65 (31.71%) SQL Server
4 59 (28.78%) Migration
5 53 (25.85%) Data Warehouse
6 50 (24.39%) Oracle
7 49 (23.90%) Business Intelligence
8 42 (20.49%) Finance
8 42 (20.49%) Data Migration
9 38 (18.54%) SQL Server Integration Services
10 35 (17.07%) Data Analysis
10 35 (17.07%) SAP
10 35 (17.07%) Data Quality
11 32 (15.61%) Data Modelling
12 31 (15.12%) Validation
13 29 (14.15%) Analytical Skills
14 28 (13.66%) Analytics
14 28 (13.66%) MS Excel
15 27 (13.17%) Data Cleansing
16 24 (11.71%) ERP
16 24 (11.71%) SQL Server Reporting Services
17 22 (10.73%) User Acceptance Testing
17 22 (10.73%) Relational Database
17 22 (10.73%) Tableau
18 21 (10.24%) QlikView
19 20 (9.76%) Agile Software Development
20 19 (9.27%) T-SQL
21 18 (8.78%) Degree
22 17 (8.29%) SQL Server Analysis Services
22 17 (8.29%) Java

Data Extraction
Top Related 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 13 (6.34%) SAS
2 7 (3.41%) Apache
3 6 (2.93%) Apache Solr
4 4 (1.95%) CMS
4 4 (1.95%) EPiServer CMS
5 3 (1.46%) Confluence
6 2 (0.98%) Apache Spark
6 2 (0.98%) NetWeaver
7 1 (0.49%) Apache Pig
7 1 (0.49%) BizTalk Server
7 1 (0.49%) IIS
7 1 (0.49%) OpenEdge
7 1 (0.49%) SharePoint
7 1 (0.49%) SharePoint 2013
Applications
1 28 (13.66%) MS Excel
2 10 (4.88%) MS Office
3 7 (3.41%) MS PowerPoint
4 4 (1.95%) SPSS
5 3 (1.46%) MS Visio
6 2 (0.98%) Spreadsheet
7 1 (0.49%) Acrobat
7 1 (0.49%) Stata
Business Applications
1 10 (4.88%) SAP FI
2 6 (2.93%) Oracle EBS
2 6 (2.93%) Oracle ERP
3 5 (2.44%) Infor CloudSuite Industrial (formerly SyteLine)
3 5 (2.44%) SAP BPC
4 4 (1.95%) Oracle EBS R12
4 4 (1.95%) SAP ERP
5 2 (0.98%) SAP APO
5 2 (0.98%) Unica
6 1 (0.49%) Oracle Applications
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 MDM
6 1 (0.49%) SAP MM
6 1 (0.49%) SAP PP
6 1 (0.49%) SAP PS
6 1 (0.49%) SAP SD
6 1 (0.49%) Unit4 Business World
Cloud Services
1 3 (1.46%) Google Analytics
2 2 (0.98%) OpenShift
3 1 (0.49%) Amazon AWS
3 1 (0.49%) CallidusCloud
3 1 (0.49%) Flurry Analytics
3 1 (0.49%) Heroku
3 1 (0.49%) Microsoft Azure
3 1 (0.49%) PaaS
Communications & Networking
1 2 (0.98%) 2G
1 2 (0.98%) 4G
1 2 (0.98%) HTTP
1 2 (0.98%) Radio Access Network
1 2 (0.98%) WebEx
2 1 (0.49%) LDAP
Database & Business Intelligence
1 65 (31.71%) SQL Server
2 53 (25.85%) Data Warehouse
3 38 (18.54%) SQL Server Integration Services
4 24 (11.71%) SQL Server Reporting Services
5 22 (10.73%) Relational Database
6 21 (10.24%) QlikView
7 17 (8.29%) SQL Server Analysis Services
8 15 (7.32%) BusinessObjects
8 15 (7.32%) SQL Server 2012
9 13 (6.34%) SAP Data Services
9 13 (6.34%) SQL Server 2008
10 12 (5.85%) Data Mining
10 12 (5.85%) RDBMS
11 11 (5.37%) Oracle Database
11 11 (5.37%) SAP BW
12 9 (4.39%) Big Data
12 9 (4.39%) MySQL
12 9 (4.39%) Power BI
13 8 (3.90%) MS Access
13 8 (3.90%) Oracle Reports
Development Applications
1 9 (4.39%) LSMW
2 5 (2.44%) Git (software)
2 5 (2.44%) Visual Studio
3 4 (1.95%) Talend Open Studio
4 3 (1.46%) Atlassian Bamboo
4 3 (1.46%) ERwin
4 3 (1.46%) Jenkins
4 3 (1.46%) JIRA
4 3 (1.46%) Subversion
4 3 (1.46%) Toad
5 2 (0.98%) ClearCase
5 2 (0.98%) Sonatype Nexus
6 1 (0.49%) Team Foundation Server
General
1 42 (20.49%) Finance
2 12 (5.85%) Banking
3 11 (5.37%) Pharmaceutical
3 11 (5.37%) Retail
4 10 (4.88%) Marketing
5 6 (2.93%) Manufacturing
6 5 (2.44%) Advertising
7 4 (1.95%) Investment Banking
7 4 (1.95%) Telecoms
8 3 (1.46%) German Language
8 3 (1.46%) Legal
9 2 (0.98%) Wholesale Banking
10 1 (0.49%) Back Office
10 1 (0.49%) Games
10 1 (0.49%) Law
Job Titles
1 72 (35.12%) Analyst
2 56 (27.32%) Developer
3 36 (17.56%) Data Analyst
4 19 (9.27%) Consultant
5 18 (8.78%) Business Analyst
6 14 (6.83%) SAP Consultant
7 13 (6.34%) SQL Developer
8 12 (5.85%) Data Migration Analyst
8 12 (5.85%) Migration Analyst
9 11 (5.37%) Business Intelligence Developer
10 10 (4.88%) ETL Developer
11 9 (4.39%) Data Scientist
11 9 (4.39%) Systems Analyst
12 8 (3.90%) Data Consultant
12 8 (3.90%) SAP Data Consultant
13 7 (3.41%) Business Developer
13 7 (3.41%) Business Intelligence Analyst
14 6 (2.93%) .NET Developer
14 6 (2.93%) Excel Developer
14 6 (2.93%) SAP Developer
Libraries, Frameworks & Software Standards
1 11 (5.37%) .NET
2 10 (4.88%) XML
3 6 (2.93%) BAPI
3 6 (2.93%) Lucene
3 6 (2.93%) Natural Language Processing
3 6 (2.93%) Web Services
4 5 (2.44%) Node.js
4 5 (2.44%) Regular Expression
5 4 (1.95%) REST
6 3 (1.46%) JSON
6 3 (1.46%) MDX
7 2 (0.98%) AngularJS
7 2 (0.98%) ASP.NET
7 2 (0.98%) D3.js
7 2 (0.98%) Velocity
7 2 (0.98%) XSLT
8 1 (0.49%) Middleware
8 1 (0.49%) PostGIS
8 1 (0.49%) SOAP
8 1 (0.49%) WCF
Miscellaneous
1 29 (14.15%) Analytical Skills
2 15 (7.32%) Visualisation
3 11 (5.37%) Data Conversion
4 9 (4.39%) Data Integration
5 6 (2.93%) Credit Risk
5 6 (2.93%) Data Structures
5 6 (2.93%) FMCG
6 5 (2.44%) Management Information System
6 5 (2.44%) Mathematics
6 5 (2.44%) Statistics
6 5 (2.44%) User Experience
7 4 (1.95%) NHS
7 4 (1.95%) Reinsurance
8 3 (1.46%) Computer Science
8 3 (1.46%) Digital Media
8 3 (1.46%) Economics
8 3 (1.46%) Virtual Team
9 2 (0.98%) Linked Data
9 2 (0.98%) Ontologies
9 2 (0.98%) Semantic Web
Operating Systems
1 5 (2.44%) Linux
2 3 (1.46%) Unix
2 3 (1.46%) Windows
3 2 (0.98%) Windows Server
3 2 (0.98%) Windows Server 2008
3 2 (0.98%) Windows Server 2012
4 1 (0.49%) Windows 10
4 1 (0.49%) Windows 7
Processes & Methodologies
1 68 (33.17%) ETL
2 59 (28.78%) Migration
3 49 (23.90%) Business Intelligence
4 42 (20.49%) Data Migration
5 35 (17.07%) Data Analysis
6 32 (15.61%) Data Modelling
7 31 (15.12%) Validation
8 28 (13.66%) Analytics
9 27 (13.17%) Data Cleansing
10 24 (11.71%) ERP
11 22 (10.73%) User Acceptance Testing
12 20 (9.76%) Agile Software Development
13 16 (7.80%) Stakeholder Management
14 13 (6.34%) Data Management
14 13 (6.34%) Data Transformation
15 12 (5.85%) Test Scripting
16 11 (5.37%) CRM
17 10 (4.88%) TDD
18 9 (4.39%) DevOps
18 9 (4.39%) Logical Data Model
Programming Languages
1 114 (55.61%) SQL
2 19 (9.27%) T-SQL
3 17 (8.29%) Java
4 12 (5.85%) VBA
5 10 (4.88%) PL/SQL
6 9 (4.39%) C#
6 9 (4.39%) JavaScript
7 8 (3.90%) Python
8 7 (3.41%) ABAP
8 7 (3.41%) R
9 6 (2.93%) VB
10 3 (1.46%) C
10 3 (1.46%) MATLAB
10 3 (1.46%) Perl
10 3 (1.46%) Ruby
11 2 (0.98%) JCL
11 2 (0.98%) PHP
11 2 (0.98%) PowerShell
11 2 (0.98%) SAS Macro
11 2 (0.98%) SPARQL
Qualifications
1 18 (8.78%) Degree
2 3 (1.46%) Security Cleared
3 2 (0.98%) IIBA
3 2 (0.98%) ITIL Certification
3 2 (0.98%) SC Cleared
4 1 (0.49%) AAT
4 1 (0.49%) BC Cleared
4 1 (0.49%) CFA
4 1 (0.49%) CIMA
4 1 (0.49%) CISA
4 1 (0.49%) MBA
4 1 (0.49%) PhD
4 1 (0.49%) Six Sigma Black Belt
Quality Assurance & Compliance
1 35 (17.07%) Data Quality
2 11 (5.37%) Solvency II
3 9 (4.39%) QA
4 8 (3.90%) GxP
5 4 (1.95%) GMP
5 4 (1.95%) Sarbanes-Oxley
6 1 (0.49%) CDISC
System Software
1 1 (0.49%) Apache Flume
1 1 (0.49%) Docker
1 1 (0.49%) Firmware
1 1 (0.49%) HDFS
1 1 (0.49%) Oracle RAC
1 1 (0.49%) Virtual Servers
Systems Management
1 1 (0.49%) CA Single Sign-On
1 1 (0.49%) HP Quality Center
1 1 (0.49%) NSN NetAct
Vendors
1 50 (24.39%) Oracle
2 35 (17.07%) SAP
3 22 (10.73%) Tableau
4 13 (6.34%) Microsoft
5 7 (3.41%) Informatica
6 5 (2.44%) Infor
7 4 (1.95%) EPiServer
7 4 (1.95%) Kronos
7 4 (1.95%) Salesforce.com
7 4 (1.95%) Talend
8 3 (1.46%) Cognos
8 3 (1.46%) Google
8 3 (1.46%) IBM
8 3 (1.46%) Perforce
8 3 (1.46%) Sybase
8 3 (1.46%) Teradata
9 2 (0.98%) comScore
9 2 (0.98%) Hitwise
9 2 (0.98%) Huawei
9 2 (0.98%) NetSuite
London
Vivid Resourcing
Posted: 2 days ago
Sutton, Surrey
Reed Business Information Ltd
Rate: From £250 to £300 per day
Posted: Yesterday
Leicestershire
Reed Technology
Rate: £17 - £20 per hour
Posted: 4 days ago
London
Venn Group
Rate: £375 - £425 Per Day
Posted: Yesterday