The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 3 months to 23 April 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
London / City of London
3 months to
23 Apr 2017
Same period 2016 Same period 2015
Rank 225 255 287
Rank change year-on-year +30 +32  
Permanent jobs citing Statistical Analysis 8 21 37
As % of all permanent IT jobs advertised in the City of London 0.15% 0.29% 0.35%
As % of the Processes & Methodologies category 0.17% 0.32% 0.40%
Number of salaries quoted 7 17 33
Median salary £56,000 £57,500 £45,000
Median salary % change year-on-year -2.60% +27.77%  
90% offered a salary of more than £40,400 £35,000 £24,000
10% offered a salary of more than £100,000 £62,500 £69,500
UK excluding London median salary £39,000 £35,000 £42,500
% change year-on-year +11.42% -17.64%  

Statistical Analysis 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 4827 6509 9363
As % of all permanent IT job vacancies advertised in the City of London 90.22% 90.83% 88.46%
Number of salaries quoted 4374 5837 7875
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 £42,500 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Analysis
Job Vacancy Trend in the City of London

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

Job vacancy trend for Statistical Analysis in the City of London

Statistical Analysis
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Analysis in the City of London.

Salary trend for Statistical Analysis in the City of London

Statistical Analysis
Salary Histogram in the City of London

The salary distribution of IT jobs citing Statistical Analysis in the City of London over the 3 months to 23 April 2017.

Salary histogram for Statistical Analysis in the City of London

For the 6 months to 23 April 2017, IT jobs citing Statistical Analysis 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 Statistical Analysis.

1 20 (64.52%) Python
2 15 (48.39%) Finance
3 14 (45.16%) Front Office
3 14 (45.16%) Mathematics
4 13 (41.94%) Degree
4 13 (41.94%) Computer Science
5 12 (38.71%) Windows
5 12 (38.71%) Linux
5 12 (38.71%) C++
6 11 (35.48%) Banking
6 11 (35.48%) Physics
6 11 (35.48%) Functional Programming
6 11 (35.48%) SDLC
7 7 (22.58%) R
8 6 (19.35%) Marketing
8 6 (19.35%) Agile Software Development
8 6 (19.35%) Automotive
8 6 (19.35%) Conceptual Models
9 5 (16.13%) Analytical Skills
9 5 (16.13%) Data Analysis
9 5 (16.13%) SQL
9 5 (16.13%) MATLAB
9 5 (16.13%) Analytics
10 4 (12.90%) Games
11 3 (9.68%) Stakeholder Management
11 3 (9.68%) Risk Management
11 3 (9.68%) RAD
11 3 (9.68%) Business Intelligence
11 3 (9.68%) Data Modelling
11 3 (9.68%) SQL Server

Statistical Analysis
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 (9.68%) Confluence
2 1 (3.23%) IPython
2 1 (3.23%) Tornado
Applications
1 2 (6.45%) Microsoft Excel
Cloud Services
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Google Tag Manager
Communications & Networking
1 1 (3.23%) FTP
1 1 (3.23%) HTTP
1 1 (3.23%) LAN
1 1 (3.23%) WAN
Database & Business Intelligence
1 3 (9.68%) SQL Server
2 2 (6.45%) Relational Database
2 2 (6.45%) Tick Data
3 1 (3.23%) Big Data
3 1 (3.23%) Data Mining
3 1 (3.23%) Data Warehouse
3 1 (3.23%) Microsoft Analysis Services
3 1 (3.23%) OLAP
3 1 (3.23%) OLAP Cube
3 1 (3.23%) RDBMS
3 1 (3.23%) SQL Server 2008
3 1 (3.23%) SQL Server 2012
3 1 (3.23%) SQL Server 2014
3 1 (3.23%) SQL Server Analysis Services
3 1 (3.23%) SQL Server Integration Services
3 1 (3.23%) SQL Server Reporting Services
Development Applications
1 1 (3.23%) Visual Studio
General
1 15 (48.39%) Finance
2 14 (45.16%) Front Office
3 11 (35.48%) Banking
4 6 (19.35%) Automotive
4 6 (19.35%) Marketing
5 4 (12.90%) Games
6 1 (3.23%) Electronics
Job Titles
1 15 (48.39%) Analyst
2 13 (41.94%) Developer
3 11 (35.48%) Python Developer
4 6 (19.35%) C++ Developer
4 6 (19.35%) C++ Quantitative Developer
4 6 (19.35%) Data Analyst
4 6 (19.35%) Quantitative Developer
4 6 (19.35%) Statistical Analyst
5 5 (16.13%) Business Analyst
5 5 (16.13%) Front Office Developer
6 4 (12.90%) Senior Analyst
7 3 (9.68%) Agile Business Analyst
7 3 (9.68%) Automotive Business Analyst
7 3 (9.68%) Business Data Analyst
7 3 (9.68%) Junior
7 3 (9.68%) Qualitative Analyst
7 3 (9.68%) Quantitative Analyst
7 3 (9.68%) Statistical Data Analyst
8 2 (6.45%) Insurance Systems Analyst
8 2 (6.45%) Reinsurance Business Analyst
Libraries, Frameworks & Software Standards
1 2 (6.45%) HTML
2 1 (3.23%) .NET
2 1 (3.23%) ASP.NET
2 1 (3.23%) CSS
2 1 (3.23%) Flask
2 1 (3.23%) NumPy
2 1 (3.23%) Pandas
2 1 (3.23%) RESTful
2 1 (3.23%) scikit-learn
2 1 (3.23%) XML
Miscellaneous
1 13 (41.94%) Computer Science
2 5 (16.13%) Analytical Skills
3 3 (9.68%) Algorithms
3 3 (9.68%) User Experience
4 2 (6.45%) Foreign Exchange (FX)
4 2 (6.45%) Mobile Games
4 2 (6.45%) Reinsurance
5 1 (3.23%) Blog
5 1 (3.23%) Management Information System
5 1 (3.23%) Market Risk
Operating Systems
1 12 (38.71%) Linux
1 12 (38.71%) Windows
Processes & Methodologies
1 14 (45.16%) Mathematics
2 11 (35.48%) Functional Programming
2 11 (35.48%) Physics
2 11 (35.48%) SDLC
3 6 (19.35%) Agile Software Development
3 6 (19.35%) Conceptual Models
4 5 (16.13%) Analytics
4 5 (16.13%) Data Analysis
5 3 (9.68%) Business Intelligence
5 3 (9.68%) Data Mapping
5 3 (9.68%) Data Modelling
5 3 (9.68%) Qualitative Analysis
5 3 (9.68%) RAD
5 3 (9.68%) Risk Management
5 3 (9.68%) Stakeholder Management
5 3 (9.68%) Statistics
5 3 (9.68%) User Stories
6 2 (6.45%) Business Analysis
6 2 (6.45%) Customer Insight
6 2 (6.45%) Predictive Modelling
Programming Languages
1 20 (64.52%) Python
2 12 (38.71%) C++
3 7 (22.58%) R
4 5 (16.13%) MATLAB
4 5 (16.13%) SQL
5 2 (6.45%) C#
5 2 (6.45%) VBA
6 1 (3.23%) C
6 1 (3.23%) Java
6 1 (3.23%) T-SQL
Qualifications
1 13 (41.94%) Degree
2 2 (6.45%) PhD
Quality Assurance & Compliance
1 2 (6.45%) QA
2 1 (3.23%) Data Quality
Vendors
1 2 (6.45%) Microsoft
2 1 (3.23%) Alteryx
2 1 (3.23%) Google
2 1 (3.23%) Salesforce.com
2 1 (3.23%) Tableau
2 1 (3.23%) Twitter
City, London
Experis Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: Yesterday
City, London
Michael Page International
Salary: £52000 - £60000 per annum + generous bonus
Posted: Yesterday
City, London
Single Source Regulations Office
Posted: Yesterday
City of London
Michael Page Technology
Salary: £52000 - £60000 per annum + generous bonus
Posted: 12 days ago