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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Extraction
Rank 783 737 778
Rank change year-on-year
-46 +41
Permanent jobs citing Data Extraction 129 219 215
As % of all permanent IT jobs located in the UK 0.13% 0.20% 0.18%
As % of the Miscellaneous category 0.32% 0.48% 0.46%
Number of salaries quoted 117 175 179
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £29,300 £28,987 £27,500
10% offered a salary of more than £55,000 £67,500 £65,000
UK excluding London median salary £37,500 £35,000 £32,500
% change year-on-year
+7.14% +7.69%

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
40297 46068 47009
As % of all permanent IT jobs located in the UK 41.19% 42.09% 40.10%
Number of salaries quoted 32977 36848 36639
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 £28,000 £28,000
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

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 26 August 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 26 August 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 -43 119 £37,500 -16.66% 17
London -25 52 £49,250 -10.45% 8
South East +14 25 £33,500 -16.25% 1
East of England +28 13 £45,000 +80.00% 2
North West +16 10 £35,000 -12.50% 1
Buckinghamshire +28 9 £33,000 -5.71%
Berkshire +1 9 £37,500 -6.25% 1
Hertfordshire +20 8 £45,000 +80.00% 2
Wokingham - 7 £37,500 - 1
Milton Keynes - 7 £33,000 -
South West +6 6 £32,500 -18.75%
Manchester +5 6 £38,750 -3.12% 1
Surrey +29 5 £24,500 -24.03%
Bristol +10 5 £32,500 -18.75%
East Midlands +7 5 £31,656 -29.65% 1
Stevenage - 5 £45,000 -
City of London +22 4 £51,750 -10.00% 2
West Midlands -13 4 £37,500 +15.38% 2
Beckenham - 4 £42,500 - 2
Farnham - 4 £24,500 -
Watford +23 3 £60,000 +140.00%
Scotland +9 3 £50,500 +30.32%
Edinburgh - 3 £50,500 -
Yorkshire +27 2 £28,500 -18.57% 2
West Yorkshire +18 2 £28,500 +3.63% 2
Nottinghamshire +11 2 £31,656 - 1
Nottingham +8 2 £31,656 - 1
Wales -1 2 £50,000 +53.84%
Birmingham -13 2 £33,750 - 1
West Wales - 2 £50,000 -

Data Extraction
Top 30 Related IT Skills

For the 6 months to 26 August 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.

1 178 (67.17%) SQL
2 113 (42.64%) Business Intelligence
3 105 (39.62%) Finance
4 88 (33.21%) SQL Server
5 73 (27.55%) Analytical Skills
6 71 (26.79%) ETL
7 63 (23.77%) T-SQL
8 54 (20.38%) Microsoft
9 52 (19.62%) Agile Software Development
9 52 (19.62%) Data Analysis
10 51 (19.25%) MS Excel
11 45 (16.98%) Analytics
12 44 (16.60%) SQL Server Integration Services
12 44 (16.60%) Degree
13 42 (15.85%) Data Warehouse
14 41 (15.47%) C#
14 41 (15.47%) SQL Server Reporting Services
15 36 (13.58%) .NET
15 36 (13.58%) Data Quality
16 32 (12.08%) Oracle
16 32 (12.08%) Visualisation
17 30 (11.32%) JavaScript
18 29 (10.94%) Marketing
19 28 (10.57%) XML
20 27 (10.19%) SAS
21 26 (9.81%) BusinessObjects
22 25 (9.43%) ASP.NET
22 25 (9.43%) OLAP
22 25 (9.43%) Retail
22 25 (9.43%) SQL Server Analysis Services

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 27 (10.19%) SAS
2 5 (1.89%) SharePoint
3 2 (0.75%) Confluence
3 2 (0.75%) IIS
4 1 (0.38%) Apache
4 1 (0.38%) Apache Solr
4 1 (0.38%) Apache Spark
4 1 (0.38%) CMS
4 1 (0.38%) IBM HTTP Server
4 1 (0.38%) MS Exchange
4 1 (0.38%) NetWeaver
4 1 (0.38%) Tomcat
Applications
1 51 (19.25%) MS Excel
2 18 (6.79%) MS PowerPoint
3 9 (3.40%) MS Office
4 6 (2.26%) Spreadsheet
5 3 (1.13%) InDesign
5 3 (1.13%) Photoshop
6 1 (0.38%) Mathcad
6 1 (0.38%) MS Project
6 1 (0.38%) MS Visio
6 1 (0.38%) SPSS
Business Applications
1 9 (3.40%) SAP BPC
2 4 (1.51%) Oracle Financials
3 3 (1.13%) Dynamics CRM
4 2 (0.75%) Sage X3
4 2 (0.75%) WebTrends
5 1 (0.38%) Dynamics AX
5 1 (0.38%) Dynamics NAV
5 1 (0.38%) Epicor Tropos
5 1 (0.38%) Infor M3
5 1 (0.38%) Infor SunSystems
5 1 (0.38%) Movex
5 1 (0.38%) Oracle EBS
5 1 (0.38%) Salesforce.com CRM
5 1 (0.38%) SAP APO
5 1 (0.38%) SAP Business One
5 1 (0.38%) SAP ERP
Cloud Services
1 6 (2.26%) Adobe Analytics
2 4 (1.51%) Google Analytics
2 4 (1.51%) Google Tag Manager
3 3 (1.13%) AdWords
4 2 (0.75%) SaaS
5 1 (0.38%) Amazon AWS
5 1 (0.38%) Amazon ELB
5 1 (0.38%) Force.com
5 1 (0.38%) IBM Cloud
Communications & Networking
1 8 (3.02%) Internet
2 5 (1.89%) Firewall
3 3 (1.13%) DHCP
3 3 (1.13%) DNS
3 3 (1.13%) LAN
3 3 (1.13%) TCP/IP
3 3 (1.13%) VLAN
3 3 (1.13%) VPN
3 3 (1.13%) WAN
4 2 (0.75%) Intranet
4 2 (0.75%) VoIP
5 1 (0.38%) Cisco ASA
5 1 (0.38%) FTP
5 1 (0.38%) WebEx
5 1 (0.38%) Wireshark
Database & Business Intelligence
1 88 (33.21%) SQL Server
2 44 (16.60%) SQL Server Integration Services
3 42 (15.85%) Data Warehouse
4 41 (15.47%) SQL Server Reporting Services
5 26 (9.81%) BusinessObjects
6 25 (9.43%) OLAP
6 25 (9.43%) SQL Server Analysis Services
7 22 (8.30%) SAP BW
8 19 (7.17%) OLAP Cube
8 19 (7.17%) Relational Database
8 19 (7.17%) SAP BI
8 19 (7.17%) SQL Server 2012
9 15 (5.66%) Big Data
9 15 (5.66%) Hadoop
9 15 (5.66%) SAP HANA
10 14 (5.28%) MySQL
11 11 (4.15%) SQL Server 2008
11 11 (4.15%) SQL Server 2014
12 10 (3.77%) Base SAS
12 10 (3.77%) Data Mining
Development Applications
1 9 (3.40%) JIRA
2 8 (3.02%) Jenkins
2 8 (3.02%) Talend Open Studio
3 7 (2.64%) Git (software)
4 6 (2.26%) Cucumber
4 6 (2.26%) RSpec
5 5 (1.89%) SQL Server Management Studio (SSMS)
5 5 (1.89%) Visual Studio
6 4 (1.51%) Babel
6 4 (1.51%) Eclipse
6 4 (1.51%) webpack
7 2 (0.75%) Capybara
7 2 (0.75%) PhantomJS
7 2 (0.75%) Selenium
7 2 (0.75%) Team Foundation Server
8 1 (0.38%) Ant
8 1 (0.38%) Jasmine
8 1 (0.38%) Mocha
8 1 (0.38%) Toad
General
1 105 (39.62%) Finance
2 29 (10.94%) Marketing
3 25 (9.43%) Retail
4 12 (4.53%) Banking
5 8 (3.02%) Advertising
6 5 (1.89%) Pharmaceutical
7 4 (1.51%) Games
7 4 (1.51%) Local Government
7 4 (1.51%) Manufacturing
8 3 (1.13%) Back Office
9 2 (0.75%) Automotive
9 2 (0.75%) Military
10 1 (0.38%) Billing
10 1 (0.38%) Law
10 1 (0.38%) Publishing
Job Titles
1 105 (39.62%) Analyst
2 82 (30.94%) Developer
3 33 (12.45%) Data Analyst
4 30 (11.32%) C# Developer
5 29 (10.94%) Consultant
6 28 (10.57%) SQL Developer
7 27 (10.19%) Business Intelligence Developer
7 27 (10.19%) SQL Analyst
8 23 (8.68%) .NET Developer
8 23 (8.68%) Business Intelligence Analyst
9 21 (7.92%) C# .NET Developer
10 17 (6.42%) Excel Analyst
10 17 (6.42%) SQL Data Analyst
11 16 (6.04%) SAP Consultant
12 14 (5.28%) Business Intelligence Consultant
12 14 (5.28%) SAP BI Consultant
12 14 (5.28%) SAP BW Consultant
13 12 (4.53%) Senior Analyst
14 11 (4.15%) Junior
15 9 (3.40%) Risk Analyst
Libraries, Frameworks & Software Standards
1 36 (13.58%) .NET
2 28 (10.57%) XML
3 25 (9.43%) ASP.NET
4 23 (8.68%) HTML
5 21 (7.92%) CSS
6 6 (2.26%) Gherkin
6 6 (2.26%) JSON
6 6 (2.26%) ODBC
6 6 (2.26%) REST
7 5 (1.89%) jQuery
7 5 (1.89%) Web Services
8 4 (1.51%) Classic ASP
9 3 (1.13%) MDX
9 3 (1.13%) Ruby on Rails
9 3 (1.13%) WPF
10 2 (0.75%) AngularJS
10 2 (0.75%) Middleware
11 1 (0.38%) COM
11 1 (0.38%) J2EE
11 1 (0.38%) JMS
Miscellaneous
1 73 (27.55%) Analytical Skills
2 32 (12.08%) Visualisation
3 23 (8.68%) Mathematics
4 20 (7.55%) Computer Science
5 16 (6.04%) Statistics
6 12 (4.53%) Credit Risk
7 11 (4.15%) Management Information System
8 10 (3.77%) User Experience
9 9 (3.40%) Fintech
10 8 (3.02%) Data Conversion
10 8 (3.02%) Data Integration
10 8 (3.02%) Tandem
11 7 (2.64%) Data Structures
11 7 (2.64%) PMI
11 7 (2.64%) Reference Data
12 5 (1.89%) Physics
13 4 (1.51%) Freedom of Information
14 3 (1.13%) Algorithms
14 3 (1.13%) Artificial Intelligence
14 3 (1.13%) Biology
Operating Systems
1 16 (6.04%) Windows
2 12 (4.53%) Unix
3 8 (3.02%) Linux
4 5 (1.89%) Windows Server
5 3 (1.13%) Windows 10
5 3 (1.13%) Windows 7
5 3 (1.13%) Windows 8
6 1 (0.38%) AIX
6 1 (0.38%) Red Hat Enterprise Linux
6 1 (0.38%) Windows Server 2008
Processes & Methodologies
1 113 (42.64%) Business Intelligence
2 71 (26.79%) ETL
3 52 (19.62%) Agile Software Development
3 52 (19.62%) Data Analysis
4 45 (16.98%) Analytics
5 24 (9.06%) Validation
6 23 (8.68%) Data Cleansing
7 22 (8.30%) Web Development
8 20 (7.55%) E-Commerce
8 20 (7.55%) Mentoring
8 20 (7.55%) Migration
8 20 (7.55%) Project Management
9 18 (6.79%) Data Analytics
9 18 (6.79%) Data Modelling
9 18 (6.79%) Performance Tuning
10 17 (6.42%) Data Visualisation
10 17 (6.42%) User Acceptance Testing
10 17 (6.42%) Web Analytics
11 16 (6.04%) ERP
12 15 (5.66%) CRM
Programming Languages
1 178 (67.17%) SQL
2 63 (23.77%) T-SQL
3 41 (15.47%) C#
4 30 (11.32%) JavaScript
5 18 (6.79%) VBA
6 13 (4.91%) Java
7 12 (4.53%) PL/SQL
7 12 (4.53%) Ruby
7 12 (4.53%) VB
8 9 (3.40%) C++
9 7 (2.64%) PHP
9 7 (2.64%) VBScript
10 4 (1.51%) ES6
10 4 (1.51%) Python
10 4 (1.51%) R
11 3 (1.13%) MATLAB
11 3 (1.13%) VB.NET
12 2 (0.75%) C
12 2 (0.75%) Data Analysis Expressions (DAX)
12 2 (0.75%) Perl
Qualifications
1 44 (16.60%) Degree
2 7 (2.64%) PMI Certification
3 4 (1.51%) Security Cleared
4 3 (1.13%) PhD
4 3 (1.13%) SC Cleared
4 3 (1.13%) Six Sigma Green Belt
5 1 (0.38%) ISTQB
Quality Assurance & Compliance
1 36 (13.58%) Data Quality
2 12 (4.53%) QA
3 8 (3.02%) Sarbanes-Oxley
4 2 (0.75%) SLA
5 1 (0.38%) HL7
System Software
1 3 (1.13%) Active Directory
1 3 (1.13%) vSphere
2 2 (0.75%) HDFS
3 1 (0.38%) Gluster
3 1 (0.38%) iptables
3 1 (0.38%) NFS
3 1 (0.38%) Tivoli Workload Scheduler
Systems Management
1 1 (0.38%) EnCase
1 1 (0.38%) FTK
1 1 (0.38%) HAProxy
1 1 (0.38%) ITRS Geneos
1 1 (0.38%) Opscode Chef
1 1 (0.38%) Puppet
1 1 (0.38%) Tivoli
Vendors
1 54 (20.38%) Microsoft
2 32 (12.08%) Oracle
3 25 (9.43%) Tableau
4 24 (9.06%) SAP
5 12 (4.53%) Informatica
6 9 (3.40%) Adobe
7 8 (3.02%) Talend
8 6 (2.26%) Salesforce.com
9 5 (1.89%) Sage
10 4 (1.51%) Cognos
10 4 (1.51%) Google
10 4 (1.51%) MicroStrategy
10 4 (1.51%) VMware
11 3 (1.13%) Crazy Egg
11 3 (1.13%) Optimizely
12 2 (0.75%) HP
12 2 (0.75%) IBM
12 2 (0.75%) Xerox
13 1 (0.38%) Cisco
13 1 (0.38%) Cognizant
London
Ampersand Consulting
Salary: £35000 - £60000 per annum + Benefits
Posted: 14 hours ago
London
Churchill Frank International
Salary: £40000 - £60000 per annum
Posted: 21 hours ago
Bradford, West Yorkshire
Keystream Resources Limited
Salary: £29,333 per annum Band 6
Posted: 4 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
Hertfordshire
Lorien Resourcing
Salary: £24000 - £27000 per annum + Benefits
Posted: 3 days ago
Welwyn Garden City
Recruitment Genius Ltd
Salary: £24000 - £27000 per annum
Posted: 3 days ago
Birmingham, West Midlands (County)
Lorien Resourcing
Salary: £55000 - £65000 per annum + Car Allow + Bonus + Benefits
Posted: 4 days ago
Wakefield
Hays Specialist Recruitment
Salary: £25000.00 - £32000.00 per annum
Posted: 11 days ago
Nottingham
Nottingham Trent University
Salary: 31656
Posted: 14 days ago
Beckenham
aap3
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 15 days ago
Beckenham
Ampersand Consulting
Salary: £40000 - £45000 per annum + Benefits
Posted: 15 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £70000 - £75000 per annum + bonus + benefits
Posted: 8 days ago
Wokingham, Berkshire
V2
Salary: From £30,000 to £45,000 per annum plus uncapped bonus and benefits
Posted: 16 days ago
North London
Sage UK Limited
Salary: + Competitive Benefits
Posted: 23 days ago