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

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Extraction
Rank 785 760 818
Rank change year-on-year
-25 +58
Permanent jobs citing Data Extraction 136 207 186
As % of all permanent IT jobs located in the UK 0.14% 0.19% 0.15%
As % of the Miscellaneous category 0.33% 0.47% 0.37%
Number of salaries quoted 118 136 150
Median salary £47,500 £40,000 £40,000
Median salary % change year-on-year
+18.75% -
90% offered a salary of more than £32,500 £29,000 £27,500
10% offered a salary of more than £60,000 £67,500 £65,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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
41193 43854 49909
As % of all permanent IT jobs located in the UK 41.95% 40.56% 41.14%
Number of salaries quoted 33454 34715 40015
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 £28,000
10% offered a salary of more than £77,500 £75,000 £75,000
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 May 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 May 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 -8 134 £47,500 +18.75% 26
London -3 54 £52,500 -12.50% 16
South East +10 16 £42,500 +13.33% 1
City of London +55 14 £52,750 +22.67% 9
North West +6 14 £34,500 -13.75% 5
West Midlands -12 14 £47,500 +47.28%
East of England +36 11 £43,750 +75.00%
East Midlands +18 8 £50,000 -4.76%
Berkshire +17 8 £42,500 +30.76%
Nottinghamshire +10 8 £50,000 -
Worcester - 7 £47,500 -
Worcestershire - 7 £47,500 -
Manchester -1 6 £37,500 -6.25% 3
North East - 6 £37,000 -
Bedfordshire +12 4 £45,000 -
Durham - 4 £39,750 -
Cheshire +31 3 £35,000 -12.50%
Buckinghamshire +29 3 £33,000 -
Hertfordshire +27 3 £57,500 +53.33%
Lancashire +4 3 £22,500 -
Preston +2 3 £22,500 -
Cambridgeshire - 3 £32,500 -
Sidcup - 3 £42,750 -
Dunstable - 3 £45,000 -
Milton Keynes +25 2 £33,000 -
Stoke-on-Trent -9 2 £51,250 -
Staffordshire -11 2 £51,250 -
Cambridge - 2 £32,500 -
Stevenage - 2 £40,000 -
Newcastle upon Tyne - 2 £27,500 -

Data Extraction
Top 30 Related IT Skills

For the 6 months to 30 May 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.

1 217 (70.92%) SQL
2 118 (38.56%) Business Intelligence
3 110 (35.95%) Finance
4 108 (35.29%) SQL Server
5 94 (30.72%) Analytical Skills
6 84 (27.45%) ETL
7 75 (24.51%) Data Warehouse
8 68 (22.22%) T-SQL
9 59 (19.28%) Microsoft
10 57 (18.63%) MS Excel
11 56 (18.30%) Degree
12 55 (17.97%) Data Analysis
13 54 (17.65%) SQL Server Integration Services
13 54 (17.65%) Analytics
14 52 (16.99%) Visualisation
15 51 (16.67%) SQL Server Reporting Services
16 48 (15.69%) SAS
17 42 (13.73%) Agile Software Development
18 38 (12.42%) JavaScript
18 38 (12.42%) Tableau
18 38 (12.42%) Computer Science
19 35 (11.44%) Management Information System
19 35 (11.44%) Data Modelling
20 34 (11.11%) SQL Server 2012
21 33 (10.78%) Mathematics
21 33 (10.78%) Marketing
22 32 (10.46%) .NET
23 30 (9.80%) Retail
23 30 (9.80%) Data Quality
24 29 (9.48%) Relational Database

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 48 (15.69%) SAS
2 8 (2.61%) Apache Spark
3 3 (0.98%) SharePoint
4 2 (0.65%) IIS
4 2 (0.65%) MS Exchange
5 1 (0.33%) Apache Solr
5 1 (0.33%) CMS
5 1 (0.33%) IBM HTTP Server
5 1 (0.33%) NetWeaver
Applications
1 57 (18.63%) MS Excel
2 17 (5.56%) MS PowerPoint
3 6 (1.96%) MS Office
3 6 (1.96%) Spreadsheet
4 5 (1.63%) SPSS
5 1 (0.33%) Mathcad
5 1 (0.33%) MS Visio
Business Applications
1 9 (2.94%) SAP BPC
2 6 (1.96%) Lorenzo
3 4 (1.31%) Oracle Financials
4 2 (0.65%) WebTrends
5 1 (0.33%) Dynamics AX
5 1 (0.33%) SAP APO
Cloud Services
1 11 (3.59%) Google Analytics
2 10 (3.27%) Google Tag Manager
3 5 (1.63%) Adobe Analytics
4 1 (0.33%) Amazon AWS
4 1 (0.33%) Office 365
4 1 (0.33%) SaaS
Communications & Networking
1 6 (1.96%) Internet
1 6 (1.96%) TCP/IP
2 4 (1.31%) Firewall
3 3 (0.98%) DHCP
3 3 (0.98%) DNS
3 3 (0.98%) LAN
3 3 (0.98%) VLAN
3 3 (0.98%) VPN
3 3 (0.98%) WAN
4 1 (0.33%) Network Security
Database & Business Intelligence
1 108 (35.29%) SQL Server
2 75 (24.51%) Data Warehouse
3 54 (17.65%) SQL Server Integration Services
4 51 (16.67%) SQL Server Reporting Services
5 34 (11.11%) SQL Server 2012
6 29 (9.48%) Relational Database
7 28 (9.15%) Hadoop
8 27 (8.82%) SQL Server Analysis Services
9 26 (8.50%) OLAP
10 23 (7.52%) BusinessObjects
11 21 (6.86%) Big Data
12 20 (6.54%) OLAP Cube
13 19 (6.21%) SAP BW
14 17 (5.56%) SAP BI
15 12 (3.92%) SAP HANA
15 12 (3.92%) SQL Server 2008
16 11 (3.59%) Data Mining
17 10 (3.27%) SQL Server 2014
18 9 (2.94%) MongoDB
18 9 (2.94%) NoSQL
Development Applications
1 11 (3.59%) Talend Open Studio
2 5 (1.63%) SQL Server Management Studio (SSMS)
3 4 (1.31%) Eclipse
4 3 (0.98%) Team Foundation Server
5 2 (0.65%) Visual Studio
6 1 (0.33%) Toad
General
1 110 (35.95%) Finance
2 33 (10.78%) Marketing
3 30 (9.80%) Retail
4 14 (4.58%) Advertising
4 14 (4.58%) Banking
5 11 (3.59%) Pharmaceutical
6 8 (2.61%) Games
7 7 (2.29%) German Language
7 7 (2.29%) Local Government
7 7 (2.29%) Telecoms
8 6 (1.96%) Legal
9 4 (1.31%) Law
10 2 (0.65%) Automotive
10 2 (0.65%) Back Office
10 2 (0.65%) Dutch Language
10 2 (0.65%) French Language
10 2 (0.65%) International Banking
10 2 (0.65%) Manufacturing
10 2 (0.65%) Military
11 1 (0.33%) Retail Banking
Job Titles
1 106 (34.64%) Analyst
2 104 (33.99%) Developer
3 41 (13.40%) SQL Developer
4 39 (12.75%) Data Analyst
5 36 (11.76%) Business Intelligence Developer
6 26 (8.50%) Consultant
7 24 (7.84%) Excel Analyst
7 24 (7.84%) SQL Analyst
8 19 (6.21%) C# Developer
9 16 (5.23%) SQL Data Analyst
10 14 (4.58%) .NET Developer
10 14 (4.58%) C# .NET Developer
10 14 (4.58%) Senior Analyst
10 14 (4.58%) SQL BI Developer
10 14 (4.58%) SSIS Developer
11 13 (4.25%) Business Intelligence Analyst
11 13 (4.25%) SAP Consultant
12 12 (3.92%) Business Intelligence Consultant
12 12 (3.92%) DBA
12 12 (3.92%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 32 (10.46%) .NET
2 25 (8.17%) CSS
2 25 (8.17%) HTML
3 18 (5.88%) ASP.NET
4 14 (4.58%) XML
5 10 (3.27%) AngularJS
5 10 (3.27%) jQuery
6 9 (2.94%) GWT
6 9 (2.94%) XSLT
7 5 (1.63%) MDX
8 3 (0.98%) Classic ASP
8 3 (0.98%) ODBC
8 3 (0.98%) WPF
9 2 (0.65%) Middleware
10 1 (0.33%) D3.js
10 1 (0.33%) J2EE
10 1 (0.33%) Kafka
10 1 (0.33%) Regular Expression
10 1 (0.33%) Theano
10 1 (0.33%) Web Services
Miscellaneous
1 94 (30.72%) Analytical Skills
2 52 (16.99%) Visualisation
3 38 (12.42%) Computer Science
4 35 (11.44%) Management Information System
5 33 (10.78%) Mathematics
6 24 (7.84%) Data Structures
7 21 (6.86%) Statistics
8 13 (4.25%) Data Integration
9 9 (2.94%) NHS
10 8 (2.61%) Credit Risk
11 7 (2.29%) Mobile App
12 6 (1.96%) Data Conversion
12 6 (1.96%) Fintech
12 6 (1.96%) SCADA
12 6 (1.96%) Smart Meter
13 5 (1.63%) Driving Licence
13 5 (1.63%) Physics
14 4 (1.31%) Artificial Intelligence
14 4 (1.31%) Online Games
14 4 (1.31%) User Experience
Operating Systems
1 18 (5.88%) Windows
2 9 (2.94%) Unix
3 8 (2.61%) Linux
3 8 (2.61%) Windows Server
4 3 (0.98%) Windows 10
4 3 (0.98%) Windows 7
4 3 (0.98%) Windows 8
4 3 (0.98%) Windows Server 2008
5 1 (0.33%) Windows Server 2012
Processes & Methodologies
1 118 (38.56%) Business Intelligence
2 84 (27.45%) ETL
3 55 (17.97%) Data Analysis
4 54 (17.65%) Analytics
5 42 (13.73%) Agile Software Development
6 35 (11.44%) Data Modelling
7 29 (9.48%) Migration
8 28 (9.15%) Data Management
9 25 (8.17%) Web Development
10 24 (7.84%) Project Management
10 24 (7.84%) Web Analytics
11 23 (7.52%) Mentoring
12 22 (7.19%) Validation
13 20 (6.54%) CRM
14 19 (6.21%) Software Engineering
15 18 (5.88%) Data Cleansing
15 18 (5.88%) User Acceptance Testing
16 16 (5.23%) Data Analytics
16 16 (5.23%) E-Commerce
17 15 (4.90%) Data Visualisation
Programming Languages
1 217 (70.92%) SQL
2 68 (22.22%) T-SQL
3 38 (12.42%) JavaScript
4 27 (8.82%) C#
5 17 (5.56%) Java
5 17 (5.56%) Python
6 15 (4.90%) VBA
7 13 (4.25%) R
8 12 (3.92%) PL/SQL
9 8 (2.61%) Scala
9 8 (2.61%) VB
10 7 (2.29%) C++
11 3 (0.98%) C
11 3 (0.98%) MATLAB
11 3 (0.98%) VBScript
12 2 (0.65%) Data Analysis Expressions (DAX)
12 2 (0.65%) PHP
12 2 (0.65%) PowerShell
13 1 (0.33%) Lua
13 1 (0.33%) SAS Macro
Qualifications
1 56 (18.30%) Degree
2 7 (2.29%) PhD
3 6 (1.96%) BPSS Clearance
3 6 (1.96%) SC Cleared
3 6 (1.96%) Security Cleared
4 2 (0.65%) ISTQB
5 1 (0.33%) AAT
5 1 (0.33%) ACCA
5 1 (0.33%) CIMA
5 1 (0.33%) ISEB
5 1 (0.33%) ISTQB Foundation Certification
5 1 (0.33%) MBA
Quality Assurance & Compliance
1 30 (9.80%) Data Quality
2 11 (3.59%) QA
3 9 (2.94%) Sarbanes-Oxley
4 3 (0.98%) Basel II
4 3 (0.98%) FATCA
5 2 (0.65%) Dodd-Frank
5 2 (0.65%) EMIR
6 1 (0.33%) HL7
6 1 (0.33%) SLA
System Software
1 6 (1.96%) Active Directory
2 3 (0.98%) vSphere
3 2 (0.65%) HDFS
4 1 (0.33%) Hyper-V
Systems Management
1 3 (0.98%) SCCM
1 3 (0.98%) Symantec Enterprise Vault
2 1 (0.33%) EnCase
2 1 (0.33%) FTK
2 1 (0.33%) ITRS Geneos
Vendors
1 59 (19.28%) Microsoft
2 38 (12.42%) Tableau
3 29 (9.48%) Oracle
4 25 (8.17%) SAP
5 12 (3.92%) Informatica
6 11 (3.59%) Google
6 11 (3.59%) Talend
7 8 (2.61%) MicroStrategy
8 6 (1.96%) Alteryx
8 6 (1.96%) Cognos
8 6 (1.96%) ESRI
9 5 (1.63%) Adobe
10 3 (0.98%) HP
10 3 (0.98%) Sage
10 3 (0.98%) Salesforce.com
10 3 (0.98%) Symantec
10 3 (0.98%) VMware
11 2 (0.65%) Xerox
12 1 (0.33%) ATG
12 1 (0.33%) Snowplow
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