Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
Central London > City of London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 310 337 356
Rank change year-on-year +27 +19 +61
Permanent jobs citing Data Extraction 12 13 58
As % of all permanent IT jobs advertised in the City of London 0.12% 0.11% 0.34%
As % of the Processes & Methodologies category 0.13% 0.13% 0.38%
Number of salaries quoted 11 13 47
City of London median annual salary £55,000 £52,500 £55,000
Median salary % change year-on-year +4.76% -4.55% +29.41%
10th Percentile £46,250 £44,050 £31,250
90th Percentile £75,000 £105,000 £71,250
Central London median annual salary £55,000 £53,750 £55,000
% change year-on-year +2.33% -2.27% +29.41%

Data Extraction is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9247 10392 15168
As % of all permanent IT jobs advertised in the City of London 90.08% 89.44% 89.12%
Number of salaries quoted 8347 9474 13149
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £93,750 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Data Extraction
Job Vacancy Trend in the City of London

Job postings citing Data Extraction as a percentage of all IT jobs advertised in the City of London.

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 6 months to 21 November 2017.

Salary histogram for Data Extraction in the City of London

For the 6 months to 21 November 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 (66.67%) SQL
2 7 (58.33%) Analytics
3 6 (50.00%) SQL Server
4 5 (41.67%) ETL
5 4 (33.33%) Business Intelligence
5 4 (33.33%) Law
5 4 (33.33%) Legal
5 4 (33.33%) Retail
5 4 (33.33%) SQL Server Reporting Services
5 4 (33.33%) Business Analysis
5 4 (33.33%) Data Architecture
6 3 (25.00%) Mathematics
6 3 (25.00%) Business Process Improvement
6 3 (25.00%) Statistical Analysis
6 3 (25.00%) Data Analysis
6 3 (25.00%) Banking
6 3 (25.00%) Stakeholder Management
6 3 (25.00%) T-SQL
6 3 (25.00%) Big Data
6 3 (25.00%) Process Improvement
6 3 (25.00%) Analytical Skills
7 2 (16.67%) Degree
7 2 (16.67%) Data Transformation
7 2 (16.67%) SaaS
7 2 (16.67%) SQL Server 2016
7 2 (16.67%) Python
7 2 (16.67%) Data Warehouse
7 2 (16.67%) Back Office
7 2 (16.67%) Finance
7 2 (16.67%) SQL Server Integration Services

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 1 (8.33%) Apache Spark
1 1 (8.33%) SharePoint
Cloud Services
1 2 (16.67%) SaaS
Database & Business Intelligence
1 6 (50.00%) SQL Server
2 4 (33.33%) SQL Server Reporting Services
3 3 (25.00%) Big Data
4 2 (16.67%) Data Warehouse
4 2 (16.67%) Hadoop
4 2 (16.67%) SQL Server 2016
4 2 (16.67%) SQL Server Integration Services
5 1 (8.33%) Apache Hive
5 1 (8.33%) Crystal Reports
5 1 (8.33%) Impala
5 1 (8.33%) SQL Server 2008
5 1 (8.33%) SQL Server Analysis Services
Development Applications
1 1 (8.33%) Team Foundation Server
1 1 (8.33%) Visual Studio
General
1 4 (33.33%) Law
1 4 (33.33%) Legal
1 4 (33.33%) Retail
2 3 (25.00%) Banking
3 2 (16.67%) Back Office
3 2 (16.67%) Finance
4 1 (8.33%) Pharmaceutical
4 1 (8.33%) Retail Banking
Job Titles
1 6 (50.00%) Analyst
2 3 (25.00%) Business Analyst
2 3 (25.00%) Business Intelligence Analyst
2 3 (25.00%) Business Intelligence Business Analyst
2 3 (25.00%) SQL Analyst
2 3 (25.00%) SQL Server Analyst
3 2 (16.67%) DBA
3 2 (16.67%) Developer
3 2 (16.67%) SQL DBA
3 2 (16.67%) SQL Server DBA
3 2 (16.67%) SSRS Analyst
4 1 (8.33%) Architect
4 1 (8.33%) Business Developer
4 1 (8.33%) Credit Analyst
4 1 (8.33%) Data Architect
4 1 (8.33%) Data Manager
4 1 (8.33%) Programmer
4 1 (8.33%) Risk Analyst
4 1 (8.33%) Software Developer
4 1 (8.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (8.33%) .NET
1 1 (8.33%) Angular 2
1 1 (8.33%) ASP.NET
1 1 (8.33%) ASP.NET MVC
1 1 (8.33%) D3.js
1 1 (8.33%) ggplot
Miscellaneous
1 3 (25.00%) Analytical Skills
2 1 (8.33%) Credit Risk
Operating Systems
1 1 (8.33%) Linux
Processes & Methodologies
1 7 (58.33%) Analytics
2 5 (41.67%) ETL
3 4 (33.33%) Business Analysis
3 4 (33.33%) Business Intelligence
3 4 (33.33%) Data Architecture
4 3 (25.00%) Business Process Improvement
4 3 (25.00%) Data Analysis
4 3 (25.00%) Mathematics
4 3 (25.00%) Process Improvement
4 3 (25.00%) Stakeholder Management
4 3 (25.00%) Statistical Analysis
5 2 (16.67%) Data Transformation
6 1 (8.33%) Actionable Insight
6 1 (8.33%) Business Development
6 1 (8.33%) Data Visualisation
6 1 (8.33%) Dimensional Modelling
6 1 (8.33%) Machine Learning
6 1 (8.33%) MapReduce
6 1 (8.33%) Requirements Analysis
6 1 (8.33%) SDLC
Programming Languages
1 8 (66.67%) SQL
2 3 (25.00%) T-SQL
3 2 (16.67%) Python
4 1 (8.33%) C#
4 1 (8.33%) R
4 1 (8.33%) VB.NET
Qualifications
1 2 (16.67%) Degree
Vendors
1 1 (8.33%) Infragistics
1 1 (8.33%) Microsoft
1 1 (8.33%) Tableau