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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 751 775 906
Rank change year-on-year
+24 +131
Permanent jobs citing Predictive Analytics 140 164 79
As % of all permanent IT jobs located in England 0.15% 0.16% 0.070%
As % of the Processes & Methodologies category 0.17% 0.19% 0.082%
Number of salaries quoted 112 115 51
Median salary £60,000 £52,500 £67,500
Median salary % change year-on-year
+14.28% -22.22%
90% offered a salary of more than £40,100 £36,500 £40,000
10% offered a salary of more than £85,000 £80,000 £100,000
UK excluding London median salary £57,500 £45,000 £40,000
% change year-on-year
+27.77% +12.50%
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
80745 86890 96821
As % of all permanent IT jobs located in England 87.92% 86.24% 85.41%
Number of salaries quoted 68102 71447 79376
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 May 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 30 May 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 -5 72 £55,000 +4.76% 8
West Midlands +9 35 £60,000 +20.00%
South East +11 10 £50,000 +17.64% 3
Yorkshire +14 8 £44,250 -
East of England +39 7 £95,100 +52.16%
South West - 6 £42,500 -
East Midlands +10 1 £50,000 +25.00%
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 30 May 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.

1 336 (100.00%) Analytics
2 209 (62.20%) Big Data
3 155 (46.13%) SQL
4 127 (37.80%) Degree
5 126 (37.50%) Python
6 122 (36.31%) Hadoop
7 114 (33.93%) Machine Learning
8 110 (32.74%) Java
9 104 (30.95%) Business Intelligence
10 99 (29.46%) Mathematics
11 98 (29.17%) Finance
12 97 (28.87%) Oracle
13 96 (28.57%) R
14 87 (25.89%) Apache Spark
15 85 (25.30%) Agile Software Development
15 85 (25.30%) Retail
16 80 (23.81%) NoSQL
17 71 (21.13%) Scala
18 70 (20.83%) MongoDB
19 69 (20.54%) MySQL
20 68 (20.24%) Computer Science
21 66 (19.64%) Microsoft
22 64 (19.05%) Analytical Skills
23 63 (18.75%) Artificial Intelligence
24 61 (18.15%) SAS
25 59 (17.56%) Scrum
26 58 (17.26%) Visualisation
26 58 (17.26%) Algorithms
27 57 (16.96%) Mobile App
27 57 (16.96%) Apache Cassandra

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 87 (25.89%) Apache Spark
2 61 (18.15%) SAS
3 41 (12.20%) GlassFish
3 41 (12.20%) JBoss
3 41 (12.20%) WildFly
4 23 (6.85%) Apache Pig
5 14 (4.17%) SharePoint
6 9 (2.68%) Apache
7 6 (1.79%) Elasticsearch
8 4 (1.19%) Apache Solr
9 3 (0.89%) BizTalk Server
10 2 (0.60%) CMS
10 2 (0.60%) DNN
10 2 (0.60%) Oracle SOA Suite
11 1 (0.30%) NetWeaver
11 1 (0.30%) NServiceBus
Applications
1 27 (8.04%) SPSS
2 24 (7.14%) MS Excel
3 13 (3.87%) MS PowerPoint
4 10 (2.98%) S-PLUS
5 6 (1.79%) MS Office
6 5 (1.49%) Weka
7 2 (0.60%) Stata
Business Applications
1 2 (0.60%) Oracle BPM
2 1 (0.30%) Dynamics AX
2 1 (0.30%) Dynamics NAV
2 1 (0.30%) SAP BPC
2 1 (0.30%) SAP InfiniteInsight
Cloud Services
1 25 (7.44%) Microsoft Azure
2 12 (3.57%) Amazon AWS
3 7 (2.08%) Azure Machine Learning
3 7 (2.08%) PaaS
4 3 (0.89%) SaaS
5 2 (0.60%) Amazon EMR
5 2 (0.60%) Amazon S3
5 2 (0.60%) GitHub
5 2 (0.60%) Google Analytics
5 2 (0.60%) Google Cloud Platform
6 1 (0.30%) Amazon EC2
6 1 (0.30%) IaaS
Communications & Networking
1 10 (2.98%) WebEx
2 5 (1.49%) Internet
3 2 (0.60%) SSL
4 1 (0.30%) Firewall
4 1 (0.30%) FTP
4 1 (0.30%) GPRS
4 1 (0.30%) GSM
4 1 (0.30%) NAS
4 1 (0.30%) SAN
4 1 (0.30%) SMTP
Database & Business Intelligence
1 209 (62.20%) Big Data
2 122 (36.31%) Hadoop
3 80 (23.81%) NoSQL
4 70 (20.83%) MongoDB
5 69 (20.54%) MySQL
6 57 (16.96%) Apache Cassandra
7 54 (16.07%) Data Warehouse
8 53 (15.77%) Data Mining
8 53 (15.77%) SQL Server
9 50 (14.88%) PostgreSQL
10 45 (13.39%) SQL Server Integration Services
11 44 (13.10%) SQL Server Reporting Services
12 28 (8.33%) Power BI
13 26 (7.74%) Apache Hive
13 26 (7.74%) SQL Server Analysis Services
14 25 (7.44%) QlikView
15 23 (6.85%) Relational Database
16 20 (5.95%) HDInsight
17 17 (5.06%) BusinessObjects
17 17 (5.06%) SQL Server 2014
Development Applications
1 44 (13.10%) Jenkins
2 42 (12.50%) Hudson
2 42 (12.50%) JUnit
3 41 (12.20%) JBehave
4 5 (1.49%) ERwin
5 2 (0.60%) ProC
5 2 (0.60%) Subversion
6 1 (0.30%) Cucumber
6 1 (0.30%) Git (software)
6 1 (0.30%) IntelliJ
6 1 (0.30%) JIRA
6 1 (0.30%) Maven
6 1 (0.30%) Oracle Forms
6 1 (0.30%) Ranorex
6 1 (0.30%) Selenium
6 1 (0.30%) SpecFlow
6 1 (0.30%) SQL Server Management Studio (SSMS)
6 1 (0.30%) TeamCity
6 1 (0.30%) Visual Studio
6 1 (0.30%) VSS/SourceSafe
General
1 98 (29.17%) Finance
2 85 (25.30%) Retail
3 34 (10.12%) Marketing
4 24 (7.14%) Banking
5 18 (5.36%) Billing
6 12 (3.57%) Telecoms
7 7 (2.08%) Games
8 4 (1.19%) Law
8 4 (1.19%) Legal
8 4 (1.19%) Pharmaceutical
9 3 (0.89%) Automotive
10 2 (0.60%) Aerospace
11 1 (0.30%) French Language
11 1 (0.30%) Manufacturing
Job Titles
1 64 (19.05%) Developer
2 50 (14.88%) Analyst
3 48 (14.29%) Data Scientist
3 48 (14.29%) Java Developer
4 46 (13.69%) Senior Developer
5 43 (12.80%) Consultant
6 42 (12.50%) Senior Java Developer
7 29 (8.63%) Business Manager
8 27 (8.04%) Senior Manager
9 24 (7.14%) Architect
10 20 (5.95%) Data Architect
11 16 (4.76%) Business Relationship Manager
11 16 (4.76%) Relationships Manager
12 15 (4.46%) Senior Data Scientist
13 13 (3.87%) Data Consultant
14 12 (3.57%) Business Intelligence Consultant
14 12 (3.57%) Business Intelligence Manager
14 12 (3.57%) Microsoft BI Consultant
14 12 (3.57%) Microsoft Consultant
14 12 (3.57%) Senior Analyst
Libraries, Frameworks & Software Standards
1 47 (13.99%) Spring
2 46 (13.69%) Hibernate
3 41 (12.20%) HornetQ
3 41 (12.20%) Java EE
3 41 (12.20%) JAX-RS
3 41 (12.20%) JMS
3 41 (12.20%) JPA
3 41 (12.20%) RESTEasy
3 41 (12.20%) RESTful
4 35 (10.42%) .NET
5 19 (5.65%) Natural Language Processing
6 14 (4.17%) HTML
7 13 (3.87%) .NET Framework
7 13 (3.87%) D3.js
8 11 (3.27%) HTML5
9 10 (2.98%) MDX
9 10 (2.98%) Middleware
10 9 (2.68%) Kafka
10 9 (2.68%) MLlib
11 6 (1.79%) RHadoop
Miscellaneous
1 99 (29.46%) Mathematics
2 68 (20.24%) Computer Science
3 64 (19.05%) Analytical Skills
4 63 (18.75%) Artificial Intelligence
5 58 (17.26%) Algorithms
5 58 (17.26%) Visualisation
6 57 (16.96%) Mobile App
7 55 (16.37%) Statistics
8 39 (11.61%) Smart Meter
9 33 (9.82%) Management Information System
10 22 (6.55%) Fintech
10 22 (6.55%) Neural Network
11 20 (5.95%) Economics
12 14 (4.17%) Data Integration
13 12 (3.57%) Data Structures
14 11 (3.27%) Enterprise Software
15 10 (2.98%) Digital Media
16 9 (2.68%) Credit Risk
16 9 (2.68%) Physics
17 8 (2.38%) Applied Mathematics
Operating Systems
1 42 (12.50%) Android
2 41 (12.20%) Apple iOS
3 19 (5.65%) Linux
4 5 (1.49%) Unix
5 4 (1.19%) Windows
6 1 (0.30%) Windows Mobile
Processes & Methodologies
1 336 (100.00%) Analytics
2 114 (33.93%) Machine Learning
3 104 (30.95%) Business Intelligence
4 85 (25.30%) Agile Software Development
5 59 (17.56%) Scrum
6 56 (16.67%) Software Engineering
7 55 (16.37%) SOA
8 49 (14.58%) Presales
9 47 (13.99%) Data Management
10 46 (13.69%) Predictive Modelling
10 46 (13.69%) TDD
11 45 (13.39%) Continuous Integration
11 45 (13.39%) Data Analytics
12 42 (12.50%) Dependency Injection
12 42 (12.50%) Functional Testing
12 42 (12.50%) Software Delivery
13 41 (12.20%) Data Modelling
13 41 (12.20%) DSDM
13 41 (12.20%) Kanban
13 41 (12.20%) Unit Testing
Programming Languages
1 155 (46.13%) SQL
2 126 (37.50%) Python
3 110 (32.74%) Java
4 96 (28.57%) R
5 71 (21.13%) Scala
6 41 (12.20%) Clojure
7 38 (11.31%) C#
8 27 (8.04%) MATLAB
9 24 (7.14%) C
10 20 (5.95%) JavaScript
11 16 (4.76%) C++
12 11 (3.27%) T-SQL
13 9 (2.68%) Perl
14 7 (2.08%) Ruby
15 6 (1.79%) VB.NET
15 6 (1.79%) VBA
16 4 (1.19%) HiveQL
17 3 (0.89%) PL/SQL
17 3 (0.89%) SPARQL
18 2 (0.60%) Julia
Qualifications
1 127 (37.80%) Degree
2 32 (9.52%) PhD
3 23 (6.85%) CITP
4 14 (4.17%) PMI Certification
4 14 (4.17%) PMP
5 10 (2.98%) PRINCE2 Certification
6 8 (2.38%) Microsoft Certification
7 5 (1.49%) SC Cleared
7 5 (1.49%) Security Cleared
8 1 (0.30%) CIMA
8 1 (0.30%) ISTQB
8 1 (0.30%) MBA
Quality Assurance & Compliance
1 32 (9.52%) ISO 9001
2 17 (5.06%) Data Quality
3 16 (4.76%) ISO/IEC 20000
4 6 (1.79%) TickIT
5 4 (1.19%) IAS 39
5 4 (1.19%) QA
5 4 (1.19%) SLA
System Software
1 6 (1.79%) Docker
2 2 (0.60%) Apache Flume
Systems Management
1 3 (0.89%) Hadoop YARN
2 2 (0.60%) Puppet
3 1 (0.30%) Oozie
Vendors
1 97 (28.87%) Oracle
2 66 (19.64%) Microsoft
3 50 (14.88%) Tableau
4 45 (13.39%) Facebook
5 41 (12.20%) Twitter
6 28 (8.33%) SAP
7 11 (3.27%) MicroStrategy
8 10 (2.98%) Actian
8 10 (2.98%) IBM
8 10 (2.98%) RapidMiner
9 9 (2.68%) Informatica
9 9 (2.68%) Teradata
10 6 (1.79%) Google
11 4 (1.19%) Ab Initio
11 4 (1.19%) Hyperion
11 4 (1.19%) TOWER Software
12 3 (0.89%) Cloudera
12 3 (0.89%) Cognos
12 3 (0.89%) HP
12 3 (0.89%) Sybase
City, London
Parallel Consulting
Salary: £30000 - £35000 per annum
Posted: 4 days ago
London
Computer Futures
Salary: Double OTE, Benefits
Posted: 7 days ago
London
Careerwise UK Limited
Salary: £80000 - £120000 per annum + benefits
Posted: 4 days ago
Portsmouth, Hampshire
SGN
Salary: Dependent on skills and experience
Posted: 3 days ago
City Of London
HFG
Salary: £125000 - £160000 per annum
Posted: 17 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + competitive
Posted: 20 days ago
London
Computer Futures
Salary: Double OTE, Package
Posted: 26 days ago
London
EY
Salary: Competitive
Posted: 11 days ago
Wallingford
Recruitment Genius Ltd
Salary: £32000 - £38000 per annum
Posted: 26 days ago