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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Extraction
England / London
Rank 496 573 571
Rank change year-on-year
+77 -2
Permanent jobs citing Data Extraction 80 65 73
As % of all permanent IT jobs located in London 0.24% 0.16% 0.18%
As % of the Miscellaneous category 0.52% 0.34% 0.39%
Number of salaries quoted 76 55 63
Median salary £54,000 £47,500 £47,500
Median salary % change year-on-year
+13.68% -
90% offered a salary of more than £37,500 £34,700 £32,500
10% offered a salary of more than £87,500 £65,000 £60,000
UK excluding London median salary £42,500 £34,000 £35,000
% change year-on-year
+25.00% -2.85%

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
15315 19392 18790
As % of all permanent IT jobs located in London 46.37% 47.70% 45.70%
Number of salaries quoted 12795 16138 15555
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 £33,412
10% offered a salary of more than £90,000 £82,500 £85,000
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 22 January 2017.

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 22 January 2017. 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 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 +49 15 £60,000 +84.61%
Beckenham - 3 £45,000 -
Canary Wharf - 1 £72,500 -
Data Extraction
England

Data Extraction
Top 30 Related IT Skills in London

For the 6 months to 22 January 2017, 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 94 (64.83%) SQL
2 64 (44.14%) Analytics
3 50 (34.48%) SQL Server
4 49 (33.79%) ETL
4 49 (33.79%) Business Intelligence
5 44 (30.34%) Finance
6 42 (28.97%) Python
7 37 (25.52%) Java
8 35 (24.14%) T-SQL
8 35 (24.14%) Degree
9 34 (23.45%) Data Analysis
10 30 (20.69%) Oracle
11 29 (20.00%) Data Analytics
11 29 (20.00%) Analytical Skills
12 25 (17.24%) Talend
12 25 (17.24%) Agile Software Development
12 25 (17.24%) Talend Open Studio
13 24 (16.55%) R
13 24 (16.55%) Tableau
13 24 (16.55%) SQL Server Integration Services
13 24 (16.55%) Data Modelling
13 24 (16.55%) Data Quality
14 22 (15.17%) Visualisation
15 21 (14.48%) Big Data
16 20 (13.79%) Linux
17 19 (13.10%) Mathematics
18 18 (12.41%) Relational Database
19 17 (11.72%) SAS
20 16 (11.03%) Data Warehouse
20 16 (11.03%) Banking

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 17 (11.72%) SAS
2 16 (11.03%) Apache Spark
3 3 (2.07%) Apache Pig
4 2 (1.38%) Apache
5 1 (0.69%) Apache Solr
5 1 (0.69%) Confluence
5 1 (0.69%) IIS
5 1 (0.69%) Mule
5 1 (0.69%) Oracle Service Bus
5 1 (0.69%) Tomcat
5 1 (0.69%) WebLogic
5 1 (0.69%) WebSphere
Applications
1 13 (8.97%) MS Excel
2 7 (4.83%) SPSS
3 4 (2.76%) MS Office
4 2 (1.38%) MS Project
4 2 (1.38%) MS Visio
5 1 (0.69%) EViews
Business Applications
1 1 (0.69%) Cognos Business Intelligence
1 1 (0.69%) Oracle Financials
1 1 (0.69%) Salesforce.com CRM
Cloud Services
1 12 (8.28%) Google Analytics
2 8 (5.52%) Amazon AWS
3 6 (4.14%) Amazon EC2
3 6 (4.14%) Amazon EMR
3 6 (4.14%) Amazon Kinesis
3 6 (4.14%) Amazon S3
4 3 (2.07%) AdWords
4 3 (2.07%) Google Tag Manager
5 1 (0.69%) Amazon ELB
5 1 (0.69%) Force.com
5 1 (0.69%) SaaS
Communications & Networking
1 1 (0.69%) Cisco ASA
1 1 (0.69%) Firewall
1 1 (0.69%) Internet
1 1 (0.69%) WebEx
1 1 (0.69%) Wireshark
Database & Business Intelligence
1 50 (34.48%) SQL Server
2 24 (16.55%) SQL Server Integration Services
3 21 (14.48%) Big Data
4 18 (12.41%) Relational Database
5 16 (11.03%) Data Warehouse
6 15 (10.34%) Hadoop
6 15 (10.34%) RDBMS
7 12 (8.28%) Electronic Patient Records
7 12 (8.28%) Mixpanel
7 12 (8.28%) MongoDB
7 12 (8.28%) Power BI
7 12 (8.28%) QlikView
8 11 (7.59%) MySQL
8 11 (7.59%) Oracle Database
8 11 (7.59%) Oracle Database 11g
9 10 (6.90%) PostgreSQL
10 9 (6.21%) Apache Hive
10 9 (6.21%) NoSQL
10 9 (6.21%) SQL Server Reporting Services
11 8 (5.52%) Data Mining
Development Applications
1 25 (17.24%) Talend Open Studio
2 9 (6.21%) Jenkins
2 9 (6.21%) JIRA
3 8 (5.52%) Git (software)
4 6 (4.14%) Cucumber
4 6 (4.14%) RSpec
5 2 (1.38%) Ant
6 1 (0.69%) Capybara
6 1 (0.69%) Jasmine
6 1 (0.69%) Mocha
6 1 (0.69%) PhantomJS
6 1 (0.69%) Selenium
General
1 44 (30.34%) Finance
2 16 (11.03%) Banking
3 14 (9.66%) Marketing
4 12 (8.28%) Pharmaceutical
5 5 (3.45%) Legal
6 4 (2.76%) Games
6 4 (2.76%) Law
6 4 (2.76%) Retail
7 2 (1.38%) Automotive
7 2 (1.38%) Billing
7 2 (1.38%) Danish Language
7 2 (1.38%) Financial Institution
8 1 (0.69%) Back Office
8 1 (0.69%) Investment Banking
8 1 (0.69%) Manufacturing
8 1 (0.69%) Publishing
Job Titles
1 48 (33.10%) Analyst
2 23 (15.86%) Data Analyst
2 23 (15.86%) Developer
3 19 (13.10%) Business Intelligence Analyst
4 15 (10.34%) Data Scientist
5 14 (9.66%) Data Engineer
6 11 (7.59%) Applications Manager
6 11 (7.59%) SQL Analyst
7 9 (6.21%) Data Migration Developer
7 9 (6.21%) Integration Engineer
8 7 (4.83%) Big Data Engineer
8 7 (4.83%) Programmer
8 7 (4.83%) Python Programmer
8 7 (4.83%) SQL Data Analyst
9 6 (4.14%) Oracle Developer
10 5 (3.45%) Consultant
10 5 (3.45%) Data Architect
10 5 (3.45%) Data Consultant
10 5 (3.45%) Senior Analyst
10 5 (3.45%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (7.59%) .NET
2 9 (6.21%) ODBC
3 7 (4.83%) XML
4 6 (4.14%) Gherkin
4 6 (4.14%) JSON
5 4 (2.76%) Middleware
6 3 (2.07%) jQuery
6 3 (2.07%) MDX
6 3 (2.07%) Natural Language Processing
7 2 (1.38%) RESTful
7 2 (1.38%) Web Services
8 1 (0.69%) ASP.NET
8 1 (0.69%) D3.js
8 1 (0.69%) HTML
8 1 (0.69%) JMS
8 1 (0.69%) LAPP Stack
8 1 (0.69%) Lucene
8 1 (0.69%) OAuth
8 1 (0.69%) Regular Expression
8 1 (0.69%) REST
Miscellaneous
1 29 (20.00%) Analytical Skills
2 22 (15.17%) Visualisation
3 19 (13.10%) Mathematics
4 13 (8.97%) Computer Science
4 13 (8.97%) Data Integration
4 13 (8.97%) Economics
5 12 (8.28%) Life Science
6 6 (4.14%) Statistics
7 5 (3.45%) Data Structures
7 5 (3.45%) Tandem
8 2 (1.38%) Applied Mathematics
8 2 (1.38%) Credit Risk
8 2 (1.38%) Derivative
8 2 (1.38%) Equities
8 2 (1.38%) Fixed Income
8 2 (1.38%) Foreign Exchange (FX)
9 1 (0.69%) Cybercrime
9 1 (0.69%) Ontologies
9 1 (0.69%) Physics
9 1 (0.69%) Semantic Web
Operating Systems
1 20 (13.79%) Linux
2 12 (8.28%) Windows
3 2 (1.38%) Unix
Processes & Methodologies
1 64 (44.14%) Analytics
2 49 (33.79%) Business Intelligence
2 49 (33.79%) ETL
3 34 (23.45%) Data Analysis
4 29 (20.00%) Data Analytics
5 25 (17.24%) Agile Software Development
6 24 (16.55%) Data Modelling
7 15 (10.34%) Migration
8 14 (9.66%) Data Cleansing
8 14 (9.66%) Logical Data Model
9 13 (8.97%) Data Flow Diagram
9 13 (8.97%) E-Commerce
10 12 (8.28%) Data Migration
10 12 (8.28%) Data Visualisation
10 12 (8.28%) Statistical Analysis
11 11 (7.59%) Data Management
12 8 (5.52%) BDD
12 8 (5.52%) TDD
13 7 (4.83%) Machine Learning
13 7 (4.83%) MapReduce
Programming Languages
1 94 (64.83%) SQL
2 42 (28.97%) Python
3 37 (25.52%) Java
4 35 (24.14%) T-SQL
5 24 (16.55%) R
6 14 (9.66%) MATLAB
7 13 (8.97%) PL/SQL
7 13 (8.97%) Ruby
8 9 (6.21%) C#
9 8 (5.52%) PHP
9 8 (5.52%) Scala
10 6 (4.14%) JavaScript
11 5 (3.45%) C++
11 5 (3.45%) VB
12 3 (2.07%) Perl
12 3 (2.07%) VBA
13 2 (1.38%) Shell Script
14 1 (0.69%) VB.NET
Qualifications
1 35 (24.14%) Degree
2 9 (6.21%) PhD
Quality Assurance & Compliance
1 24 (16.55%) Data Quality
2 9 (6.21%) QA
3 2 (1.38%) HL7
4 1 (0.69%) SDET
System Software
1 6 (4.14%) Docker
2 1 (0.69%) Gluster
2 1 (0.69%) iptables
2 1 (0.69%) NFS
Systems Management
1 6 (4.14%) Ansible
2 1 (0.69%) HAProxy
2 1 (0.69%) Opscode Chef
2 1 (0.69%) Puppet
Vendors
1 30 (20.69%) Oracle
2 25 (17.24%) Talend
3 24 (16.55%) Tableau
4 13 (8.97%) Informatica
5 12 (8.28%) Google
6 9 (6.21%) Microsoft
6 9 (6.21%) MuleSoft
7 4 (2.76%) Cognos
7 4 (2.76%) Platfora
7 4 (2.76%) Salesforce.com
8 3 (2.07%) Crazy Egg
8 3 (2.07%) Optimizely
9 2 (1.38%) SAP
10 1 (0.69%) Cisco
10 1 (0.69%) Jaspersoft
10 1 (0.69%) Teradata
10 1 (0.69%) Zuora
South West London
Michael Page Technology
Salary: £30000 - £38000 per annum + benefits
Posted: Yesterday
Central London / West End
Jenrick IT
Salary: £75000 - £90000 per annum
Posted: 5 hours ago
Romford, Essex
Montash
Salary: £40000 - £50000 per annum
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £46,000 to £58,000 per annum 15% Bonus, Pension, Healthcare, Seas
Posted: 4 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 4 days ago
London
Computer People
Salary: Benefits
Posted: 5 days ago
Central London / West End
Quant Capital
Salary: Up to £80,000 per annum + benefit and bonus
Posted: 6 days ago