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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Extraction
Rank 781 759 791
Rank change year-on-year
-22 +32
Permanent jobs citing Data Extraction 130 222 210
As % of all permanent IT jobs located in the UK 0.13% 0.20% 0.18%
As % of the Miscellaneous category 0.32% 0.49% 0.44%
Number of salaries quoted 112 156 175
Median salary £42,750 £40,000 £40,000
Median salary % change year-on-year
+6.87% -
90% offered a salary of more than £29,550 £27,250 £27,000
10% offered a salary of more than £52,950 £67,500 £65,000
UK excluding London median salary £40,750 £35,000 £34,094
% change year-on-year
+16.42% +2.65%

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
40481 45637 47431
As % of all permanent IT jobs located in the UK 41.34% 41.62% 40.48%
Number of salaries quoted 33027 36271 37454
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 £28,500
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

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 30 July 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 30 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
England -51 126 £42,750 +6.87% 19
London -26 51 £50,000 -6.97% 11
South East -3 21 £36,250 -9.37% 4
East of England +22 16 £45,000 +80.00% 1
North West +20 10 £32,500 -18.75% 1
West Midlands -4 9 £47,500 +53.22% 1
Hertfordshire +18 8 £45,000 +80.00%
Berkshire -3 8 £37,500 -6.25% 2
Buckinghamshire +29 7 £33,000 +5.60%
City of London +46 6 £52,750 -4.09% 2
Worcester - 6 £47,500 -
Worcestershire - 6 £47,500 -
South West +7 5 £32,500 -18.75%
East Midlands +3 5 £45,000 -
Manchester -10 5 £40,000 - 1
Wokingham - 5 £37,500 - 1
Milton Keynes - 5 £33,000 -
Stevenage - 5 £45,000 -
Surrey +29 4 £29,750 -7.75% 1
Bedfordshire +27 4 £45,000 -
Bristol +17 4 £32,500 -18.75%
Cambridgeshire - 4 £32,500 -
Watford +24 3 £60,000 +140.00%
Cambridge - 3 £33,200 -
Luton - 3 £45,000 -
Sidcup - 3 £42,750 -
Cheshire +40 2 £32,000 -
Nottinghamshire +7 2 £48,750 -
Edinburgh +7 2 £37,250 -
Scotland +6 2 £37,250 -3.87%

Data Extraction
Top 30 Related IT Skills

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

1 175 (63.64%) SQL
2 112 (40.73%) Business Intelligence
3 105 (38.18%) Finance
4 91 (33.09%) SQL Server
5 81 (29.45%) Analytical Skills
6 69 (25.09%) ETL
7 66 (24.00%) T-SQL
8 55 (20.00%) Microsoft
9 51 (18.55%) Data Analysis
10 49 (17.82%) Agile Software Development
11 46 (16.73%) Data Warehouse
11 46 (16.73%) MS Excel
12 45 (16.36%) Analytics
12 45 (16.36%) SQL Server Integration Services
13 44 (16.00%) Visualisation
14 42 (15.27%) SQL Server Reporting Services
15 41 (14.91%) Degree
16 39 (14.18%) C#
17 36 (13.09%) Data Quality
18 34 (12.36%) SAS
19 32 (11.64%) Marketing
20 31 (11.27%) JavaScript
21 30 (10.91%) Retail
22 28 (10.18%) HTML
22 28 (10.18%) .NET
22 28 (10.18%) CSS
22 28 (10.18%) Computer Science
23 27 (9.82%) Mathematics
24 26 (9.45%) Web Development
24 26 (9.45%) OLAP

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 34 (12.36%) SAS
2 5 (1.82%) Apache Spark
3 4 (1.45%) SharePoint
4 2 (0.73%) IIS
4 2 (0.73%) MS Exchange
5 1 (0.36%) Apache Solr
5 1 (0.36%) CMS
5 1 (0.36%) Confluence
5 1 (0.36%) IBM HTTP Server
5 1 (0.36%) NetWeaver
Applications
1 46 (16.73%) MS Excel
2 20 (7.27%) MS PowerPoint
3 9 (3.27%) MS Office
4 7 (2.55%) Spreadsheet
5 3 (1.09%) InDesign
5 3 (1.09%) Photoshop
6 1 (0.36%) Mathcad
6 1 (0.36%) MS Project
6 1 (0.36%) SPSS
Business Applications
1 9 (3.27%) SAP BPC
2 4 (1.45%) Oracle Financials
3 3 (1.09%) Dynamics CRM
4 2 (0.73%) Sage X3
4 2 (0.73%) WebTrends
5 1 (0.36%) Dynamics AX
5 1 (0.36%) Dynamics NAV
5 1 (0.36%) Epicor Tropos
5 1 (0.36%) Infor M3
5 1 (0.36%) Infor SunSystems
5 1 (0.36%) Movex
5 1 (0.36%) Oracle EBS
5 1 (0.36%) SAP APO
5 1 (0.36%) SAP Business One
5 1 (0.36%) SAP ERP
Cloud Services
1 8 (2.91%) Google Analytics
1 8 (2.91%) Google Tag Manager
2 6 (2.18%) Adobe Analytics
3 1 (0.36%) Office 365
3 1 (0.36%) SaaS
Communications & Networking
1 8 (2.91%) Internet
2 4 (1.45%) Firewall
2 4 (1.45%) TCP/IP
3 3 (1.09%) DHCP
3 3 (1.09%) DNS
3 3 (1.09%) LAN
3 3 (1.09%) VLAN
3 3 (1.09%) VPN
3 3 (1.09%) WAN
4 2 (0.73%) Intranet
4 2 (0.73%) VoIP
5 1 (0.36%) FTP
5 1 (0.36%) Network Security
Database & Business Intelligence
1 91 (33.09%) SQL Server
2 46 (16.73%) Data Warehouse
3 45 (16.36%) SQL Server Integration Services
4 42 (15.27%) SQL Server Reporting Services
5 26 (9.45%) BusinessObjects
5 26 (9.45%) OLAP
6 24 (8.73%) SQL Server Analysis Services
7 23 (8.36%) Hadoop
8 22 (8.00%) Relational Database
8 22 (8.00%) SAP BW
9 20 (7.27%) OLAP Cube
9 20 (7.27%) SQL Server 2012
10 19 (6.91%) SAP BI
11 16 (5.82%) Big Data
12 15 (5.45%) SAP HANA
13 13 (4.73%) Base SAS
14 12 (4.36%) SQL Server 2008
15 11 (4.00%) Data Mining
15 11 (4.00%) SQL Server 2014
16 9 (3.27%) SQL Server 2005
Development Applications
1 5 (1.82%) SQL Server Management Studio (SSMS)
2 4 (1.45%) Babel
2 4 (1.45%) Eclipse
2 4 (1.45%) JIRA
2 4 (1.45%) Talend Open Studio
2 4 (1.45%) webpack
3 3 (1.09%) Cucumber
3 3 (1.09%) Git (software)
3 3 (1.09%) Jenkins
3 3 (1.09%) RSpec
3 3 (1.09%) Team Foundation Server
3 3 (1.09%) Visual Studio
4 1 (0.36%) Capybara
4 1 (0.36%) PhantomJS
4 1 (0.36%) Selenium
4 1 (0.36%) Toad
General
1 105 (38.18%) Finance
2 32 (11.64%) Marketing
3 30 (10.91%) Retail
4 15 (5.45%) Advertising
5 11 (4.00%) Banking
6 6 (2.18%) Pharmaceutical
7 4 (1.45%) Games
7 4 (1.45%) Local Government
8 3 (1.09%) German Language
8 3 (1.09%) Law
8 3 (1.09%) Manufacturing
9 2 (0.73%) Automotive
9 2 (0.73%) Back Office
9 2 (0.73%) Military
9 2 (0.73%) Telecoms
10 1 (0.36%) Financial Institution
10 1 (0.36%) Legal
10 1 (0.36%) Publishing
Job Titles
1 104 (37.82%) Analyst
2 76 (27.64%) Developer
3 36 (13.09%) Data Analyst
4 32 (11.64%) Consultant
5 30 (10.91%) Business Intelligence Developer
6 29 (10.55%) SQL Analyst
7 24 (8.73%) C# Developer
8 23 (8.36%) SQL Developer
9 20 (7.27%) Excel Analyst
9 20 (7.27%) SQL Data Analyst
10 19 (6.91%) Business Intelligence Analyst
11 18 (6.55%) .NET Developer
12 17 (6.18%) C# .NET Developer
13 16 (5.82%) SAP Consultant
14 14 (5.09%) Business Intelligence Consultant
14 14 (5.09%) SAP BI Consultant
14 14 (5.09%) SAP BW Consultant
15 11 (4.00%) SQL BI Developer
16 10 (3.64%) Data Engineer
17 9 (3.27%) PMO Analyst
Libraries, Frameworks & Software Standards
1 28 (10.18%) .NET
1 28 (10.18%) CSS
1 28 (10.18%) HTML
2 21 (7.64%) ASP.NET
3 17 (6.18%) XML
4 9 (3.27%) jQuery
5 5 (1.82%) REST
5 5 (1.82%) WPF
6 4 (1.45%) Classic ASP
6 4 (1.45%) MDX
6 4 (1.45%) ODBC
7 3 (1.09%) Gherkin
7 3 (1.09%) JSON
7 3 (1.09%) Ruby on Rails
8 2 (0.73%) AngularJS
8 2 (0.73%) Web Services
9 1 (0.36%) ELK Stack
9 1 (0.36%) Middleware
9 1 (0.36%) Regular Expression
9 1 (0.36%) Theano
Miscellaneous
1 81 (29.45%) Analytical Skills
2 44 (16.00%) Visualisation
3 28 (10.18%) Computer Science
4 27 (9.82%) Mathematics
5 15 (5.45%) Statistics
6 13 (4.73%) Credit Risk
7 12 (4.36%) Data Integration
8 11 (4.00%) Management Information System
9 10 (3.64%) Fintech
10 9 (3.27%) Data Conversion
10 9 (3.27%) User Experience
11 7 (2.55%) Physics
12 6 (2.18%) Data Structures
13 5 (1.82%) Algorithms
13 5 (1.82%) Artificial Intelligence
13 5 (1.82%) Biology
13 5 (1.82%) PMI
13 5 (1.82%) Reference Data
13 5 (1.82%) Tandem
14 4 (1.45%) Freedom of Information
Operating Systems
1 10 (3.64%) Unix
1 10 (3.64%) Windows
2 8 (2.91%) Linux
3 6 (2.18%) Windows Server
4 3 (1.09%) Windows 10
4 3 (1.09%) Windows 7
4 3 (1.09%) Windows 8
5 1 (0.36%) AIX
5 1 (0.36%) Red Hat Enterprise Linux
5 1 (0.36%) Windows Server 2008
5 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 112 (40.73%) Business Intelligence
2 69 (25.09%) ETL
3 51 (18.55%) Data Analysis
4 49 (17.82%) Agile Software Development
5 45 (16.36%) Analytics
6 26 (9.45%) Web Development
7 25 (9.09%) Validation
8 23 (8.36%) Mentoring
8 23 (8.36%) Migration
8 23 (8.36%) Web Analytics
9 22 (8.00%) Data Cleansing
9 22 (8.00%) Data Management
10 21 (7.64%) E-Commerce
10 21 (7.64%) Project Management
11 20 (7.27%) User Acceptance Testing
12 19 (6.91%) Data Modelling
12 19 (6.91%) Performance Tuning
13 18 (6.55%) Data Visualisation
14 17 (6.18%) CRM
14 17 (6.18%) ERP
Programming Languages
1 175 (63.64%) SQL
2 66 (24.00%) T-SQL
3 39 (14.18%) C#
4 31 (11.27%) JavaScript
5 21 (7.64%) VBA
6 18 (6.55%) Java
7 12 (4.36%) PL/SQL
7 12 (4.36%) VB
8 11 (4.00%) C++
9 8 (2.91%) VBScript
10 7 (2.55%) Ruby
11 6 (2.18%) PHP
11 6 (2.18%) Scala
12 4 (1.45%) ES6
13 3 (1.09%) C
13 3 (1.09%) Python
13 3 (1.09%) R
14 2 (0.73%) MATLAB
14 2 (0.73%) Perl
14 2 (0.73%) Shell Script
Qualifications
1 41 (14.91%) Degree
2 5 (1.82%) PMI Certification
3 4 (1.45%) PhD
3 4 (1.45%) Security Cleared
4 3 (1.09%) SC Cleared
4 3 (1.09%) Six Sigma Green Belt
5 1 (0.36%) AAT
5 1 (0.36%) ACCA
5 1 (0.36%) CIMA
5 1 (0.36%) ISTQB
5 1 (0.36%) MBA
Quality Assurance & Compliance
1 36 (13.09%) Data Quality
2 16 (5.82%) QA
3 9 (3.27%) Sarbanes-Oxley
4 2 (0.73%) Basel II
4 2 (0.73%) SLA
5 1 (0.36%) HL7
System Software
1 4 (1.45%) Active Directory
2 3 (1.09%) vSphere
3 2 (0.73%) HDFS
4 1 (0.36%) Hyper-V
4 1 (0.36%) Tivoli Workload Scheduler
Systems Management
1 1 (0.36%) EnCase
1 1 (0.36%) FTK
1 1 (0.36%) ITRS Geneos
1 1 (0.36%) SCCM
1 1 (0.36%) Symantec Enterprise Vault
1 1 (0.36%) Tivoli
Vendors
1 55 (20.00%) Microsoft
2 25 (9.09%) Tableau
3 24 (8.73%) Oracle
3 24 (8.73%) SAP
4 9 (3.27%) Adobe
5 8 (2.91%) Google
6 7 (2.55%) Informatica
7 5 (1.82%) MicroStrategy
7 5 (1.82%) Sage
8 4 (1.45%) Talend
9 3 (1.09%) Cognos
9 3 (1.09%) HP
9 3 (1.09%) VMware
10 2 (0.73%) Salesforce.com
10 2 (0.73%) Xerox
11 1 (0.36%) AppDynamics
11 1 (0.36%) Kronos
11 1 (0.36%) Palantir
11 1 (0.36%) Teradata
11 1 (0.36%) Twitter
London
Bestway
Salary: £50,000 DOE plus benefits
Posted: 2 days ago
Farnham, Surrey
HAYS INFORMATION TECHNOLOGY
Salary: £20000 - £28000 per annum + Package
Posted: Yesterday
Wimbledon
Interquest - IQ Tech
Salary: £40000 - £45000 per annum + Benefits
Posted: 4 days ago
London
Montash
Salary: £40000 - £48000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Greywood Associates Limited
Salary: £50000 - £75000 per annum + bens
Posted: 2 days ago
Essex
Montash
Salary: £37000 - £47000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + Bonus and Benefits and Training
Posted: 5 days ago
Slough
Hays Specialist Recruitment
Salary: £30000.00 - £38000.00 per annum + Benefits/shares
Posted: 22 days ago
London
Harrington Starr
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 6 days ago
Central London / West End
The Start Up Loans Company
Salary: From £25,000 to £35,000 per annum
Posted: 23 days ago
Wokingham, Berkshire
V2
Salary: From £30,000 to £45,000 per annum plus uncapped bonus and benefits
Posted: 18 days ago
North London
Sage UK Limited
Salary: + Competitive Benefits
Posted: 24 days ago