The following table provides summary statistics for permanent job vacancies advertised in England 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 648 781 792
Rank change year-on-year +133 +11  
Permanent jobs citing Predictive Analytics 216 134 169
As % of all permanent IT jobs advertised in England 0.26% 0.15% 0.16%
As % of the Processes & Methodologies category 0.29% 0.17% 0.19%
Number of salaries quoted 182 103 117
Median salary £60,000 £60,000 £50,000
Median salary % change year-on-year - +20.00%  
90% offered a salary of more than £42,500 £37,500 £36,000
10% offered a salary of more than £81,500 £82,000 £80,000
UK excluding London median salary £50,750 £57,500 £42,500
% change year-on-year -11.73% +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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 74281 81140 91281
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 87.96%
Number of salaries quoted 60243 68634 75471
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Analytics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Predictive Analytics
Salary Trend in England

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

Salary trend for Predictive Analytics in England

Predictive Analytics
Salary Histogram in England

The salary distribution of IT jobs citing Predictive Analytics in England over the 3 months to 25 June 2017.

Salary histogram for Predictive Analytics in England

Predictive Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the England region over the 3 months to 25 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
London +80 139 £67,500 +12.50% 11
East Midlands +51 27 £45,000 -10.00% 2
North West - 20 £65,000 - 1
South East +62 12 £56,250 +50.00% 4
West Midlands -12 6 £48,500 -19.16% 2
South West +5 4 £50,000 +17.64%
East of England +5 4 - - 1
Yorkshire +11 2 £70,000 +75.00% 1
Midlands - 2 £58,000 - 4
Predictive Analytics
UK

For the 6 months to 25 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 England region with a requirement for Predictive Analytics.

1 365 (100.00%) Analytics
2 228 (62.47%) Big Data
3 194 (53.15%) Machine Learning
4 164 (44.93%) Business Intelligence
5 146 (40.00%) R
6 130 (35.62%) Python
7 129 (35.34%) Degree
8 121 (33.15%) SQL
9 115 (31.51%) Agile Software Development
10 106 (29.04%) Java
11 95 (26.03%) Data Warehouse
12 94 (25.75%) Microsoft
12 94 (25.75%) Visualisation
13 87 (23.84%) ETL
14 86 (23.56%) Mathematics
15 84 (23.01%) Analytical Skills
16 82 (22.47%) Data Visualisation
17 78 (21.37%) SQL Server
18 77 (21.10%) Tableau
18 77 (21.10%) Apache Spark
18 77 (21.10%) Hadoop
19 75 (20.55%) Finance
20 74 (20.27%) Microsoft Azure
21 69 (18.90%) SQL Server Integration Services
22 68 (18.63%) Computer Science
23 67 (18.36%) QlikView
23 67 (18.36%) Power BI
24 65 (17.81%) SQL Server Analysis Services
25 57 (15.62%) SQL Server Reporting Services
26 56 (15.34%) Algorithms

Predictive Analytics
Co-occurring IT Skills in England 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 77 (21.10%) Apache Spark
2 40 (10.96%) SAS
3 35 (9.59%) Apache
4 15 (4.11%) Elasticsearch
5 13 (3.56%) Confluence
6 8 (2.19%) SharePoint
7 7 (1.92%) BizTalk Server
8 6 (1.64%) WebLogic
8 6 (1.64%) WebSphere
9 4 (1.10%) Apache Pig
10 3 (0.82%) GlassFish
10 3 (0.82%) JBoss
10 3 (0.82%) OpenStack
10 3 (0.82%) Oracle SOA Suite
10 3 (0.82%) WildFly
11 1 (0.27%) ArcGIS
11 1 (0.27%) Jupyter
11 1 (0.27%) nginx
11 1 (0.27%) Tomcat
Applications
1 36 (9.86%) Microsoft Excel
2 27 (7.40%) SPSS
3 25 (6.85%) Microsoft PowerPoint
4 19 (5.21%) Microsoft Office
5 2 (0.55%) Spreadsheet
Business Applications
1 7 (1.92%) SAP CRM
2 4 (1.10%) HFM
2 4 (1.10%) Hyperion Enterprise
3 3 (0.82%) Hyperion Planning
3 3 (0.82%) Sage 200
4 2 (0.55%) Salesforce.com CRM
5 1 (0.27%) Aareon QL
5 1 (0.27%) Academy Housing
5 1 (0.27%) Kypera Housing
5 1 (0.27%) MIS ActiveH
5 1 (0.27%) Northgate Housing
5 1 (0.27%) OPENHousing
5 1 (0.27%) Orchard Housing
Cloud Services
1 74 (20.27%) Microsoft Azure
2 41 (11.23%) Azure Machine Learning
3 35 (9.59%) Amazon AWS
4 17 (4.66%) Cloud Computing
5 16 (4.38%) Google Cloud Platform
6 12 (3.29%) GitHub
7 9 (2.47%) SaaS
8 6 (1.64%) Amazon Kinesis
8 6 (1.64%) Cortana Intelligence Suite
8 6 (1.64%) Google Analytics
9 4 (1.10%) Amazon EMR
10 3 (0.82%) Boomi
11 2 (0.55%) Amazon S3
11 2 (0.55%) IaaS
11 2 (0.55%) Salesforce Sales Cloud
11 2 (0.55%) Salesforce Service Cloud
Communications & Networking
1 11 (3.01%) HTTP
2 7 (1.92%) Internet
3 1 (0.27%) Kerberos
3 1 (0.27%) LDAP
Database & Business Intelligence
1 228 (62.47%) Big Data
2 95 (26.03%) Data Warehouse
3 78 (21.37%) SQL Server
4 77 (21.10%) Hadoop
5 69 (18.90%) SQL Server Integration Services
6 67 (18.36%) Power BI
6 67 (18.36%) QlikView
7 65 (17.81%) SQL Server Analysis Services
8 57 (15.62%) SQL Server Reporting Services
9 52 (14.25%) NoSQL
10 37 (10.14%) Relational Database
11 36 (9.86%) SQL Server 2016
12 30 (8.22%) MongoDB
12 30 (8.22%) RDBMS
13 29 (7.95%) Apache Cassandra
14 27 (7.40%) Data Mining
15 17 (4.66%) Apache Hive
16 15 (4.11%) BigQuery
17 13 (3.56%) BusinessObjects
18 12 (3.29%) PostgreSQL
Development Applications
1 36 (9.86%) Git (software)
2 15 (4.11%) JBehave
2 15 (4.11%) JIRA
3 12 (3.29%) Bitbucket
3 12 (3.29%) Cucumber
3 12 (3.29%) Eclipse
3 12 (3.29%) IntelliJ
3 12 (3.29%) Mockito
3 12 (3.29%) SonarQube
3 12 (3.29%) TeamCity
4 9 (2.47%) Jenkins
5 8 (2.19%) Talend Open Studio
6 6 (1.64%) JUnit
6 6 (1.64%) Maven
7 5 (1.37%) ERwin
8 4 (1.10%) MSTest
8 4 (1.10%) SpecFlow
8 4 (1.10%) Subversion
8 4 (1.10%) Team Foundation Server
9 3 (0.82%) gulp
General
1 75 (20.55%) Finance
2 52 (14.25%) Marketing
3 43 (11.78%) Retail
4 20 (5.48%) Telecoms
5 19 (5.21%) Banking
6 16 (4.38%) Games
7 12 (3.29%) Advertising
8 6 (1.64%) Law
8 6 (1.64%) Publishing
9 5 (1.37%) Front Office
9 5 (1.37%) Manufacturing
10 4 (1.10%) Automotive
10 4 (1.10%) Financial Institution
11 3 (0.82%) Legal
12 1 (0.27%) Aerospace
12 1 (0.27%) Back Office
12 1 (0.27%) Billing
12 1 (0.27%) General Ledger
Job Titles
1 81 (22.19%) Data Scientist
2 64 (17.53%) Developer
3 36 (9.86%) Consultant
4 32 (8.77%) Analyst
4 32 (8.77%) Analytics Manager
5 23 (6.30%) Architect
5 23 (6.30%) Senior Data Scientist
6 22 (6.03%) Data Analytics Manager
7 21 (5.75%) Analytics Consultant
7 21 (5.75%) Business Intelligence Consultant
8 20 (5.48%) Business Consultant
8 20 (5.48%) Senior Developer
9 17 (4.66%) Java Developer
9 17 (4.66%) Project Manager
10 15 (4.11%) Business Intelligence Developer
10 15 (4.11%) Data Engineer
11 13 (3.56%) Business Analyst
11 13 (3.56%) Business Intelligence Analyst
12 12 (3.29%) Data Architect
12 12 (3.29%) Software Engineer
Libraries, Frameworks & Software Standards
1 19 (5.21%) .NET
1 19 (5.21%) Natural Language Processing
2 18 (4.93%) HTML
2 18 (4.93%) Spring
3 17 (4.66%) HTML5
3 17 (4.66%) JMS
3 17 (4.66%) RESTful
4 16 (4.38%) Web Services
5 15 (4.11%) Kafka
6 13 (3.56%) AngularJS
7 12 (3.29%) Apache Camel
7 12 (3.29%) CSS
7 12 (3.29%) React
8 11 (3.01%) REST
9 10 (2.74%) ASP.NET
9 10 (2.74%) ASP.NET MVC
9 10 (2.74%) ASP.NET Web API
9 10 (2.74%) CSS3
10 9 (2.47%) .NET Framework
10 9 (2.47%) Entity Framework
Miscellaneous
1 84 (23.01%) Analytical Skills
2 68 (18.63%) Computer Science
3 56 (15.34%) Algorithms
4 26 (7.12%) Greenfield Project
5 22 (6.03%) Social Media
6 17 (4.66%) User Experience
7 15 (4.11%) Management Information System
8 12 (3.29%) Enterprise Software
9 11 (3.01%) PMI
10 10 (2.74%) Fintech
10 10 (2.74%) Mobile App
11 7 (1.92%) Internet of Things
11 7 (1.92%) NHS
11 7 (1.92%) Online Banking
11 7 (1.92%) Semantic Web
12 6 (1.64%) FMCG
13 5 (1.37%) Social Network
14 4 (1.10%) Foreign Exchange (FX)
14 4 (1.10%) Online Games
15 3 (0.82%) Clustering
Operating Systems
1 22 (6.03%) Linux
2 12 (3.29%) Unix
3 9 (2.47%) Android
3 9 (2.47%) Apple iOS
4 4 (1.10%) Windows
5 2 (0.55%) CentOS
5 2 (0.55%) Red Hat Enterprise Linux
6 1 (0.27%) Mesosphere
6 1 (0.27%) Ubuntu
Processes & Methodologies
1 365 (100.00%) Analytics
2 194 (53.15%) Machine Learning
3 164 (44.93%) Business Intelligence
4 115 (31.51%) Agile Software Development
5 94 (25.75%) Visualisation
6 87 (23.84%) ETL
7 86 (23.56%) Mathematics
8 82 (22.47%) Data Visualisation
9 53 (14.52%) Business Analytics
10 49 (13.42%) Stakeholder Management
11 46 (12.60%) Statistics
12 44 (12.05%) Data Analytics
13 40 (10.96%) DevOps
14 39 (10.68%) Software Engineering
15 38 (10.41%) CRM
16 35 (9.59%) Mentoring
17 34 (9.32%) TDD
18 32 (8.77%) Data Modelling
18 32 (8.77%) Scrum
18 32 (8.77%) Translating Business Requirements
Programming Languages
1 146 (40.00%) R
2 130 (35.62%) Python
3 121 (33.15%) SQL
4 106 (29.04%) Java
5 44 (12.05%) Scala
6 41 (11.23%) C#
7 36 (9.86%) C++
8 24 (6.58%) JavaScript
8 24 (6.58%) MATLAB
9 19 (5.21%) C
10 14 (3.84%) PHP
10 14 (3.84%) T-SQL
11 8 (2.19%) Data Analysis Expressions (DAX)
12 6 (1.64%) Apple Swift
12 6 (1.64%) Objective-C
12 6 (1.64%) Ruby
13 5 (1.37%) PowerShell
14 4 (1.10%) Bash Shell
14 4 (1.10%) Groovy
14 4 (1.10%) Shell Script
Qualifications
1 129 (35.34%) Degree
2 54 (14.79%) Numerate Degree
3 25 (6.85%) PhD
4 16 (4.38%) Master's Degree
5 11 (3.01%) PMI Certification
5 11 (3.01%) PMP
6 7 (1.92%) Security Cleared
7 6 (1.64%) MCP
7 6 (1.64%) Microsoft Certification
7 6 (1.64%) SC Cleared
8 2 (0.55%) Computer Science Degree
8 2 (0.55%) ISEB
9 1 (0.27%) DV Cleared
9 1 (0.27%) ITIL Certification
Quality Assurance & Compliance
1 14 (3.84%) Data Quality
2 7 (1.92%) QA
3 6 (1.64%) COBIT
4 1 (0.27%) Actionable Recommendations
4 1 (0.27%) SLA
System Software
1 12 (3.29%) Docker
2 8 (2.19%) Virtual Machines
3 3 (0.82%) HDFS
4 1 (0.27%) Active Directory
4 1 (0.27%) Apache Flume
Systems Management
1 5 (1.37%) Kubernetes
1 5 (1.37%) Opscode Chef
1 5 (1.37%) Puppet
2 2 (0.55%) HP Operations Orchestration
2 2 (0.55%) Rundeck
2 2 (0.55%) Salt
3 1 (0.27%) Ambari
3 1 (0.27%) Docker Swarm
Vendors
1 94 (25.75%) Microsoft
2 77 (21.10%) Tableau
3 27 (7.40%) Oracle
4 19 (5.21%) Google
5 16 (4.38%) SAP
6 14 (3.84%) Netezza
6 14 (3.84%) Teradata
7 11 (3.01%) Cloudera
8 8 (2.19%) Talend
9 7 (1.92%) IBM
10 6 (1.64%) Hortonworks
10 6 (1.64%) Xamarin
11 5 (1.37%) Hyperion
11 5 (1.37%) Salesforce.com
12 4 (1.10%) MapR
13 3 (0.82%) Adobe
13 3 (0.82%) Dell
13 3 (0.82%) Sage
14 2 (0.55%) HP
14 2 (0.55%) Perforce
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 2 days ago
Liverpool
Nigel Frank International
Salary: £40000 - £45000 per annum + company benefits
Posted: 2 days ago
Northampton, Northamptonshire
McGregor Boyall
Salary: Annual leave allowance and pension
Posted: 4 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 3 days ago
London
Churchill Frank
Salary: £50000 - £65000 per annum
Posted: 5 days ago
Leatherhead, Surrey
ANSON MCCADE
Salary: UKP 48000 per year
Posted: 5 days ago
Reading, Berkshire
ANSON MCCADE
Salary: UKP 48000 per year
Posted: 5 days ago
Northamptonshire
Nigel Frank International
Salary: £45000 - £58000 per annum + benefits
Posted: 5 days ago
Darlington, County Durham
Harvey Nash plc
Salary: £20000 - £25000 per annum
Posted: 6 days ago
Sheffield, South Yorkshire
Searchability
Salary: £23000 - £40000 per annum + Benefits
Posted: 6 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 6 days ago
Reading
Montash Limited
Salary: £50000 - £55000 per annum + car allowance and benefits
Posted: 9 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 19 days ago
London
Churchill Frank
Salary: £40000 - £80000 per annum
Posted: 23 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 18 days ago