The table below looks at the prevalence of the term Data Extraction in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Extraction
Rank 775 745 768
Rank change year-on-year
-30 +23
Permanent jobs citing Data Extraction 121 201 193
As % of all permanent IT jobs located in England 0.13% 0.20% 0.18%
As % of the Miscellaneous category 0.32% 0.47% 0.44%
Number of salaries quoted 104 138 162
Median salary £45,000 £40,000 £37,500
Median salary % change year-on-year
+12.50% +6.66%
90% offered a salary of more than £32,500 £26,400 £26,300
10% offered a salary of more than £55,000 £67,500 £65,000
UK excluding London median salary £44,375 £35,000 £34,094
% change year-on-year
+26.78% +2.65%
Data Extraction
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38204 42949 43915
As % of all permanent IT jobs located in England 41.62% 41.73% 40.75%
Number of salaries quoted 31676 34350 34976
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £27,500 £29,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Extraction
Jobs Demand Trend in England

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

Data Extraction Jobs Demand Trend in England

Data Extraction
Salary Trend in England

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

Data Extraction Salary Trend in England

Data Extraction
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Extraction across the England region over the 3 months to 24 July 2016.

Data Extraction Salary Histogram in England

Data Extraction
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the England region over the 3 months to 24 July 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
London -13 46 £50,000 -4.76% 9
South East +15 20 £37,500 -6.25% 6
East of England +33 16 £45,000 +80.00%
West Midlands -5 12 £47,500 +55.73%
North West +19 8 £32,500 -18.75% 1
South West +19 5 £32,500 -18.75%
East Midlands +3 3 £47,500 +5.55% 1
North East - 2 £41,500 -
Yorkshire +27 1 - - 1
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 24 July 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 across the England region with a requirement for Data Extraction.

1 168 (62.45%) SQL
2 108 (40.15%) Business Intelligence
3 101 (37.55%) Finance
4 85 (31.60%) SQL Server
5 79 (29.37%) Analytical Skills
6 68 (25.28%) ETL
7 63 (23.42%) T-SQL
8 54 (20.07%) Microsoft
9 50 (18.59%) Data Warehouse
10 49 (18.22%) Agile Software Development
11 46 (17.10%) Data Analysis
11 46 (17.10%) Visualisation
12 45 (16.73%) Analytics
13 44 (16.36%) MS Excel
14 43 (15.99%) SQL Server Integration Services
15 41 (15.24%) SQL Server Reporting Services
16 40 (14.87%) Degree
17 38 (14.13%) C#
18 34 (12.64%) Data Quality
19 33 (12.27%) Marketing
19 33 (12.27%) JavaScript
20 31 (11.52%) Retail
20 31 (11.52%) SAS
21 30 (11.15%) Computer Science
22 29 (10.78%) HTML
22 29 (10.78%) CSS
23 27 (10.04%) .NET
23 27 (10.04%) BusinessObjects
23 27 (10.04%) Mathematics
23 27 (10.04%) Tableau

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 31 (11.52%) SAS
2 5 (1.86%) Apache Spark
3 2 (0.74%) IIS
3 2 (0.74%) SharePoint
4 1 (0.37%) Apache Solr
4 1 (0.37%) CMS
4 1 (0.37%) Confluence
4 1 (0.37%) IBM HTTP Server
4 1 (0.37%) MS Exchange
4 1 (0.37%) NetWeaver
Applications
1 44 (16.36%) MS Excel
2 18 (6.69%) MS PowerPoint
3 7 (2.60%) MS Office
3 7 (2.60%) Spreadsheet
4 3 (1.12%) InDesign
4 3 (1.12%) Photoshop
5 1 (0.37%) Mathcad
5 1 (0.37%) MS Project
5 1 (0.37%) SPSS
Business Applications
1 9 (3.35%) SAP BPC
2 4 (1.49%) Oracle Financials
3 3 (1.12%) Dynamics CRM
4 2 (0.74%) Sage X3
4 2 (0.74%) WebTrends
5 1 (0.37%) Dynamics AX
5 1 (0.37%) Dynamics NAV
5 1 (0.37%) Epicor Tropos
5 1 (0.37%) Infor M3
5 1 (0.37%) Infor SunSystems
5 1 (0.37%) Movex
5 1 (0.37%) Oracle EBS
5 1 (0.37%) SAP APO
5 1 (0.37%) SAP Business One
5 1 (0.37%) SAP ERP
Cloud Services
1 9 (3.35%) Google Analytics
1 9 (3.35%) Google Tag Manager
2 6 (2.23%) Adobe Analytics
3 1 (0.37%) Office 365
3 1 (0.37%) SaaS
Communications & Networking
1 8 (2.97%) Internet
2 2 (0.74%) Firewall
2 2 (0.74%) Intranet
2 2 (0.74%) TCP/IP
2 2 (0.74%) VoIP
3 1 (0.37%) DHCP
3 1 (0.37%) DNS
3 1 (0.37%) FTP
3 1 (0.37%) LAN
3 1 (0.37%) Network Security
3 1 (0.37%) VLAN
3 1 (0.37%) VPN
3 1 (0.37%) WAN
Database & Business Intelligence
1 85 (31.60%) SQL Server
2 50 (18.59%) Data Warehouse
3 43 (15.99%) SQL Server Integration Services
4 41 (15.24%) SQL Server Reporting Services
5 27 (10.04%) BusinessObjects
6 26 (9.67%) OLAP
7 24 (8.92%) SQL Server Analysis Services
8 23 (8.55%) Hadoop
9 22 (8.18%) SAP BW
9 22 (8.18%) SQL Server 2012
10 20 (7.43%) OLAP Cube
11 19 (7.06%) Relational Database
11 19 (7.06%) SAP BI
12 15 (5.58%) SAP HANA
13 14 (5.20%) Big Data
14 12 (4.46%) Base SAS
14 12 (4.46%) SQL Server 2008
15 10 (3.72%) Data Mining
15 10 (3.72%) SQL Server 2014
16 8 (2.97%) QlikView
Development Applications
1 5 (1.86%) SQL Server Management Studio (SSMS)
2 4 (1.49%) Babel
2 4 (1.49%) Eclipse
2 4 (1.49%) Talend Open Studio
2 4 (1.49%) webpack
3 3 (1.12%) JIRA
4 2 (0.74%) Cucumber
4 2 (0.74%) Git (software)
4 2 (0.74%) Jenkins
4 2 (0.74%) RSpec
4 2 (0.74%) Team Foundation Server
4 2 (0.74%) Visual Studio
5 1 (0.37%) Capybara
5 1 (0.37%) PhantomJS
5 1 (0.37%) Selenium
5 1 (0.37%) Toad
General
1 101 (37.55%) Finance
2 33 (12.27%) Marketing
3 31 (11.52%) Retail
4 16 (5.95%) Advertising
5 11 (4.09%) Banking
6 7 (2.60%) Pharmaceutical
7 5 (1.86%) Games
7 5 (1.86%) Local Government
8 4 (1.49%) German Language
9 3 (1.12%) Manufacturing
9 3 (1.12%) Telecoms
10 2 (0.74%) Automotive
10 2 (0.74%) Back Office
10 2 (0.74%) Law
10 2 (0.74%) Legal
10 2 (0.74%) Military
11 1 (0.37%) Financial Institution
11 1 (0.37%) Publishing
Job Titles
1 98 (36.43%) Analyst
2 78 (29.00%) Developer
3 32 (11.90%) Business Intelligence Developer
3 32 (11.90%) Consultant
3 32 (11.90%) Data Analyst
4 27 (10.04%) SQL Analyst
5 25 (9.29%) SQL Developer
6 23 (8.55%) C# Developer
7 21 (7.81%) Excel Analyst
8 19 (7.06%) SQL Data Analyst
9 18 (6.69%) .NET Developer
10 17 (6.32%) C# .NET Developer
11 16 (5.95%) SAP Consultant
12 15 (5.58%) Business Intelligence Analyst
13 14 (5.20%) Business Intelligence Consultant
13 14 (5.20%) SAP BI Consultant
13 14 (5.20%) SAP BW Consultant
14 12 (4.46%) SQL BI Developer
15 10 (3.72%) Data Engineer
16 9 (3.35%) PMO Analyst
Libraries, Frameworks & Software Standards
1 29 (10.78%) CSS
1 29 (10.78%) HTML
2 27 (10.04%) .NET
3 20 (7.43%) ASP.NET
4 16 (5.95%) XML
5 10 (3.72%) jQuery
6 5 (1.86%) REST
6 5 (1.86%) WPF
7 4 (1.49%) Classic ASP
8 3 (1.12%) AngularJS
8 3 (1.12%) MDX
8 3 (1.12%) ODBC
8 3 (1.12%) Ruby on Rails
9 2 (0.74%) Gherkin
9 2 (0.74%) JSON
10 1 (0.37%) GWT
10 1 (0.37%) J2EE
10 1 (0.37%) Regular Expression
10 1 (0.37%) Web Services
10 1 (0.37%) XSLT
Miscellaneous
1 79 (29.37%) Analytical Skills
2 46 (17.10%) Visualisation
3 30 (11.15%) Computer Science
4 27 (10.04%) Mathematics
5 15 (5.58%) Statistics
6 13 (4.83%) Data Integration
6 13 (4.83%) Management Information System
7 11 (4.09%) Credit Risk
8 10 (3.72%) Fintech
9 9 (3.35%) Data Conversion
9 9 (3.35%) Data Structures
9 9 (3.35%) User Experience
10 7 (2.60%) Physics
11 5 (1.86%) Algorithms
11 5 (1.86%) Artificial Intelligence
11 5 (1.86%) Biology
12 4 (1.49%) Driving Licence
12 4 (1.49%) Freedom of Information
12 4 (1.49%) PMI
12 4 (1.49%) Reference Data
Operating Systems
1 10 (3.72%) Unix
2 8 (2.97%) Linux
3 7 (2.60%) Windows
4 4 (1.49%) Windows Server
5 1 (0.37%) AIX
5 1 (0.37%) Red Hat Enterprise Linux
5 1 (0.37%) Windows 10
5 1 (0.37%) Windows 7
5 1 (0.37%) Windows 8
5 1 (0.37%) Windows Server 2008
5 1 (0.37%) Windows Server 2012
Processes & Methodologies
1 108 (40.15%) Business Intelligence
2 68 (25.28%) ETL
3 49 (18.22%) Agile Software Development
4 46 (17.10%) Data Analysis
5 45 (16.73%) Analytics
6 26 (9.67%) Web Development
7 24 (8.92%) Validation
8 23 (8.55%) Web Analytics
9 22 (8.18%) Data Modelling
9 22 (8.18%) Mentoring
10 21 (7.81%) Data Management
10 21 (7.81%) Migration
10 21 (7.81%) Project Management
10 21 (7.81%) User Acceptance Testing
11 19 (7.06%) Performance Tuning
12 18 (6.69%) Data Cleansing
12 18 (6.69%) E-Commerce
13 17 (6.32%) Data Visualisation
14 15 (5.58%) CRM
14 15 (5.58%) ERP
Programming Languages
1 168 (62.45%) SQL
2 63 (23.42%) T-SQL
3 38 (14.13%) C#
4 33 (12.27%) JavaScript
5 22 (8.18%) VBA
6 17 (6.32%) Java
7 12 (4.46%) PL/SQL
7 12 (4.46%) VB
8 10 (3.72%) C++
9 8 (2.97%) VBScript
10 6 (2.23%) PHP
10 6 (2.23%) Ruby
10 6 (2.23%) Scala
11 4 (1.49%) ES6
11 4 (1.49%) Python
11 4 (1.49%) R
12 3 (1.12%) C
13 2 (0.74%) Data Analysis Expressions (DAX)
13 2 (0.74%) Perl
13 2 (0.74%) Shell Script
Qualifications
1 40 (14.87%) Degree
2 4 (1.49%) PhD
2 4 (1.49%) PMI Certification
2 4 (1.49%) Security Cleared
3 3 (1.12%) SC Cleared
3 3 (1.12%) Six Sigma Green Belt
4 1 (0.37%) AAT
4 1 (0.37%) ACCA
4 1 (0.37%) CIMA
4 1 (0.37%) ISTQB
4 1 (0.37%) MBA
Quality Assurance & Compliance
1 34 (12.64%) Data Quality
2 16 (5.95%) QA
3 9 (3.35%) Sarbanes-Oxley
4 3 (1.12%) Basel II
5 1 (0.37%) HL7
System Software
1 2 (0.74%) Active Directory
1 2 (0.74%) HDFS
2 1 (0.37%) Hyper-V
2 1 (0.37%) Tivoli Workload Scheduler
2 1 (0.37%) vSphere
Systems Management
1 1 (0.37%) EnCase
1 1 (0.37%) FTK
1 1 (0.37%) ITRS Geneos
1 1 (0.37%) SCCM
1 1 (0.37%) Symantec Enterprise Vault
1 1 (0.37%) Tivoli
Vendors
1 54 (20.07%) Microsoft
2 27 (10.04%) Tableau
3 25 (9.29%) SAP
4 24 (8.92%) Oracle
5 9 (3.35%) Adobe
5 9 (3.35%) Google
6 7 (2.60%) Informatica
7 6 (2.23%) MicroStrategy
8 4 (1.49%) Cognos
8 4 (1.49%) Talend
9 3 (1.12%) HP
9 3 (1.12%) Sage
10 2 (0.74%) ESRI
10 2 (0.74%) Salesforce.com
10 2 (0.74%) Xerox
11 1 (0.37%) ATG
11 1 (0.37%) IFS
11 1 (0.37%) Kronos
11 1 (0.37%) QAD
11 1 (0.37%) VMware
London
Harrington Starr
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 13 hours ago
Nottingham
Experian
Salary: £competitive + excellent benefits
Posted: 2 days ago
Beckenham
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Salary: £40000 - £45000 per annum + Benefits
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London
TEKsystems
Salary: £25000 - £40000 per annum + brilliant bonuses and benefits
Posted: 6 days ago
Farnham, Surrey
HAYS INFORMATION TECHNOLOGY
Salary: £20000 - £28000 per annum + Package
Posted: 5 days ago
Slough
Hays Specialist Recruitment
Salary: £30000.00 - £38000.00 per annum + Benefits/shares
Posted: 16 days ago
Central London / West End
The Start Up Loans Company
Salary: From £25,000 to £35,000 per annum
Posted: 17 days ago
Wokingham, Berkshire
V2
Salary: From £30,000 to £45,000 per annum plus uncapped bonus and benefits
Posted: 12 days ago
North London
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Salary: + Competitive Benefits
Posted: 18 days ago
Pudsey, West Yorkshire
Anonymous Recruiter
Salary: From £40,000 to £45,000 per annum
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