The following table provides summary statistics for permanent job vacancies advertised in 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Predictive Analytics
England / London
Rank 483 558 547
Rank change year-on-year +75 -11  
Permanent jobs citing Predictive Analytics 94 98 109
As % of all permanent IT jobs advertised in London 0.28% 0.23% 0.26%
As % of the Processes & Methodologies category 0.31% 0.26% 0.29%
Number of salaries quoted 64 91 89
Median salary £75,000 £65,000 £57,500
Median salary % change year-on-year +15.38% +13.04%  
90% offered a salary of more than £52,500 £46,000 £37,000
10% offered a salary of more than £90,000 £105,000 £85,000
UK excluding London median salary £54,250 £57,500 £47,500
% change year-on-year -5.65% +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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 29951 37613 37019
As % of all permanent IT job vacancies advertised in London 90.17% 89.67% 87.64%
Number of salaries quoted 25087 32113 30860
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 £38,879 £37,500
10% offered a salary of more than £85,000 £80,000 £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 London

The job posting trend of jobs advertised in 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 London

Predictive Analytics
Salary Trend in London

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

Salary trend for Predictive Analytics in London

Predictive Analytics
Salary Histogram in London

The salary distribution of IT jobs citing Predictive Analytics in London over the 3 months to 26 March 2017.

Salary histogram for Predictive Analytics in London

Predictive Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the London region over the 3 months to 26 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +46 5 £47,500 -34.48%
Chiswick - 2 £50,000 -
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in London

For the 6 months to 26 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 London region with a requirement for Predictive Analytics.

1 179 (100.00%) Analytics
2 124 (69.27%) Big Data
3 99 (55.31%) Business Intelligence
4 90 (50.28%) Machine Learning
5 73 (40.78%) R
6 58 (32.40%) Analytical Skills
6 58 (32.40%) Finance
7 57 (31.84%) Python
7 57 (31.84%) Agile Software Development
8 53 (29.61%) Degree
9 51 (28.49%) Tableau
10 50 (27.93%) Microsoft
11 49 (27.37%) MS Excel
12 47 (26.26%) Power BI
13 46 (25.70%) ETL
14 45 (25.14%) Data Warehouse
14 45 (25.14%) Visualisation
15 44 (24.58%) SQL
15 44 (24.58%) Microsoft Azure
16 41 (22.91%) Java
17 40 (22.35%) Hadoop
18 38 (21.23%) Performance Management
19 37 (20.67%) QlikView
19 37 (20.67%) Retail
19 37 (20.67%) C#
20 34 (18.99%) SQL Server
20 34 (18.99%) SQL Server Integration Services
21 33 (18.44%) Marketing
21 33 (18.44%) SQL Server Reporting Services
22 32 (17.88%) SQL Server Analysis Services

Predictive Analytics
Top Related IT Skills in 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 26 (14.53%) Apache Spark
2 23 (12.85%) SAS
3 15 (8.38%) Apache
4 11 (6.15%) SharePoint
5 6 (3.35%) Apache Pig
6 3 (1.68%) Apache Solr
7 1 (0.56%) ArcGIS
7 1 (0.56%) Confluence
7 1 (0.56%) Elasticsearch
Applications
1 49 (27.37%) MS Excel
2 21 (11.73%) SPSS
3 20 (11.17%) MS PowerPoint
4 11 (6.15%) MS Office
Business Applications
1 6 (3.35%) Hyperion Enterprise
2 3 (1.68%) HFM
2 3 (1.68%) Hyperion Planning
3 1 (0.56%) SAP Oil and Gas
Cloud Services
1 44 (24.58%) Microsoft Azure
2 17 (9.50%) Azure Machine Learning
2 17 (9.50%) Cloud Computing
3 12 (6.70%) Amazon AWS
4 9 (5.03%) Data Lake Analytics
5 8 (4.47%) Google Cloud Platform
6 6 (3.35%) PaaS
7 3 (1.68%) Google Analytics
8 2 (1.12%) IaaS
9 1 (0.56%) Amazon EC2
9 1 (0.56%) Amazon EMR
9 1 (0.56%) Amazon Kinesis
9 1 (0.56%) Amazon S3
9 1 (0.56%) GitHub
Communications & Networking
1 2 (1.12%) HTTP
2 1 (0.56%) TCP/IP
Database & Business Intelligence
1 124 (69.27%) Big Data
2 47 (26.26%) Power BI
3 45 (25.14%) Data Warehouse
4 40 (22.35%) Hadoop
5 37 (20.67%) QlikView
6 34 (18.99%) SQL Server
6 34 (18.99%) SQL Server Integration Services
7 33 (18.44%) SQL Server Reporting Services
8 32 (17.88%) SQL Server Analysis Services
9 19 (10.61%) SQL Server 2016
10 17 (9.50%) HDInsight
10 17 (9.50%) RDBMS
10 17 (9.50%) Relational Database
11 16 (8.94%) NoSQL
12 14 (7.82%) Data Mining
13 12 (6.70%) Apache Hive
13 12 (6.70%) Data Lake
14 10 (5.59%) Azure SQL Database
14 10 (5.59%) SQL Server 2012
15 8 (4.47%) Spotfire
Development Applications
1 10 (5.59%) Visual Studio
2 9 (5.03%) Git (software)
3 5 (2.79%) ERwin
4 4 (2.23%) Subversion
5 3 (1.68%) Apache Continuum
5 3 (1.68%) Jenkins
5 3 (1.68%) JIRA
6 1 (0.56%) Bitbucket
6 1 (0.56%) Bower
6 1 (0.56%) Grunt
6 1 (0.56%) gulp
6 1 (0.56%) JBehave
6 1 (0.56%) Karma Test Runner
6 1 (0.56%) Mocha
6 1 (0.56%) Mockito
6 1 (0.56%) Protractor
6 1 (0.56%) Selenium
6 1 (0.56%) SonarQube
6 1 (0.56%) TeamCity
6 1 (0.56%) webpack
General
1 58 (32.40%) Finance
2 37 (20.67%) Retail
3 33 (18.44%) Marketing
4 15 (8.38%) Banking
5 11 (6.15%) Telecoms
6 8 (4.47%) Games
7 5 (2.79%) Investment Banking
8 4 (2.23%) Manufacturing
9 3 (1.68%) Front Office
10 2 (1.12%) Advertising
10 2 (1.12%) Financial Institution
11 1 (0.56%) Electronics
Job Titles
1 31 (17.32%) Consultant
2 28 (15.64%) Analyst
3 26 (14.53%) Data Scientist
4 23 (12.85%) Analytics Manager
4 23 (12.85%) Developer
5 13 (7.26%) Data Analytics Manager
6 12 (6.70%) Business Intelligence Analyst
7 11 (6.15%) Architect
8 10 (5.59%) Business Analyst
8 10 (5.59%) Business Intelligence Consultant
8 10 (5.59%) Microsoft Developer
8 10 (5.59%) Senior Data Scientist
9 9 (5.03%) Analytics Consultant
9 9 (5.03%) Senior Developer
10 8 (4.47%) Data Architect
10 8 (4.47%) Software Engineer
10 8 (4.47%) Test Consultant
11 7 (3.91%) Business Consultant
11 7 (3.91%) Business Intelligence Developer
11 7 (3.91%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 21 (11.73%) .NET
2 10 (5.59%) CSS
2 10 (5.59%) HTML
2 10 (5.59%) Natural Language Processing
3 6 (3.35%) Apache Flex
3 6 (3.35%) REST
4 4 (2.23%) ASP.NET
4 4 (2.23%) ASP.NET MVC
4 4 (2.23%) ASP.NET MVC 4
4 4 (2.23%) Kafka
4 4 (2.23%) Node.js
5 3 (1.68%) AngularJS
5 3 (1.68%) D3.js
5 3 (1.68%) JMS
5 3 (1.68%) React
5 3 (1.68%) Tapestry
6 2 (1.12%) HTML5
6 2 (1.12%) SparkR
6 2 (1.12%) XML
6 2 (1.12%) XSL
Miscellaneous
1 58 (32.40%) Analytical Skills
2 30 (16.76%) Computer Science
3 23 (12.85%) Algorithms
4 11 (6.15%) Management Information System
4 11 (6.15%) Social Media
5 8 (4.47%) User Experience
6 7 (3.91%) Mobile App
7 5 (2.79%) Fintech
8 4 (2.23%) PMI
8 4 (2.23%) Social Network
9 3 (1.68%) Credit Risk
10 2 (1.12%) Data Structures
10 2 (1.12%) Hedge funds
10 2 (1.12%) Online Games
11 1 (0.56%) FMCG
11 1 (0.56%) Mobile Banking
Operating Systems
1 18 (10.06%) Linux
2 8 (4.47%) Windows
3 3 (1.68%) Unix
4 2 (1.12%) CentOS
4 2 (1.12%) Red Hat Enterprise Linux
Processes & Methodologies
1 179 (100.00%) Analytics
2 99 (55.31%) Business Intelligence
3 90 (50.28%) Machine Learning
4 57 (31.84%) Agile Software Development
5 46 (25.70%) ETL
6 45 (25.14%) Visualisation
7 38 (21.23%) Performance Management
8 31 (17.32%) Data Visualisation
9 30 (16.76%) Mathematics
10 29 (16.20%) Business Analytics
11 26 (14.53%) Data Analytics
11 26 (14.53%) Software Engineering
12 24 (13.41%) Presales
12 24 (13.41%) Stakeholder Management
13 23 (12.85%) Statistics
14 20 (11.17%) Data Analysis
15 19 (10.61%) Data Management
16 17 (9.50%) SDLC
17 16 (8.94%) CRM
17 16 (8.94%) Open Source
Programming Languages
1 73 (40.78%) R
2 57 (31.84%) Python
3 44 (24.58%) SQL
4 41 (22.91%) Java
5 37 (20.67%) C#
6 21 (11.73%) Scala
7 17 (9.50%) PHP
8 13 (7.26%) JavaScript
9 11 (6.15%) C++
10 7 (3.91%) T-SQL
11 4 (2.23%) MATLAB
12 3 (1.68%) Bash Shell
13 2 (1.12%) C
13 2 (1.12%) PowerShell
13 2 (1.12%) Shell Script
13 2 (1.12%) XPath
14 1 (0.56%) ES6
14 1 (0.56%) PL/SQL
14 1 (0.56%) TypeScript
14 1 (0.56%) VBA
Qualifications
1 53 (29.61%) Degree
2 12 (6.70%) ISEB
2 12 (6.70%) PhD
3 9 (5.03%) Microsoft Certification
4 6 (3.35%) MCP
5 4 (2.23%) BC Cleared
5 4 (2.23%) PMI Certification
5 4 (2.23%) PMP
5 4 (2.23%) Security Cleared
6 2 (1.12%) ACCA
7 1 (0.56%) CIMA
7 1 (0.56%) MBA
Quality Assurance & Compliance
1 15 (8.38%) QA
2 13 (7.26%) Data Quality
3 10 (5.59%) SLA
4 6 (3.35%) GCP
System Software
1 5 (2.79%) HDFS
2 4 (2.23%) Docker
3 3 (1.68%) Apache Flume
4 1 (0.56%) Virtual Machines
Systems Management
1 4 (2.23%) Opscode Chef
1 4 (2.23%) Puppet
2 3 (1.68%) Ambari
2 3 (1.68%) Oozie
3 2 (1.12%) HP Operations Orchestration
3 2 (1.12%) Rundeck
3 2 (1.12%) Salt
4 1 (0.56%) Ansible
4 1 (0.56%) Kubernetes
Vendors
1 51 (28.49%) Tableau
2 50 (27.93%) Microsoft
3 17 (9.50%) Hyperion
4 11 (6.15%) Netezza
4 11 (6.15%) Teradata
5 10 (5.59%) Oracle
6 7 (3.91%) Cloudera
7 6 (3.35%) Google
8 5 (2.79%) Hortonworks
9 4 (2.23%) IBM
9 4 (2.23%) Salesforce.com
9 4 (2.23%) SAP
10 3 (1.68%) Alteryx
10 3 (1.68%) GoldenSource
10 3 (1.68%) MicroStrategy
10 3 (1.68%) Platfora
11 2 (1.12%) MapR
11 2 (1.12%) Monetate
11 2 (1.12%) Optimizely
11 2 (1.12%) ServiceNow
London
Westbourne Partners
Salary: Up to £100,000 per annum
Posted: Yesterday
London
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: 4 days ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus
Posted: 10 days ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 18 days ago
London
Churchill Frank
Salary: £60000 - £80000 per annum
Posted: 18 days ago
London
Lawrence Harvey
Salary: £55000.00 - £70000.00 per annum + bonus, pension, health care etc
Posted: 13 days ago
London
Lawrence Harvey
Salary: £55000.00 - £70000.00 per annum + bonus, pension, health care etc
Posted: 26 days ago