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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 538 593 593
Rank change year-on-year
+55 0
Permanent jobs citing Data Extraction 61 71 74
As % of all permanent IT jobs located in London 0.17% 0.16% 0.16%
As % of the Miscellaneous category 0.37% 0.34% 0.36%
Number of salaries quoted 57 64 64
Median salary £50,000 £46,500 £47,500
Median salary % change year-on-year
+7.52% -2.10%
90% offered a salary of more than £36,500 £38,066 £30,750
10% offered a salary of more than £94,000 £87,500 £60,000
UK excluding London median salary £42,500 £35,000 £35,500
% change year-on-year
+21.42% -1.40%
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
16287 20938 20504
As % of all permanent IT jobs located in London 46.24% 48.33% 45.66%
Number of salaries quoted 13607 17074 17024
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 £35,000 £33,900
10% offered a salary of more than £90,000 £82,500 £85,500
UK excluding London median salary £42,500 £42,500 £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 9 December 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 9 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
City of London +22 11 £100,000 +150.00% 3
Beckenham - 4 £42,500 -
Data Extraction
England

Data Extraction
Top 30 Related IT Skills in London

For the 6 months to 9 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 London region with a requirement for Data Extraction.

1 86 (74.14%) SQL
2 50 (43.10%) Analytics
3 45 (38.79%) SQL Server
4 39 (33.62%) Finance
5 37 (31.90%) Business Intelligence
6 31 (26.72%) ETL
7 30 (25.86%) Data Analysis
8 26 (22.41%) Degree
8 26 (22.41%) Analytical Skills
8 26 (22.41%) Data Analytics
9 25 (21.55%) Python
9 25 (21.55%) T-SQL
9 25 (21.55%) Agile Software Development
10 24 (20.69%) Oracle
11 19 (16.38%) Big Data
12 18 (15.52%) Java
13 17 (14.66%) Marketing
13 17 (14.66%) Ruby
13 17 (14.66%) SQL Server Integration Services
14 16 (13.79%) Mathematics
14 16 (13.79%) Migration
14 16 (13.79%) Data Quality
15 15 (12.93%) Talend
15 15 (12.93%) Banking
15 15 (12.93%) Talend Open Studio
16 14 (12.07%) MS Excel
16 14 (12.07%) E-Commerce
16 14 (12.07%) Microsoft
17 13 (11.21%) Data Warehouse
17 13 (11.21%) Linux

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 12 (10.34%) SAS
2 11 (9.48%) Apache Spark
3 2 (1.72%) Apache Pig
4 1 (0.86%) Apache
4 1 (0.86%) Confluence
4 1 (0.86%) IIS
4 1 (0.86%) Mule
4 1 (0.86%) Oracle Service Bus
4 1 (0.86%) Tomcat
4 1 (0.86%) WebLogic
4 1 (0.86%) WebSphere
Applications
1 14 (12.07%) MS Excel
2 7 (6.03%) SPSS
3 6 (5.17%) MS Office
4 3 (2.59%) InDesign
4 3 (2.59%) Photoshop
5 1 (0.86%) EViews
5 1 (0.86%) MS PowerPoint
5 1 (0.86%) MS Project
5 1 (0.86%) MS Visio
Business Applications
1 3 (2.59%) Dynamics CRM
2 1 (0.86%) Oracle EBS
2 1 (0.86%) Oracle Financials
2 1 (0.86%) Salesforce.com CRM
2 1 (0.86%) SAP ERP
Cloud Services
1 5 (4.31%) Amazon AWS
2 3 (2.59%) AdWords
2 3 (2.59%) Amazon EC2
2 3 (2.59%) Amazon EMR
2 3 (2.59%) Amazon Kinesis
2 3 (2.59%) Amazon S3
2 3 (2.59%) Google Analytics
2 3 (2.59%) Google Tag Manager
3 1 (0.86%) Amazon ELB
3 1 (0.86%) Force.com
3 1 (0.86%) SaaS
Communications & Networking
1 1 (0.86%) Cisco ASA
1 1 (0.86%) Firewall
1 1 (0.86%) Internet
1 1 (0.86%) WebEx
1 1 (0.86%) Wireshark
Database & Business Intelligence
1 45 (38.79%) SQL Server
2 19 (16.38%) Big Data
3 17 (14.66%) SQL Server Integration Services
4 13 (11.21%) Data Warehouse
4 13 (11.21%) Hadoop
4 13 (11.21%) Relational Database
5 12 (10.34%) MySQL
6 11 (9.48%) QlikView
7 9 (7.76%) RDBMS
8 8 (6.90%) Oracle Database
8 8 (6.90%) Oracle Database 11g
8 8 (6.90%) SQL Server Reporting Services
9 7 (6.03%) Apache Hive
9 7 (6.03%) PostgreSQL
9 7 (6.03%) SQL Server 2005
9 7 (6.03%) SQL Server 2008
10 6 (5.17%) Electronic Patient Records
10 6 (5.17%) Impala
10 6 (5.17%) MongoDB
10 6 (5.17%) SQL Server Analysis Services
Development Applications
1 15 (12.93%) Talend Open Studio
2 10 (8.62%) Jenkins
2 10 (8.62%) JIRA
3 9 (7.76%) Git (software)
4 7 (6.03%) Cucumber
4 7 (6.03%) RSpec
5 2 (1.72%) Ant
5 2 (1.72%) Babel
5 2 (1.72%) webpack
6 1 (0.86%) Capybara
6 1 (0.86%) Jasmine
6 1 (0.86%) Mocha
6 1 (0.86%) PhantomJS
6 1 (0.86%) Selenium
General
1 39 (33.62%) Finance
2 17 (14.66%) Marketing
3 15 (12.93%) Banking
4 6 (5.17%) Pharmaceutical
5 4 (3.45%) Retail
6 2 (1.72%) Automotive
6 2 (1.72%) Billing
6 2 (1.72%) Danish Language
7 1 (0.86%) Back Office
7 1 (0.86%) Games
7 1 (0.86%) Investment Banking
7 1 (0.86%) Legal
7 1 (0.86%) Publishing
Job Titles
1 39 (33.62%) Analyst
2 22 (18.97%) Developer
3 21 (18.10%) Data Analyst
4 11 (9.48%) Business Intelligence Analyst
4 11 (9.48%) SQL Analyst
5 8 (6.90%) Data Engineer
5 8 (6.90%) Data Migration Developer
6 7 (6.03%) Data Scientist
7 6 (5.17%) Applications Manager
7 6 (5.17%) Integration Engineer
7 6 (5.17%) Programmer
7 6 (5.17%) Python Programmer
7 6 (5.17%) SQL Data Analyst
7 6 (5.17%) SQL Developer
8 5 (4.31%) Automation Tester
8 5 (4.31%) Oracle Developer
8 5 (4.31%) QA Automation Tester
8 5 (4.31%) QA Tester
8 5 (4.31%) Ruby Automation Tester
8 5 (4.31%) Tester
Libraries, Frameworks & Software Standards
1 12 (10.34%) XML
2 7 (6.03%) .NET
2 7 (6.03%) Gherkin
2 7 (6.03%) JSON
3 6 (5.17%) ODBC
4 5 (4.31%) HTML
5 4 (3.45%) Middleware
6 3 (2.59%) jQuery
6 3 (2.59%) MDX
6 3 (2.59%) REST
6 3 (2.59%) Ruby on Rails
7 2 (1.72%) CSS
7 2 (1.72%) Redux
7 2 (1.72%) RESTful
7 2 (1.72%) Web Services
8 1 (0.86%) ASP.NET
8 1 (0.86%) D3.js
8 1 (0.86%) JMS
8 1 (0.86%) LAPP Stack
8 1 (0.86%) OAuth
Miscellaneous
1 26 (22.41%) Analytical Skills
2 16 (13.79%) Mathematics
3 13 (11.21%) Computer Science
3 13 (11.21%) Visualisation
4 8 (6.90%) Data Integration
5 7 (6.03%) Economics
6 6 (5.17%) Data Structures
6 6 (5.17%) Life Science
6 6 (5.17%) Tandem
7 4 (3.45%) User Experience
8 3 (2.59%) Credit Risk
8 3 (2.59%) Enterprise Software
8 3 (2.59%) Fintech
9 2 (1.72%) Derivative
9 2 (1.72%) Equities
9 2 (1.72%) Fixed Income
9 2 (1.72%) Foreign Exchange (FX)
9 2 (1.72%) iPad
9 2 (1.72%) Statistics
10 1 (0.86%) Management Information System
Operating Systems
1 13 (11.21%) Linux
2 9 (7.76%) Windows
3 2 (1.72%) Unix
Processes & Methodologies
1 50 (43.10%) Analytics
2 37 (31.90%) Business Intelligence
3 31 (26.72%) ETL
4 30 (25.86%) Data Analysis
5 26 (22.41%) Data Analytics
6 25 (21.55%) Agile Software Development
7 16 (13.79%) Migration
8 14 (12.07%) E-Commerce
9 10 (8.62%) Data Migration
9 10 (8.62%) Data Modelling
10 9 (7.76%) Statistical Analysis
11 8 (6.90%) Data Management
11 8 (6.90%) DevOps
12 7 (6.03%) Data Cleansing
12 7 (6.03%) Data Flow Diagram
12 7 (6.03%) Dimensional Modelling
12 7 (6.03%) QA Automation
12 7 (6.03%) Web Development
13 6 (5.17%) CRM
13 6 (5.17%) Web Analytics
Programming Languages
1 86 (74.14%) SQL
2 25 (21.55%) Python
2 25 (21.55%) T-SQL
3 18 (15.52%) Java
4 17 (14.66%) Ruby
5 11 (9.48%) C#
5 11 (9.48%) PHP
6 10 (8.62%) R
7 8 (6.90%) PL/SQL
8 7 (6.03%) JavaScript
9 5 (4.31%) C++
9 5 (4.31%) Scala
9 5 (4.31%) VB
10 4 (3.45%) MATLAB
11 3 (2.59%) Perl
12 2 (1.72%) ES6
12 2 (1.72%) VBA
13 1 (0.86%) ABAP
13 1 (0.86%) Shell Script
13 1 (0.86%) VB.NET
Qualifications
1 26 (22.41%) Degree
2 6 (5.17%) PhD
3 1 (0.86%) Security Cleared
Quality Assurance & Compliance
1 16 (13.79%) Data Quality
2 12 (10.34%) QA
3 2 (1.72%) HL7
4 1 (0.86%) SDET
System Software
1 3 (2.59%) Docker
2 1 (0.86%) Gluster
2 1 (0.86%) iptables
2 1 (0.86%) NFS
Systems Management
1 3 (2.59%) Ansible
2 1 (0.86%) HAProxy
2 1 (0.86%) Opscode Chef
2 1 (0.86%) Puppet
Vendors
1 24 (20.69%) Oracle
2 15 (12.93%) Talend
3 14 (12.07%) Microsoft
4 13 (11.21%) Tableau
5 10 (8.62%) Informatica
6 6 (5.17%) MuleSoft
7 4 (3.45%) Platfora
7 4 (3.45%) Salesforce.com
8 3 (2.59%) Adobe
8 3 (2.59%) Cognos
8 3 (2.59%) Crazy Egg
8 3 (2.59%) Google
8 3 (2.59%) Optimizely
8 3 (2.59%) SAP
9 1 (0.86%) Cisco
9 1 (0.86%) Jaspersoft
9 1 (0.86%) Kronos
9 1 (0.86%) Teradata
9 1 (0.86%) Zuora
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Pension, Healthcare, Season Ticket L
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 3 days ago
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: 6 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 4 days ago
East London
RICHARD WHEELER ASSOCIATES
Salary: From £60,000 to £75,000 per annum + Share options
Posted: 2 days ago
London
Hays London City Cheapside
Salary: £47000.00 - £50000.00 per annum
Posted: 14 days ago
Central London
Savvy Recruitment
Salary: £75,000 - £85,000 per year
Posted: 9 days ago