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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 738 789 834
Rank change year-on-year
+51 +45
Permanent jobs citing Data Extraction 144 175 144
As % of all permanent IT jobs located in the UK 0.16% 0.17% 0.13%
As % of the Miscellaneous category 0.40% 0.39% 0.31%
Number of salaries quoted 127 126 124
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £27,500 £28,500 £27,500
10% offered a salary of more than £65,000 £65,000 £56,750
UK excluding London median salary £42,500 £35,000 £36,400
% change year-on-year
+21.42% -3.84%

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
36381 45050 45803
As % of all permanent IT jobs located in the UK 40.59% 42.56% 40.34%
Number of salaries quoted 29680 35877 36986
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £29,252 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 10 December 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 10 December 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 +26 134 £45,000 +5.88% 19
London +32 62 £50,000 +7.52% 10
North West -1 26 £45,000 +35.33% 3
South East +55 20 £30,000 -12.40% 2
Manchester +1 18 £45,000 +45.16%
City of London +18 12 £75,000 +87.50% 3
West Midlands -11 11 £42,500 -
East of England +20 8 £42,500 -5.55% 2
Hampshire +5 8 £30,000 -10.44%
Scotland +29 6 £47,500 - 1
Berkshire +56 5 £68,500 +61.17%
Edinburgh +17 5 £50,500 - 1
Essex - 5 £42,500 - 1
Cheshire +16 4 £24,500 -38.75%
South West +7 4 £35,750 -12.80%
Coventry - 4 £30,000 -
Staffordshire - 4 £55,000 -
Beckenham - 4 £42,500 -
Chester - 4 £24,500 -
Bristol +7 3 £39,000 -4.87%
Cardiff +3 3 £21,750 -33.07%
South Wales -2 3 £21,750 -33.07%
Wales -12 3 £21,750 -33.07%
Oxfordshire +38 2 £44,917 +12.29%
Buckinghamshire +14 2 £33,000 -12.58% 1
Milton Keynes +10 2 £33,000 -13.15%
Hertfordshire +7 2 £55,000 +46.66%
East Midlands +3 2 £36,750 -
Merseyside -11 2 £55,000 +48.64% 1
Liverpool -18 2 £55,000 +48.64% 1

Data Extraction
Top 30 Related IT Skills

For the 6 months to 10 December 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 (68.46%) SQL
2 105 (37.63%) Finance
3 96 (34.41%) SQL Server
3 96 (34.41%) Business Intelligence
4 77 (27.60%) Analytics
5 71 (25.45%) Data Analysis
6 62 (22.22%) Analytical Skills
7 59 (21.15%) T-SQL
8 57 (20.43%) ETL
8 57 (20.43%) Degree
9 48 (17.20%) Oracle
10 47 (16.85%) MS Excel
11 45 (16.13%) Data Warehouse
12 43 (15.41%) SAS
13 40 (14.34%) Microsoft
14 39 (13.98%) SQL Server Integration Services
15 37 (13.26%) Data Analytics
16 36 (12.90%) Agile Software Development
17 34 (12.19%) SQL Server Reporting Services
17 34 (12.19%) Windows
17 34 (12.19%) Marketing
17 34 (12.19%) Visualisation
18 33 (11.83%) Data Quality
19 31 (11.11%) Mathematics
19 31 (11.11%) C#
19 31 (11.11%) Python
20 30 (10.75%) Computer Science
20 30 (10.75%) Big Data
21 29 (10.39%) VBA
22 28 (10.04%) XML

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 43 (15.41%) SAS
2 12 (4.30%) Apache Spark
3 4 (1.43%) SharePoint
4 3 (1.08%) Apache Pig
5 2 (0.72%) Confluence
6 1 (0.36%) Apache
6 1 (0.36%) IIS
6 1 (0.36%) MS Exchange
6 1 (0.36%) Mule
6 1 (0.36%) OpenEdge
6 1 (0.36%) Oracle Service Bus
6 1 (0.36%) SAP Portal
6 1 (0.36%) Tomcat
6 1 (0.36%) WebLogic
6 1 (0.36%) WebSphere
Applications
1 47 (16.85%) MS Excel
2 15 (5.38%) MS PowerPoint
3 14 (5.02%) MS Office
4 7 (2.51%) MS Visio
4 7 (2.51%) SPSS
5 4 (1.43%) MS Project
6 3 (1.08%) InDesign
6 3 (1.08%) Photoshop
7 1 (0.36%) EViews
Business Applications
1 6 (2.15%) SAP BPC
2 4 (1.43%) Data Workbench
3 3 (1.08%) Dynamics CRM
4 2 (0.72%) Dynamics AX
4 2 (0.72%) Dynamics NAV
4 2 (0.72%) Epicor Tropos
4 2 (0.72%) Infor M3
4 2 (0.72%) Infor SunSystems
4 2 (0.72%) Movex
4 2 (0.72%) Sage X3
4 2 (0.72%) Salesforce.com CRM
4 2 (0.72%) SAP Business One
5 1 (0.36%) Oracle EBS
5 1 (0.36%) Oracle Financials
5 1 (0.36%) SAP ERP
Cloud Services
1 7 (2.51%) Amazon AWS
2 3 (1.08%) Adobe Analytics
2 3 (1.08%) AdWords
2 3 (1.08%) Amazon EC2
2 3 (1.08%) Amazon EMR
2 3 (1.08%) Amazon Kinesis
2 3 (1.08%) Amazon S3
2 3 (1.08%) Google Analytics
2 3 (1.08%) Google Tag Manager
3 1 (0.36%) Amazon ELB
3 1 (0.36%) Force.com
3 1 (0.36%) SaaS
Communications & Networking
1 3 (1.08%) Internet
1 3 (1.08%) Intranet
2 2 (0.72%) Firewall
2 2 (0.72%) VoIP
3 1 (0.36%) Cisco ASA
3 1 (0.36%) DHCP
3 1 (0.36%) DNS
3 1 (0.36%) FTP
3 1 (0.36%) LAN
3 1 (0.36%) TCP/IP
3 1 (0.36%) VLAN
3 1 (0.36%) VPN
3 1 (0.36%) WAN
3 1 (0.36%) WebEx
3 1 (0.36%) Wireshark
Database & Business Intelligence
1 96 (34.41%) SQL Server
2 45 (16.13%) Data Warehouse
3 39 (13.98%) SQL Server Integration Services
4 34 (12.19%) SQL Server Reporting Services
5 30 (10.75%) Big Data
6 28 (10.04%) Relational Database
7 25 (8.96%) BusinessObjects
8 24 (8.60%) Hadoop
8 24 (8.60%) QlikView
8 24 (8.60%) SQL Server 2008
9 19 (6.81%) Crystal Reports
10 18 (6.45%) MySQL
10 18 (6.45%) SQL Server Analysis Services
11 15 (5.38%) Base SAS
12 14 (5.02%) SQL Server 2005
13 12 (4.30%) OLAP
13 12 (4.30%) RDBMS
14 11 (3.94%) Data Mining
14 11 (3.94%) OLAP Cube
14 11 (3.94%) Oracle Reports
Development Applications
1 17 (6.09%) Talend Open Studio
2 12 (4.30%) JIRA
3 11 (3.94%) Jenkins
4 10 (3.58%) Git (software)
5 8 (2.87%) Cucumber
5 8 (2.87%) RSpec
6 6 (2.15%) Visual Studio
7 2 (0.72%) Ant
7 2 (0.72%) Babel
7 2 (0.72%) Capybara
7 2 (0.72%) PhantomJS
7 2 (0.72%) Selenium
7 2 (0.72%) webpack
8 1 (0.36%) Jasmine
8 1 (0.36%) Mocha
8 1 (0.36%) SQL Server Management Studio (SSMS)
8 1 (0.36%) Subversion
8 1 (0.36%) TeamCity
General
1 105 (37.63%) Finance
2 34 (12.19%) Marketing
3 23 (8.24%) Banking
4 20 (7.17%) Retail
5 12 (4.30%) Pharmaceutical
6 5 (1.79%) Manufacturing
7 4 (1.43%) Advertising
8 3 (1.08%) Legal
9 2 (0.72%) Automotive
9 2 (0.72%) Billing
9 2 (0.72%) Danish Language
9 2 (0.72%) Local Government
10 1 (0.36%) Back Office
10 1 (0.36%) Games
10 1 (0.36%) Investment Banking
10 1 (0.36%) Publishing
Job Titles
1 90 (32.26%) Analyst
2 68 (24.37%) Developer
3 45 (16.13%) Data Analyst
4 28 (10.04%) SQL Analyst
5 20 (7.17%) SQL Data Analyst
6 19 (6.81%) Business Intelligence Analyst
6 19 (6.81%) SQL Developer
7 17 (6.09%) C# Developer
8 15 (5.38%) Consultant
9 14 (5.02%) Junior
10 13 (4.66%) Business Intelligence Developer
10 13 (4.66%) Data Engineer
10 13 (4.66%) Support Engineer
11 12 (4.30%) .NET Developer
12 11 (3.94%) Data Manager
12 11 (3.94%) SSIS Developer
13 10 (3.58%) Analytics Manager
13 10 (3.58%) Insight Analyst
13 10 (3.58%) Senior Analyst
14 9 (3.23%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 28 (10.04%) XML
2 27 (9.68%) .NET
3 15 (5.38%) ASP.NET
4 13 (4.66%) Web Services
5 9 (3.23%) JSON
6 8 (2.87%) Gherkin
6 8 (2.87%) HTML
6 8 (2.87%) ODBC
7 5 (1.79%) REST
7 5 (1.79%) WCF
7 5 (1.79%) WPF
8 4 (1.43%) jQuery
8 4 (1.43%) Middleware
9 3 (1.08%) MDX
9 3 (1.08%) Ruby on Rails
9 3 (1.08%) SOAP
10 2 (0.72%) COM
10 2 (0.72%) CSS
10 2 (0.72%) Redux
10 2 (0.72%) RESTful
Miscellaneous
1 62 (22.22%) Analytical Skills
2 34 (12.19%) Visualisation
3 31 (11.11%) Mathematics
4 30 (10.75%) Computer Science
5 21 (7.53%) Statistics
6 17 (6.09%) Management Information System
7 12 (4.30%) Credit Risk
8 10 (3.58%) Data Integration
9 8 (2.87%) PMI
9 8 (2.87%) Reference Data
10 7 (2.51%) Economics
11 6 (2.15%) Data Structures
11 6 (2.15%) Life Science
11 6 (2.15%) Tandem
11 6 (2.15%) User Experience
12 5 (1.79%) Data Conversion
13 4 (1.43%) Driving Licence
14 3 (1.08%) Enterprise Software
14 3 (1.08%) Fintech
14 3 (1.08%) iPad
Operating Systems
1 34 (12.19%) Windows
2 16 (5.73%) Linux
3 11 (3.94%) Unix
4 6 (2.15%) Windows Server
5 5 (1.79%) Windows Server 2008
6 4 (1.43%) Windows 7
6 4 (1.43%) Windows 8
7 3 (1.08%) Windows 10
8 1 (0.36%) AIX
8 1 (0.36%) Red Hat Enterprise Linux
Processes & Methodologies
1 96 (34.41%) Business Intelligence
2 77 (27.60%) Analytics
3 71 (25.45%) Data Analysis
4 57 (20.43%) ETL
5 37 (13.26%) Data Analytics
6 36 (12.90%) Agile Software Development
7 26 (9.32%) Migration
8 21 (7.53%) Data Cleansing
9 20 (7.17%) Data Modelling
9 20 (7.17%) E-Commerce
10 19 (6.81%) CRM
10 19 (6.81%) Data Management
11 17 (6.09%) Data Visualisation
11 17 (6.09%) ERP
11 17 (6.09%) Statistical Analysis
12 16 (5.73%) Data Migration
12 16 (5.73%) Validation
13 15 (5.38%) Performance Tuning
14 12 (4.30%) Performance Monitoring
14 12 (4.30%) Test Scripting
Programming Languages
1 191 (68.46%) SQL
2 59 (21.15%) T-SQL
3 31 (11.11%) C#
3 31 (11.11%) Python
4 29 (10.39%) VBA
5 25 (8.96%) Java
5 25 (8.96%) PL/SQL
6 21 (7.53%) R
7 18 (6.45%) Ruby
8 16 (5.73%) PHP
9 13 (4.66%) C++
10 11 (3.94%) VB
11 10 (3.58%) JavaScript
12 9 (3.23%) PowerShell
13 5 (1.79%) MATLAB
13 5 (1.79%) Scala
13 5 (1.79%) VB.NET
13 5 (1.79%) VBScript
14 4 (1.43%) Perl
15 3 (1.08%) Shell Script
Qualifications
1 57 (20.43%) Degree
2 8 (2.87%) PMI Certification
3 7 (2.51%) PhD
4 3 (1.08%) Security Cleared
4 3 (1.08%) Six Sigma Green Belt
5 2 (0.72%) SC Cleared
6 1 (0.36%) ISEB
Quality Assurance & Compliance
1 33 (11.83%) Data Quality
2 16 (5.73%) QA
3 2 (0.72%) HL7
4 1 (0.36%) SDET
System Software
1 4 (1.43%) Active Directory
2 3 (1.08%) Docker
2 3 (1.08%) vSphere
3 1 (0.36%) Gluster
3 1 (0.36%) iptables
3 1 (0.36%) NFS
3 1 (0.36%) Tivoli Workload Scheduler
Systems Management
1 3 (1.08%) Ansible
2 1 (0.36%) HAProxy
2 1 (0.36%) Opscode Chef
2 1 (0.36%) Puppet
2 1 (0.36%) Tivoli
Vendors
1 48 (17.20%) Oracle
2 40 (14.34%) Microsoft
3 25 (8.96%) Tableau
4 17 (6.09%) SAP
4 17 (6.09%) Talend
5 13 (4.66%) Informatica
6 10 (3.58%) Adobe
7 8 (2.87%) Salesforce.com
7 8 (2.87%) VMware
8 6 (2.15%) MuleSoft
9 5 (1.79%) Cognos
9 5 (1.79%) Sage
10 4 (1.43%) Platfora
10 4 (1.43%) Remedy
10 4 (1.43%) TIBCO
11 3 (1.08%) Crazy Egg
11 3 (1.08%) Google
11 3 (1.08%) MicroStrategy
11 3 (1.08%) Optimizely
12 2 (0.72%) Teradata
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: 2 days ago
Surrey
Mason Frank International
Salary: £40000 per annum
Posted: Yesterday
Marlow, Buckinghamshire
Dun & Bradstreet Global Careers
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 3 days ago
LIVERPOOL
Foresight Solutions
Salary: £0 - £45,000 per year
Posted: 10 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £35000 - £55000 per annum
Posted: 8 days ago
Chorley
Foresight Solutions
Salary: £0 - £55,000 per year
Posted: 10 days ago
Leeds, Yorkshire
Comvergent Limited
Salary: BENS
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 5 days ago
East London
RICHARD WHEELER ASSOCIATES
Salary: From £60,000 to £75,000 per annum + Share options
Posted: 3 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 18 days ago
London
Hays London City Cheapside
Salary: £47000.00 - £50000.00 per annum
Posted: 15 days ago
Essex
Montash Limited
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 20 days ago
Central London
Savvy Recruitment
Salary: £75,000 - £85,000 per year
Posted: 11 days ago
Tyne and Wear
Channel 3 Consulting Ltd
Salary: £18000 - £21000 per annum
Posted: Yesterday