The table below looks at the statistics for Predictive Analytics 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 Analytics over the 3 months to 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 247 303 334
Rank change year-on-year
+56 +31
Permanent jobs citing Predictive Analytics 15 17 27
As % of all permanent IT jobs located in the City of London 0.23% 0.17% 0.21%
As % of the Processes & Methodologies category 0.26% 0.19% 0.24%
Number of salaries quoted 14 8 14
Median salary £66,250 £56,250 £82,500
Median salary % change year-on-year
+17.77% -31.81%
UK excluding London median salary £57,500 £40,000 £45,000
% change year-on-year
+43.75% -11.11%
Predictive Analytics
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
5729 8944 11242
As % of all permanent IT jobs located in the City of London 89.64% 87.82% 86.11%
Number of salaries quoted 5217 7643 9371
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £80,700
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Analytics
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend 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 across the City of London region.

Predictive Analytics Salary Trend in the City of London

Predictive Analytics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the City of London region over the 3 months to 27 June 2016.

Predictive Analytics Salary Histogram in the City of London

Predictive Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 27 June 2016, 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 21 (100.00%) Analytics
2 10 (47.62%) SQL
2 10 (47.62%) Degree
3 8 (38.10%) Big Data
4 7 (33.33%) Java
4 7 (33.33%) Finance
4 7 (33.33%) Agile Software Development
5 6 (28.57%) Oracle
5 6 (28.57%) Python
5 6 (28.57%) Business Intelligence
6 5 (23.81%) Data Mining
6 5 (23.81%) ETL
6 5 (23.81%) R
6 5 (23.81%) Mathematics
6 5 (23.81%) Computer Science
6 5 (23.81%) Statistics
6 5 (23.81%) Data Analytics
6 5 (23.81%) Apache Spark
7 4 (19.05%) SQL Server Integration Services
7 4 (19.05%) Machine Learning
7 4 (19.05%) Scala
7 4 (19.05%) Visualisation
7 4 (19.05%) Amazon AWS
7 4 (19.05%) SAS
7 4 (19.05%) Data Warehouse
7 4 (19.05%) SQL Server
7 4 (19.05%) IBM
8 3 (14.29%) OLTP
8 3 (14.29%) DataStage
8 3 (14.29%) Six Sigma

Predictive Analytics
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 (23.81%) Apache Spark
2 4 (19.05%) SAS
3 3 (14.29%) Apache
4 2 (9.52%) Oracle SOA Suite
5 1 (4.76%) Apache Pig
Applications
1 1 (4.76%) MS Excel
1 1 (4.76%) MS PowerPoint
Business Applications
1 1 (4.76%) Oracle BPM
Cloud Services
1 4 (19.05%) Amazon AWS
2 1 (4.76%) Amazon EMR
Database & Business Intelligence
1 8 (38.10%) Big Data
2 5 (23.81%) Data Mining
3 4 (19.05%) Data Warehouse
3 4 (19.05%) SQL Server
3 4 (19.05%) SQL Server Integration Services
4 3 (14.29%) BusinessObjects
4 3 (14.29%) DataStage
4 3 (14.29%) DB2
4 3 (14.29%) Hadoop
4 3 (14.29%) OLAP
4 3 (14.29%) OLTP
4 3 (14.29%) Oracle ODI
4 3 (14.29%) Oracle OLAP
4 3 (14.29%) Relational Database
4 3 (14.29%) SAP Data Services
5 2 (9.52%) Oracle Database
5 2 (9.52%) Oracle Database 10g
5 2 (9.52%) Oracle Database 11g
6 1 (4.76%) QlikView
6 1 (4.76%) Spotfire
Development Applications
1 1 (4.76%) Cucumber
1 1 (4.76%) Hudson
1 1 (4.76%) Selenium
1 1 (4.76%) SpecFlow
General
1 7 (33.33%) Finance
2 2 (9.52%) Marketing
3 1 (4.76%) Billing
Job Titles
1 6 (28.57%) Analyst
2 4 (19.05%) Head of Business Intelligence
3 3 (14.29%) Data Analyst
3 3 (14.29%) Data Engineer
3 3 (14.29%) SAS Analyst
3 3 (14.29%) SAS Data Analyst
3 3 (14.29%) SQL Analyst
3 3 (14.29%) SQL Data Analyst
4 2 (9.52%) AWS Engineer
4 2 (9.52%) Data Scientist
5 1 (4.76%) Apache Spark Developer
5 1 (4.76%) Big Data Developer
5 1 (4.76%) Hadoop Developer
5 1 (4.76%) Java Hadoop Developer
5 1 (4.76%) Java Scala Developer
5 1 (4.76%) Scala Developer
5 1 (4.76%) Senior Big Data Developer
5 1 (4.76%) Senior Hadoop Developer
5 1 (4.76%) Senior Java Scala Developer
5 1 (4.76%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 3 (14.29%) Kafka
1 3 (14.29%) ODBC
2 2 (9.52%) CSS
2 2 (9.52%) J2EE
2 2 (9.52%) JDBC
2 2 (9.52%) JSF
2 2 (9.52%) JSP
2 2 (9.52%) Oracle ADF
3 1 (4.76%) D3.js
3 1 (4.76%) Gherkin
Miscellaneous
1 5 (23.81%) Computer Science
1 5 (23.81%) Mathematics
1 5 (23.81%) Statistics
2 4 (19.05%) Visualisation
3 3 (14.29%) Analytical Skills
3 3 (14.29%) Economics
4 2 (9.52%) Algorithms
4 2 (9.52%) Fintech
5 1 (4.76%) Data Centre
5 1 (4.76%) Data Structures
5 1 (4.76%) Management Information System
5 1 (4.76%) Performance Metrics
5 1 (4.76%) Reinsurance
Operating Systems
1 2 (9.52%) Unix
1 2 (9.52%) Windows
Processes & Methodologies
1 21 (100.00%) Analytics
2 7 (33.33%) Agile Software Development
3 6 (28.57%) Business Intelligence
4 5 (23.81%) Data Analytics
4 5 (23.81%) ETL
5 4 (19.05%) Machine Learning
6 3 (14.29%) Balanced Scorecard
6 3 (14.29%) Business Analytics
6 3 (14.29%) Continuous Improvement
6 3 (14.29%) Data Governance
6 3 (14.29%) Data Management
6 3 (14.29%) Data Modelling
6 3 (14.29%) Dimensional Modelling
6 3 (14.29%) Information Management
6 3 (14.29%) OO
6 3 (14.29%) Operations Research
6 3 (14.29%) Performance Management
6 3 (14.29%) Six Sigma
6 3 (14.29%) SOA
6 3 (14.29%) TQM
Programming Languages
1 10 (47.62%) SQL
2 7 (33.33%) Java
3 6 (28.57%) Python
4 5 (23.81%) R
5 4 (19.05%) Scala
6 2 (9.52%) JavaScript
6 2 (9.52%) PL/SQL
7 1 (4.76%) C#
7 1 (4.76%) VBA
Qualifications
1 10 (47.62%) Degree
2 2 (9.52%) PhD
Quality Assurance & Compliance
1 3 (14.29%) Data Quality
2 1 (4.76%) QA
System Software
1 1 (4.76%) Apache Flume
Vendors
1 6 (28.57%) Oracle
2 4 (19.05%) IBM
3 3 (14.29%) Alteryx
3 3 (14.29%) Informatica
3 3 (14.29%) SAP
3 3 (14.29%) Sybase
3 3 (14.29%) TOWER Software
4 2 (9.52%) Tableau
5 1 (4.76%) MicroStrategy