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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 232 257 304
Rank change year-on-year
+25 +47
Permanent jobs citing Predictive Modelling 4 6 25
As % of all permanent IT jobs located in the City of London 0.075% 0.088% 0.23%
As % of the Processes & Methodologies category 0.087% 0.10% 0.27%
Number of salaries quoted 4 6 22
Median salary £45,000 £47,250 £67,750
Median salary % change year-on-year
-4.76% -30.25%
90% offered a salary of more than £41,500 £39,500 £45,500
10% offered a salary of more than £51,300 £80,000 £68,000
UK excluding London median salary £46,500 £55,000 £44,000
% change year-on-year
-15.45% +25.00%
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
4617 5994 9322
As % of all permanent IT jobs located in the City of London 86.82% 88.29% 84.71%
Number of salaries quoted 4164 5295 8061
Median salary £59,000 £60,000 £57,500
Median salary % change year-on-year
-1.66% +4.34%
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £90,000 £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
Top 30 Related IT Skills in the City of London

For the 6 months to 9 December 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 16 (69.57%) Analytics
2 12 (52.17%) SAS
2 12 (52.17%) Analytical Skills
3 11 (47.83%) Degree
4 10 (43.48%) Mathematics
4 10 (43.48%) SQL
4 10 (43.48%) Finance
5 9 (39.13%) Data Mining
5 9 (39.13%) Python
6 8 (34.78%) Statistics
6 8 (34.78%) Marketing
6 8 (34.78%) Machine Learning
7 6 (26.09%) Computer Science
7 6 (26.09%) Big Data
8 5 (21.74%) Hadoop
8 5 (21.74%) R
8 5 (21.74%) Java
8 5 (21.74%) PhD
8 5 (21.74%) MATLAB
8 5 (21.74%) Games
9 4 (17.39%) Customer Intelligence
9 4 (17.39%) VBA
9 4 (17.39%) Open Source
9 4 (17.39%) Base SAS
9 4 (17.39%) Pega
9 4 (17.39%) Data Analytics
9 4 (17.39%) Actionable Insight
10 3 (13.04%) Apache Spark
10 3 (13.04%) Algorithms
10 3 (13.04%) Financial Modelling

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 12 (52.17%) SAS
2 3 (13.04%) Apache Spark
3 1 (4.35%) IPython
3 1 (4.35%) Jupyter
Applications
1 2 (8.70%) SPSS
2 1 (4.35%) MS Excel
Cloud Services
1 1 (4.35%) AdWords
1 1 (4.35%) Amazon AWS
1 1 (4.35%) Amazon EC2
1 1 (4.35%) Amazon Kinesis
1 1 (4.35%) AWS Elastic Beanstalk
1 1 (4.35%) Google Analytics
Communications & Networking
1 2 (8.70%) ATM
1 2 (8.70%) Internet
1 2 (8.70%) SMS
Database & Business Intelligence
1 9 (39.13%) Data Mining
2 6 (26.09%) Big Data
3 5 (21.74%) Hadoop
4 4 (17.39%) Base SAS
5 3 (13.04%) Data Warehouse
6 2 (8.70%) Relational Database
7 1 (4.35%) Amazon Redshift
7 1 (4.35%) Apache Hive
7 1 (4.35%) BusinessObjects
7 1 (4.35%) Enterprise Data Warehouse
7 1 (4.35%) MySQL
7 1 (4.35%) NoSQL
7 1 (4.35%) RDBMS
7 1 (4.35%) SQL Server
7 1 (4.35%) SQL Server Analysis Services
7 1 (4.35%) SQL Server Integration Services
7 1 (4.35%) SQL Server Reporting Services
7 1 (4.35%) Text Mining
General
1 10 (43.48%) Finance
2 8 (34.78%) Marketing
3 5 (21.74%) Games
4 2 (8.70%) Telecoms
5 1 (4.35%) Advertising
5 1 (4.35%) Electronics
5 1 (4.35%) Publishing
Job Titles
1 14 (60.87%) Analyst
2 8 (34.78%) Data Scientist
3 7 (30.43%) SAS Analyst
4 4 (17.39%) Machine Learning Scientist
5 3 (13.04%) Financial Analyst
5 3 (13.04%) Graduate
6 2 (8.70%) Campaign Analyst
6 2 (8.70%) Insight Analyst
6 2 (8.70%) Junior
6 2 (8.70%) Junior Analyst
6 2 (8.70%) Junior Quantitative Analyst
6 2 (8.70%) Qualitative Analyst
6 2 (8.70%) Quantitative Analyst
7 1 (4.35%) Business Intelligence Lead
7 1 (4.35%) Data Analyst
7 1 (4.35%) Excel Analyst
7 1 (4.35%) Google Analytics Analyst
7 1 (4.35%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (8.70%) D3.js
2 1 (4.35%) Natural Language Processing
2 1 (4.35%) PyMC3
2 1 (4.35%) scikit-learn
Miscellaneous
1 12 (52.17%) Analytical Skills
2 10 (43.48%) Mathematics
3 8 (34.78%) Statistics
4 6 (26.09%) Computer Science
5 3 (13.04%) Algorithms
5 3 (13.04%) Economics
5 3 (13.04%) Visualisation
6 2 (8.70%) Mobile App
6 2 (8.70%) Online Games
6 2 (8.70%) Social Media
7 1 (4.35%) Artificial Intelligence
7 1 (4.35%) Clustering
7 1 (4.35%) Neural Network
7 1 (4.35%) Physics
7 1 (4.35%) Social Network
Processes & Methodologies
1 16 (69.57%) Analytics
2 8 (34.78%) Machine Learning
3 4 (17.39%) Actionable Insight
3 4 (17.39%) Customer Intelligence
3 4 (17.39%) Data Analytics
3 4 (17.39%) Open Source
4 3 (13.04%) Financial Modelling
4 3 (13.04%) Operations Research
4 3 (13.04%) Statistical Analysis
5 2 (8.70%) Anomaly Detection
5 2 (8.70%) Customer Insight
5 2 (8.70%) Data Visualisation
5 2 (8.70%) Econometrics
5 2 (8.70%) Line Management
5 2 (8.70%) Marketing Analytics
5 2 (8.70%) Predictive Analytics
5 2 (8.70%) Presales
5 2 (8.70%) Project Management
5 2 (8.70%) Software Engineering
5 2 (8.70%) Statistical Modelling
Programming Languages
1 10 (43.48%) SQL
2 9 (39.13%) Python
3 5 (21.74%) Java
3 5 (21.74%) MATLAB
3 5 (21.74%) R
4 4 (17.39%) VBA
5 2 (8.70%) C++
5 2 (8.70%) Scala
6 1 (4.35%) Julia
Qualifications
1 11 (47.83%) Degree
2 5 (21.74%) PhD
System Software
1 1 (4.35%) Docker
Vendors
1 4 (17.39%) Pega
2 2 (8.70%) Facebook
3 1 (4.35%) Google
3 1 (4.35%) Microsoft
3 1 (4.35%) Netezza
3 1 (4.35%) Oracle
3 1 (4.35%) Tableau
City of London
Cititec Associates Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 10 days ago