Period
to 19 April 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 6 months to 19 April 2018 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Central London > City of London
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 314 318 347
Rank change year-on-year +4 +29 +89
Permanent jobs citing Statistical Modelling 24 18 32
As % of all permanent IT jobs advertised in the City of London 0.22% 0.17% 0.23%
As % of the Processes & Methodologies category 0.24% 0.19% 0.25%
Number of salaries quoted 24 18 31
City of London median annual salary £57,500 £66,250 £55,000
Median salary % change year-on-year -13.21% +20.45% +10.00%
10th Percentile £42,500 £39,250 £39,000
90th Percentile £90,000 £90,000 £81,250
Central London median annual salary £57,500 £66,250 £60,000
% change year-on-year -13.21% +10.42% +9.09%

Statistical Modelling 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 9,986 9,437 12,595
As % of all permanent IT jobs advertised in the City of London 92.43% 90.65% 91.31%
Number of salaries quoted 8,794 8,567 11,264
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £36,250 £36,150 £35,553
90th Percentile £94,775 £92,500 £90,000
Central London median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +4.55%

Statistical Modelling
Job Vacancy Trend in the City of London

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

Job vacancy trend for Statistical Modelling in the City of London

Statistical Modelling
Salary Trend in the City of London

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

Salary trend for Statistical Modelling in the City of London

Statistical Modelling
Salary Histogram in the City of London

The salary distribution of IT jobs citing Statistical Modelling in the City of London over the 6 months to 19 April 2018.

Salary histogram for Statistical Modelling in the City of London

For the 6 months to 19 April 2018, IT jobs citing Statistical Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Statistical Modelling.

1 16 (66.67%) Analytics
2 15 (62.50%) Machine Learning
2 15 (62.50%) Data Science
3 14 (58.33%) Python
4 11 (45.83%) R
5 9 (37.50%) Big Data
5 9 (37.50%) Statistics
5 9 (37.50%) SQL
5 9 (37.50%) Finance
6 7 (29.17%) Computer Science
6 7 (29.17%) Algorithms
7 6 (25.00%) Fintech
7 6 (25.00%) Natural Language Processing
7 6 (25.00%) Degree
7 6 (25.00%) Hadoop
7 6 (25.00%) PhD
8 5 (20.83%) SAS
8 5 (20.83%) Stakeholder Management
8 5 (20.83%) Data Mining
8 5 (20.83%) Data Management
8 5 (20.83%) Scala
8 5 (20.83%) Visualisation
8 5 (20.83%) Predictive Analytics
9 4 (16.67%) Mathematics
9 4 (16.67%) Data Analysis
9 4 (16.67%) Agile Software Development
9 4 (16.67%) Banking
9 4 (16.67%) Business Intelligence
9 4 (16.67%) C#
9 4 (16.67%) SDLC

Statistical Modelling
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 5 (20.83%) SAS
2 3 (12.50%) Apache Spark
3 1 (4.17%) Apache
Applications
1 3 (12.50%) SPSS
Cloud Services
1 3 (12.50%) Microsoft Azure
Database & Business Intelligence
1 9 (37.50%) Big Data
2 6 (25.00%) Hadoop
3 5 (20.83%) Data Mining
4 3 (12.50%) Apache Hive
4 3 (12.50%) BusinessObjects
4 3 (12.50%) MongoDB
4 3 (12.50%) PostgreSQL
4 3 (12.50%) Relational Database
5 2 (8.33%) Data Lake
5 2 (8.33%) Sybase IQ
6 1 (4.17%) Neo4j
6 1 (4.17%) Power BI
6 1 (4.17%) QlikView
6 1 (4.17%) Text Mining
General
1 9 (37.50%) Finance
2 4 (16.67%) Banking
3 3 (12.50%) Marketing
4 1 (4.17%) Retail
Job Titles
1 10 (41.67%) Data Scientist
2 5 (20.83%) Analyst
3 3 (12.50%) C# Developer
3 3 (12.50%) C# WCF Developer
3 3 (12.50%) C# WPF Developer
3 3 (12.50%) Data Analyst
3 3 (12.50%) Developer
3 3 (12.50%) MI Manager
3 3 (12.50%) Report Manager
3 3 (12.50%) WCF Developer
3 3 (12.50%) WPF Developer
4 2 (8.33%) Credit Analyst
4 2 (8.33%) Head of Data Science
4 2 (8.33%) Senior Data Scientist
4 2 (8.33%) Statistical Analyst
5 1 (4.17%) Credit Risk Analyst
5 1 (4.17%) Financial Analyst
5 1 (4.17%) Head of Business Intelligence
5 1 (4.17%) Risk Analyst
5 1 (4.17%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 6 (25.00%) Natural Language Processing
2 3 (12.50%) .NET
2 3 (12.50%) WCF
2 3 (12.50%) WPF
3 2 (8.33%) D3.js
3 2 (8.33%) TensorFlow
4 1 (4.17%) ggplot
4 1 (4.17%) Keras
4 1 (4.17%) Theano
4 1 (4.17%) Torch
Miscellaneous
1 7 (29.17%) Algorithms
1 7 (29.17%) Computer Science
2 6 (25.00%) Fintech
3 3 (12.50%) Analytical Skills
4 2 (8.33%) Credit Risk
Processes & Methodologies
1 16 (66.67%) Analytics
2 15 (62.50%) Data Science
2 15 (62.50%) Machine Learning
3 9 (37.50%) Statistics
4 5 (20.83%) Data Management
4 5 (20.83%) Predictive Analytics
4 5 (20.83%) Stakeholder Management
4 5 (20.83%) Visualisation
5 4 (16.67%) Agile Software Development
5 4 (16.67%) Business Intelligence
5 4 (16.67%) Data Analysis
5 4 (16.67%) Mathematics
5 4 (16.67%) Random Forest
5 4 (16.67%) SDLC
6 3 (12.50%) Data Analytics
6 3 (12.50%) Data Visualisation
6 3 (12.50%) Mentoring
7 2 (8.33%) Business Analytics
7 2 (8.33%) Open Source
7 2 (8.33%) Stakeholder Engagement
Programming Languages
1 14 (58.33%) Python
2 11 (45.83%) R
3 9 (37.50%) SQL
4 5 (20.83%) Scala
5 4 (16.67%) C#
6 3 (12.50%) Cypher
6 3 (12.50%) Java
6 3 (12.50%) MATLAB
Qualifications
1 6 (25.00%) Degree
1 6 (25.00%) PhD
2 4 (16.67%) Computer Science Degree
3 2 (8.33%) Master's Degree
3 2 (8.33%) Numerate Degree
4 1 (4.17%) Postgraduate
Quality Assurance & Compliance
1 2 (8.33%) Data Quality
Vendors
1 3 (12.50%) MicroStrategy
2 2 (8.33%) Sybase
3 1 (4.17%) Alteryx
3 1 (4.17%) Tableau