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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 231 305 297
Rank change year-on-year
+74 -8
Permanent jobs citing Predictive Modelling 19 3 38
As % of all permanent IT jobs located in the City of London 0.31% 0.031% 0.32%
As % of the Processes & Methodologies category 0.34% 0.036% 0.38%
Number of salaries quoted 18 2 31
Median salary £48,000 £50,000 £70,000
Median salary % change year-on-year
-4.00% -28.57%
90% offered a salary of more than £32,500 £50,000 £50,000
10% offered a salary of more than £58,000 £50,000 £80,000
UK excluding London median salary £39,000 £45,000 £38,750
% change year-on-year
-13.33% +16.12%
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
5513 8348 10008
As % of all permanent IT jobs located in the City of London 89.15% 87.42% 85.38%
Number of salaries quoted 5033 7137 8305
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 30 August 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 30 August 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 24 (77.42%) Analytics
2 21 (67.74%) SAS
3 20 (64.52%) SQL
3 20 (64.52%) Analytical Skills
4 19 (61.29%) Finance
4 19 (61.29%) Degree
5 18 (58.06%) Mathematics
6 17 (54.84%) Marketing
7 16 (51.61%) Statistics
8 11 (35.48%) Data Analytics
9 10 (32.26%) Machine Learning
9 10 (32.26%) Actionable Insight
9 10 (32.26%) Data Mining
9 10 (32.26%) Games
9 10 (32.26%) E-Commerce
10 9 (29.03%) Telecoms
10 9 (29.03%) Internet
10 9 (29.03%) Econometrics
10 9 (29.03%) Marketing Analytics
10 9 (29.03%) Online Games
11 8 (25.81%) Big Data
11 8 (25.81%) Python
12 7 (22.58%) R
12 7 (22.58%) Hadoop
13 6 (19.35%) Visualisation
13 6 (19.35%) MATLAB
13 6 (19.35%) Data Warehouse
14 5 (16.13%) Java
14 5 (16.13%) ATM
14 5 (16.13%) SMS

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 21 (67.74%) SAS
2 4 (12.90%) Apache Spark
3 1 (3.23%) IPython
3 1 (3.23%) Jupyter
Applications
1 2 (6.45%) SPSS
2 1 (3.23%) MS Excel
Cloud Services
1 1 (3.23%) AdWords
1 1 (3.23%) Amazon AWS
1 1 (3.23%) Amazon EC2
1 1 (3.23%) Amazon Kinesis
1 1 (3.23%) AWS Elastic Beanstalk
1 1 (3.23%) Google Analytics
Communications & Networking
1 9 (29.03%) Internet
2 5 (16.13%) ATM
2 5 (16.13%) SMS
Database & Business Intelligence
1 10 (32.26%) Data Mining
2 8 (25.81%) Big Data
3 7 (22.58%) Hadoop
4 6 (19.35%) Data Warehouse
5 4 (12.90%) Base SAS
6 3 (9.68%) Relational Database
7 2 (6.45%) Enterprise Data Warehouse
7 2 (6.45%) NoSQL
7 2 (6.45%) RDBMS
7 2 (6.45%) SQL Server
8 1 (3.23%) Amazon Redshift
8 1 (3.23%) Apache Hive
8 1 (3.23%) BusinessObjects
8 1 (3.23%) SQL Server Analysis Services
8 1 (3.23%) SQL Server Integration Services
8 1 (3.23%) SQL Server Reporting Services
8 1 (3.23%) Text Mining
General
1 19 (61.29%) Finance
2 17 (54.84%) Marketing
3 10 (32.26%) Games
4 9 (29.03%) Telecoms
5 2 (6.45%) Banking
5 2 (6.45%) Law
6 1 (3.23%) Advertising
6 1 (3.23%) Electronics
6 1 (3.23%) Publishing
Job Titles
1 17 (54.84%) Analyst
2 9 (29.03%) Data Scientist
2 9 (29.03%) SAS Analyst
3 6 (19.35%) Campaign Analyst
3 6 (19.35%) Insight Analyst
4 4 (12.90%) Machine Learning Scientist
5 3 (9.68%) Campaign Manager
5 3 (9.68%) Data Analyst
5 3 (9.68%) Financial Analyst
5 3 (9.68%) Graduate
5 3 (9.68%) Insight Manager
6 2 (6.45%) Business Data Analyst
6 2 (6.45%) Business Intelligence Analyst
6 2 (6.45%) Business Intelligence Data Analyst
6 2 (6.45%) Business Intelligence Lead
6 2 (6.45%) SAS BI Analyst
6 2 (6.45%) SAS Data Analyst
6 2 (6.45%) Senior Data Scientist
7 1 (3.23%) Google Analytics Analyst
7 1 (3.23%) Marketing Insight Analyst
Libraries, Frameworks & Software Standards
1 2 (6.45%) D3.js
2 1 (3.23%) Hibernate
2 1 (3.23%) Natural Language Processing
2 1 (3.23%) scikit-learn
2 1 (3.23%) Spring
2 1 (3.23%) Struts
Miscellaneous
1 20 (64.52%) Analytical Skills
2 18 (58.06%) Mathematics
3 16 (51.61%) Statistics
4 9 (29.03%) Online Games
5 6 (19.35%) Visualisation
6 5 (16.13%) Computer Science
6 5 (16.13%) Mobile App
6 5 (16.13%) Social Media
7 4 (12.90%) Algorithms
8 3 (9.68%) Economics
9 1 (3.23%) Applied Mathematics
9 1 (3.23%) Clustering
9 1 (3.23%) Neural Network
9 1 (3.23%) Physics
9 1 (3.23%) Social Network
Processes & Methodologies
1 24 (77.42%) Analytics
2 11 (35.48%) Data Analytics
3 10 (32.26%) Actionable Insight
3 10 (32.26%) E-Commerce
3 10 (32.26%) Machine Learning
4 9 (29.03%) Econometrics
4 9 (29.03%) Marketing Analytics
5 5 (16.13%) Business Intelligence
6 4 (12.90%) Customer Intelligence
6 4 (12.90%) Open Source
7 3 (9.68%) Campaign Analysis
7 3 (9.68%) Data Visualisation
7 3 (9.68%) Financial Modelling
7 3 (9.68%) Operations Research
7 3 (9.68%) Statistical Analysis
7 3 (9.68%) Statistical Modelling
8 2 (6.45%) Agile Software Development
8 2 (6.45%) Business Analysis
8 2 (6.45%) Predictive Analytics
8 2 (6.45%) Software Engineering
Programming Languages
1 20 (64.52%) SQL
2 8 (25.81%) Python
3 7 (22.58%) R
4 6 (19.35%) MATLAB
5 5 (16.13%) Java
6 4 (12.90%) VBA
7 2 (6.45%) C++
7 2 (6.45%) Scala
8 1 (3.23%) Julia
Qualifications
1 19 (61.29%) Degree
2 4 (12.90%) PhD
System Software
1 1 (3.23%) Docker
Vendors
1 5 (16.13%) Facebook
2 4 (12.90%) Pega
3 2 (6.45%) Netezza
3 2 (6.45%) Oracle
4 1 (3.23%) Google
4 1 (3.23%) Microsoft
4 1 (3.23%) Tableau
City, London
Networking People
Salary: £65000 - £85000 per annum + Share Options + Generous Benefits
Posted: 3 days ago