The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
London / City of London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 228 248 291
Rank change year-on-year +20 +43  
Permanent jobs citing Data Extraction 3 13 15
As % of all permanent IT jobs advertised in the City of London 0.058% 0.21% 0.14%
As % of the Processes & Methodologies category 0.065% 0.23% 0.16%
Number of salaries quoted 3 11 8
Median salary £57,500 £53,000 £52,500
Median salary % change year-on-year +8.49% +0.95%  
90% offered a salary of more than £51,500 £35,000 £40,000
10% offered a salary of more than £91,500 £60,000 £68,250
UK excluding London median salary £40,000 £45,000 £34,000
% change year-on-year -11.11% +32.35%  

Data Extraction is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4596 5702 9233
As % of all permanent IT job vacancies advertised in the City of London 89.29% 90.61% 89.22%
Number of salaries quoted 4057 5205 7905
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £85,000 £81,000 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Extraction
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Data Extraction as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Extraction 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 in the City of London.

Salary trend for Data Extraction in the City of London

Data Extraction
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Extraction in the City of London over the 3 months to 25 June 2017.

Salary histogram for Data Extraction in the City of London

For the 6 months to 25 June 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 City of London region with a requirement for Data Extraction.

1 8 (61.54%) SQL
1 8 (61.54%) Python
1 8 (61.54%) Analytics
2 7 (53.85%) Banking
2 7 (53.85%) Degree
3 5 (38.46%) Java
3 5 (38.46%) Visualisation
3 5 (38.46%) R
3 5 (38.46%) Data Visualisation
3 5 (38.46%) Tableau
4 4 (30.77%) Credit Risk
4 4 (30.77%) Market Risk
4 4 (30.77%) Google Analytics
4 4 (30.77%) Power BI
4 4 (30.77%) Mixpanel
4 4 (30.77%) C#
4 4 (30.77%) VBA
4 4 (30.77%) .NET
4 4 (30.77%) Oracle
4 4 (30.77%) SQL Server
4 4 (30.77%) ASP.NET
4 4 (30.77%) Cognos
4 4 (30.77%) Data Modelling
4 4 (30.77%) ETL
4 4 (30.77%) Business Intelligence
4 4 (30.77%) MATLAB
4 4 (30.77%) Google
4 4 (30.77%) SQL Server Integration Services
4 4 (30.77%) Corporate Banking
4 4 (30.77%) Risk Management

Data Extraction
Co-occurring 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 3 (23.08%) Apache Spark
2 1 (7.69%) Apache
2 1 (7.69%) Apache Solr
Cloud Services
1 4 (30.77%) Google Analytics
Database & Business Intelligence
1 4 (30.77%) Mixpanel
1 4 (30.77%) Power BI
1 4 (30.77%) SQL Server
1 4 (30.77%) SQL Server Integration Services
2 3 (23.08%) Apache Hive
2 3 (23.08%) Hadoop
2 3 (23.08%) Impala
3 1 (7.69%) Data Mining
3 1 (7.69%) MongoDB
3 1 (7.69%) NoSQL
General
1 7 (53.85%) Banking
2 4 (30.77%) Corporate Banking
3 1 (7.69%) Finance
3 1 (7.69%) Law
3 1 (7.69%) Legal
3 1 (7.69%) Manufacturing
Job Titles
1 4 (30.77%) Analyst
1 4 (30.77%) Business Intelligence Analyst
1 4 (30.77%) Cognos Developer
1 4 (30.77%) Developer
1 4 (30.77%) SQL Developer
1 4 (30.77%) SSIS Developer
1 4 (30.77%) VBA Developer
2 3 (23.08%) Programmer
2 3 (23.08%) Python Programmer
3 2 (15.38%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (30.77%) .NET
1 4 (30.77%) ASP.NET
2 1 (7.69%) D3.js
2 1 (7.69%) ggplot
2 1 (7.69%) Lucene
2 1 (7.69%) Natural Language Processing
2 1 (7.69%) Regular Expression
Miscellaneous
1 4 (30.77%) Credit Risk
1 4 (30.77%) Market Risk
2 1 (7.69%) Virtual Team
Operating Systems
1 3 (23.08%) Linux
Processes & Methodologies
1 8 (61.54%) Analytics
2 5 (38.46%) Data Visualisation
2 5 (38.46%) Visualisation
3 4 (30.77%) Business Intelligence
3 4 (30.77%) Data Modelling
3 4 (30.77%) ETL
3 4 (30.77%) Risk Management
4 3 (23.08%) MapReduce
4 3 (23.08%) Mathematics
4 3 (23.08%) SDLC
5 1 (7.69%) Actionable Insight
5 1 (7.69%) Cluster Analysis
5 1 (7.69%) Data Analysis
5 1 (7.69%) Knowledge Engineering
5 1 (7.69%) Machine Learning
5 1 (7.69%) OCR
Programming Languages
1 8 (61.54%) Python
1 8 (61.54%) SQL
2 5 (38.46%) Java
2 5 (38.46%) R
3 4 (30.77%) C#
3 4 (30.77%) MATLAB
3 4 (30.77%) VBA
4 2 (15.38%) T-SQL
Qualifications
1 7 (53.85%) Degree
Vendors
1 5 (38.46%) Tableau
2 4 (30.77%) Cognos
2 4 (30.77%) Google
2 4 (30.77%) Oracle
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 2 days ago
City, London
Highams
Salary: From £60,000 to £70,000 per annum Comprehensive benefits package
Posted: 4 days ago
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum
Posted: 3 days ago
City, London
Salt
Salary: £35000 - £45000 per annum + OTE
Posted: 6 days ago
City of London
Talent Point
Salary: £60000.00 - £650000.00 per annum
Posted: 19 days ago