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 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
London / City of London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 214 261 311
Rank change year-on-year +47 +50  
Permanent jobs citing Data Extraction 9 7 8
As % of all permanent IT jobs advertised in the City of London 0.17% 0.097% 0.077%
As % of the Processes & Methodologies category 0.19% 0.11% 0.088%
Number of salaries quoted 9 7 8
Median salary £57,500 £50,000 £52,500
Median salary % change year-on-year +15.00% -4.76%  
90% offered a salary of more than £42,500 £36,000 £41,750
10% offered a salary of more than £100,000 £55,500 £70,000
UK excluding London median salary £42,500 £38,750 £35,000
% change year-on-year +9.67% +10.71%  

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 4654 6484 9126
As % of all permanent IT job vacancies advertised in the City of London 90.46% 90.31% 87.84%
Number of salaries quoted 4254 5773 7692
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 £41,000 £42,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 29 March 2017.

Salary histogram for Data Extraction in the City of London

For the 6 months to 29 March 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 15 (78.95%) Analytics
2 14 (73.68%) Degree
3 13 (68.42%) SQL
4 12 (63.16%) Python
5 11 (57.89%) Banking
6 8 (42.11%) Mathematics
6 8 (42.11%) Hadoop
6 8 (42.11%) Apache Hive
6 8 (42.11%) MapReduce
6 8 (42.11%) Linux
6 8 (42.11%) Impala
6 8 (42.11%) Apache Spark
6 8 (42.11%) SDLC
7 6 (31.58%) ETL
8 5 (26.32%) Business Intelligence
8 5 (26.32%) Java
8 5 (26.32%) SQL Server
8 5 (26.32%) Tableau
9 4 (21.05%) Google
9 4 (21.05%) R
9 4 (21.05%) Data Visualisation
9 4 (21.05%) Visualisation
9 4 (21.05%) Google Analytics
9 4 (21.05%) Data Modelling
9 4 (21.05%) MATLAB
9 4 (21.05%) Power BI
9 4 (21.05%) Mixpanel
10 3 (15.79%) Data Analysis
10 3 (15.79%) ASP.NET
10 3 (15.79%) Microsoft

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 8 (42.11%) Apache Spark
2 1 (5.26%) Apache
2 1 (5.26%) Apache Solr
Applications
1 3 (15.79%) MS Excel
2 1 (5.26%) MS Project
2 1 (5.26%) MS Visio
Cloud Services
1 4 (21.05%) Google Analytics
Database & Business Intelligence
1 8 (42.11%) Apache Hive
1 8 (42.11%) Hadoop
1 8 (42.11%) Impala
2 5 (26.32%) SQL Server
3 4 (21.05%) Mixpanel
3 4 (21.05%) Power BI
4 3 (15.79%) SQL Server Integration Services
5 2 (10.53%) Relational Database
6 1 (5.26%) BusinessObjects
6 1 (5.26%) Data Mining
6 1 (5.26%) MongoDB
6 1 (5.26%) NoSQL
6 1 (5.26%) SQL Server Reporting Services
General
1 11 (57.89%) Banking
2 3 (15.79%) Corporate Banking
3 2 (10.53%) Automotive
3 2 (10.53%) Finance
4 1 (5.26%) Law
4 1 (5.26%) Legal
4 1 (5.26%) Manufacturing
Job Titles
1 8 (42.11%) Programmer
1 8 (42.11%) Python Programmer
2 7 (36.84%) Analyst
3 5 (26.32%) Developer
3 5 (26.32%) SQL Developer
4 4 (21.05%) Business Intelligence Analyst
5 3 (15.79%) Cognos Developer
5 3 (15.79%) Data Analyst
5 3 (15.79%) SSIS Developer
5 3 (15.79%) VBA Developer
6 2 (10.53%) Analyst Developer
6 2 (10.53%) Developer Analyst
6 2 (10.53%) SQL Analyst
6 2 (10.53%) SQL Data Analyst
6 2 (10.53%) T-SQL Developer
7 1 (5.26%) Data Scientist
7 1 (5.26%) Senior Analyst
7 1 (5.26%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 3 (15.79%) .NET
1 3 (15.79%) ASP.NET
2 1 (5.26%) Lucene
2 1 (5.26%) Natural Language Processing
2 1 (5.26%) Regular Expression
Miscellaneous
1 3 (15.79%) Credit Risk
1 3 (15.79%) Market Risk
2 1 (5.26%) Analytical Skills
2 1 (5.26%) Virtual Team
Operating Systems
1 8 (42.11%) Linux
Processes & Methodologies
1 15 (78.95%) Analytics
2 8 (42.11%) MapReduce
2 8 (42.11%) Mathematics
2 8 (42.11%) SDLC
3 6 (31.58%) ETL
4 5 (26.32%) Business Intelligence
5 4 (21.05%) Data Modelling
5 4 (21.05%) Data Visualisation
5 4 (21.05%) Visualisation
6 3 (15.79%) Data Analysis
6 3 (15.79%) Risk Management
7 1 (5.26%) Cluster Analysis
7 1 (5.26%) Data Analytics
7 1 (5.26%) Data Management
7 1 (5.26%) OCR
Programming Languages
1 13 (68.42%) SQL
2 12 (63.16%) Python
3 5 (26.32%) Java
4 4 (21.05%) MATLAB
4 4 (21.05%) R
5 3 (15.79%) C#
5 3 (15.79%) T-SQL
5 3 (15.79%) VBA
Qualifications
1 14 (73.68%) Degree
Quality Assurance & Compliance
1 2 (10.53%) Data Quality
1 2 (10.53%) QA
Vendors
1 5 (26.32%) Tableau
2 4 (21.05%) Google
3 3 (15.79%) Cognos
3 3 (15.79%) Microsoft
3 3 (15.79%) Oracle
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
City of London
Deerfoot IT Resources Ltd
Salary: £55000 - £60000 per annum + BONUS + BENS
Posted: 12 days ago
City of London
Talent Point
Salary: £60000.00 - £65000.00 per annum
Posted: 19 days ago