Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Central London > City of London
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 338 317 331
Rank change year-on-year -21 +14 +101
Permanent jobs citing Statistical Modelling 17 19 49
As % of all permanent IT jobs advertised in the City of London 0.15% 0.18% 0.36%
As % of the Processes & Methodologies category 0.17% 0.20% 0.39%
Number of salaries quoted 17 18 44
City of London median annual salary £57,500 £70,000 £55,000
Median salary % change year-on-year -17.86% +27.27% +4.76%
10th Percentile £36,250 £45,000 £37,075
90th Percentile £106,000 £90,000 £76,250
Central London median annual salary £57,500 £70,000 £55,000
% change year-on-year -17.86% +27.27% -

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 10,282 9,315 12,433
As % of all permanent IT jobs advertised in the City of London 92.16% 90.49% 91.47%
Number of salaries quoted 9,144 8,381 11,247
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 £37,000 £35,000 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +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 18 July 2018.

Salary histogram for Statistical Modelling in the City of London

For the 6 months to 18 July 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 10 (58.82%) Finance
1 10 (58.82%) Statistics
1 10 (58.82%) Data Science
2 9 (52.94%) Machine Learning
2 9 (52.94%) Analytics
3 8 (47.06%) Python
4 7 (41.18%) Mathematics
4 7 (41.18%) Big Data
4 7 (41.18%) Algorithms
5 6 (35.29%) Degree
5 6 (35.29%) R
6 5 (29.41%) Natural Language Processing
6 5 (29.41%) Predictive Analytics
6 5 (29.41%) Computer Science
6 5 (29.41%) C#
6 5 (29.41%) Agile Software Development
7 4 (23.53%) PhD
7 4 (23.53%) SQL
7 4 (23.53%) Analytical Skills
7 4 (23.53%) Fintech
7 4 (23.53%) SDLC
8 3 (17.65%) .NET
8 3 (17.65%) Data Analysis
8 3 (17.65%) WCF
8 3 (17.65%) WPF
8 3 (17.65%) Microsoft Azure
9 2 (11.76%) Hadoop
9 2 (11.76%) Business Intelligence
9 2 (11.76%) Predictive Modelling
9 2 (11.76%) Unit Testing

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 1 (5.88%) Apache Spark
1 1 (5.88%) SAS
Cloud Services
1 3 (17.65%) Microsoft Azure
Database & Business Intelligence
1 7 (41.18%) Big Data
2 2 (11.76%) Data Mining
2 2 (11.76%) Hadoop
2 2 (11.76%) SQL Server
3 1 (5.88%) Data Lake
3 1 (5.88%) Power BI
3 1 (5.88%) QlikView
General
1 10 (58.82%) Finance
2 2 (11.76%) Banking
3 1 (5.88%) Financial Institution
3 1 (5.88%) Mandarin Language
3 1 (5.88%) Marketing
3 1 (5.88%) Retail
Job Titles
1 9 (52.94%) Data Scientist
2 4 (23.53%) Developer
3 3 (17.65%) Analyst
3 3 (17.65%) C# Developer
3 3 (17.65%) C# WCF Developer
3 3 (17.65%) C# WPF Developer
3 3 (17.65%) Senior Data Scientist
3 3 (17.65%) WCF Developer
3 3 (17.65%) WPF Developer
4 2 (11.76%) Data Engineer
5 1 (5.88%) Banking Analyst
5 1 (5.88%) Data Analytics Analyst
5 1 (5.88%) Data Analytics Scientist
5 1 (5.88%) Data Insight Analyst
5 1 (5.88%) Data Science Graduate
5 1 (5.88%) Financial Analyst
5 1 (5.88%) Insight Analyst
5 1 (5.88%) Insight Data Analyst
5 1 (5.88%) Machine Learning Scientist
5 1 (5.88%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 5 (29.41%) Natural Language Processing
2 3 (17.65%) .NET
2 3 (17.65%) WCF
2 3 (17.65%) WPF
3 1 (5.88%) D3.js
Miscellaneous
1 7 (41.18%) Algorithms
2 5 (29.41%) Computer Science
3 4 (23.53%) Analytical Skills
3 4 (23.53%) Fintech
4 2 (11.76%) Fixed Income
5 1 (5.88%) Analytical Mindset
5 1 (5.88%) Equity Risk
5 1 (5.88%) Greenfield Project
Processes & Methodologies
1 10 (58.82%) Data Science
1 10 (58.82%) Statistics
2 9 (52.94%) Analytics
2 9 (52.94%) Machine Learning
3 7 (41.18%) Mathematics
4 5 (29.41%) Agile Software Development
4 5 (29.41%) Predictive Analytics
5 4 (23.53%) SDLC
6 3 (17.65%) Data Analysis
7 2 (11.76%) Artificial Intelligence
7 2 (11.76%) Business Intelligence
7 2 (11.76%) Econometric Modelling
7 2 (11.76%) Economics
7 2 (11.76%) Integration Testing
7 2 (11.76%) Issue Tracking
7 2 (11.76%) Physics
7 2 (11.76%) Predictive Modelling
7 2 (11.76%) Problem-Solving
7 2 (11.76%) Unit Testing
8 1 (5.88%) Critical Thinking
Programming Languages
1 8 (47.06%) Python
2 6 (35.29%) R
3 5 (29.41%) C#
4 4 (23.53%) SQL
5 1 (5.88%) Java
5 1 (5.88%) Scala
Qualifications
1 6 (35.29%) Degree
2 4 (23.53%) PhD
3 2 (11.76%) Computer Science Degree
3 2 (11.76%) Master's Degree
4 1 (5.88%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
Vendors
1 2 (11.76%) Oracle
2 1 (5.88%) Alteryx
2 1 (5.88%) Tableau