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

Statistical Modelling
London / City of London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 216 246 314
Rank change year-on-year +30 +68  
Permanent jobs citing Statistical Modelling 7 22 5
As % of all permanent IT jobs advertised in the City of London 0.14% 0.31% 0.048%
As % of the Processes & Methodologies category 0.15% 0.34% 0.055%
Number of salaries quoted 7 21 5
Median salary £70,000 £50,000 £52,500
Median salary % change year-on-year +40.00% -4.76%  
90% offered a salary of more than £56,500 £41,000 £45,500
10% offered a salary of more than £80,000 £77,500 £54,000
UK excluding London median salary £42,500 £55,000 £50,000
% change year-on-year -22.72% +10.00%  

Statistical Modelling 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%  

Statistical Modelling
Job Vacancy Trend in the City of London

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

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 3 months to 29 March 2017.

Salary histogram for Statistical Modelling in the City of London

For the 6 months to 29 March 2017, IT jobs citing Statistical Modelling 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 Modelling.

1 10 (66.67%) R
1 10 (66.67%) Python
2 9 (60.00%) Machine Learning
2 9 (60.00%) Analytics
3 8 (53.33%) Big Data
4 7 (46.67%) Apache Spark
4 7 (46.67%) Scala
4 7 (46.67%) Business Intelligence
5 6 (40.00%) Data Analysis
6 5 (33.33%) Stakeholder Management
6 5 (33.33%) Data Mining
6 5 (33.33%) Analytical Skills
7 4 (26.67%) Apache Pig
7 4 (26.67%) Hadoop
7 4 (26.67%) Tableau
7 4 (26.67%) Apache Hive
7 4 (26.67%) PhD
7 4 (26.67%) SAS
7 4 (26.67%) Finance
7 4 (26.67%) Marketing
7 4 (26.67%) Predictive Analytics
7 4 (26.67%) Actionable Insight
8 3 (20.00%) Data Lake
8 3 (20.00%) Computer Science
8 3 (20.00%) Banking
8 3 (20.00%) Web Analytics
8 3 (20.00%) SPSS
8 3 (20.00%) C#
8 3 (20.00%) SQL
8 3 (20.00%) Visualisation

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 7 (46.67%) Apache Spark
2 4 (26.67%) Apache Pig
2 4 (26.67%) SAS
Applications
1 3 (20.00%) SPSS
2 2 (13.33%) Spreadsheet
3 1 (6.67%) MS PowerPoint
Cloud Services
1 1 (6.67%) Google Cloud Platform
1 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 8 (53.33%) Big Data
2 5 (33.33%) Data Mining
3 4 (26.67%) Apache Hive
3 4 (26.67%) Hadoop
4 3 (20.00%) Data Lake
5 2 (13.33%) BigQuery
5 2 (13.33%) MySQL
5 2 (13.33%) QlikView
6 1 (6.67%) Data Warehouse
6 1 (6.67%) HDInsight
6 1 (6.67%) Lumira
6 1 (6.67%) Oracle Reports
6 1 (6.67%) Power BI
6 1 (6.67%) Qlik Sense
6 1 (6.67%) Text Mining
General
1 4 (26.67%) Finance
1 4 (26.67%) Marketing
2 3 (20.00%) Banking
3 2 (13.33%) Retail
Job Titles
1 11 (73.33%) Data Scientist
2 3 (20.00%) Consultant
3 2 (13.33%) Analyst
3 2 (13.33%) Data Analyst
3 2 (13.33%) Tableau Consultant
4 1 (6.67%) Senior Consultant
Libraries, Frameworks & Software Standards
1 1 (6.67%) D3.js
Miscellaneous
1 5 (33.33%) Analytical Skills
2 3 (20.00%) Computer Science
2 3 (20.00%) Credit Risk
3 1 (6.67%) Algorithms
3 1 (6.67%) Mobile App
3 1 (6.67%) Virtual Team
Processes & Methodologies
1 9 (60.00%) Analytics
1 9 (60.00%) Machine Learning
2 7 (46.67%) Business Intelligence
3 6 (40.00%) Data Analysis
4 5 (33.33%) Stakeholder Management
5 4 (26.67%) Actionable Insight
5 4 (26.67%) Predictive Analytics
6 3 (20.00%) DevOps
6 3 (20.00%) Open Source
6 3 (20.00%) Visualisation
6 3 (20.00%) Web Analytics
7 2 (13.33%) Dashboard Development
7 2 (13.33%) Regression Analysis
7 2 (13.33%) Statistics
8 1 (6.67%) Artificial Intelligence
8 1 (6.67%) Business Development
8 1 (6.67%) ETL
8 1 (6.67%) People Management
8 1 (6.67%) Project Management
8 1 (6.67%) Validation
Programming Languages
1 10 (66.67%) Python
1 10 (66.67%) R
2 7 (46.67%) Scala
3 3 (20.00%) C#
3 3 (20.00%) SQL
Qualifications
1 4 (26.67%) PhD
2 3 (20.00%) Degree
Vendors
1 4 (26.67%) Tableau
2 1 (6.67%) Oracle
2 1 (6.67%) SAP
2 1 (6.67%) Teradata
City, London
TEKsystems
Salary: £40000 - £70000 per annum + benefits + bonus
Posted: 5 days ago
City, London
Martin & Conley
Salary: £54000 - £75000 per annum + bonus
Posted: 6 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 25 days ago