Period
to 23 January 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 23 January 2018 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Central London > City of London
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 303 322 360
Rank change year-on-year +19 +38 +68
Permanent jobs citing Statistical Modelling 25 18 26
As % of all permanent IT jobs advertised in the City of London 0.24% 0.17% 0.19%
As % of the Processes & Methodologies category 0.26% 0.19% 0.21%
Number of salaries quoted 25 17 26
City of London median annual salary £70,000 £52,500 £37,500
Median salary % change year-on-year +33.33% +40.00% -16.67%
10th Percentile £42,500 £37,500 £30,000
90th Percentile £95,000 £91,250 £71,250
Central London median annual salary £70,000 £55,000 £60,000
% change year-on-year +27.27% -8.33% +20.00%

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 9,590 9,435 12,558
As % of all permanent IT jobs advertised in the City of London 90.89% 89.19% 89.66%
Number of salaries quoted 8,539 8,586 11,073
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 £36,125 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,500 £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 23 January 2018.

Salary histogram for Statistical Modelling in the City of London

Statistical Modelling
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the City of London region over the 6 months to 23 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Moorgate - 3 £90,000 -
Statistical Modelling
Central London

For the 6 months to 23 January 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 18 (72.00%) Python
1 18 (72.00%) Machine Learning
2 15 (60.00%) R
2 15 (60.00%) Analytics
3 14 (56.00%) Data Mining
4 12 (48.00%) Big Data
4 12 (48.00%) Visualisation
5 11 (44.00%) SAS
6 10 (40.00%) SQL
6 10 (40.00%) Tableau
7 9 (36.00%) Data Visualisation
7 9 (36.00%) Algorithms
7 9 (36.00%) Hadoop
8 8 (32.00%) Degree
8 8 (32.00%) Stakeholder Management
8 8 (32.00%) Scala
9 7 (28.00%) Finance
9 7 (28.00%) Business Intelligence
9 7 (28.00%) PhD
9 7 (28.00%) Data Warehouse
9 7 (28.00%) Banking
9 7 (28.00%) Data Analysis
10 6 (24.00%) Teradata
10 6 (24.00%) Statistics
10 6 (24.00%) QlikView
10 6 (24.00%) SAP
10 6 (24.00%) Oracle Reports
10 6 (24.00%) Oracle
10 6 (24.00%) Validation
10 6 (24.00%) Apache Hive

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 11 (44.00%) SAS
2 6 (24.00%) Apache Spark
3 3 (12.00%) Apache Pig
4 1 (4.00%) Apache
Applications
1 3 (12.00%) SPSS
Database & Business Intelligence
1 14 (56.00%) Data Mining
2 12 (48.00%) Big Data
3 9 (36.00%) Hadoop
4 7 (28.00%) Data Warehouse
5 6 (24.00%) Apache Hive
5 6 (24.00%) Lumira
5 6 (24.00%) Oracle Reports
5 6 (24.00%) QlikView
6 5 (20.00%) Text Mining
7 3 (12.00%) BusinessObjects
7 3 (12.00%) Flink
7 3 (12.00%) MongoDB
7 3 (12.00%) PostgreSQL
7 3 (12.00%) Relational Database
8 2 (8.00%) Data Lake
8 2 (8.00%) SQL Server
8 2 (8.00%) Sybase IQ
9 1 (4.00%) OLAP
9 1 (4.00%) SQL Server Integration Services
9 1 (4.00%) SQL Server Reporting Services
General
1 7 (28.00%) Banking
1 7 (28.00%) Finance
2 3 (12.00%) Marketing
3 1 (4.00%) Retail
Job Titles
1 13 (52.00%) Data Scientist
2 3 (12.00%) Analyst
2 3 (12.00%) MI Manager
2 3 (12.00%) Report Manager
3 2 (8.00%) Credit Analyst
3 2 (8.00%) Data Analyst
3 2 (8.00%) Statistical Analyst
4 1 (4.00%) Business Intelligence Developer
4 1 (4.00%) Credit Risk Analyst
4 1 (4.00%) Data Manager
4 1 (4.00%) Developer
4 1 (4.00%) Development Manager
4 1 (4.00%) Head of Analytics
4 1 (4.00%) Head of Business Intelligence
4 1 (4.00%) Risk Analyst
4 1 (4.00%) Risk Data Analyst
4 1 (4.00%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 6 (24.00%) TensorFlow
2 2 (8.00%) Natural Language Processing
3 1 (4.00%) D3.js
3 1 (4.00%) ggplot
3 1 (4.00%) Keras
3 1 (4.00%) Theano
3 1 (4.00%) Torch
Miscellaneous
1 9 (36.00%) Algorithms
2 6 (24.00%) Virtual Team
3 5 (20.00%) Computer Science
4 3 (12.00%) Equities
5 2 (8.00%) Analytical Skills
5 2 (8.00%) Credit Risk
5 2 (8.00%) Fintech
6 1 (4.00%) Greenfield Project
Processes & Methodologies
1 18 (72.00%) Machine Learning
2 15 (60.00%) Analytics
3 12 (48.00%) Visualisation
4 9 (36.00%) Data Visualisation
5 8 (32.00%) Stakeholder Management
6 7 (28.00%) Business Intelligence
6 7 (28.00%) Data Analysis
7 6 (24.00%) Statistics
7 6 (24.00%) Validation
8 5 (20.00%) Mathematics
9 4 (16.00%) Data Analytics
9 4 (16.00%) Data Management
9 4 (16.00%) Random Forest
10 3 (12.00%) Data Engineering
10 3 (12.00%) Mentoring
10 3 (12.00%) Neural Network
10 3 (12.00%) Open Source
10 3 (12.00%) Predictive Analytics
10 3 (12.00%) Predictive Modelling
10 3 (12.00%) Statistical Analysis
Programming Languages
1 18 (72.00%) Python
2 15 (60.00%) R
3 10 (40.00%) SQL
4 8 (32.00%) Scala
5 3 (12.00%) Cypher
5 3 (12.00%) Java
5 3 (12.00%) MATLAB
6 1 (4.00%) C#
6 1 (4.00%) T-SQL
Qualifications
1 8 (32.00%) Degree
2 7 (28.00%) PhD
3 4 (16.00%) Computer Science Degree
4 2 (8.00%) Master's Degree
4 2 (8.00%) Numerate Degree
5 1 (4.00%) Postgraduate
Quality Assurance & Compliance
1 3 (12.00%) Data Quality
Systems Management
1 1 (4.00%) Hadoop YARN
Vendors
1 10 (40.00%) Tableau
2 6 (24.00%) Oracle
2 6 (24.00%) SAP
2 6 (24.00%) Teradata
3 3 (12.00%) MicroStrategy
4 2 (8.00%) Sybase