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

Predictive Analytics
London / City of London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 218 262 301
Rank change year-on-year +44 +39  
Permanent jobs citing Predictive Analytics 5 6 18
As % of all permanent IT jobs advertised in the City of London 0.097% 0.084% 0.17%
As % of the Processes & Methodologies category 0.11% 0.093% 0.20%
Number of salaries quoted 5 5 17
Median salary £47,500 £72,500 £47,500
Median salary % change year-on-year -34.48% +52.63%  
90% offered a salary of more than £42,500 £45,400 £32,500
10% offered a salary of more than £70,000 £77,000 £70,000
UK excluding London median salary £52,500 £57,500 £47,500
% change year-on-year -8.69% +21.05%  

Predictive Analytics 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 4654 6484 9126
As % of all permanent IT job vacancies advertised in the City of London 90.46% 90.31% 87.84%
Number of salaries quoted 4254 5773 7692
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 £41,000 £42,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Analytics
Job Vacancy Trend in the City of London

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

Job vacancy trend for Predictive Analytics in the City of London

Predictive Analytics
Salary Trend in the City of London

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

Salary trend for Predictive Analytics in the City of London

Predictive Analytics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Predictive Analytics in the City of London over the 3 months to 29 March 2017.

Salary histogram for Predictive Analytics in the City of London

For the 6 months to 29 March 2017, IT jobs citing Predictive Analytics 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 Analytics.

1 12 (100.00%) Analytics
2 8 (66.67%) Big Data
3 7 (58.33%) Business Intelligence
4 6 (50.00%) Data Mining
5 5 (41.67%) Python
5 5 (41.67%) Machine Learning
5 5 (41.67%) Scala
5 5 (41.67%) Apache Spark
6 4 (33.33%) Apache Pig
6 4 (33.33%) Apache Hive
6 4 (33.33%) R
6 4 (33.33%) Statistical Modelling
6 4 (33.33%) Data Analysis
6 4 (33.33%) Analytical Skills
6 4 (33.33%) Actionable Insight
7 3 (25.00%) Web Analytics
7 3 (25.00%) Marketing
7 3 (25.00%) Visualisation
7 3 (25.00%) Credit Risk
7 3 (25.00%) Data Analytics
8 2 (16.67%) Master Data Management
8 2 (16.67%) Data Quality
8 2 (16.67%) Data Visualisation
8 2 (16.67%) Hadoop
8 2 (16.67%) JIRA
8 2 (16.67%) Data Management
8 2 (16.67%) Finance
8 2 (16.67%) Agile Software Development
8 2 (16.67%) Data Warehouse
8 2 (16.67%) ETL

Predictive Analytics
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 5 (41.67%) Apache Spark
2 4 (33.33%) Apache Pig
Cloud Services
1 1 (8.33%) Google Cloud Platform
1 1 (8.33%) Microsoft Azure
Database & Business Intelligence
1 8 (66.67%) Big Data
2 6 (50.00%) Data Mining
3 4 (33.33%) Apache Hive
4 2 (16.67%) Data Warehouse
4 2 (16.67%) Hadoop
5 1 (8.33%) BigQuery
5 1 (8.33%) HDInsight
5 1 (8.33%) PostgreSQL
5 1 (8.33%) Power BI
5 1 (8.33%) Presto
5 1 (8.33%) SQL Server
Development Applications
1 2 (16.67%) JIRA
General
1 3 (25.00%) Marketing
2 2 (16.67%) Finance
3 1 (8.33%) Telecoms
Job Titles
1 4 (33.33%) Data Scientist
2 2 (16.67%) Analyst
2 2 (16.67%) Analytics Manager
2 2 (16.67%) Business Analyst
2 2 (16.67%) Data Analytics Manager
2 2 (16.67%) Project Manager
3 1 (8.33%) Big Data Engineer
3 1 (8.33%) Business Intelligence Analyst
3 1 (8.33%) Business Intelligence Business Analyst
3 1 (8.33%) Data Engineer
3 1 (8.33%) Database Developer
3 1 (8.33%) Developer
3 1 (8.33%) JavaScript Engineer
3 1 (8.33%) Planning Manager
3 1 (8.33%) PostgreSQL Developer
3 1 (8.33%) Senior Database Developer
3 1 (8.33%) Senior Developer
3 1 (8.33%) UI Engineer
Libraries, Frameworks & Software Standards
1 1 (8.33%) AngularJS
1 1 (8.33%) Backbone.js
1 1 (8.33%) CSS
1 1 (8.33%) CSS3
1 1 (8.33%) D3.js
1 1 (8.33%) HTML
1 1 (8.33%) HTML5
1 1 (8.33%) React
Miscellaneous
1 4 (33.33%) Analytical Skills
2 3 (25.00%) Credit Risk
3 2 (16.67%) User Experience
4 1 (8.33%) Algorithms
4 1 (8.33%) Computer Science
4 1 (8.33%) Fintech
Processes & Methodologies
1 12 (100.00%) Analytics
2 7 (58.33%) Business Intelligence
3 5 (41.67%) Machine Learning
4 4 (33.33%) Actionable Insight
4 4 (33.33%) Data Analysis
4 4 (33.33%) Statistical Modelling
5 3 (25.00%) Data Analytics
5 3 (25.00%) Visualisation
5 3 (25.00%) Web Analytics
6 2 (16.67%) Agile Software Development
6 2 (16.67%) Data Management
6 2 (16.67%) Data Visualisation
6 2 (16.67%) ETL
6 2 (16.67%) GAP Analysis
6 2 (16.67%) Master Data Management
6 2 (16.67%) User Stories
7 1 (8.33%) Data Modelling
7 1 (8.33%) Data Virtualisation
7 1 (8.33%) Low Latency
7 1 (8.33%) TDD
Programming Languages
1 5 (41.67%) Python
1 5 (41.67%) Scala
2 4 (33.33%) R
3 1 (8.33%) C#
3 1 (8.33%) C++
3 1 (8.33%) JavaScript
Qualifications
1 1 (8.33%) ACCA
1 1 (8.33%) CIMA
1 1 (8.33%) Degree
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
Vendors
1 2 (16.67%) Salesforce.com
2 1 (8.33%) Oracle
2 1 (8.33%) Tableau
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