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 average salaries offered in IT jobs that have cited Data Extraction over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Extraction
Rank 772 788 778
Rank change year-on-year
+16 -10
Permanent jobs citing Data Extraction 163 149 159
As % of all permanent IT jobs located in the UK 0.16% 0.14% 0.15%
As % of the Miscellaneous category 0.38% 0.35% 0.37%
Number of salaries quoted 126 125 133
Average salary £42,500 £42,500 £47,500
Average salary % change year-on-year
- -10.52%
90% offered a salary of more than £30,375 £27,086 £32,500
10% offered a salary of more than £65,000 £60,000 £73,250
UK excluding London average salary £35,000 £36,000 £45,000
% change year-on-year
-2.77% -20.00%

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
43044 42819 42980
As % of all permanent IT jobs located in the UK 42.50% 40.22% 40.84%
Number of salaries quoted 34487 34634 33452
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Extraction
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Data Extraction within the UK as a proportion of the total demand within 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 12 February 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 average salaries quoted in IT jobs citing Data Extraction within the UK over the 3 months to 12 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +27 151 £42,500 - 23
London +21 74 £47,500 -5.00% 13
South East +11 34 £38,000 +8.57% 6
Yorkshire +16 17 £34,000 -
Berkshire +2 16 £40,000 +23.07% 1
West Midlands -2 14 £47,032 +43.52%
Reading - 13 £40,000 -
Milton Keynes - 12 £35,500 - 1
Buckinghamshire - 12 £35,500 - 1
City of London +51 11 £41,500 -19.02% 5
West Yorkshire 0 10 £35,000 +2.94%
Leeds +9 9 - -
North West +29 8 £31,500 +5.00% 1
Manchester +23 8 £31,500 +5.00%
North Yorkshire +19 7 £34,000 -9.93%
Harrogate +18 7 £34,000 +3.03%
Scotland +7 7 £35,000 -27.08% 1
Edinburgh - 7 £35,000 - 1
Birmingham - 5 £47,032 -
Surrey -6 4 £26,750 -2.72% 3
Warwick - 4 - -
Lewisham - 4 £46,500 -
Warwickshire - 4 - -
Slough -1 3 £27,500 -15.38%
South Wales +8 2 £31,500 -
Wales +6 2 £31,500 -
Hertfordshire -2 2 £50,000 +33.33% 1
Cardiff -3 2 £31,500 -
Farnham -15 2 £23,500 - 2
East of England -21 2 £50,000 +5.26% 1

Data Extraction
Top 30 Related IT Skills

For the 6 months to 12 February 2016, IT jobs within the UK citing Data Extraction also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Extraction.

1 277 (77.37%) SQL
2 140 (39.11%) SQL Server
3 118 (32.96%) Finance
4 110 (30.73%) Analytical Skills
5 105 (29.33%) Business Intelligence
6 93 (25.98%) ETL
7 90 (25.14%) Data Warehouse
8 78 (21.79%) SQL Server Reporting Services
9 76 (21.23%) Data Analysis
10 73 (20.39%) Degree
11 72 (20.11%) MS Excel
12 70 (19.55%) Analytics
13 67 (18.72%) Microsoft
14 62 (17.32%) T-SQL
15 61 (17.04%) SQL Server Integration Services
16 59 (16.48%) Management Information System
17 52 (14.53%) Migration
17 52 (14.53%) Data Modelling
18 50 (13.97%) SAS
18 50 (13.97%) Computer Science
19 44 (12.29%) Data Management
20 42 (11.73%) .NET
21 40 (11.17%) SQL Server Analysis Services
22 39 (10.89%) Oracle
23 37 (10.34%) Data Migration
23 37 (10.34%) Relational Database
24 36 (10.06%) Tableau
24 36 (10.06%) XML
24 36 (10.06%) Windows
24 36 (10.06%) Software Engineering

Data Extraction
Top Related IT Skills by Category

For the 6 months to 12 February 2016, IT jobs within the UK citing Data Extraction also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Extraction. Up to 20 skills are shown per category.

Application Platforms
1 50 (13.97%) SAS
2 19 (5.31%) SharePoint
3 8 (2.23%) SharePoint 2013
4 5 (1.40%) Apache Spark
5 1 (0.28%) Apache Solr
5 1 (0.28%) IIS
Applications
1 72 (20.11%) MS Excel
2 17 (4.75%) MS Office
3 10 (2.79%) MS PowerPoint
4 7 (1.96%) SPSS
5 1 (0.28%) MS Visio
Business Applications
1 9 (2.51%) Dynamics AX
2 7 (1.96%) Remedy ITSM
3 4 (1.12%) Cognos Business Intelligence
4 3 (0.84%) SAP CRM
4 3 (0.84%) SAP FI
4 3 (0.84%) SAP HR
4 3 (0.84%) SAP SRM
5 2 (0.56%) Radian6
Cloud Services
1 10 (2.79%) Google Analytics
2 7 (1.96%) Adobe Analytics
3 6 (1.68%) Google Tag Manager
4 1 (0.28%) Amazon AWS
Communications & Networking
1 12 (3.35%) TCP/IP
2 2 (0.56%) Internet
2 2 (0.56%) WebEx
Database & Business Intelligence
1 140 (39.11%) SQL Server
2 90 (25.14%) Data Warehouse
3 78 (21.79%) SQL Server Reporting Services
4 61 (17.04%) SQL Server Integration Services
5 40 (11.17%) SQL Server Analysis Services
6 37 (10.34%) Relational Database
7 25 (6.98%) SQL Server 2012
8 23 (6.42%) Hadoop
9 22 (6.15%) BusinessObjects
10 21 (5.87%) Data Mining
11 20 (5.59%) Big Data
11 20 (5.59%) SQL Server 2008
12 17 (4.75%) Crystal Reports
12 17 (4.75%) OLAP
13 15 (4.19%) OLAP Cube
14 14 (3.91%) QlikView
15 10 (2.79%) MS Access
15 10 (2.79%) Oracle Database
15 10 (2.79%) Oracle Reports
15 10 (2.79%) RDBMS
Development Applications
1 19 (5.31%) Talend Open Studio
2 11 (3.07%) Visual Studio
3 9 (2.51%) Team Foundation Server
4 8 (2.23%) PowerDesigner
5 6 (1.68%) DBeaver
6 2 (0.56%) ERwin
General
1 118 (32.96%) Finance
2 33 (9.22%) Retail
3 25 (6.98%) Banking
3 25 (6.98%) Marketing
4 11 (3.07%) Legal
4 11 (3.07%) Local Government
5 9 (2.51%) Law
6 8 (2.23%) Pharmaceutical
6 8 (2.23%) Publishing
7 6 (1.68%) Advertising
7 6 (1.68%) German Language
7 6 (1.68%) Telecoms
8 5 (1.40%) Financial Institution
8 5 (1.40%) Games
8 5 (1.40%) Investment Banking
9 4 (1.12%) Front Office
9 4 (1.12%) Retail Banking
10 3 (0.84%) Back Office
11 2 (0.56%) Dutch Language
11 2 (0.56%) International Banking
Job Titles
1 126 (35.20%) Analyst
2 107 (29.89%) Developer
3 54 (15.08%) SQL Developer
4 48 (13.41%) Data Analyst
5 33 (9.22%) SQL Analyst
6 31 (8.66%) Business Intelligence Developer
7 22 (6.15%) SQL Data Analyst
8 18 (5.03%) Data Warehouse Developer
8 18 (5.03%) Senior Analyst
9 17 (4.75%) DBA
9 17 (4.75%) Software Developer
10 16 (4.47%) Architect
10 16 (4.47%) SQL DBA
11 15 (4.19%) Content Manager
11 15 (4.19%) Excel Analyst
12 14 (3.91%) Support Analyst
13 13 (3.63%) Administrator
13 13 (3.63%) Business Developer
13 13 (3.63%) C# Developer
13 13 (3.63%) Data Architect
Libraries, Frameworks & Software Standards
1 42 (11.73%) .NET
2 36 (10.06%) XML
3 16 (4.47%) AngularJS
3 16 (4.47%) GWT
3 16 (4.47%) XSLT
4 14 (3.91%) ASP.NET
4 14 (3.91%) Web Services
5 12 (3.35%) jQuery
6 11 (3.07%) HTML
6 11 (3.07%) MDX
7 8 (2.23%) CSS
8 3 (0.84%) JSON
9 2 (0.56%) EDI
9 2 (0.56%) FIX Protocol
9 2 (0.56%) VTK
10 1 (0.28%) D3.js
10 1 (0.28%) FpML
10 1 (0.28%) Middleware
10 1 (0.28%) WPF
10 1 (0.28%) XSL
Miscellaneous
1 110 (30.73%) Analytical Skills
2 59 (16.48%) Management Information System
3 50 (13.97%) Computer Science
4 34 (9.50%) Data Structures
5 31 (8.66%) Visualisation
6 27 (7.54%) Mathematics
7 25 (6.98%) Statistics
8 22 (6.15%) NHS
9 9 (2.51%) Credit Risk
9 9 (2.51%) Physics
10 8 (2.23%) Data Integration
11 7 (1.96%) Data Conversion
11 7 (1.96%) Mainframe
11 7 (1.96%) Mobile App
12 6 (1.68%) SCADA
12 6 (1.68%) Smart Meter
13 5 (1.40%) Hedge funds
14 4 (1.12%) Driving Licence
14 4 (1.12%) Online Games
14 4 (1.12%) Reinsurance
Operating Systems
1 36 (10.06%) Windows
2 14 (3.91%) Linux
2 14 (3.91%) Unix
3 10 (2.79%) Windows Server
3 10 (2.79%) Windows Server 2008
4 6 (1.68%) CentOS
Processes & Methodologies
1 105 (29.33%) Business Intelligence
2 93 (25.98%) ETL
3 76 (21.23%) Data Analysis
4 70 (19.55%) Analytics
5 52 (14.53%) Data Modelling
5 52 (14.53%) Migration
6 44 (12.29%) Data Management
7 37 (10.34%) Data Migration
8 36 (10.06%) Software Engineering
9 25 (6.98%) Time Management
10 23 (6.42%) ITIL
11 22 (6.15%) Dashboard Development
12 21 (5.87%) Change Management
12 21 (5.87%) CRM
13 20 (5.59%) Agile Software Development
14 18 (5.03%) Service Management
15 17 (4.75%) Web Analytics
16 16 (4.47%) Content Management
16 16 (4.47%) Logical Data Model
16 16 (4.47%) Validation
Programming Languages
1 277 (77.37%) SQL
2 62 (17.32%) T-SQL
3 29 (8.10%) Python
4 25 (6.98%) JavaScript
5 24 (6.70%) R
6 23 (6.42%) C#
7 20 (5.59%) Java
8 18 (5.03%) VBA
9 9 (2.51%) PL/SQL
9 9 (2.51%) PowerShell
10 8 (2.23%) C++
11 7 (1.96%) VB.NET
12 5 (1.40%) MATLAB
12 5 (1.40%) Scala
12 5 (1.40%) VB
13 3 (0.84%) Perl
14 2 (0.56%) C
14 2 (0.56%) PHP
15 1 (0.28%) Shell Script
15 1 (0.28%) VBScript
Qualifications
1 73 (20.39%) Degree
2 22 (6.15%) SC Cleared
2 22 (6.15%) Security Cleared
3 15 (4.19%) BPSS Clearance
3 15 (4.19%) PhD
4 3 (0.84%) CISA
4 3 (0.84%) QiCA
5 2 (0.56%) ISEB
6 1 (0.28%) ISTQB
6 1 (0.28%) ISTQB Foundation Certification
6 1 (0.28%) ITIL Certification
6 1 (0.28%) MBA
6 1 (0.28%) Microsoft Certification
Quality Assurance & Compliance
1 19 (5.31%) Data Quality
2 12 (3.35%) QA
3 9 (2.51%) ISO/IEC 27001
4 6 (1.68%) ISO 14001
4 6 (1.68%) ISO 9001
5 3 (0.84%) Basel II
5 3 (0.84%) COBIT
5 3 (0.84%) Dodd-Frank
5 3 (0.84%) EMIR
5 3 (0.84%) FATCA
6 2 (0.56%) SLA
7 1 (0.28%) HL7
System Software
1 10 (2.79%) Active Directory
2 1 (0.28%) Docker
Systems Management
1 10 (2.79%) SCCM
1 10 (2.79%) Symantec Enterprise Vault
2 1 (0.28%) Opscode Chef
2 1 (0.28%) Puppet
Vendors
1 67 (18.72%) Microsoft
2 39 (10.89%) Oracle
3 36 (10.06%) Tableau
4 19 (5.31%) Talend
5 17 (4.75%) Informatica
6 16 (4.47%) SAP
7 15 (4.19%) Cognos
8 10 (2.79%) Google
8 10 (2.79%) Symantec
9 9 (2.51%) Alteryx
9 9 (2.51%) MicroStrategy
10 7 (1.96%) BMC
10 7 (1.96%) Omniture
10 7 (1.96%) Remedy
11 6 (1.68%) ESRI
11 6 (1.68%) Infragistics
11 6 (1.68%) Vertica
12 5 (1.40%) Salesforce.com
13 4 (1.12%) Sybase
13 4 (1.12%) Teradata
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