The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 222 280 300
Rank change year-on-year
+58 +20
Permanent jobs citing Predictive Modelling 15 8 31
As % of all permanent IT jobs located in the City of London 0.26% 0.094% 0.27%
As % of the Processes & Methodologies category 0.29% 0.11% 0.32%
Number of salaries quoted 14 7 25
Median salary £48,000 £40,000 £68,000
Median salary % change year-on-year
+20.00% -41.17%
90% offered a salary of more than £32,500 £37,500 £50,000
10% offered a salary of more than £54,700 £50,000 £72,500
UK excluding London median salary £45,000 £45,000 £31,250
% change year-on-year
- +44.00%
Predictive Modelling
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
5224 7404 9630
As % of all permanent IT jobs located in the City of London 88.86% 87.46% 84.74%
Number of salaries quoted 4769 6403 8047
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £42,500 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Modelling
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Predictive Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the City of London

Predictive Modelling
Salary Trend in the City of London

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

Predictive Modelling Salary Trend in the City of London

Predictive Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the City of London region over the 3 months to 1 October 2016.

Predictive Modelling Salary Histogram in the City of London

Predictive Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 1 October 2016, IT jobs citing Predictive 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 Predictive Modelling.

1 19 (73.08%) Analytics
2 17 (65.38%) Analytical Skills
2 17 (65.38%) SAS
3 15 (57.69%) SQL
3 15 (57.69%) Finance
3 15 (57.69%) Degree
4 14 (53.85%) Mathematics
5 13 (50.00%) Marketing
6 12 (46.15%) Statistics
7 9 (34.62%) Data Mining
8 8 (30.77%) Actionable Insight
8 8 (30.77%) Data Analytics
8 8 (30.77%) Machine Learning
9 7 (26.92%) Big Data
9 7 (26.92%) Games
10 6 (23.08%) Econometrics
10 6 (23.08%) E-Commerce
10 6 (23.08%) Python
10 6 (23.08%) Telecoms
10 6 (23.08%) Internet
10 6 (23.08%) Online Games
10 6 (23.08%) Hadoop
10 6 (23.08%) Marketing Analytics
11 5 (19.23%) Data Warehouse
11 5 (19.23%) Java
12 4 (15.38%) VBA
12 4 (15.38%) PhD
12 4 (15.38%) MATLAB
12 4 (15.38%) Business Intelligence
12 4 (15.38%) Customer Intelligence

Predictive Modelling
Top Related 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 17 (65.38%) SAS
2 3 (11.54%) Apache Spark
3 1 (3.85%) IPython
3 1 (3.85%) Jupyter
Applications
1 2 (7.69%) SPSS
2 1 (3.85%) MS Excel
Cloud Services
1 1 (3.85%) AdWords
1 1 (3.85%) Amazon AWS
1 1 (3.85%) Amazon EC2
1 1 (3.85%) Amazon Kinesis
1 1 (3.85%) AWS Elastic Beanstalk
1 1 (3.85%) Google Analytics
Communications & Networking
1 6 (23.08%) Internet
2 3 (11.54%) ATM
2 3 (11.54%) SMS
Database & Business Intelligence
1 9 (34.62%) Data Mining
2 7 (26.92%) Big Data
3 6 (23.08%) Hadoop
4 5 (19.23%) Data Warehouse
5 4 (15.38%) Base SAS
6 3 (11.54%) Relational Database
7 2 (7.69%) Enterprise Data Warehouse
7 2 (7.69%) RDBMS
7 2 (7.69%) SQL Server
8 1 (3.85%) Amazon Redshift
8 1 (3.85%) Apache Hive
8 1 (3.85%) BusinessObjects
8 1 (3.85%) NoSQL
8 1 (3.85%) SQL Server Analysis Services
8 1 (3.85%) SQL Server Integration Services
8 1 (3.85%) SQL Server Reporting Services
8 1 (3.85%) Text Mining
General
1 15 (57.69%) Finance
2 13 (50.00%) Marketing
3 7 (26.92%) Games
4 6 (23.08%) Telecoms
5 1 (3.85%) Advertising
5 1 (3.85%) Banking
5 1 (3.85%) Electronics
5 1 (3.85%) Law
5 1 (3.85%) Publishing
Job Titles
1 14 (53.85%) Analyst
2 8 (30.77%) SAS Analyst
3 7 (26.92%) Data Scientist
4 4 (15.38%) Machine Learning Scientist
5 3 (11.54%) Campaign Analyst
5 3 (11.54%) Campaign Manager
5 3 (11.54%) Financial Analyst
5 3 (11.54%) Graduate
5 3 (11.54%) Insight Analyst
5 3 (11.54%) Insight Manager
6 2 (7.69%) Business Intelligence Lead
6 2 (7.69%) Data Analyst
7 1 (3.85%) Business Data Analyst
7 1 (3.85%) Business Intelligence Analyst
7 1 (3.85%) Business Intelligence Data Analyst
7 1 (3.85%) Excel Analyst
7 1 (3.85%) Google Analytics Analyst
7 1 (3.85%) SAS BI Analyst
7 1 (3.85%) SAS Data Analyst
7 1 (3.85%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (7.69%) D3.js
2 1 (3.85%) Hibernate
2 1 (3.85%) Natural Language Processing
2 1 (3.85%) scikit-learn
2 1 (3.85%) Spring
2 1 (3.85%) Struts
Miscellaneous
1 17 (65.38%) Analytical Skills
2 14 (53.85%) Mathematics
3 12 (46.15%) Statistics
4 6 (23.08%) Online Games
5 4 (15.38%) Computer Science
5 4 (15.38%) Visualisation
6 3 (11.54%) Algorithms
6 3 (11.54%) Economics
6 3 (11.54%) Mobile App
6 3 (11.54%) Social Media
7 1 (3.85%) Clustering
7 1 (3.85%) Neural Network
7 1 (3.85%) Physics
7 1 (3.85%) Social Network
Processes & Methodologies
1 19 (73.08%) Analytics
2 8 (30.77%) Actionable Insight
2 8 (30.77%) Data Analytics
2 8 (30.77%) Machine Learning
3 6 (23.08%) E-Commerce
3 6 (23.08%) Econometrics
3 6 (23.08%) Marketing Analytics
4 4 (15.38%) Business Intelligence
4 4 (15.38%) Customer Intelligence
4 4 (15.38%) Open Source
5 3 (11.54%) Financial Modelling
5 3 (11.54%) Operations Research
6 2 (7.69%) Anomaly Detection
6 2 (7.69%) Campaign Analysis
6 2 (7.69%) Line Management
6 2 (7.69%) Predictive Analytics
6 2 (7.69%) Presales
6 2 (7.69%) Scrum
6 2 (7.69%) Software Engineering
6 2 (7.69%) Statistical Analysis
Programming Languages
1 15 (57.69%) SQL
2 6 (23.08%) Python
3 5 (19.23%) Java
4 4 (15.38%) MATLAB
4 4 (15.38%) R
4 4 (15.38%) VBA
5 2 (7.69%) C++
5 2 (7.69%) Scala
6 1 (3.85%) Julia
Qualifications
1 15 (57.69%) Degree
2 4 (15.38%) PhD
System Software
1 1 (3.85%) Docker
Vendors
1 4 (15.38%) Pega
2 3 (11.54%) Facebook
3 2 (7.69%) Netezza
3 2 (7.69%) Oracle
4 1 (3.85%) Google
4 1 (3.85%) Microsoft
4 1 (3.85%) Tableau