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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
London / City of London
Rank 225 256 294
Rank change year-on-year
+31 +38
Permanent jobs citing Predictive Modelling 7 3 23
As % of all permanent IT jobs located in the City of London 0.14% 0.047% 0.23%
As % of the Processes & Methodologies category 0.16% 0.053% 0.27%
Number of salaries quoted 7 3 21
Median salary £45,000 £52,500 £37,500
Median salary % change year-on-year
-14.28% +40.00%
90% offered a salary of more than £41,500 £44,100 £35,000
10% offered a salary of more than £57,500 £80,500 £72,500
UK excluding London median salary £45,000 £51,250 £43,450
% change year-on-year
-12.19% +17.95%

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
4419 5680 8637
As % of all permanent IT jobs located in the City of London 87.96% 88.79% 85.41%
Number of salaries quoted 4003 5094 7456
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £42,500 £38,500
10% offered a salary of more than £90,000 £82,500 £87,500
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 24 January 2017.

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 24 January 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 12 (75.00%) Analytics
2 8 (50.00%) SQL
2 8 (50.00%) Python
3 7 (43.75%) Analytical Skills
4 6 (37.50%) Machine Learning
4 6 (37.50%) Computer Science
5 5 (31.25%) Statistics
5 5 (31.25%) Mathematics
5 5 (31.25%) Hadoop
5 5 (31.25%) SAS
5 5 (31.25%) MATLAB
5 5 (31.25%) R
6 4 (25.00%) Big Data
6 4 (25.00%) Data Mining
6 4 (25.00%) PhD
6 4 (25.00%) Degree
7 3 (18.75%) Apache Cassandra
7 3 (18.75%) Games
7 3 (18.75%) Statistical Analysis
7 3 (18.75%) VBA
7 3 (18.75%) Java
7 3 (18.75%) Finance
7 3 (18.75%) Data Analytics
8 2 (12.50%) Performance Tuning
8 2 (12.50%) Cloudera
8 2 (12.50%) Customer Insight
8 2 (12.50%) Apache Spark
8 2 (12.50%) Amazon Redshift
8 2 (12.50%) Docker
8 2 (12.50%) Anomaly Detection

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 5 (31.25%) SAS
2 2 (12.50%) Apache Spark
3 1 (6.25%) IPython
3 1 (6.25%) Jupyter
Applications
1 2 (12.50%) SPSS
2 1 (6.25%) MS Excel
Cloud Services
1 2 (12.50%) Amazon AWS
1 2 (12.50%) Amazon Kinesis
2 1 (6.25%) AdWords
2 1 (6.25%) Amazon EC2
2 1 (6.25%) Amazon S3
2 1 (6.25%) Amazon SQS
2 1 (6.25%) AWS Elastic Beanstalk
2 1 (6.25%) Google Analytics
Database & Business Intelligence
1 5 (31.25%) Hadoop
2 4 (25.00%) Big Data
2 4 (25.00%) Data Mining
3 3 (18.75%) Apache Cassandra
4 2 (12.50%) Amazon Redshift
4 2 (12.50%) Data Warehouse
4 2 (12.50%) NoSQL
5 1 (6.25%) Apache Hive
5 1 (6.25%) Base SAS
5 1 (6.25%) BusinessObjects
5 1 (6.25%) MySQL
5 1 (6.25%) Relational Database
5 1 (6.25%) SQL Server Analysis Services
5 1 (6.25%) SQL Server Integration Services
5 1 (6.25%) SQL Server Reporting Services
General
1 3 (18.75%) Finance
1 3 (18.75%) Games
2 2 (12.50%) Marketing
3 1 (6.25%) Advertising
3 1 (6.25%) Electronics
Job Titles
1 10 (62.50%) Analyst
2 4 (25.00%) Data Scientist
2 4 (25.00%) Junior
2 4 (25.00%) Junior Analyst
3 3 (18.75%) Graduate
3 3 (18.75%) Junior Quantitative Analyst
3 3 (18.75%) Qualitative Analyst
3 3 (18.75%) Quantitative Analyst
3 3 (18.75%) SAS Analyst
4 2 (12.50%) Data Analyst
4 2 (12.50%) Data Engineer
4 2 (12.50%) Financial Analyst
4 2 (12.50%) Machine Learning Scientist
5 1 (6.25%) Excel Analyst
5 1 (6.25%) Google Analytics Analyst
5 1 (6.25%) Junior Data Analyst
5 1 (6.25%) NoSQL Engineer
Libraries, Frameworks & Software Standards
1 1 (6.25%) D3.js
1 1 (6.25%) PyMC3
1 1 (6.25%) scikit-learn
Miscellaneous
1 7 (43.75%) Analytical Skills
2 6 (37.50%) Computer Science
3 5 (31.25%) Mathematics
3 5 (31.25%) Statistics
4 2 (12.50%) Economics
5 1 (6.25%) Algorithms
5 1 (6.25%) Artificial Intelligence
5 1 (6.25%) Data Integration
5 1 (6.25%) Physics
5 1 (6.25%) Visualisation
Processes & Methodologies
1 12 (75.00%) Analytics
2 6 (37.50%) Machine Learning
3 3 (18.75%) Data Analytics
3 3 (18.75%) Statistical Analysis
4 2 (12.50%) Actionable Insight
4 2 (12.50%) Anomaly Detection
4 2 (12.50%) Customer Insight
4 2 (12.50%) Financial Modelling
4 2 (12.50%) Line Management
4 2 (12.50%) Operations Research
4 2 (12.50%) Performance Tuning
4 2 (12.50%) Predictive Analytics
4 2 (12.50%) Presales
4 2 (12.50%) Project Management
5 1 (6.25%) Big Data Analytics
5 1 (6.25%) Campaign Analysis
5 1 (6.25%) Customer Segmentation
5 1 (6.25%) Data Governance
5 1 (6.25%) Performance Analysis
5 1 (6.25%) Statistical Modelling
Programming Languages
1 8 (50.00%) Python
1 8 (50.00%) SQL
2 5 (31.25%) MATLAB
2 5 (31.25%) R
3 3 (18.75%) Java
3 3 (18.75%) VBA
4 2 (12.50%) C++
5 1 (6.25%) Scala
Qualifications
1 4 (25.00%) Degree
1 4 (25.00%) PhD
System Software
1 2 (12.50%) Docker
Vendors
1 2 (12.50%) Cloudera
2 1 (6.25%) Google
2 1 (6.25%) Microsoft
2 1 (6.25%) Pega
2 1 (6.25%) Tableau
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 3 days ago