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

Predictive Analytics
UK / England
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 690 728 771
Rank change year-on-year +38 +43  
Permanent jobs citing Predictive Analytics 154 190 176
As % of all permanent IT jobs advertised in England 0.19% 0.19% 0.18%
As % of the Processes & Methodologies category 0.22% 0.22% 0.20%
Number of salaries quoted 118 161 136
Median salary £65,000 £60,000 £52,500
Median salary % change year-on-year +8.33% +14.28%  
90% offered a salary of more than £42,500 £42,500 £35,000
10% offered a salary of more than £85,000 £91,500 £85,000
UK excluding London median salary £52,500 £57,500 £47,500
% change year-on-year -8.69% +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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71495 86758 87192
As % of all permanent IT job vacancies advertised in England 89.14% 88.63% 86.96%
Number of salaries quoted 59324 72606 71305
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 29 March 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 29 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
London +66 96 £72,500 +11.53% 12
East Midlands +19 19 £42,500 -19.04% 4
South East +38 17 £62,500 +38.88% 5
North West - 9 £37,500 - 4
East of England +21 7 £53,500 +5.62% 1
South West +16 6 £82,434 +43.36% 1
Predictive Analytics
UK

For the 6 months to 29 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 England region with a requirement for Predictive Analytics.

1 287 (100.00%) Analytics
2 195 (67.94%) Big Data
3 149 (51.92%) Business Intelligence
4 140 (48.78%) Machine Learning
5 120 (41.81%) R
6 114 (39.72%) SQL
7 107 (37.28%) Python
8 96 (33.45%) Degree
9 81 (28.22%) Analytical Skills
10 80 (27.87%) Visualisation
11 77 (26.83%) ETL
12 74 (25.78%) Finance
12 74 (25.78%) Agile Software Development
13 69 (24.04%) Mathematics
13 69 (24.04%) Data Warehouse
14 68 (23.69%) Microsoft
15 67 (23.34%) Tableau
16 65 (22.65%) Java
17 64 (22.30%) MS Excel
18 63 (21.95%) Data Visualisation
19 62 (21.60%) Microsoft Azure
19 62 (21.60%) C#
19 62 (21.60%) SQL Server
20 59 (20.56%) Hadoop
21 58 (20.21%) Power BI
22 56 (19.51%) Computer Science
23 55 (19.16%) SQL Server Integration Services
24 53 (18.47%) SQL Server Reporting Services
24 53 (18.47%) Apache Spark
25 51 (17.77%) SQL Server Analysis Services

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 53 (18.47%) Apache Spark
2 43 (14.98%) SAS
3 36 (12.54%) Apache
4 15 (5.23%) SharePoint
5 9 (3.14%) BizTalk Server
6 7 (2.44%) Apache Pig
7 3 (1.05%) Apache Solr
8 2 (0.70%) Confluence
8 2 (0.70%) Elasticsearch
8 2 (0.70%) OpenStack
9 1 (0.35%) nginx
Applications
1 64 (22.30%) MS Excel
2 33 (11.50%) SPSS
3 20 (6.97%) MS PowerPoint
4 12 (4.18%) MS Office
Business Applications
1 9 (3.14%) SAP CRM
2 6 (2.09%) Hyperion Enterprise
3 4 (1.39%) HFM
3 4 (1.39%) Hyperion Planning
4 3 (1.05%) Sage 200
5 1 (0.35%) SAP Oil and Gas
Cloud Services
1 62 (21.60%) Microsoft Azure
2 20 (6.97%) Azure Machine Learning
3 19 (6.62%) Cloud Computing
4 14 (4.88%) Amazon AWS
5 10 (3.48%) Google Cloud Platform
6 9 (3.14%) Data Lake Analytics
7 6 (2.09%) Google Analytics
8 5 (1.74%) PaaS
8 5 (1.74%) SaaS
9 2 (0.70%) Amazon S3
9 2 (0.70%) IaaS
10 1 (0.35%) Amazon EC2
10 1 (0.35%) Amazon EMR
10 1 (0.35%) Amazon Kinesis
10 1 (0.35%) GitHub
Communications & Networking
1 9 (3.14%) Internet
2 5 (1.74%) HTTP
3 1 (0.35%) TCP/IP
Database & Business Intelligence
1 195 (67.94%) Big Data
2 69 (24.04%) Data Warehouse
3 62 (21.60%) SQL Server
4 59 (20.56%) Hadoop
5 58 (20.21%) Power BI
6 55 (19.16%) SQL Server Integration Services
7 53 (18.47%) SQL Server Reporting Services
8 51 (17.77%) SQL Server Analysis Services
9 50 (17.42%) QlikView
10 27 (9.41%) NoSQL
11 26 (9.06%) SQL Server 2016
12 25 (8.71%) Relational Database
13 22 (7.67%) Data Mining
13 22 (7.67%) RDBMS
14 20 (6.97%) HDInsight
15 16 (5.57%) Apache Hive
16 15 (5.23%) BusinessObjects
17 14 (4.88%) MongoDB
17 14 (4.88%) SQL Server 2012
18 12 (4.18%) Spotfire
Development Applications
1 12 (4.18%) Visual Studio
2 10 (3.48%) Git (software)
3 5 (1.74%) ERwin
4 4 (1.39%) Jenkins
4 4 (1.39%) JIRA
4 4 (1.39%) Subversion
5 3 (1.05%) Apache Continuum
5 3 (1.05%) JUnit
5 3 (1.05%) NetBeans
6 1 (0.35%) Cucumber
6 1 (0.35%) Eclipse
6 1 (0.35%) FishEye
6 1 (0.35%) IntelliJ
6 1 (0.35%) JBehave
6 1 (0.35%) Mocha
6 1 (0.35%) Mockito
6 1 (0.35%) MSTest
6 1 (0.35%) Selenium
6 1 (0.35%) SpecFlow
6 1 (0.35%) TeamCity
General
1 74 (25.78%) Finance
2 43 (14.98%) Marketing
2 43 (14.98%) Retail
3 19 (6.62%) Banking
4 11 (3.83%) Games
5 10 (3.48%) Telecoms
6 5 (1.74%) Investment Banking
7 4 (1.39%) Advertising
8 3 (1.05%) Front Office
8 3 (1.05%) Manufacturing
9 2 (0.70%) Financial Institution
10 1 (0.35%) Electronics
Job Titles
1 60 (20.91%) Data Scientist
2 42 (14.63%) Consultant
3 40 (13.94%) Analyst
4 39 (13.59%) Developer
5 27 (9.41%) Analytics Manager
6 24 (8.36%) Architect
7 20 (6.97%) Business Intelligence Analyst
8 18 (6.27%) Business Intelligence Consultant
9 17 (5.92%) Data Analytics Manager
10 15 (5.23%) Business Consultant
10 15 (5.23%) Senior Developer
11 14 (4.88%) Analytics Consultant
12 12 (4.18%) Business Analyst
12 12 (4.18%) Business Intelligence Developer
13 11 (3.83%) Associate Director
13 11 (3.83%) Data Architect
13 11 (3.83%) Microsoft Developer
13 11 (3.83%) Solutions Architect
14 10 (3.48%) Senior Data Scientist
15 8 (2.79%) Test Consultant
Libraries, Frameworks & Software Standards
1 27 (9.41%) .NET
2 13 (4.53%) CSS
2 13 (4.53%) HTML
3 9 (3.14%) Natural Language Processing
4 8 (2.79%) REST
5 6 (2.09%) RESTful
5 6 (2.09%) Web Services
6 5 (1.74%) Apache Flex
6 5 (1.74%) CSS3
6 5 (1.74%) HTML5
6 5 (1.74%) Node.js
7 4 (1.39%) AngularJS
7 4 (1.39%) ASP.NET
7 4 (1.39%) ASP.NET MVC
7 4 (1.39%) ASP.NET MVC 4
7 4 (1.39%) Kafka
8 3 (1.05%) .NET Framework
8 3 (1.05%) Java RMI
8 3 (1.05%) JMS
8 3 (1.05%) NHibernate
Miscellaneous
1 81 (28.22%) Analytical Skills
2 56 (19.51%) Computer Science
3 48 (16.72%) Algorithms
4 12 (4.18%) Credit Risk
4 12 (4.18%) Management Information System
4 12 (4.18%) Social Media
5 11 (3.83%) Enterprise Software
5 11 (3.83%) NHS
6 10 (3.48%) User Experience
7 9 (3.14%) Internet of Things
8 7 (2.44%) Mobile App
9 5 (1.74%) Fintech
9 5 (1.74%) PMI
10 4 (1.39%) FMCG
10 4 (1.39%) Social Network
11 3 (1.05%) Online Games
12 2 (0.70%) Data Structures
12 2 (0.70%) Hedge funds
12 2 (0.70%) Minimum Viable Product
13 1 (0.35%) Private Cloud
Operating Systems
1 20 (6.97%) Linux
2 7 (2.44%) Windows
3 3 (1.05%) Unix
4 2 (0.70%) CentOS
4 2 (0.70%) Red Hat Enterprise Linux
Processes & Methodologies
1 287 (100.00%) Analytics
2 149 (51.92%) Business Intelligence
3 140 (48.78%) Machine Learning
4 80 (27.87%) Visualisation
5 77 (26.83%) ETL
6 74 (25.78%) Agile Software Development
7 69 (24.04%) Mathematics
8 63 (21.95%) Data Visualisation
9 41 (14.29%) Performance Management
10 39 (13.59%) Data Analytics
11 36 (12.54%) Statistics
12 32 (11.15%) Business Analytics
12 32 (11.15%) Physics
13 31 (10.80%) Presales
13 31 (10.80%) Stakeholder Management
14 30 (10.45%) Data Modelling
15 29 (10.10%) Software Engineering
16 28 (9.76%) CRM
17 27 (9.41%) Data Analysis
17 27 (9.41%) ITIL
Programming Languages
1 120 (41.81%) R
2 114 (39.72%) SQL
3 107 (37.28%) Python
4 65 (22.65%) Java
5 62 (21.60%) C#
6 34 (11.85%) C++
7 32 (11.15%) Scala
8 30 (10.45%) MATLAB
9 21 (7.32%) C
10 16 (5.57%) PHP
11 13 (4.53%) JavaScript
12 12 (4.18%) T-SQL
13 4 (1.39%) Bash Shell
13 4 (1.39%) Groovy
14 3 (1.05%) Shell Script
15 2 (0.70%) Data Analysis Expressions (DAX)
15 2 (0.70%) PowerShell
15 2 (0.70%) XPath
16 1 (0.35%) ES6
16 1 (0.35%) TypeScript
Qualifications
1 96 (33.45%) Degree
2 20 (6.97%) PhD
3 12 (4.18%) ISEB
4 8 (2.79%) Microsoft Certification
5 6 (2.09%) MCP
6 5 (1.74%) PMI Certification
6 5 (1.74%) PMP
7 3 (1.05%) BC Cleared
7 3 (1.05%) Security Cleared
8 2 (0.70%) ACCA
9 1 (0.35%) CIMA
9 1 (0.35%) MBA
Quality Assurance & Compliance
1 19 (6.62%) Data Quality
2 18 (6.27%) QA
3 15 (5.23%) SLA
4 9 (3.14%) COBIT
5 7 (2.44%) IFRS
5 7 (2.44%) IFRS 9
6 5 (1.74%) GCP
7 2 (0.70%) IAS 39
System Software
1 7 (2.44%) Docker
2 5 (1.74%) HDFS
3 3 (1.05%) Apache Flume
4 1 (0.35%) Virtual Machines
Systems Management
1 5 (1.74%) Opscode Chef
1 5 (1.74%) Puppet
2 4 (1.39%) Kubernetes
3 3 (1.05%) Ambari
3 3 (1.05%) Oozie
4 2 (0.70%) HP Operations Orchestration
4 2 (0.70%) Rundeck
4 2 (0.70%) Salt
5 1 (0.35%) Ansible
Vendors
1 68 (23.69%) Microsoft
2 67 (23.34%) Tableau
3 26 (9.06%) Oracle
4 19 (6.62%) Hyperion
5 14 (4.88%) SAP
6 11 (3.83%) Netezza
6 11 (3.83%) Teradata
7 9 (3.14%) Google
8 7 (2.44%) Cloudera
9 5 (1.74%) Hortonworks
10 4 (1.39%) Salesforce.com
11 3 (1.05%) GoldenSource
11 3 (1.05%) IBM
11 3 (1.05%) Informatica
11 3 (1.05%) MicroStrategy
11 3 (1.05%) Platfora
11 3 (1.05%) Sage
12 2 (0.70%) Alteryx
12 2 (0.70%) MapR
12 2 (0.70%) SaltStack
London
Churchill Frank
Salary: £25000 - £200000 per annum
Posted: Yesterday
Cheshire
Churchill Frank
Salary: £60000 - £70000 per annum + benefits
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Manchester
Churchill Frank
Salary: £60000 - £70000 per annum + benefits
Posted: Yesterday
Brighton
Think IT Recruitment Limted
Salary: £55000.00 - £65000.00 per annum + benefits
Posted: Yesterday
London
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Salary: £65000 - £95000 per annum
Posted: Yesterday
City, London
Lawrence Harvey Enterprise
Salary: £50000.00 - £65000.00 per annum
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City, London
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Salary: £76400 per annum
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Banbury, Oxfordshire
Auburn Rose
Salary: From £50,000 to £55,000 per annum + Benefits
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London
Salt
Salary: £65000.00 - £75000.00 per annum
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London
Nigel Frank International
Salary: £30000 - £35000 per annum + benefits
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Durham, County Durham
Sanderson
Salary: £30000.00 per annum
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Northamptonshire
Nigel Frank International
Salary: £45000 per annum + unique benefits
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Durham, County Durham
Sanderson
Salary: £30000.00 per annum
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Hemel Hempstead
Churchill Frank
Salary: £75000 - £90000 per annum
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Bristol
Recruitment Genius Ltd
Posted: 7 days ago
London
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: 8 days ago
Durham, County Durham
Sanderson
Salary: £50000.00 per annum
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Oxfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + benefits
Posted: 11 days ago
London
Westbourne Partners
Salary: Up to £100,000 per annum
Posted: 5 days ago
Manchester, Lancashire
Lorien
Posted: 5 days ago
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £40,000 to £55,000 per annum Benefits
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London
Venturi
Salary: £60000 - £80000 per annum + Bonus
Posted: 14 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 16 days ago
London
Churchill Frank
Salary: £60000 - £80000 per annum
Posted: 21 days ago
Nottinghamshire
Experian
Salary: £50000 - £55000 per annum
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Northamptonshire
Lawrence Harvey
Salary: £45000 - £50000 per annum
Posted: 21 days ago
London
Lawrence Harvey
Salary: £55000.00 - £70000.00 per annum + bonus, pension, health care etc
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Nottinghamshire
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Salary: £40000 - £45000 per annum
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