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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 722 756 822
Rank change year-on-year
+34 +66
Permanent jobs citing Data Extraction 134 174 139
As % of all permanent IT jobs located in England 0.16% 0.17% 0.13%
As % of the Miscellaneous category 0.39% 0.40% 0.32%
Number of salaries quoted 119 126 122
Median salary £45,000 £42,500 £41,500
Median salary % change year-on-year
+5.88% +2.40%
90% offered a salary of more than £28,500 £28,500 £27,500
10% offered a salary of more than £65,500 £66,868 £60,000
UK excluding London median salary £42,500 £33,500 £37,000
% change year-on-year
+26.86% -9.45%
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
34232 42968 43601
As % of all permanent IT jobs located in England 40.83% 42.75% 40.41%
Number of salaries quoted 28130 34676 35483
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £29,000 £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 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 3 December 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 3 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
London +56 61 £50,000 +7.52% 11
North West -2 24 £45,000 +35.33% 6
South East +62 21 £31,500 -5.97% 3
West Midlands -22 11 £33,500 -19.76% 1
East of England +23 9 £42,500 -5.55% 2
South West +6 5 £39,000 -4.87%
East Midlands +13 2 £36,750 -
Yorkshire -9 1 £50,000 +53.84% 1
Data Extraction
UK

Data Extraction
Top 30 Related IT Skills in England

For the 6 months to 3 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 across the England region with a requirement for Data Extraction.

1 171 (67.32%) SQL
2 96 (37.80%) Finance
3 88 (34.65%) SQL Server
4 85 (33.46%) Business Intelligence
5 72 (28.35%) Analytics
6 68 (26.77%) Data Analysis
7 60 (23.62%) Analytical Skills
8 58 (22.83%) T-SQL
9 54 (21.26%) ETL
10 49 (19.29%) Degree
11 46 (18.11%) Oracle
12 42 (16.54%) Data Warehouse
13 41 (16.14%) SAS
14 39 (15.35%) MS Excel
15 38 (14.96%) SQL Server Integration Services
16 36 (14.17%) Agile Software Development
17 34 (13.39%) Marketing
17 34 (13.39%) Visualisation
17 34 (13.39%) Data Analytics
18 32 (12.60%) Data Quality
18 32 (12.60%) Mathematics
18 32 (12.60%) SQL Server Reporting Services
19 31 (12.20%) Microsoft
20 29 (11.42%) VBA
21 28 (11.02%) C#
21 28 (11.02%) Python
21 28 (11.02%) Big Data
22 27 (10.63%) Windows
23 26 (10.24%) Migration
24 25 (9.84%) Java

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 41 (16.14%) SAS
2 10 (3.94%) Apache Spark
3 4 (1.57%) SharePoint
4 3 (1.18%) Apache Pig
5 2 (0.79%) Confluence
6 1 (0.39%) Apache
6 1 (0.39%) IIS
6 1 (0.39%) MS Exchange
6 1 (0.39%) Mule
6 1 (0.39%) OpenEdge
6 1 (0.39%) Oracle Service Bus
6 1 (0.39%) Tomcat
6 1 (0.39%) WebLogic
6 1 (0.39%) WebSphere
Applications
1 39 (15.35%) MS Excel
2 15 (5.91%) MS PowerPoint
3 14 (5.51%) MS Office
4 7 (2.76%) SPSS
5 6 (2.36%) MS Visio
6 3 (1.18%) InDesign
6 3 (1.18%) MS Project
6 3 (1.18%) Photoshop
7 1 (0.39%) EViews
7 1 (0.39%) Spreadsheet
Business Applications
1 4 (1.57%) Data Workbench
1 4 (1.57%) SAP BPC
2 3 (1.18%) Dynamics CRM
3 2 (0.79%) Dynamics AX
3 2 (0.79%) Dynamics NAV
3 2 (0.79%) Epicor Tropos
3 2 (0.79%) Infor M3
3 2 (0.79%) Infor SunSystems
3 2 (0.79%) Movex
3 2 (0.79%) Sage X3
3 2 (0.79%) Salesforce.com CRM
3 2 (0.79%) SAP Business One
4 1 (0.39%) Oracle EBS
4 1 (0.39%) Oracle Financials
4 1 (0.39%) SAP ERP
Cloud Services
1 4 (1.57%) Amazon AWS
2 3 (1.18%) Adobe Analytics
2 3 (1.18%) AdWords
2 3 (1.18%) Google Analytics
2 3 (1.18%) Google Tag Manager
3 2 (0.79%) Amazon EC2
3 2 (0.79%) Amazon EMR
3 2 (0.79%) Amazon Kinesis
3 2 (0.79%) Amazon S3
4 1 (0.39%) Amazon ELB
4 1 (0.39%) Force.com
4 1 (0.39%) SaaS
Communications & Networking
1 3 (1.18%) Internet
1 3 (1.18%) Intranet
2 2 (0.79%) Firewall
2 2 (0.79%) VoIP
3 1 (0.39%) Cisco ASA
3 1 (0.39%) DHCP
3 1 (0.39%) DNS
3 1 (0.39%) FTP
3 1 (0.39%) LAN
3 1 (0.39%) TCP/IP
3 1 (0.39%) VLAN
3 1 (0.39%) VPN
3 1 (0.39%) WAN
3 1 (0.39%) WebEx
3 1 (0.39%) Wireshark
Database & Business Intelligence
1 88 (34.65%) SQL Server
2 42 (16.54%) Data Warehouse
3 38 (14.96%) SQL Server Integration Services
4 32 (12.60%) SQL Server Reporting Services
5 28 (11.02%) Big Data
6 25 (9.84%) Relational Database
7 24 (9.45%) BusinessObjects
8 23 (9.06%) Hadoop
8 23 (9.06%) QlikView
9 21 (8.27%) SQL Server 2008
10 18 (7.09%) Crystal Reports
10 18 (7.09%) SQL Server Analysis Services
11 15 (5.91%) Base SAS
12 13 (5.12%) SQL Server 2005
13 12 (4.72%) MySQL
13 12 (4.72%) OLAP
14 11 (4.33%) Data Mining
14 11 (4.33%) OLAP Cube
14 11 (4.33%) RDBMS
15 9 (3.54%) Oracle Database
Development Applications
1 17 (6.69%) Talend Open Studio
2 12 (4.72%) JIRA
3 11 (4.33%) Jenkins
4 10 (3.94%) Git (software)
5 8 (3.15%) Cucumber
5 8 (3.15%) RSpec
6 5 (1.97%) Visual Studio
7 3 (1.18%) Babel
7 3 (1.18%) webpack
8 2 (0.79%) Ant
8 2 (0.79%) Capybara
8 2 (0.79%) PhantomJS
8 2 (0.79%) Selenium
9 1 (0.39%) Jasmine
9 1 (0.39%) Mocha
9 1 (0.39%) SQL Server Management Studio (SSMS)
General
1 96 (37.80%) Finance
2 34 (13.39%) Marketing
3 23 (9.06%) Banking
4 21 (8.27%) Retail
5 12 (4.72%) Pharmaceutical
6 4 (1.57%) Advertising
7 3 (1.18%) Legal
7 3 (1.18%) Local Government
7 3 (1.18%) Manufacturing
8 2 (0.79%) Billing
8 2 (0.79%) Danish Language
9 1 (0.39%) Automotive
9 1 (0.39%) Back Office
9 1 (0.39%) Games
9 1 (0.39%) Investment Banking
Job Titles
1 88 (34.65%) Analyst
2 61 (24.02%) Developer
3 43 (16.93%) Data Analyst
4 28 (11.02%) SQL Analyst
5 20 (7.87%) Business Intelligence Analyst
6 19 (7.48%) SQL Data Analyst
7 14 (5.51%) C# Developer
7 14 (5.51%) Consultant
7 14 (5.51%) Junior
7 14 (5.51%) SQL Developer
8 13 (5.12%) Business Intelligence Developer
9 12 (4.72%) Data Engineer
10 11 (4.33%) Insight Analyst
10 11 (4.33%) SSIS Developer
11 10 (3.94%) .NET Developer
11 10 (3.94%) Data Manager
11 10 (3.94%) Excel Analyst
11 10 (3.94%) SAS Analyst
12 9 (3.54%) SAS Credit Risk Analyst
12 9 (3.54%) SAS Risk Analyst
Libraries, Frameworks & Software Standards
1 24 (9.45%) XML
2 22 (8.66%) .NET
3 15 (5.91%) ASP.NET
4 10 (3.94%) Web Services
5 9 (3.54%) HTML
5 9 (3.54%) JSON
6 8 (3.15%) Gherkin
7 6 (2.36%) ODBC
7 6 (2.36%) REST
8 5 (1.97%) WPF
9 4 (1.57%) CSS
9 4 (1.57%) jQuery
9 4 (1.57%) Middleware
9 4 (1.57%) WCF
10 3 (1.18%) MDX
10 3 (1.18%) Redux
10 3 (1.18%) Ruby on Rails
10 3 (1.18%) SOAP
11 2 (0.79%) RESTful
12 1 (0.39%) OAuth
Miscellaneous
1 60 (23.62%) Analytical Skills
2 34 (13.39%) Visualisation
3 32 (12.60%) Mathematics
4 24 (9.45%) Computer Science
5 22 (8.66%) Statistics
6 16 (6.30%) Management Information System
7 13 (5.12%) Credit Risk
8 10 (3.94%) Data Integration
9 9 (3.54%) PMI
9 9 (3.54%) Reference Data
10 7 (2.76%) Economics
10 7 (2.76%) Tandem
10 7 (2.76%) User Experience
11 6 (2.36%) Data Structures
11 6 (2.36%) Life Science
12 5 (1.97%) Data Conversion
13 4 (1.57%) Driving Licence
13 4 (1.57%) Fintech
14 3 (1.18%) Enterprise Software
14 3 (1.18%) iPad
Operating Systems
1 27 (10.63%) Windows
2 13 (5.12%) Linux
3 6 (2.36%) Unix
3 6 (2.36%) Windows Server
4 5 (1.97%) Windows Server 2008
5 4 (1.57%) Windows 7
5 4 (1.57%) Windows 8
6 3 (1.18%) Windows 10
7 1 (0.39%) AIX
7 1 (0.39%) Red Hat Enterprise Linux
Processes & Methodologies
1 85 (33.46%) Business Intelligence
2 72 (28.35%) Analytics
3 68 (26.77%) Data Analysis
4 54 (21.26%) ETL
5 36 (14.17%) Agile Software Development
6 34 (13.39%) Data Analytics
7 26 (10.24%) Migration
8 21 (8.27%) E-Commerce
9 19 (7.48%) Data Cleansing
10 18 (7.09%) Data Management
10 18 (7.09%) Data Modelling
11 17 (6.69%) Data Visualisation
11 17 (6.69%) ERP
11 17 (6.69%) Statistical Analysis
12 16 (6.30%) Data Migration
12 16 (6.30%) Validation
13 15 (5.91%) CRM
13 15 (5.91%) Performance Tuning
14 12 (4.72%) Test Scripting
15 10 (3.94%) Performance Monitoring
Programming Languages
1 171 (67.32%) SQL
2 58 (22.83%) T-SQL
3 29 (11.42%) VBA
4 28 (11.02%) C#
4 28 (11.02%) Python
5 25 (9.84%) Java
5 25 (9.84%) PL/SQL
6 20 (7.87%) R
7 18 (7.09%) Ruby
8 16 (6.30%) PHP
9 13 (5.12%) C++
10 12 (4.72%) JavaScript
10 12 (4.72%) VB
11 8 (3.15%) PowerShell
12 5 (1.97%) MATLAB
12 5 (1.97%) VB.NET
12 5 (1.97%) VBScript
13 4 (1.57%) Perl
13 4 (1.57%) Scala
14 3 (1.18%) Shell Script
Qualifications
1 49 (19.29%) Degree
2 9 (3.54%) PMI Certification
3 7 (2.76%) PhD
4 4 (1.57%) Security Cleared
5 3 (1.18%) SC Cleared
5 3 (1.18%) Six Sigma Green Belt
6 1 (0.39%) ISEB
Quality Assurance & Compliance
1 32 (12.60%) Data Quality
2 16 (6.30%) QA
3 2 (0.79%) HL7
4 1 (0.39%) SDET
System Software
1 4 (1.57%) Active Directory
2 3 (1.18%) vSphere
3 2 (0.79%) Docker
4 1 (0.39%) Gluster
4 1 (0.39%) iptables
4 1 (0.39%) NFS
4 1 (0.39%) Tivoli Workload Scheduler
Systems Management
1 2 (0.79%) Ansible
2 1 (0.39%) HAProxy
2 1 (0.39%) Opscode Chef
2 1 (0.39%) Puppet
2 1 (0.39%) Tivoli
Vendors
1 46 (18.11%) Oracle
2 31 (12.20%) Microsoft
3 23 (9.06%) Tableau
4 17 (6.69%) Talend
5 15 (5.91%) SAP
6 13 (5.12%) Informatica
7 10 (3.94%) Adobe
8 8 (3.15%) VMware
9 7 (2.76%) Salesforce.com
10 6 (2.36%) MuleSoft
11 5 (1.97%) Cognos
11 5 (1.97%) Sage
12 4 (1.57%) Platfora
12 4 (1.57%) Remedy
12 4 (1.57%) TIBCO
13 3 (1.18%) Crazy Egg
13 3 (1.18%) Google
13 3 (1.18%) Optimizely
14 2 (0.79%) IFS
14 2 (0.79%) QAD
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: 9 hours ago
London
ReThink Recruitment
Salary: £70000.00 - £80000.00 per annum + Excellent Bens
Posted: Yesterday
LIVERPOOL
Foresight Solutions
Salary: £0 - £45,000 per year
Posted: 2 days ago
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: Yesterday
Chorley
Foresight Solutions
Salary: £0 - £55,000 per year
Posted: 2 days ago
London
RSSB
Posted: Yesterday
Chester, Cheshire
Hydrogen Group
Posted: Yesterday
Essex
Montash
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: 4 days ago
London
Hays London City Cheapside
Salary: £47000.00 - £50000.00 per annum
Posted: 8 days ago
Leeds
Real Staffing
Salary: £30000 per annum + competitive benefits and bonus
Posted: 26 days ago
Surrey
Stafford-Sharp Associates
Salary: £27000.00 - £33000.00 per annum
Posted: 4 days ago
Manchester
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 22 days ago
South West London
Offer Recruitment
Salary: From £50,000 to £56,000 per annum 25 Holidays, Flexible hours remote w
Posted: 4 days ago
Central London
Savvy Recruitment
Salary: £75,000 - £85,000 per year
Posted: 3 days ago
Manchester, Lancashire
Peninsula
Salary: £30k - 40k per year + Excellent benefits
Posted: 26 days ago
Staffordshire
Edward Carter Solutions
Salary: £55,000 per annum plus excellent benefits
Posted: 24 days ago