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 28 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
London / City of London
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 214 240 298
Rank change year-on-year +26 +58  
Permanent jobs citing Predictive Analytics 13 15 17
As % of all permanent IT jobs advertised in the City of London 0.25% 0.24% 0.17%
As % of the Processes & Methodologies category 0.28% 0.26% 0.19%
Number of salaries quoted 13 14 8
Median salary £57,500 £66,250 £56,250
Median salary % change year-on-year -13.20% +17.77%  
90% offered a salary of more than £44,000 £32,500 £42,500
10% offered a salary of more than £76,400 £90,000 £71,000
UK excluding London median salary £50,000 £60,000 £42,500
% change year-on-year -16.66% +41.17%  

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 4579 5771 9076
As % of all permanent IT job vacancies advertised in the City of London 89.10% 90.58% 89.21%
Number of salaries quoted 17094 23089 29776
Median salary £62,500 £60,500 £57,500
Median salary % change year-on-year +3.30% +5.21%  
90% offered a salary of more than £37,500 £37,500 £36,250
10% offered a salary of more than £90,000 £87,500 £87,500
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

Job postings citing Predictive Analytics as a percentage of all IT jobs advertised in the City of London.

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 28 June 2017.

Salary histogram for Predictive Analytics in the City of London

For the 6 months to 28 June 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 18 (100.00%) Analytics
2 12 (66.67%) Machine Learning
2 12 (66.67%) Business Intelligence
3 11 (61.11%) Big Data
4 10 (55.56%) Python
5 9 (50.00%) Java
5 9 (50.00%) Amazon AWS
5 9 (50.00%) NoSQL
6 8 (44.44%) SQL
6 8 (44.44%) Data Warehouse
7 7 (38.89%) ETL
7 7 (38.89%) Agile Software Development
7 7 (38.89%) Marketing
7 7 (38.89%) Degree
8 6 (33.33%) Microsoft Azure
9 5 (27.78%) QlikView
9 5 (27.78%) Semantic Web
9 5 (27.78%) Talend Open Studio
9 5 (27.78%) Google
9 5 (27.78%) Lucene
9 5 (27.78%) Publishing
9 5 (27.78%) Talend
9 5 (27.78%) BigQuery
9 5 (27.78%) Google Cloud Platform
9 5 (27.78%) Power BI
10 4 (22.22%) Apache Spark
10 4 (22.22%) Data Analytics
10 4 (22.22%) R
10 4 (22.22%) MongoDB
10 4 (22.22%) SQL Server

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 4 (22.22%) Apache Spark
2 2 (11.11%) Apache Pig
3 1 (5.56%) SAS
Cloud Services
1 9 (50.00%) Amazon AWS
2 6 (33.33%) Microsoft Azure
3 5 (27.78%) Google Cloud Platform
4 2 (11.11%) Azure Machine Learning
Communications & Networking
1 2 (11.11%) HTTP
Database & Business Intelligence
1 11 (61.11%) Big Data
2 9 (50.00%) NoSQL
3 8 (44.44%) Data Warehouse
4 5 (27.78%) BigQuery
4 5 (27.78%) Power BI
4 5 (27.78%) QlikView
5 4 (22.22%) MongoDB
5 4 (22.22%) SQL Server
6 3 (16.67%) SQL Server 2016
6 3 (16.67%) SQL Server Analysis Services
6 3 (16.67%) SQL Server Integration Services
6 3 (16.67%) SQL Server Reporting Services
7 2 (11.11%) Apache Cassandra
7 2 (11.11%) Apache Hive
7 2 (11.11%) CouchDB
7 2 (11.11%) Data Mining
8 1 (5.56%) BusinessObjects
8 1 (5.56%) Hadoop
8 1 (5.56%) OLAP
8 1 (5.56%) PostgreSQL
Development Applications
1 5 (27.78%) Talend Open Studio
2 2 (11.11%) Git (software)
General
1 7 (38.89%) Marketing
2 5 (27.78%) Publishing
3 2 (11.11%) Banking
4 1 (5.56%) Finance
Job Titles
1 5 (27.78%) Data Engineer
1 5 (27.78%) Data Scientist
2 3 (16.67%) Principal Engineer
3 2 (11.11%) Analytics Consultant
3 2 (11.11%) Analytics Manager
3 2 (11.11%) Consultant
3 2 (11.11%) Data Analytics Consultant
3 2 (11.11%) Data Analytics Manager
3 2 (11.11%) Data Consultant
3 2 (11.11%) Developer
3 2 (11.11%) Project Manager
4 1 (5.56%) Business Intelligence Developer
4 1 (5.56%) Database Developer
4 1 (5.56%) PostgreSQL Developer
4 1 (5.56%) Senior Data Engineer
4 1 (5.56%) Senior Database Developer
4 1 (5.56%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (27.78%) Lucene
2 4 (22.22%) Web Services
3 2 (11.11%) .NET
3 2 (11.11%) .NET Core
3 2 (11.11%) .NET Framework
3 2 (11.11%) AngularJS
3 2 (11.11%) ASP.NET
3 2 (11.11%) ASP.NET MVC
3 2 (11.11%) ASP.NET Web API
3 2 (11.11%) Entity Framework
3 2 (11.11%) HTML
3 2 (11.11%) HTML5
3 2 (11.11%) PySpark
3 2 (11.11%) React
3 2 (11.11%) React Native
3 2 (11.11%) REST
4 1 (5.56%) MDX
Miscellaneous
1 5 (27.78%) Semantic Web
2 2 (11.11%) Analytical Skills
2 2 (11.11%) Computer Science
2 2 (11.11%) Credit Risk
2 2 (11.11%) Enterprise Software
2 2 (11.11%) User Experience
3 1 (5.56%) Reinsurance
Operating Systems
1 2 (11.11%) Android
1 2 (11.11%) Apple iOS
Processes & Methodologies
1 18 (100.00%) Analytics
2 12 (66.67%) Business Intelligence
2 12 (66.67%) Machine Learning
3 7 (38.89%) Agile Software Development
3 7 (38.89%) ETL
4 4 (22.22%) Data Analysis
4 4 (22.22%) Data Analytics
4 4 (22.22%) Mathematics
5 2 (11.11%) Android Development
5 2 (11.11%) Continuous Integration
5 2 (11.11%) Data Munging
5 2 (11.11%) Data Visualisation
5 2 (11.11%) DevOps
5 2 (11.11%) iOS Development
5 2 (11.11%) Microservices
5 2 (11.11%) Operations Research
5 2 (11.11%) Statistics
5 2 (11.11%) Translating Business Requirements
5 2 (11.11%) Visualisation
5 2 (11.11%) Web Analytics
Programming Languages
1 10 (55.56%) Python
2 9 (50.00%) Java
3 8 (44.44%) SQL
4 4 (22.22%) R
4 4 (22.22%) Scala
5 2 (11.11%) Apple Swift
5 2 (11.11%) C#
5 2 (11.11%) JavaScript
5 2 (11.11%) Objective-C
5 2 (11.11%) Ruby
5 2 (11.11%) T-SQL
6 1 (5.56%) Data Analysis Expressions (DAX)
Qualifications
1 7 (38.89%) Degree
2 2 (11.11%) Numerate Degree
2 2 (11.11%) PhD
Vendors
1 5 (27.78%) Google
1 5 (27.78%) Talend
2 3 (16.67%) Tableau
3 2 (11.11%) Microsoft
3 2 (11.11%) Xamarin
4 1 (5.56%) Cognos
4 1 (5.56%) Oracle
4 1 (5.56%) SAP
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 12 hours ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 6 days ago