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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 710 754 920
Rank change year-on-year
+44 +166
Permanent jobs citing Predictive Analytics 172 177 38
As % of all permanent IT jobs located in England 0.19% 0.17% 0.036%
As % of the Processes & Methodologies category 0.22% 0.20% 0.042%
Number of salaries quoted 160 125 24
Median salary £60,000 £50,000 £62,500
Median salary % change year-on-year
+20.00% -20.00%
90% offered a salary of more than £42,500 £36,750 £33,250
10% offered a salary of more than £93,000 £90,000 £89,250
UK excluding London median salary £57,500 £45,000 £55,000
% change year-on-year
+27.77% -18.18%
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
79090 89400 90102
As % of all permanent IT jobs located in England 88.28% 87.41% 85.37%
Number of salaries quoted 66332 74640 72734
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
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 28 September 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 28 September 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 +69 112 £62,500 -7.40% 11
South East +37 38 £67,500 +50.00% 2
Yorkshire +27 11 £50,000 - 2
North West -9 4 £50,000 +15.60% 2
East Midlands +14 3 £45,000 +38.46%
East of England +17 2 £55,500 -
South West -10 2 £75,000 +42.85% 1
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 28 September 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.

1 309 (100.00%) Analytics
2 185 (59.87%) Big Data
3 143 (46.28%) SQL
4 136 (44.01%) Machine Learning
5 124 (40.13%) Python
6 121 (39.16%) Business Intelligence
7 119 (38.51%) Agile Software Development
8 95 (30.74%) Java
9 89 (28.80%) R
10 82 (26.54%) Oracle
11 80 (25.89%) Degree
11 80 (25.89%) Analytical Skills
12 76 (24.60%) Data Warehouse
13 71 (22.98%) Visualisation
14 68 (22.01%) Mathematics
15 67 (21.68%) NoSQL
16 66 (21.36%) Hadoop
17 57 (18.45%) Software Engineering
17 57 (18.45%) Scrum
18 56 (18.12%) Retail
18 56 (18.12%) Microsoft Azure
19 54 (17.48%) SQL Server
20 52 (16.83%) Data Analytics
21 50 (16.18%) Data Modelling
21 50 (16.18%) Finance
22 49 (15.86%) Microsoft
23 47 (15.21%) Apache Spark
24 46 (14.89%) Hibernate
24 46 (14.89%) Artificial Intelligence
24 46 (14.89%) Spring

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 47 (15.21%) Apache Spark
2 43 (13.92%) SAS
3 30 (9.71%) JBoss
4 25 (8.09%) GlassFish
4 25 (8.09%) WildFly
5 20 (6.47%) SharePoint
6 13 (4.21%) Apache Pig
7 8 (2.59%) ArcGIS
8 4 (1.29%) Confluence
9 3 (0.97%) Oracle SOA Suite
10 2 (0.65%) Apache
10 2 (0.65%) Elasticsearch
11 1 (0.32%) NServiceBus
Applications
1 25 (8.09%) MS Excel
2 24 (7.77%) SPSS
3 12 (3.88%) MS PowerPoint
4 3 (0.97%) Stata
5 2 (0.65%) MS Office
Business Applications
1 4 (1.29%) Oracle HRMS
2 3 (0.97%) SAP Oil and Gas
3 2 (0.65%) Hyperion Enterprise
3 2 (0.65%) Oracle BPM
4 1 (0.32%) Cognos TM1
4 1 (0.32%) Relativity
Cloud Services
1 56 (18.12%) Microsoft Azure
2 35 (11.33%) PaaS
3 28 (9.06%) Amazon AWS
4 20 (6.47%) IaaS
5 15 (4.85%) Cloud Computing
5 15 (4.85%) SaaS
6 13 (4.21%) Google Cloud Platform
7 10 (3.24%) Azure Machine Learning
8 7 (2.27%) Data Lake Analytics
9 4 (1.29%) Taleo
10 2 (0.65%) Amazon EC2
10 2 (0.65%) Amazon Kinesis
10 2 (0.65%) Amazon S3
11 1 (0.32%) Adobe Analytics
11 1 (0.32%) Amazon EMR
11 1 (0.32%) Google Analytics
11 1 (0.32%) iPaaS
11 1 (0.32%) Office 365
Communications & Networking
1 4 (1.29%) Internet
2 2 (0.65%) ATM
2 2 (0.65%) DNS
2 2 (0.65%) Firewall
2 2 (0.65%) SSL
2 2 (0.65%) Wireless
3 1 (0.32%) LAN
3 1 (0.32%) WAN
Database & Business Intelligence
1 185 (59.87%) Big Data
2 76 (24.60%) Data Warehouse
3 67 (21.68%) NoSQL
4 66 (21.36%) Hadoop
5 54 (17.48%) SQL Server
6 42 (13.59%) SQL Server Reporting Services
7 41 (13.27%) SQL Server Integration Services
8 40 (12.94%) Power BI
9 36 (11.65%) MySQL
10 34 (11.00%) Apache Cassandra
10 34 (11.00%) Data Mining
11 33 (10.68%) MongoDB
11 33 (10.68%) SQL Server Analysis Services
12 30 (9.71%) HDInsight
12 30 (9.71%) QlikView
13 28 (9.06%) PostgreSQL
14 25 (8.09%) Relational Database
15 20 (6.47%) Apache Hive
16 17 (5.50%) SQL Server 2014
17 14 (4.53%) Neo4j
Development Applications
1 31 (10.03%) JUnit
2 25 (8.09%) Hudson
2 25 (8.09%) JBehave
2 25 (8.09%) Jenkins
3 12 (3.88%) JIRA
4 7 (2.27%) Visual Studio
4 7 (2.27%) Visual Studio Tools for Office
5 6 (1.94%) IntelliJ
5 6 (1.94%) Maven
6 4 (1.29%) SQL Server Management Studio (SSMS)
7 3 (0.97%) Cucumber
7 3 (0.97%) Selenium
7 3 (0.97%) SpecFlow
8 2 (0.65%) Git (software)
8 2 (0.65%) Oracle Forms
9 1 (0.32%) Ranorex
General
1 56 (18.12%) Retail
2 50 (16.18%) Finance
3 34 (11.00%) Marketing
4 16 (5.18%) Banking
5 10 (3.24%) Telecoms
6 9 (2.91%) Games
7 6 (1.94%) Advertising
8 5 (1.62%) Manufacturing
9 4 (1.29%) Legal
10 3 (0.97%) Electronics
10 3 (0.97%) French Language
10 3 (0.97%) Investment Banking
10 3 (0.97%) Publishing
11 2 (0.65%) Automotive
11 2 (0.65%) Front Office
11 2 (0.65%) Law
11 2 (0.65%) Pharmaceutical
12 1 (0.32%) German Language
12 1 (0.32%) Norwegian Language
12 1 (0.32%) Swedish Language
Job Titles
1 57 (18.45%) Consultant
1 57 (18.45%) Developer
2 46 (14.89%) Data Scientist
3 33 (10.68%) Analyst
3 33 (10.68%) Senior Developer
4 32 (10.36%) Java Developer
5 28 (9.06%) Architect
6 27 (8.74%) Analytics Consultant
6 27 (8.74%) Business Intelligence Consultant
7 26 (8.41%) Data Architect
7 26 (8.41%) Senior Java Developer
8 23 (7.44%) Software Engineer
9 22 (7.12%) Business Consultant
9 22 (7.12%) Microsoft Consultant
10 16 (5.18%) Senior Software Engineer
11 14 (4.53%) Microsoft BI Consultant
11 14 (4.53%) Senior Data Scientist
12 12 (3.88%) Data Consultant
12 12 (3.88%) Machine Learning Scientist
12 12 (3.88%) Senior Consultant
Libraries, Frameworks & Software Standards
1 46 (14.89%) Hibernate
1 46 (14.89%) Spring
2 42 (13.59%) .NET
3 30 (9.71%) JMS
4 28 (9.06%) RESTful
5 26 (8.41%) Natural Language Processing
6 25 (8.09%) HornetQ
6 25 (8.09%) Java EE
6 25 (8.09%) JAX-RS
6 25 (8.09%) JPA
6 25 (8.09%) RESTEasy
7 20 (6.47%) D3.js
8 19 (6.15%) HTML
8 19 (6.15%) REST
9 18 (5.83%) JDBC
10 15 (4.85%) CSS
10 15 (4.85%) Struts
11 12 (3.88%) Apache Flex
12 11 (3.56%) Web Services
13 8 (2.59%) Kafka
Miscellaneous
1 80 (25.89%) Analytical Skills
2 71 (22.98%) Visualisation
3 68 (22.01%) Mathematics
4 46 (14.89%) Artificial Intelligence
5 45 (14.56%) Mobile App
6 41 (13.27%) Statistics
7 38 (12.30%) Computer Science
8 32 (10.36%) Algorithms
8 32 (10.36%) Neural Network
9 19 (6.15%) Credit Risk
10 18 (5.83%) Fintech
11 17 (5.50%) Enterprise Software
12 14 (4.53%) Management Information System
13 13 (4.21%) Blockchain
13 13 (4.21%) Physics
14 11 (3.56%) Taxonomies
15 9 (2.91%) User Experience
16 8 (2.59%) PMI
17 7 (2.27%) Data Structures
18 6 (1.94%) Clustering
Operating Systems
1 26 (8.41%) Android
1 26 (8.41%) Apple iOS
2 22 (7.12%) Linux
2 22 (7.12%) Windows
3 3 (0.97%) Unix
4 2 (0.65%) Mac OS X
4 2 (0.65%) Windows 7
4 2 (0.65%) Windows 8
4 2 (0.65%) Windows Server
4 2 (0.65%) Windows Server 2012
Processes & Methodologies
1 309 (100.00%) Analytics
2 136 (44.01%) Machine Learning
3 121 (39.16%) Business Intelligence
4 119 (38.51%) Agile Software Development
5 57 (18.45%) Scrum
5 57 (18.45%) Software Engineering
6 52 (16.83%) Data Analytics
7 50 (16.18%) Data Modelling
8 41 (13.27%) ETL
9 39 (12.62%) Data Management
9 39 (12.62%) Data Visualisation
10 38 (12.30%) SOA
11 37 (11.97%) Performance Management
11 37 (11.97%) TDD
12 31 (10.03%) Functional Testing
12 31 (10.03%) Predictive Modelling
13 30 (9.71%) Continuous Integration
14 27 (8.74%) Data Analysis
15 26 (8.41%) Waterfall
16 25 (8.09%) Dependency Injection
Programming Languages
1 143 (46.28%) SQL
2 124 (40.13%) Python
3 95 (30.74%) Java
4 89 (28.80%) R
5 39 (12.62%) C#
6 36 (11.65%) Scala
7 30 (9.71%) Clojure
8 27 (8.74%) JavaScript
9 18 (5.83%) C++
9 18 (5.83%) PL/SQL
10 15 (4.85%) PHP
11 12 (3.88%) MATLAB
11 12 (3.88%) Ruby
12 11 (3.56%) T-SQL
13 9 (2.91%) C
14 5 (1.62%) Perl
15 3 (0.97%) VBA
16 1 (0.32%) Data Analysis Expressions (DAX)
16 1 (0.32%) Objective-C
16 1 (0.32%) VB.NET
Qualifications
1 80 (25.89%) Degree
2 32 (10.36%) PhD
3 18 (5.83%) Microsoft Certification
4 12 (3.88%) BC Cleared
4 12 (3.88%) Security Cleared
5 8 (2.59%) PMI Certification
5 8 (2.59%) PMP
6 4 (1.29%) ISEB
7 1 (0.32%) ISTQB
7 1 (0.32%) Postgraduate
Quality Assurance & Compliance
1 13 (4.21%) Data Quality
1 13 (4.21%) GCP
2 9 (2.91%) QA
3 1 (0.32%) IAS 39
3 1 (0.32%) SNOMED CT
System Software
1 7 (2.27%) Virtual Machines
2 2 (0.65%) VMware Infrastructure
3 1 (0.32%) Apache Flume
3 1 (0.32%) Docker
Vendors
1 82 (26.54%) Oracle
2 49 (15.86%) Microsoft
3 45 (14.56%) Tableau
4 29 (9.39%) Facebook
5 27 (8.74%) Twitter
6 17 (5.50%) SAP
7 11 (3.56%) Alteryx
7 11 (3.56%) IBM
8 8 (2.59%) Mapinfo
9 7 (2.27%) Google
10 6 (1.94%) TOWER Software
11 5 (1.62%) MicroStrategy
12 4 (1.29%) Atlassian
12 4 (1.29%) Hyperion
12 4 (1.29%) Informatica
13 3 (0.97%) MapR
13 3 (0.97%) Sybase
14 2 (0.65%) Salesforce.com
14 2 (0.65%) Sun
14 2 (0.65%) VMware
London
Burns Sheehan
Salary: £40000 - £60000 per annum + Stock options
Posted: 3 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: Yesterday
Manchester, Lancashire
onezeero.
Salary: £45000 - £55000 per annum
Posted: Yesterday
Manchester, Lancashire
Lorien Resourcing
Salary: £45000 - £55000 per annum + +Bonus +Benefits
Posted: Yesterday
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: 2 days ago
City of London
Computer Futures
Salary: £60000 - £80000 per annum + Pension
Posted: 2 days ago
Birmingham, West Midlands (County)
FICO
Salary: Company Laptop, a choice of mobile phone plus benefits
Posted: 5 days ago
East London
Charles Taylor plc
Salary: Unspecified competitive + bonus + pension scheme + private healthcare
Posted: 6 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 6 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
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 4 days ago
London
People Source Consulting
Salary: £60000 - £70000 per annum + Bonus and benefits package
Posted: 9 days ago
City of London
Computer Futures
Salary: £120000 - £150000 per annum + Benefits
Posted: 13 days ago
Surrey
Mint
Salary: £55000 - £65000 per annum + Bonus
Posted: 15 days ago
City of London
Energize Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum
Posted: 13 days ago
London
PwC
Salary: Competitive plus benefits
Posted: 19 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 12 days ago
London
Lawrence Harvey
Salary: £40000.00 - £70000.00 per annum + benefits
Posted: 22 days ago