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

Predictive Analytics
England / London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 474 555 552
Rank change year-on-year +81 -3  
Permanent jobs citing Predictive Analytics 139 83 118
As % of all permanent IT jobs advertised in London 0.38% 0.21% 0.26%
As % of the Processes & Methodologies category 0.41% 0.23% 0.30%
Number of salaries quoted 118 70 79
Median salary £66,250 £60,000 £57,500
Median salary % change year-on-year +10.41% +4.34%  
90% offered a salary of more than £50,000 £41,350 £36,000
10% offered a salary of more than £81,500 £85,000 £90,000
UK excluding London median salary £50,000 £57,500 £42,500
% change year-on-year -13.04% +35.29%  

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 33547 35737 39897
As % of all permanent IT job vacancies advertised in London 91.07% 90.55% 88.99%
Number of salaries quoted 26755 30975 33510
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 June 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 June 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 +24 13 £57,500 -13.20% 2
Predictive Analytics
England

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

1 233 (100.00%) Analytics
2 158 (67.81%) Big Data
3 140 (60.09%) Machine Learning
4 111 (47.64%) Business Intelligence
5 102 (43.78%) R
6 83 (35.62%) Degree
7 80 (34.33%) Python
8 72 (30.90%) Microsoft
9 70 (30.04%) Agile Software Development
10 66 (28.33%) ETL
10 66 (28.33%) Java
10 66 (28.33%) Tableau
11 64 (27.47%) Data Warehouse
11 64 (27.47%) Visualisation
12 61 (26.18%) QlikView
12 61 (26.18%) Analytical Skills
13 59 (25.32%) Microsoft Azure
13 59 (25.32%) Finance
14 53 (22.75%) Data Visualisation
14 53 (22.75%) Business Analytics
14 53 (22.75%) Power BI
15 50 (21.46%) SQL
15 50 (21.46%) Hadoop
16 49 (21.03%) Mathematics
17 47 (20.17%) SQL Server
18 46 (19.74%) Computer Science
19 45 (19.31%) Marketing
19 45 (19.31%) Apache Spark
20 41 (17.60%) Azure Machine Learning
20 41 (17.60%) SQL Server Integration Services

Predictive Analytics
Co-occurring 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 45 (19.31%) Apache Spark
2 28 (12.02%) SAS
3 16 (6.87%) Apache
4 12 (5.15%) Confluence
4 12 (5.15%) Elasticsearch
5 5 (2.15%) Apache Pig
6 1 (0.43%) Jupyter
6 1 (0.43%) OpenStack
6 1 (0.43%) SharePoint
Applications
1 31 (13.30%) Microsoft Excel
2 25 (10.73%) Microsoft PowerPoint
3 21 (9.01%) SPSS
4 19 (8.15%) Microsoft Office
5 2 (0.86%) Spreadsheet
Business Applications
1 4 (1.72%) HFM
1 4 (1.72%) Hyperion Enterprise
2 3 (1.29%) Hyperion Planning
3 2 (0.86%) Salesforce.com CRM
Cloud Services
1 59 (25.32%) Microsoft Azure
2 41 (17.60%) Azure Machine Learning
3 24 (10.30%) Amazon AWS
4 14 (6.01%) Cloud Computing
5 12 (5.15%) GitHub
5 12 (5.15%) Google Cloud Platform
6 3 (1.29%) Google Analytics
7 2 (0.86%) Amazon Kinesis
7 2 (0.86%) IaaS
7 2 (0.86%) Salesforce Sales Cloud
7 2 (0.86%) Salesforce Service Cloud
8 1 (0.43%) Amazon S3
Communications & Networking
1 5 (2.15%) HTTP
2 1 (0.43%) Kerberos
2 1 (0.43%) LDAP
Database & Business Intelligence
1 158 (67.81%) Big Data
2 64 (27.47%) Data Warehouse
3 61 (26.18%) QlikView
4 53 (22.75%) Power BI
5 50 (21.46%) Hadoop
6 47 (20.17%) SQL Server
7 41 (17.60%) SQL Server Integration Services
8 38 (16.31%) SQL Server Reporting Services
9 37 (15.88%) SQL Server Analysis Services
10 32 (13.73%) NoSQL
11 22 (9.44%) SQL Server 2016
12 21 (9.01%) Apache Cassandra
12 21 (9.01%) Relational Database
13 19 (8.15%) RDBMS
14 14 (6.01%) Data Mining
15 13 (5.58%) MongoDB
16 11 (4.72%) BigQuery
17 10 (4.29%) Apache Hive
18 5 (2.15%) CouchDB
18 5 (2.15%) Text Mining
Development Applications
1 24 (10.30%) Git (software)
2 14 (6.01%) JIRA
3 12 (5.15%) Bitbucket
3 12 (5.15%) Cucumber
3 12 (5.15%) Eclipse
3 12 (5.15%) IntelliJ
3 12 (5.15%) JBehave
3 12 (5.15%) Mockito
3 12 (5.15%) SonarQube
3 12 (5.15%) TeamCity
4 8 (3.43%) Talend Open Studio
5 4 (1.72%) ERwin
5 4 (1.72%) Subversion
6 3 (1.29%) Bower
6 3 (1.29%) Grunt
6 3 (1.29%) gulp
6 3 (1.29%) Jenkins
6 3 (1.29%) Karma Test Runner
6 3 (1.29%) Mocha
6 3 (1.29%) Selenium
General
1 59 (25.32%) Finance
2 45 (19.31%) Marketing
3 40 (17.17%) Retail
4 20 (8.58%) Telecoms
5 13 (5.58%) Banking
6 10 (4.29%) Games
7 6 (2.58%) Publishing
8 5 (2.15%) Front Office
9 4 (1.72%) Financial Institution
10 3 (1.29%) Advertising
10 3 (1.29%) Manufacturing
11 2 (0.86%) Legal
12 1 (0.43%) Aerospace
12 1 (0.43%) Automotive
Job Titles
1 49 (21.03%) Data Scientist
2 30 (12.88%) Consultant
2 30 (12.88%) Developer
3 26 (11.16%) Analytics Manager
4 22 (9.44%) Analyst
4 22 (9.44%) Senior Data Scientist
5 20 (8.58%) Analytics Consultant
6 18 (7.73%) Data Analytics Manager
7 17 (7.30%) Business Intelligence Consultant
8 16 (6.87%) Business Consultant
9 14 (6.01%) Project Manager
10 13 (5.58%) Data Engineer
11 12 (5.15%) Senior Developer
12 11 (4.72%) Architect
12 11 (4.72%) Business Intelligence Analyst
13 10 (4.29%) Business Intelligence Developer
14 9 (3.86%) Business Analyst
14 9 (3.86%) Data Consultant
14 9 (3.86%) Microsoft Developer
14 9 (3.86%) Senior Manager
Libraries, Frameworks & Software Standards
1 16 (6.87%) Natural Language Processing
2 15 (6.44%) Kafka
3 14 (6.01%) JMS
3 14 (6.01%) Spring
4 12 (5.15%) Apache Camel
5 10 (4.29%) Web Services
6 7 (3.00%) AngularJS
6 7 (3.00%) React
7 6 (2.58%) .NET
7 6 (2.58%) Lucene
8 5 (2.15%) REST
9 4 (1.72%) ASP.NET
9 4 (1.72%) ASP.NET MVC
9 4 (1.72%) ASP.NET Web API
9 4 (1.72%) D3.js
9 4 (1.72%) HTML
9 4 (1.72%) HTML5
9 4 (1.72%) PySpark
9 4 (1.72%) TensorFlow
10 3 (1.29%) .NET Framework
Miscellaneous
1 61 (26.18%) Analytical Skills
2 46 (19.74%) Computer Science
3 33 (14.16%) Algorithms
4 19 (8.15%) Social Media
5 11 (4.72%) Management Information System
5 11 (4.72%) PMI
5 11 (4.72%) User Experience
6 10 (4.29%) Fintech
7 9 (3.86%) Greenfield Project
8 7 (3.00%) Semantic Web
9 5 (2.15%) Social Network
10 4 (1.72%) Enterprise Software
11 3 (1.29%) Augmented Reality
11 3 (1.29%) Clustering
11 3 (1.29%) FMCG
11 3 (1.29%) Online Games
12 2 (0.86%) Credit Risk
12 2 (0.86%) Data Structures
12 2 (0.86%) Hedge funds
13 1 (0.43%) Social Gaming
Operating Systems
1 18 (7.73%) Linux
2 12 (5.15%) Unix
3 4 (1.72%) Windows
4 3 (1.29%) Android
4 3 (1.29%) Apple iOS
5 2 (0.86%) CentOS
5 2 (0.86%) Red Hat Enterprise Linux
6 1 (0.43%) Mesosphere
6 1 (0.43%) Ubuntu
Processes & Methodologies
1 233 (100.00%) Analytics
2 140 (60.09%) Machine Learning
3 111 (47.64%) Business Intelligence
4 70 (30.04%) Agile Software Development
5 66 (28.33%) ETL
6 64 (27.47%) Visualisation
7 53 (22.75%) Business Analytics
7 53 (22.75%) Data Visualisation
8 49 (21.03%) Mathematics
9 38 (16.31%) Data Analytics
10 37 (15.88%) Stakeholder Management
11 32 (13.73%) Statistics
11 32 (13.73%) Translating Business Requirements
12 30 (12.88%) Presales
12 30 (12.88%) Project Planning
13 29 (12.45%) Mentoring
14 26 (11.16%) DevOps
15 25 (10.73%) CRM
16 24 (10.30%) Software Engineering
17 23 (9.87%) Data Management
Programming Languages
1 102 (43.78%) R
2 80 (34.33%) Python
3 66 (28.33%) Java
4 50 (21.46%) SQL
5 27 (11.59%) Scala
6 14 (6.01%) C++
6 14 (6.01%) PHP
7 13 (5.58%) C#
8 10 (4.29%) JavaScript
9 4 (1.72%) Shell Script
9 4 (1.72%) T-SQL
10 3 (1.29%) Apple Swift
10 3 (1.29%) Bash Shell
10 3 (1.29%) ES6
10 3 (1.29%) Objective-C
10 3 (1.29%) Ruby
10 3 (1.29%) TypeScript
11 2 (0.86%) PowerShell
11 2 (0.86%) VBA
11 2 (0.86%) XPath
Qualifications
1 83 (35.62%) Degree
2 32 (13.73%) Numerate Degree
3 18 (7.73%) PhD
4 15 (6.44%) Master's Degree
5 11 (4.72%) PMI Certification
5 11 (4.72%) PMP
6 6 (2.58%) MCP
6 6 (2.58%) Microsoft Certification
7 2 (0.86%) Computer Science Degree
7 2 (0.86%) ISEB
Quality Assurance & Compliance
1 8 (3.43%) Data Quality
2 7 (3.00%) QA
3 1 (0.43%) Actionable Recommendations
3 1 (0.43%) SLA
System Software
1 8 (3.43%) Virtual Machines
2 4 (1.72%) Docker
3 3 (1.29%) HDFS
4 1 (0.43%) Apache Flume
Systems Management
1 4 (1.72%) Opscode Chef
1 4 (1.72%) Puppet
2 2 (0.86%) HP Operations Orchestration
2 2 (0.86%) Kubernetes
2 2 (0.86%) Rundeck
2 2 (0.86%) Salt
3 1 (0.43%) Ambari
3 1 (0.43%) Docker Swarm
Vendors
1 72 (30.90%) Microsoft
2 66 (28.33%) Tableau
3 15 (6.44%) Google
4 14 (6.01%) Netezza
4 14 (6.01%) Teradata
5 12 (5.15%) Oracle
6 8 (3.43%) Talend
7 6 (2.58%) Cloudera
8 5 (2.15%) Hortonworks
8 5 (2.15%) Hyperion
8 5 (2.15%) IBM
8 5 (2.15%) Salesforce.com
9 4 (1.72%) MapR
9 4 (1.72%) SAP
10 3 (1.29%) Adobe
10 3 (1.29%) Xamarin
11 2 (0.86%) HP
11 2 (0.86%) Perforce
11 2 (0.86%) SaltStack
11 2 (0.86%) ServiceNow
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 3 days ago
London
Churchill Frank
Salary: £50000 - £65000 per annum
Posted: 6 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 4 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 20 days ago
London
Churchill Frank
Salary: £40000 - £80000 per annum
Posted: 25 days ago