The table below looks at the prevalence of the term Data Extraction in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Data Extraction
Rank 565 539 597
Rank change year-on-year
-26 +58
Permanent jobs citing Data Extraction 51 113 99
As % of all permanent IT jobs located in London 0.13% 0.25% 0.21%
As % of the Miscellaneous category 0.28% 0.54% 0.45%
Number of salaries quoted 38 76 77
Median salary £50,000 £53,750 £47,500
Median salary % change year-on-year
-6.97% +13.15%
90% offered a salary of more than £32,500 £34,250 £33,800
10% offered a salary of more than £55,000 £72,500 £68,500
UK excluding London median salary £40,750 £35,000 £34,094
% change year-on-year
+16.42% +2.65%
Data Extraction
England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the London region.

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
18068 20925 22105
As % of all permanent IT jobs located in London 45.92% 47.20% 45.85%
Number of salaries quoted 15260 17046 18001
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £35,000 £32,500 £34,000
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Extraction
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Data Extraction as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Extraction Jobs Demand Trend in London

Data Extraction
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Extraction across the London region.

Data Extraction Salary Trend in London

Data Extraction
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Extraction across the London region over the 3 months to 30 July 2016.

Data Extraction Salary Histogram in London

Data Extraction
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the London region over the 3 months to 30 July 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
City of London +46 6 £52,750 -4.09% 2
Sidcup - 3 £42,750 -
Beckenham - 1 £42,500 -
Bromley - 1 £47,500 -
Harrow - 1 - -
Data Extraction
England

Data Extraction
Top 30 Related IT Skills in London

For the 6 months to 30 July 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 London region with a requirement for Data Extraction.

1 78 (69.03%) SQL
2 42 (37.17%) SQL Server
3 41 (36.28%) Business Intelligence
3 41 (36.28%) Finance
4 33 (29.20%) Analytical Skills
5 30 (26.55%) Microsoft
5 30 (26.55%) Agile Software Development
6 29 (25.66%) T-SQL
7 28 (24.78%) Visualisation
8 27 (23.89%) ETL
9 26 (23.01%) Analytics
10 24 (21.24%) Degree
11 23 (20.35%) MS Excel
12 21 (18.58%) Marketing
13 20 (17.70%) Mathematics
13 20 (17.70%) HTML
14 19 (16.81%) Data Warehouse
14 19 (16.81%) SQL Server Integration Services
15 18 (15.93%) JavaScript
16 17 (15.04%) CSS
16 17 (15.04%) SQL Server Reporting Services
16 17 (15.04%) Computer Science
17 16 (14.16%) C#
17 16 (14.16%) Data Quality
18 15 (13.27%) Web Development
18 15 (13.27%) Web Analytics
19 14 (12.39%) QA
19 14 (12.39%) SQL Server Analysis Services
19 14 (12.39%) Big Data
19 14 (12.39%) Relational Database

Data Extraction
Top Related IT Skills in London 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 5 (4.42%) Apache Spark
2 4 (3.54%) SAS
3 1 (0.88%) CMS
3 1 (0.88%) IBM HTTP Server
3 1 (0.88%) IIS
Applications
1 23 (20.35%) MS Excel
2 6 (5.31%) MS PowerPoint
3 3 (2.65%) InDesign
3 3 (2.65%) MS Office
3 3 (2.65%) Photoshop
4 1 (0.88%) Mathcad
4 1 (0.88%) SPSS
Business Applications
1 3 (2.65%) Dynamics CRM
2 2 (1.77%) SAP BPC
3 1 (0.88%) Oracle EBS
3 1 (0.88%) SAP APO
3 1 (0.88%) SAP ERP
3 1 (0.88%) WebTrends
Cloud Services
1 8 (7.08%) Google Analytics
1 8 (7.08%) Google Tag Manager
2 1 (0.88%) SaaS
Communications & Networking
1 1 (0.88%) Firewall
1 1 (0.88%) Internet
1 1 (0.88%) TCP/IP
Database & Business Intelligence
1 42 (37.17%) SQL Server
2 19 (16.81%) Data Warehouse
2 19 (16.81%) SQL Server Integration Services
3 17 (15.04%) SQL Server Reporting Services
4 14 (12.39%) Big Data
4 14 (12.39%) Relational Database
4 14 (12.39%) SQL Server Analysis Services
5 13 (11.50%) OLAP
6 12 (10.62%) OLAP Cube
7 8 (7.08%) BusinessObjects
8 7 (6.19%) Hadoop
8 7 (6.19%) MySQL
8 7 (6.19%) SQL Server 2012
9 6 (5.31%) MongoDB
9 6 (5.31%) SQL Server 2005
9 6 (5.31%) SQL Server 2008
10 5 (4.42%) QlikView
11 4 (3.54%) SQL Server 2014
12 3 (2.65%) RDBMS
12 3 (2.65%) SAP HANA
Development Applications
1 4 (3.54%) Babel
1 4 (3.54%) Eclipse
1 4 (3.54%) webpack
2 2 (1.77%) Cucumber
2 2 (1.77%) Git (software)
2 2 (1.77%) Jenkins
2 2 (1.77%) JIRA
2 2 (1.77%) RSpec
3 1 (0.88%) Talend Open Studio
General
1 41 (36.28%) Finance
2 21 (18.58%) Marketing
3 8 (7.08%) Advertising
3 8 (7.08%) Retail
4 4 (3.54%) Games
5 3 (2.65%) Banking
5 3 (2.65%) German Language
6 2 (1.77%) Back Office
6 2 (1.77%) Law
6 2 (1.77%) Military
7 1 (0.88%) Legal
7 1 (0.88%) Pharmaceutical
Job Titles
1 35 (30.97%) Developer
2 32 (28.32%) Analyst
3 13 (11.50%) SQL Analyst
4 12 (10.62%) Business Intelligence Developer
5 11 (9.73%) Business Intelligence Analyst
5 11 (9.73%) Consultant
6 10 (8.85%) C# Developer
7 8 (7.08%) Data Analyst
7 8 (7.08%) Database Developer
8 7 (6.19%) SQL Developer
9 6 (5.31%) .NET Developer
9 6 (5.31%) C# .NET Developer
9 6 (5.31%) Excel Analyst
9 6 (5.31%) SQL Data Analyst
10 5 (4.42%) Data Engineer
10 5 (4.42%) Senior Analyst
10 5 (4.42%) SQL Database Developer
11 4 (3.54%) Business Analytics Analyst
11 4 (3.54%) SSAS Developer
11 4 (3.54%) SSRS Developer
Libraries, Frameworks & Software Standards
1 20 (17.70%) HTML
2 17 (15.04%) CSS
3 12 (10.62%) .NET
4 10 (8.85%) XML
5 8 (7.08%) jQuery
6 5 (4.42%) ASP.NET
6 5 (4.42%) WPF
7 4 (3.54%) REST
8 3 (2.65%) Ruby on Rails
9 2 (1.77%) Gherkin
9 2 (1.77%) JSON
9 2 (1.77%) MDX
10 1 (0.88%) ELK Stack
10 1 (0.88%) J2EE
10 1 (0.88%) Middleware
10 1 (0.88%) ODBC
10 1 (0.88%) Regular Expression
10 1 (0.88%) Theano
Miscellaneous
1 33 (29.20%) Analytical Skills
2 28 (24.78%) Visualisation
3 20 (17.70%) Mathematics
4 17 (15.04%) Computer Science
5 10 (8.85%) Fintech
6 9 (7.96%) Statistics
7 7 (6.19%) Physics
7 7 (6.19%) User Experience
8 5 (4.42%) Algorithms
8 5 (4.42%) Artificial Intelligence
8 5 (4.42%) Biology
8 5 (4.42%) Tandem
9 4 (3.54%) Data Integration
10 3 (2.65%) Credit Risk
10 3 (2.65%) Driving Licence
10 3 (2.65%) Enterprise Software
10 3 (2.65%) iPad
10 3 (2.65%) Management Information System
11 2 (1.77%) Graphic Design
11 2 (1.77%) Hedge funds
Operating Systems
1 5 (4.42%) Linux
2 4 (3.54%) Unix
3 3 (2.65%) Windows
4 2 (1.77%) Windows Server
5 1 (0.88%) Windows Server 2008
Processes & Methodologies
1 41 (36.28%) Business Intelligence
2 30 (26.55%) Agile Software Development
3 27 (23.89%) ETL
4 26 (23.01%) Analytics
5 15 (13.27%) Web Analytics
5 15 (13.27%) Web Development
6 11 (9.73%) Data Modelling
6 11 (9.73%) E-Commerce
6 11 (9.73%) Mentoring
6 11 (9.73%) Migration
6 11 (9.73%) Performance Tuning
7 10 (8.85%) Business Analysis
7 10 (8.85%) Data Visualisation
8 9 (7.96%) Tag Management
8 9 (7.96%) Validation
9 8 (7.08%) Data Analysis
9 8 (7.08%) Data Management
10 7 (6.19%) Data Validation
10 7 (6.19%) Stakeholder Management
10 7 (6.19%) Statistical Analysis
Programming Languages
1 78 (69.03%) SQL
2 29 (25.66%) T-SQL
3 18 (15.93%) JavaScript
4 16 (14.16%) C#
5 8 (7.08%) Java
6 6 (5.31%) Scala
7 5 (4.42%) Ruby
7 5 (4.42%) VBA
8 4 (3.54%) ES6
8 4 (3.54%) PHP
9 3 (2.65%) C
10 2 (1.77%) MATLAB
10 2 (1.77%) PL/SQL
10 2 (1.77%) PowerShell
10 2 (1.77%) Python
10 2 (1.77%) R
11 1 (0.88%) ABAP
11 1 (0.88%) C++
11 1 (0.88%) Lua
11 1 (0.88%) Shell Script
Qualifications
1 24 (21.24%) Degree
2 4 (3.54%) PhD
3 1 (0.88%) MBA
3 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 16 (14.16%) Data Quality
2 14 (12.39%) QA
3 2 (1.77%) Basel II
4 1 (0.88%) HL7
System Software
1 2 (1.77%) HDFS
2 1 (0.88%) Active Directory
Systems Management
1 1 (0.88%) EnCase
1 1 (0.88%) FTK
1 1 (0.88%) ITRS Geneos
1 1 (0.88%) SCCM
1 1 (0.88%) Symantec Enterprise Vault
Vendors
1 30 (26.55%) Microsoft
2 11 (9.73%) Oracle
3 8 (7.08%) Google
3 8 (7.08%) Tableau
4 5 (4.42%) MicroStrategy
5 3 (2.65%) Adobe
5 3 (2.65%) Cognos
5 3 (2.65%) SAP
6 2 (1.77%) Informatica
6 2 (1.77%) Xerox
7 1 (0.88%) AppDynamics
7 1 (0.88%) ATG
7 1 (0.88%) Cognizant
7 1 (0.88%) Kronos
7 1 (0.88%) Splunk
7 1 (0.88%) Symantec
7 1 (0.88%) Talend
7 1 (0.88%) Twitter
7 1 (0.88%) webMethods
London
Bestway
Salary: £50,000 DOE plus benefits
Posted: 2 days ago
London
Montash
Salary: £40000 - £48000 per annum + Bonus + Benefits
Posted: Yesterday
Wimbledon
Interquest - IQ Tech
Salary: £40000 - £45000 per annum + Benefits
Posted: 3 days ago
City, London
Greywood Associates Limited
Salary: £50000 - £75000 per annum + bens
Posted: 2 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + Bonus and Benefits and Training
Posted: 4 days ago
London
Harrington Starr
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 6 days ago
Central London / West End
The Start Up Loans Company
Salary: From £25,000 to £35,000 per annum
Posted: 23 days ago
North London
Sage UK Limited
Salary: + Competitive Benefits
Posted: 24 days ago