The table below looks at the prevalence of the term Data Extraction in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Extraction
Rank 222 243 299
Rank change year-on-year
+21 +56
Permanent jobs citing Data Extraction 11 16 23
As % of all permanent IT jobs located in the City of London 0.21% 0.23% 0.21%
As % of the Miscellaneous category 0.43% 0.49% 0.47%
Number of salaries quoted 11 13 21
Median salary £100,000 £40,000 £50,000
Median salary % change year-on-year
+150.00% -20.00%
UK excluding London median salary £42,500 £35,000 £36,400
% change year-on-year
+21.42% -3.84%
Data Extraction
London

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

Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
2581 3266 4913
As % of all permanent IT jobs located in the City of London 48.35% 47.93% 44.68%
Number of salaries quoted 2357 2819 4211
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £36,500 £36,000 £33,500
10% offered a salary of more than £95,000 £80,000 £90,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Extraction
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of 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 the City of London

Data Extraction
Salary Trend in the City of London

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

Data Extraction Salary Trend in the City of London

Data Extraction
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Extraction across the City of London region over the 3 months to 8 December 2016.

Data Extraction Salary Histogram in the City of London

Data Extraction
Top 30 Related IT Skills in the City of London

For the 6 months to 8 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 City of London region with a requirement for Data Extraction.

1 13 (76.47%) Analytics
2 11 (64.71%) SQL
3 8 (47.06%) Python
3 8 (47.06%) Banking
3 8 (47.06%) Degree
3 8 (47.06%) Hadoop
4 7 (41.18%) Finance
5 6 (35.29%) Mathematics
5 6 (35.29%) ETL
5 6 (35.29%) Linux
5 6 (35.29%) Apache Hive
5 6 (35.29%) MapReduce
5 6 (35.29%) Impala
5 6 (35.29%) Apache Spark
5 6 (35.29%) SDLC
6 5 (29.41%) SQL Server
7 4 (23.53%) Microsoft
7 4 (23.53%) Analytical Skills
8 3 (17.65%) Data Analytics
8 3 (17.65%) Tableau
8 3 (17.65%) Jenkins
8 3 (17.65%) JIRA
8 3 (17.65%) Git (software)
8 3 (17.65%) MS Excel
8 3 (17.65%) Agile Software Development
8 3 (17.65%) Ruby
8 3 (17.65%) Data Management
8 3 (17.65%) QA
9 2 (11.76%) QlikView
9 2 (11.76%) Continuous Integration

Data Extraction
Top Related IT Skills in the City of 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 6 (35.29%) Apache Spark
2 2 (11.76%) SAS
3 1 (5.88%) Mule
3 1 (5.88%) Oracle Service Bus
3 1 (5.88%) WebLogic
3 1 (5.88%) WebSphere
Applications
1 3 (17.65%) MS Excel
2 1 (5.88%) MS Project
2 1 (5.88%) MS Visio
Business Applications
1 1 (5.88%) Salesforce.com CRM
Cloud Services
1 1 (5.88%) Force.com
Database & Business Intelligence
1 8 (47.06%) Hadoop
2 6 (35.29%) Apache Hive
2 6 (35.29%) Impala
3 5 (29.41%) SQL Server
4 2 (11.76%) Base SAS
4 2 (11.76%) Data Warehouse
4 2 (11.76%) MySQL
4 2 (11.76%) QlikView
4 2 (11.76%) Relational Database
5 1 (5.88%) Big Data
5 1 (5.88%) BusinessObjects
5 1 (5.88%) SQL Server Reporting Services
Development Applications
1 3 (17.65%) Git (software)
1 3 (17.65%) Jenkins
1 3 (17.65%) JIRA
2 2 (11.76%) Ant
3 1 (5.88%) Capybara
3 1 (5.88%) Cucumber
3 1 (5.88%) Jasmine
3 1 (5.88%) Mocha
3 1 (5.88%) PhantomJS
3 1 (5.88%) RSpec
3 1 (5.88%) Selenium
3 1 (5.88%) Talend Open Studio
General
1 8 (47.06%) Banking
2 7 (41.18%) Finance
3 2 (11.76%) Automotive
3 2 (11.76%) Billing
Job Titles
1 6 (35.29%) Programmer
1 6 (35.29%) Python Programmer
2 5 (29.41%) Analyst
2 5 (29.41%) Data Analyst
3 4 (23.53%) Developer
4 2 (11.76%) Analyst Developer
4 2 (11.76%) Automation Engineer
4 2 (11.76%) Developer Analyst
4 2 (11.76%) Integration Developer
4 2 (11.76%) SQL Analyst
4 2 (11.76%) SQL Data Analyst
4 2 (11.76%) SQL Developer
4 2 (11.76%) T-SQL Developer
5 1 (5.88%) Development Engineer
5 1 (5.88%) QA Automation Engineer
5 1 (5.88%) QA Engineer
5 1 (5.88%) QA Software Engineer
5 1 (5.88%) Senior Analyst
5 1 (5.88%) Senior Data Analyst
5 1 (5.88%) Software QA Engineer
Libraries, Frameworks & Software Standards
1 2 (11.76%) Middleware
1 2 (11.76%) RESTful
1 2 (11.76%) Web Services
2 1 (5.88%) Gherkin
2 1 (5.88%) HTML
2 1 (5.88%) JSON
2 1 (5.88%) OAuth
2 1 (5.88%) REST
2 1 (5.88%) XML
Miscellaneous
1 6 (35.29%) Mathematics
2 4 (23.53%) Analytical Skills
3 2 (11.76%) Data Structures
3 2 (11.76%) Visualisation
4 1 (5.88%) User Experience
Operating Systems
1 6 (35.29%) Linux
2 2 (11.76%) Unix
2 2 (11.76%) Windows
Processes & Methodologies
1 13 (76.47%) Analytics
2 6 (35.29%) ETL
2 6 (35.29%) MapReduce
2 6 (35.29%) SDLC
3 3 (17.65%) Agile Software Development
3 3 (17.65%) Data Analytics
3 3 (17.65%) Data Management
4 2 (11.76%) Continuous Integration
4 2 (11.76%) CRM
4 2 (11.76%) Data Analysis
4 2 (11.76%) Data Governance
4 2 (11.76%) Data Privacy
4 2 (11.76%) Data Security
4 2 (11.76%) Data Visualisation
4 2 (11.76%) E-Commerce
4 2 (11.76%) People Management
4 2 (11.76%) Scrum
4 2 (11.76%) Service Delivery
4 2 (11.76%) Statistical Analysis
5 1 (5.88%) Business Intelligence
Programming Languages
1 11 (64.71%) SQL
2 8 (47.06%) Python
3 3 (17.65%) Ruby
4 2 (11.76%) R
4 2 (11.76%) T-SQL
5 1 (5.88%) Java
5 1 (5.88%) JavaScript
Qualifications
1 8 (47.06%) Degree
Quality Assurance & Compliance
1 3 (17.65%) QA
2 2 (11.76%) Data Quality
Vendors
1 4 (23.53%) Microsoft
2 3 (17.65%) Tableau
3 2 (11.76%) Informatica
3 2 (11.76%) Oracle
3 2 (11.76%) Platfora
4 1 (5.88%) Salesforce.com
4 1 (5.88%) Talend
4 1 (5.88%) Zuora
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 3 days ago
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: 5 days ago