The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Modelling over the 3 months to 29 April 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
London / City of London
3 months to
29 Apr 2017
Same period 2016 Same period 2015
Rank 229 257 319
Rank change year-on-year +28 +62  
Permanent jobs citing Predictive Modelling 9 15 6
As % of all permanent IT jobs advertised in the City of London 0.17% 0.21% 0.057%
As % of the Processes & Methodologies category 0.19% 0.23% 0.064%
Number of salaries quoted 9 14 5
Median salary £55,000 £40,000 £57,500
Median salary % change year-on-year +37.50% -30.43%  
UK excluding London median salary £45,000 £60,000 £37,000
% change year-on-year -25.00% +62.16%  

Predictive 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 4806 6405 9350
As % of all permanent IT job vacancies advertised in the City of London 90.14% 90.93% 88.71%
Number of salaries quoted 4347 5754 7863
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 £42,500 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £84,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Modelling
Job Vacancy Trend in the City of London

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

Job vacancy trend for Predictive Modelling 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 in the City of London.

Salary trend for Predictive Modelling in the City of London

For the 6 months to 29 April 2017, 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 11 (68.75%) SQL
1 11 (68.75%) Python
2 9 (56.25%) Machine Learning
2 9 (56.25%) Analytics
3 7 (43.75%) Statistics
3 7 (43.75%) Hadoop
4 6 (37.50%) Data Analytics
4 6 (37.50%) Apache Cassandra
4 6 (37.50%) R
5 5 (31.25%) NoSQL
5 5 (31.25%) Cloudera
5 5 (31.25%) MATLAB
5 5 (31.25%) Performance Tuning
6 4 (25.00%) Apache Hive
6 4 (25.00%) Mathematics
6 4 (25.00%) Computer Science
7 3 (18.75%) Statistical Analysis
7 3 (18.75%) Big Data
7 3 (18.75%) PhD
8 2 (12.50%) Data Strategy
8 2 (12.50%) Data Mining
8 2 (12.50%) ETL
8 2 (12.50%) SQL Server
8 2 (12.50%) C++
8 2 (12.50%) JavaScript
8 2 (12.50%) Agile Software Development
8 2 (12.50%) Software Engineering
8 2 (12.50%) Games
8 2 (12.50%) Social Media
8 2 (12.50%) Amazon AWS

Predictive 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 1 (6.25%) Apache Spark
1 1 (6.25%) SAS
Applications
1 1 (6.25%) SPSS
Cloud Services
1 2 (12.50%) Amazon AWS
2 1 (6.25%) Amazon Kinesis
2 1 (6.25%) Amazon S3
2 1 (6.25%) Amazon SQS
Database & Business Intelligence
1 7 (43.75%) Hadoop
2 6 (37.50%) Apache Cassandra
3 5 (31.25%) NoSQL
4 4 (25.00%) Apache Hive
5 3 (18.75%) Big Data
6 2 (12.50%) Data Mining
6 2 (12.50%) SQL Server
7 1 (6.25%) Amazon Redshift
7 1 (6.25%) GIS
7 1 (6.25%) MySQL
7 1 (6.25%) PostgreSQL
7 1 (6.25%) Relational Database
7 1 (6.25%) SAS EBI
Development Applications
1 1 (6.25%) Git (software)
General
1 2 (12.50%) Games
2 1 (6.25%) Finance
Job Titles
1 5 (31.25%) Data Engineer
2 4 (25.00%) Analyst
2 4 (25.00%) Data Scientist
2 4 (25.00%) Junior
2 4 (25.00%) Junior Analyst
3 3 (18.75%) Junior Quantitative Analyst
3 3 (18.75%) Qualitative Analyst
3 3 (18.75%) Quantitative Analyst
4 2 (12.50%) Developer
4 2 (12.50%) Hadoop Developer
4 2 (12.50%) SQL Developer
5 1 (6.25%) Big Data Engineer
5 1 (6.25%) Data Analyst
5 1 (6.25%) Database Developer
5 1 (6.25%) Junior Data Analyst
5 1 (6.25%) Machine Learning Engineer
5 1 (6.25%) NoSQL Engineer
5 1 (6.25%) SQL Database Developer
5 1 (6.25%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) CNTK
1 1 (6.25%) NumPy
1 1 (6.25%) Pandas
1 1 (6.25%) PostGIS
1 1 (6.25%) scikit-learn
1 1 (6.25%) TensorFlow
1 1 (6.25%) Theano
1 1 (6.25%) Torch
1 1 (6.25%) Web Services
Miscellaneous
1 4 (25.00%) Computer Science
2 2 (12.50%) Social Media
3 1 (6.25%) Algorithms
3 1 (6.25%) Analytical Skills
3 1 (6.25%) Fintech
Processes & Methodologies
1 9 (56.25%) Analytics
1 9 (56.25%) Machine Learning
2 7 (43.75%) Statistics
3 6 (37.50%) Data Analytics
4 5 (31.25%) Performance Tuning
5 4 (25.00%) Mathematics
6 3 (18.75%) Statistical Analysis
7 2 (12.50%) Agile Software Development
7 2 (12.50%) Data Strategy
7 2 (12.50%) ETL
7 2 (12.50%) Software Engineering
8 1 (6.25%) Artificial Intelligence
8 1 (6.25%) Business Intelligence
8 1 (6.25%) CRM
8 1 (6.25%) Data Analysis
8 1 (6.25%) Data Cleansing
8 1 (6.25%) Data Engineering
8 1 (6.25%) Data Modelling
8 1 (6.25%) Operations Research
8 1 (6.25%) Physics
Programming Languages
1 11 (68.75%) Python
1 11 (68.75%) SQL
2 6 (37.50%) R
3 5 (31.25%) MATLAB
4 2 (12.50%) C++
4 2 (12.50%) JavaScript
5 1 (6.25%) C
5 1 (6.25%) Java
Qualifications
1 3 (18.75%) PhD
2 1 (6.25%) Degree
2 1 (6.25%) DV Cleared
2 1 (6.25%) SC Cleared
2 1 (6.25%) Security Cleared
System Software
1 1 (6.25%) Docker
Vendors
1 5 (31.25%) Cloudera
2 1 (6.25%) MicroStrategy
2 1 (6.25%) Tableau
City, London
Oliver James Associates
Salary: £40000 - £45000 per annum
Posted: 5 days ago
City, London
Evolution Recruitment Solutions
Salary: 40-65K + Bonus
Posted: 5 days ago