The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 732 772 910
Rank change year-on-year
+40 +138
Permanent jobs citing Predictive Analytics 160 176 36
As % of all permanent IT jobs located in England 0.18% 0.17% 0.033%
As % of the Processes & Methodologies category 0.20% 0.20% 0.039%
Number of salaries quoted 146 132 25
Median salary £62,500 £50,000 £62,500
Median salary % change year-on-year
+25.00% -20.00%
90% offered a salary of more than £42,500 £35,000 £33,500
10% offered a salary of more than £95,000 £90,000 £89,000
UK excluding London median salary £57,500 £42,500 £50,000
% change year-on-year
+35.29% -15.00%
Predictive Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
79530 89127 93038
As % of all permanent IT jobs located in England 88.07% 87.44% 85.42%
Number of salaries quoted 67223 74140 74880
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Analytics
Jobs Demand Trend in England

The demand trend of job ads across the England 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 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 across the England region.

Predictive Analytics Salary Trend in England

Predictive Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the England region over the 3 months to 27 August 2016.

Predictive Analytics Salary Histogram 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 27 August 2016. 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
(Click see detailed
statistics and trends)
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 +36 107 £67,500 +12.50% 10
South East +13 36 £72,500 +70.58% 7
Yorkshire +39 8 £46,250 - 1
North West +16 3 £50,000 +25.00% 1
East of England +21 2 £55,500 -
South West - 2 £77,500 - 1
East Midlands +12 1 £50,000 +53.84%
West Midlands -19 1 £28,500 -32.94%
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 27 August 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 England region with a requirement for Predictive Analytics.

1 312 (100.00%) Analytics
2 184 (58.97%) Big Data
3 162 (51.92%) SQL
4 129 (41.35%) Machine Learning
5 122 (39.10%) Agile Software Development
6 117 (37.50%) Python
7 114 (36.54%) Business Intelligence
8 97 (31.09%) Java
9 89 (28.53%) R
10 85 (27.24%) Analytical Skills
10 85 (27.24%) Degree
11 81 (25.96%) Oracle
12 80 (25.64%) Mathematics
12 80 (25.64%) Hadoop
13 79 (25.32%) NoSQL
14 75 (24.04%) Visualisation
15 67 (21.47%) Data Warehouse
16 64 (20.51%) Scrum
17 57 (18.27%) Software Engineering
18 56 (17.95%) Spring
18 56 (17.95%) Hibernate
18 56 (17.95%) Apache Spark
19 55 (17.63%) Artificial Intelligence
20 54 (17.31%) Retail
20 54 (17.31%) Finance
21 52 (16.67%) Data Analytics
22 51 (16.35%) Mobile App
23 50 (16.03%) Microsoft Azure
23 50 (16.03%) SAS
23 50 (16.03%) SQL Server

Predictive Analytics
Top Related 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 56 (17.95%) Apache Spark
2 50 (16.03%) SAS
3 37 (11.86%) JBoss
4 32 (10.26%) GlassFish
4 32 (10.26%) WildFly
5 21 (6.73%) SharePoint
6 19 (6.09%) Apache Pig
7 6 (1.92%) Elasticsearch
8 5 (1.60%) ArcGIS
9 4 (1.28%) Oracle SOA Suite
10 3 (0.96%) Apache Solr
10 3 (0.96%) Confluence
11 2 (0.64%) Apache
12 1 (0.32%) NServiceBus
Applications
1 24 (7.69%) MS Excel
2 21 (6.73%) SPSS
3 8 (2.56%) MS PowerPoint
4 3 (0.96%) MS Office
4 3 (0.96%) Stata
Business Applications
1 3 (0.96%) Oracle BPM
2 2 (0.64%) SAP Oil and Gas
3 1 (0.32%) Cognos TM1
3 1 (0.32%) Relativity
Cloud Services
1 50 (16.03%) Microsoft Azure
2 30 (9.62%) PaaS
3 23 (7.37%) Amazon AWS
4 20 (6.41%) IaaS
5 15 (4.81%) SaaS
6 10 (3.21%) Azure Machine Learning
6 10 (3.21%) Cloud Computing
7 8 (2.56%) Google Cloud Platform
8 7 (2.24%) Data Lake Analytics
9 1 (0.32%) Adobe Analytics
9 1 (0.32%) Amazon EC2
9 1 (0.32%) Amazon EMR
9 1 (0.32%) Amazon Kinesis
9 1 (0.32%) Amazon S3
9 1 (0.32%) GitHub
9 1 (0.32%) Google Analytics
9 1 (0.32%) iPaaS
9 1 (0.32%) Office 365
Communications & Networking
1 5 (1.60%) Internet
2 2 (0.64%) DNS
2 2 (0.64%) Firewall
2 2 (0.64%) SSL
2 2 (0.64%) Wireless
3 1 (0.32%) FTP
3 1 (0.32%) SMTP
Database & Business Intelligence
1 184 (58.97%) Big Data
2 80 (25.64%) Hadoop
3 79 (25.32%) NoSQL
4 67 (21.47%) Data Warehouse
5 50 (16.03%) SQL Server
6 48 (15.38%) MongoDB
6 48 (15.38%) MySQL
7 45 (14.42%) Apache Cassandra
7 45 (14.42%) SQL Server Reporting Services
8 44 (14.10%) SQL Server Integration Services
9 39 (12.50%) PostgreSQL
9 39 (12.50%) Power BI
10 38 (12.18%) Data Mining
11 32 (10.26%) SQL Server Analysis Services
12 29 (9.29%) QlikView
13 28 (8.97%) HDInsight
14 26 (8.33%) Apache Hive
15 24 (7.69%) Relational Database
16 18 (5.77%) SQL Server 2014
17 15 (4.81%) HBase
Development Applications
1 38 (12.18%) JUnit
2 33 (10.58%) Hudson
2 33 (10.58%) Jenkins
3 32 (10.26%) JBehave
4 9 (2.88%) JIRA
5 8 (2.56%) Visual Studio
6 7 (2.24%) Visual Studio Tools for Office
7 6 (1.92%) IntelliJ
7 6 (1.92%) Maven
8 3 (0.96%) Cucumber
8 3 (0.96%) Selenium
8 3 (0.96%) SpecFlow
8 3 (0.96%) SQL Server Management Studio (SSMS)
9 2 (0.64%) Oracle Forms
9 2 (0.64%) Subversion
10 1 (0.32%) Git (software)
10 1 (0.32%) Ranorex
10 1 (0.32%) TeamCity
10 1 (0.32%) VSS/SourceSafe
General
1 54 (17.31%) Finance
1 54 (17.31%) Retail
2 31 (9.94%) Marketing
3 16 (5.13%) Banking
4 8 (2.56%) Telecoms
5 6 (1.92%) Advertising
5 6 (1.92%) Billing
6 5 (1.60%) Games
7 4 (1.28%) Legal
8 3 (0.96%) French Language
8 3 (0.96%) Law
8 3 (0.96%) Manufacturing
8 3 (0.96%) Publishing
9 2 (0.64%) Automotive
9 2 (0.64%) Electronics
9 2 (0.64%) Investment Banking
9 2 (0.64%) Pharmaceutical
10 1 (0.32%) Danish Language
10 1 (0.32%) Front Office
10 1 (0.32%) German Language
Job Titles
1 63 (20.19%) Developer
2 52 (16.67%) Consultant
3 46 (14.74%) Data Scientist
4 41 (13.14%) Java Developer
5 40 (12.82%) Senior Developer
6 33 (10.58%) Analyst
6 33 (10.58%) Senior Java Developer
7 31 (9.94%) Architect
8 28 (8.97%) Data Architect
9 24 (7.69%) Business Intelligence Consultant
10 23 (7.37%) Microsoft Consultant
11 22 (7.05%) Analytics Consultant
12 18 (5.77%) Business Consultant
13 17 (5.45%) Software Engineer
14 16 (5.13%) Machine Learning Scientist
15 15 (4.81%) Microsoft BI Consultant
16 11 (3.53%) Data Consultant
16 11 (3.53%) Senior Consultant
17 10 (3.21%) Big Data Developer
17 10 (3.21%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 56 (17.95%) Hibernate
1 56 (17.95%) Spring
2 40 (12.82%) .NET
3 37 (11.86%) JMS
4 33 (10.58%) RESTful
5 32 (10.26%) HornetQ
5 32 (10.26%) Java EE
5 32 (10.26%) JAX-RS
5 32 (10.26%) JPA
5 32 (10.26%) RESTEasy
6 27 (8.65%) Natural Language Processing
7 21 (6.73%) D3.js
8 19 (6.09%) JDBC
9 17 (5.45%) REST
10 15 (4.81%) HTML
10 15 (4.81%) Struts
11 14 (4.49%) Web Services
12 12 (3.85%) CSS
12 12 (3.85%) Kafka
13 8 (2.56%) Leaflet
Miscellaneous
1 85 (27.24%) Analytical Skills
2 80 (25.64%) Mathematics
3 75 (24.04%) Visualisation
4 55 (17.63%) Artificial Intelligence
5 51 (16.35%) Mobile App
6 47 (15.06%) Statistics
7 41 (13.14%) Computer Science
8 34 (10.90%) Neural Network
9 33 (10.58%) Algorithms
10 17 (5.45%) Credit Risk
10 17 (5.45%) Enterprise Software
11 16 (5.13%) Fintech
11 16 (5.13%) Management Information System
12 15 (4.81%) Physics
13 11 (3.53%) Taxonomies
14 10 (3.21%) Data Structures
15 9 (2.88%) Economics
16 8 (2.56%) Blockchain
16 8 (2.56%) PMI
17 6 (1.92%) Clustering
Operating Systems
1 32 (10.26%) Android
1 32 (10.26%) Apple iOS
2 18 (5.77%) Linux
2 18 (5.77%) Windows
3 5 (1.60%) Unix
4 2 (0.64%) Mac OS X
4 2 (0.64%) Windows 7
4 2 (0.64%) Windows 8
4 2 (0.64%) Windows Server
4 2 (0.64%) Windows Server 2012
Processes & Methodologies
1 312 (100.00%) Analytics
2 129 (41.35%) Machine Learning
3 122 (39.10%) Agile Software Development
4 114 (36.54%) Business Intelligence
5 64 (20.51%) Scrum
6 57 (18.27%) Software Engineering
7 52 (16.67%) Data Analytics
8 48 (15.38%) Data Modelling
8 48 (15.38%) SOA
9 43 (13.78%) TDD
10 42 (13.46%) Data Visualisation
11 41 (13.14%) Data Management
11 41 (13.14%) Predictive Modelling
12 40 (12.82%) ETL
13 38 (12.18%) Continuous Integration
13 38 (12.18%) Functional Testing
14 33 (10.58%) Dependency Injection
15 32 (10.26%) Kanban
15 32 (10.26%) Software Delivery
15 32 (10.26%) Unit Testing
Programming Languages
1 162 (51.92%) SQL
2 117 (37.50%) Python
3 97 (31.09%) Java
4 89 (28.53%) R
5 46 (14.74%) Scala
6 37 (11.86%) Clojure
7 35 (11.22%) C#
8 26 (8.33%) JavaScript
9 21 (6.73%) C++
10 19 (6.09%) PL/SQL
11 15 (4.81%) C
12 14 (4.49%) Ruby
13 13 (4.17%) MATLAB
13 13 (4.17%) T-SQL
14 9 (2.88%) PHP
15 8 (2.56%) Perl
16 5 (1.60%) VBA
17 3 (0.96%) Julia
18 2 (0.64%) VB.NET
19 1 (0.32%) SPARQL
Qualifications
1 85 (27.24%) Degree
2 34 (10.90%) PhD
3 15 (4.81%) Microsoft Certification
4 10 (3.21%) PMI Certification
4 10 (3.21%) PMP
5 8 (2.56%) Security Cleared
6 7 (2.24%) BC Cleared
7 2 (0.64%) CITP
7 2 (0.64%) PRINCE2 Certification
8 1 (0.32%) CIMA
8 1 (0.32%) ISEB
8 1 (0.32%) ISTQB
8 1 (0.32%) MBA
8 1 (0.32%) Postgraduate
8 1 (0.32%) SC Cleared
Quality Assurance & Compliance
1 14 (4.49%) Data Quality
2 8 (2.56%) GCP
3 6 (1.92%) QA
4 4 (1.28%) IAS 39
5 2 (0.64%) ISO 9001
6 1 (0.32%) SLA
6 1 (0.32%) SNOMED CT
System Software
1 7 (2.24%) Virtual Machines
2 6 (1.92%) Docker
3 2 (0.64%) VMware Infrastructure
4 1 (0.32%) Apache Flume
Systems Management
1 1 (0.32%) Hadoop YARN
1 1 (0.32%) Puppet
Vendors
1 81 (25.96%) Oracle
2 47 (15.06%) Microsoft
2 47 (15.06%) Tableau
3 36 (11.54%) Facebook
4 34 (10.90%) Twitter
5 17 (5.45%) SAP
6 11 (3.53%) IBM
7 8 (2.56%) Alteryx
7 8 (2.56%) TOWER Software
8 7 (2.24%) Informatica
8 7 (2.24%) MicroStrategy
9 5 (1.60%) Google
9 5 (1.60%) Hyperion
9 5 (1.60%) Mapinfo
10 4 (1.28%) Ab Initio
10 4 (1.28%) Teradata
11 3 (0.96%) Atlassian
11 3 (0.96%) Sybase
12 2 (0.64%) Cognos
12 2 (0.64%) VMware
London
Computer Futures
Salary: £100000 - £135000 per annum + Double OTE
Posted: 2 days ago
Reading
Computer Futures
Salary: £120000 - £130000 per annum + Double OTE
Posted: 5 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 2 days ago
South West London
Revolution Technology
Salary: From £50,000 to £75,000 per annum
Posted: 4 days ago
London
onezeero.
Salary: £75000 - £100000 per annum + Bonus & Bens
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000.00 per annum + benefits
Posted: 3 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 4 days ago
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 4 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 4 days ago
London
Colston Consulting
Salary: £45000 - £55000 per annum
Posted: 5 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 4 days ago
Surrey
Computer Futures
Salary: £80000 - £90000 per annum + competitive
Posted: 13 days ago
Oxfordshire
Opal Tree Solutions
Posted: 10 days ago
Manchester
Opal Tree Solutions
Posted: 10 days ago
Surrey
Computer Futures
Salary: £85000 - £90000 per annum + Double OTE
Posted: 18 days ago
Oxford
Edward Carter Solutions
Salary: Up to £35000 + £3k Car allowance + £3k Bonus.
Posted: 16 days ago
London
Client Server
Salary: £90,000 - £120,000+ per year
Posted: 12 days ago
Surrey
Mint
Salary: £55000 - £65000 per annum + Bonus
Posted: 24 days ago
London
Lawrence Harvey
Salary: £60000 - £75000 per annum + bonus, flex benefits
Posted: 23 days ago