The table below looks at the prevalence of the term Data Extraction in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Extraction
Rank 763 766 779
Rank change year-on-year
+3 +13
Permanent jobs citing Data Extraction 147 201 192
As % of all permanent IT jobs located in the UK 0.15% 0.18% 0.17%
As % of the Miscellaneous category 0.38% 0.43% 0.42%
Number of salaries quoted 138 171 168
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year
-5.55% +5.88%
90% offered a salary of more than £30,000 £30,500 £28,500
10% offered a salary of more than £65,000 £67,500 £63,000
UK excluding London median salary £37,500 £35,000 £36,800
% change year-on-year
+7.14% -4.89%

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

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
39022 46486 45280
As % of all permanent IT jobs located in the UK 40.97% 42.44% 40.12%
Number of salaries quoted 31793 37415 35372
Median salary £50,000 £49,500 £46,500
Median salary % change year-on-year
+1.01% +6.45%
90% offered a salary of more than £29,000 £28,500 £28,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London median salary £42,500 £41,837 £40,000
% change year-on-year
+1.58% +4.59%

Data Extraction
Jobs Demand Trend

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

Data Extraction Jobs Demand Trend in the UK

Data Extraction
Salary Trend

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

Data Extraction Salary Trend in the UK

Data Extraction
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Extraction over the 3 months to 28 September 2016 within the UK.

Data Extraction Salary Histogram in the UK

Data Extraction
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the UK over the 3 months to 28 September 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -11 133 £42,250 -6.11% 21
London -12 59 £50,000 -2.43% 7
South East +46 27 £34,000 -20.00% 7
North West -3 12 £40,000 +6.66% 3
East of England +21 10 £45,000 - 3
Buckinghamshire +19 10 £33,000 -5.71% 1
South West +1 10 £32,500 -10.34%
Manchester -2 10 £40,000 - 3
Berkshire +37 9 £37,500 +15.38% 3
Bristol +14 9 £32,500 -10.34%
City of London +16 8 £50,000 -13.04% 2
West Midlands -11 8 £37,500 +11.94%
Milton Keynes - 8 £33,000 - 1
Beckenham - 7 £42,500 - 1
Scotland - 7 £50,500 - 3
Edinburgh - 6 £50,500 - 1
Wokingham - 6 £37,500 - 1
Surrey +29 5 £24,500 +2.08%
East Midlands +19 5 £31,656 -29.65% 1
Hertfordshire +12 4 £45,000 -14.28% 1
Farnham -4 4 £24,500 +2.08%
Birmingham -23 4 £45,000 -
Coventry - 4 £30,000 -
Essex - 3 £45,000 - 2
Stevenage - 3 £45,000 -
West Yorkshire +16 2 £28,500 +14.00%
Cambridgeshire +15 2 £33,900 -24.66%
Cambridge +12 2 £33,900 -24.66%
Nottinghamshire +11 2 £31,656 -
Yorkshire +11 2 £28,500 -12.30%

Data Extraction
Top 30 Related IT Skills

For the 6 months to 28 September 2016, IT 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 job ads with a requirement for Data Extraction.

1 191 (66.78%) SQL
2 119 (41.61%) Business Intelligence
3 114 (39.86%) Finance
4 95 (33.22%) SQL Server
5 75 (26.22%) ETL
6 74 (25.87%) Analytical Skills
7 68 (23.78%) T-SQL
8 65 (22.73%) Data Analysis
9 64 (22.38%) Analytics
10 58 (20.28%) Microsoft
11 56 (19.58%) MS Excel
12 53 (18.53%) Agile Software Development
13 49 (17.13%) SQL Server Integration Services
14 47 (16.43%) SQL Server Reporting Services
15 45 (15.73%) Data Warehouse
16 44 (15.38%) Degree
17 42 (14.69%) Oracle
18 40 (13.99%) Data Quality
18 40 (13.99%) Visualisation
19 37 (12.94%) SAS
20 36 (12.59%) C#
21 34 (11.89%) .NET
21 34 (11.89%) Tableau
21 34 (11.89%) Marketing
22 33 (11.54%) XML
23 28 (9.79%) SQL Server Analysis Services
23 28 (9.79%) Data Analytics
23 28 (9.79%) OLAP
24 27 (9.44%) BusinessObjects
25 26 (9.09%) SAP

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 37 (12.94%) SAS
2 7 (2.45%) SharePoint
3 2 (0.70%) Confluence
3 2 (0.70%) IIS
4 1 (0.35%) Apache
4 1 (0.35%) Apache Solr
4 1 (0.35%) CMS
4 1 (0.35%) IBM HTTP Server
4 1 (0.35%) Mule
4 1 (0.35%) NetWeaver
4 1 (0.35%) OpenEdge
4 1 (0.35%) Oracle Service Bus
4 1 (0.35%) Tomcat
4 1 (0.35%) WebLogic
4 1 (0.35%) WebSphere
Applications
1 56 (19.58%) MS Excel
2 20 (6.99%) MS PowerPoint
3 11 (3.85%) MS Office
4 5 (1.75%) Spreadsheet
5 4 (1.40%) MS Visio
6 3 (1.05%) InDesign
6 3 (1.05%) Photoshop
6 3 (1.05%) SPSS
7 2 (0.70%) MS Project
8 1 (0.35%) Mathcad
Business Applications
1 7 (2.45%) SAP BPC
2 5 (1.75%) Oracle Financials
3 3 (1.05%) Dynamics CRM
4 2 (0.70%) Dynamics AX
4 2 (0.70%) Dynamics NAV
4 2 (0.70%) Epicor Tropos
4 2 (0.70%) Infor M3
4 2 (0.70%) Infor SunSystems
4 2 (0.70%) Movex
4 2 (0.70%) Sage X3
4 2 (0.70%) SAP Business One
4 2 (0.70%) WebTrends
5 1 (0.35%) Data Workbench
5 1 (0.35%) Oracle EBS
5 1 (0.35%) Salesforce.com CRM
5 1 (0.35%) SAP ERP
Cloud Services
1 7 (2.45%) Adobe Analytics
2 4 (1.40%) Amazon AWS
3 3 (1.05%) AdWords
3 3 (1.05%) Google Analytics
3 3 (1.05%) Google Tag Manager
4 2 (0.70%) SaaS
5 1 (0.35%) Amazon ELB
5 1 (0.35%) Force.com
5 1 (0.35%) IBM Cloud
Communications & Networking
1 8 (2.80%) Internet
2 2 (0.70%) Intranet
2 2 (0.70%) VoIP
3 1 (0.35%) Cisco ASA
3 1 (0.35%) Firewall
3 1 (0.35%) FTP
3 1 (0.35%) WebEx
3 1 (0.35%) Wireshark
Database & Business Intelligence
1 95 (33.22%) SQL Server
2 49 (17.13%) SQL Server Integration Services
3 47 (16.43%) SQL Server Reporting Services
4 45 (15.73%) Data Warehouse
5 28 (9.79%) OLAP
5 28 (9.79%) SQL Server Analysis Services
6 27 (9.44%) BusinessObjects
7 24 (8.39%) Relational Database
8 22 (7.69%) OLAP Cube
9 20 (6.99%) QlikView
10 19 (6.64%) Big Data
10 19 (6.64%) SAP BW
10 19 (6.64%) SQL Server 2012
11 17 (5.94%) Hadoop
11 17 (5.94%) SQL Server 2008
12 16 (5.59%) MySQL
12 16 (5.59%) SAP BI
13 15 (5.24%) SQL Server 2005
14 13 (4.55%) Crystal Reports
14 13 (4.55%) Oracle Reports
Development Applications
1 12 (4.20%) JIRA
1 12 (4.20%) Talend Open Studio
2 11 (3.85%) Jenkins
3 10 (3.50%) Git (software)
4 8 (2.80%) Cucumber
4 8 (2.80%) RSpec
5 6 (2.10%) Visual Studio
6 4 (1.40%) Babel
6 4 (1.40%) Eclipse
6 4 (1.40%) SQL Server Management Studio (SSMS)
6 4 (1.40%) webpack
7 2 (0.70%) Ant
7 2 (0.70%) Capybara
7 2 (0.70%) PhantomJS
7 2 (0.70%) Selenium
7 2 (0.70%) Team Foundation Server
8 1 (0.35%) Jasmine
8 1 (0.35%) Subversion
8 1 (0.35%) TeamCity
8 1 (0.35%) Toad
General
1 114 (39.86%) Finance
2 34 (11.89%) Marketing
3 26 (9.09%) Retail
4 17 (5.94%) Banking
5 8 (2.80%) Advertising
6 5 (1.75%) Local Government
6 5 (1.75%) Pharmaceutical
7 4 (1.40%) Games
7 4 (1.40%) Manufacturing
8 2 (0.70%) Back Office
8 2 (0.70%) Billing
9 1 (0.35%) Automotive
9 1 (0.35%) Danish Language
9 1 (0.35%) Investment Banking
9 1 (0.35%) Law
9 1 (0.35%) Legal
9 1 (0.35%) Military
9 1 (0.35%) Publishing
Job Titles
1 109 (38.11%) Analyst
2 88 (30.77%) Developer
3 37 (12.94%) Data Analyst
4 29 (10.14%) Business Intelligence Developer
4 29 (10.14%) SQL Analyst
4 29 (10.14%) SQL Developer
5 26 (9.09%) Business Intelligence Analyst
6 25 (8.74%) C# Developer
6 25 (8.74%) Consultant
7 20 (6.99%) .NET Developer
8 19 (6.64%) SQL Data Analyst
9 16 (5.59%) C# .NET Developer
10 15 (5.24%) Senior Analyst
11 14 (4.90%) Excel Analyst
12 13 (4.55%) SAP BW Consultant
12 13 (4.55%) SAP Consultant
13 12 (4.20%) Junior
14 11 (3.85%) Business Intelligence Consultant
14 11 (3.85%) Insight Analyst
14 11 (3.85%) SAP BI Consultant
Libraries, Frameworks & Software Standards
1 34 (11.89%) .NET
2 33 (11.54%) XML
3 21 (7.34%) ASP.NET
4 19 (6.64%) HTML
5 15 (5.24%) CSS
6 8 (2.80%) Gherkin
6 8 (2.80%) JSON
6 8 (2.80%) ODBC
6 8 (2.80%) Web Services
7 6 (2.10%) REST
8 4 (1.40%) Classic ASP
8 4 (1.40%) jQuery
8 4 (1.40%) MDX
8 4 (1.40%) Middleware
9 3 (1.05%) Ruby on Rails
10 2 (0.70%) COM
10 2 (0.70%) RESTful
10 2 (0.70%) SOAP
10 2 (0.70%) WPF
11 1 (0.35%) AngularJS
Miscellaneous
1 74 (25.87%) Analytical Skills
2 40 (13.99%) Visualisation
3 24 (8.39%) Mathematics
4 23 (8.04%) Computer Science
5 22 (7.69%) Statistics
6 15 (5.24%) Credit Risk
6 15 (5.24%) Management Information System
7 9 (3.15%) Fintech
7 9 (3.15%) PMI
7 9 (3.15%) Reference Data
8 8 (2.80%) Data Integration
8 8 (2.80%) Data Structures
8 8 (2.80%) Tandem
8 8 (2.80%) User Experience
9 6 (2.10%) Data Conversion
10 4 (1.40%) Freedom of Information
10 4 (1.40%) Physics
11 3 (1.05%) Driving Licence
11 3 (1.05%) Enterprise Software
12 2 (0.70%) Graphic Design
Operating Systems
1 22 (7.69%) Windows
2 14 (4.90%) Unix
3 9 (3.15%) Linux
4 4 (1.40%) Windows Server
4 4 (1.40%) Windows Server 2008
5 1 (0.35%) AIX
5 1 (0.35%) Red Hat Enterprise Linux
Processes & Methodologies
1 119 (41.61%) Business Intelligence
2 75 (26.22%) ETL
3 65 (22.73%) Data Analysis
4 64 (22.38%) Analytics
5 53 (18.53%) Agile Software Development
6 28 (9.79%) Data Analytics
7 25 (8.74%) Data Visualisation
7 25 (8.74%) Validation
8 24 (8.39%) Data Cleansing
8 24 (8.39%) Migration
9 19 (6.64%) Data Management
9 19 (6.64%) E-Commerce
9 19 (6.64%) Performance Tuning
10 18 (6.29%) Data Modelling
10 18 (6.29%) Web Analytics
10 18 (6.29%) Web Development
11 17 (5.94%) Project Management
12 15 (5.24%) Mentoring
12 15 (5.24%) User Acceptance Testing
13 14 (4.90%) Statistical Analysis
Programming Languages
1 191 (66.78%) SQL
2 68 (23.78%) T-SQL
3 36 (12.59%) C#
4 26 (9.09%) VBA
5 25 (8.74%) JavaScript
6 18 (6.29%) PL/SQL
7 16 (5.59%) Ruby
8 13 (4.55%) Java
9 11 (3.85%) PHP
9 11 (3.85%) VB
10 10 (3.50%) C++
11 9 (3.15%) R
12 8 (2.80%) Python
13 6 (2.10%) PowerShell
14 5 (1.75%) VB.NET
14 5 (1.75%) VBScript
15 4 (1.40%) ES6
15 4 (1.40%) Perl
16 3 (1.05%) MATLAB
17 2 (0.70%) Scala
Qualifications
1 44 (15.38%) Degree
2 9 (3.15%) PMI Certification
3 4 (1.40%) PhD
3 4 (1.40%) Security Cleared
4 3 (1.05%) SC Cleared
4 3 (1.05%) Six Sigma Green Belt
Quality Assurance & Compliance
1 40 (13.99%) Data Quality
2 14 (4.90%) QA
3 4 (1.40%) Sarbanes-Oxley
4 2 (0.70%) SLA
5 1 (0.35%) SDET
System Software
1 1 (0.35%) Gluster
1 1 (0.35%) HDFS
1 1 (0.35%) iptables
1 1 (0.35%) NFS
1 1 (0.35%) Tivoli Workload Scheduler
Systems Management
1 1 (0.35%) HAProxy
1 1 (0.35%) ITRS Geneos
1 1 (0.35%) Opscode Chef
1 1 (0.35%) Puppet
1 1 (0.35%) Tivoli
Vendors
1 58 (20.28%) Microsoft
2 42 (14.69%) Oracle
3 34 (11.89%) Tableau
4 26 (9.09%) SAP
5 14 (4.90%) Informatica
6 12 (4.20%) Talend
7 11 (3.85%) Adobe
8 7 (2.45%) Salesforce.com
9 6 (2.10%) MicroStrategy
10 5 (1.75%) Cognos
11 4 (1.40%) VMware
12 3 (1.05%) Crazy Egg
12 3 (1.05%) Google
12 3 (1.05%) Optimizely
12 3 (1.05%) Remedy
13 2 (0.70%) IFS
13 2 (0.70%) Infor
13 2 (0.70%) Platfora
13 2 (0.70%) QAD
13 2 (0.70%) SYSPRO
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Reed Technology
Salary: £28000 - £38000 per annum + Benefits
Posted: 17 hours ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: Yesterday
Hemel Hempstead, Hertfordshire
Networking People
Salary: £75000 - £85000 per annum + Ex Bens
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London
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Cardiff, South Glamorgan
IntaPeople
Salary: £21000 - £22000 per annum
Posted: 4 days ago
Glasgow, Lanarkshire
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Salary: £40000 - £55000 per annum + benefits
Posted: 2 days ago
London
Talent International
Salary: £30000 - £40000 per annum + Benefits
Posted: 4 days ago
Edinburgh, Midlothian
Sanderson
Salary: £30000 - £35000 per annum + Highly Competitive Benefits
Posted: 4 days ago
London
TEKsystems
Salary: £55000 - £75000 per annum + bonus and benefits
Posted: 6 days ago
Brentwood
Montash Associates
Salary: £40000 - £41000 per annum + Bonus + Benefits
Posted: 9 days ago
Berkshire
Lawrence Harvey
Salary: £60000.00 - £77000.00 per annum + benefits + bonus
Posted: 8 days ago
Slough
Bluetown Online LTD
Salary: £25000 - £30000 per annum
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Manchester, Lancashire
Peninsula
Salary: Market related
Posted: 20 days ago
Beckenham
aap3
Salary: £40000 - £50000 per annum + Excellent Benefits
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Glasgow
Cathcart Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 16 days ago
City, London
Bloomberg
Posted: 20 days ago
Oxford
Oxford Brookes University
Salary: £41,255 to £46,414
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Brentwood
Montash Associates
Salary: £40000 - £45000 per annum + Bonus
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Lincolnshire
Nigel Frank International Limited - Newcastle
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Wokingham, Berkshire
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