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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 761 800 911
Rank change year-on-year
+39 +111
Permanent jobs citing Predictive Analytics 126 142 67
As % of all permanent IT jobs located in England 0.14% 0.14% 0.060%
As % of the Processes & Methodologies category 0.16% 0.16% 0.070%
Number of salaries quoted 93 102 44
Median salary £60,000 £50,000 £65,000
Median salary % change year-on-year
+20.00% -23.07%
90% offered a salary of more than £35,500 £35,000 £33,250
10% offered a salary of more than £85,000 £75,000 £87,500
UK excluding London median salary £57,500 £40,000 £45,000
% change year-on-year
+43.75% -11.11%
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
80292 89626 96215
As % of all permanent IT jobs located in England 87.95% 86.74% 85.53%
Number of salaries quoted 67978 74098 78617
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £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 1 July 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 1 July 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 +24 77 £60,000 +14.28% 19
West Midlands +20 30 £60,000 -
East of England +41 5 £98,550 +57.68%
Yorkshire +15 5 £40,000 -
South East +11 5 £37,500 -4.45% 5
South West - 3 £42,500 - 2
East Midlands - 1 £50,000 -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 1 July 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.

1 305 (100.00%) Analytics
2 177 (58.03%) Big Data
3 154 (50.49%) SQL
4 116 (38.03%) Degree
5 115 (37.70%) Python
6 106 (34.75%) Hadoop
7 102 (33.44%) Machine Learning
8 100 (32.79%) Java
9 94 (30.82%) Mathematics
10 93 (30.49%) Agile Software Development
11 89 (29.18%) Business Intelligence
12 87 (28.52%) Oracle
13 84 (27.54%) Finance
14 83 (27.21%) R
15 81 (26.56%) Apache Spark
16 74 (24.26%) NoSQL
17 70 (22.95%) Retail
18 67 (21.97%) MongoDB
19 66 (21.64%) Scala
20 65 (21.31%) MySQL
20 65 (21.31%) Analytical Skills
21 64 (20.98%) Scrum
22 63 (20.66%) Visualisation
23 60 (19.67%) Mobile App
24 59 (19.34%) SAS
25 58 (19.02%) Microsoft
25 58 (19.02%) Apache Cassandra
26 57 (18.69%) Artificial Intelligence
27 56 (18.36%) Software Engineering
28 54 (17.70%) SOA

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 81 (26.56%) Apache Spark
2 59 (19.34%) SAS
3 41 (13.44%) GlassFish
3 41 (13.44%) JBoss
3 41 (13.44%) WildFly
4 18 (5.90%) SharePoint
5 17 (5.57%) Apache Pig
6 8 (2.62%) Apache
7 5 (1.64%) Elasticsearch
8 3 (0.98%) Apache Solr
8 3 (0.98%) Oracle SOA Suite
9 1 (0.33%) CMS
9 1 (0.33%) DNN
9 1 (0.33%) NetWeaver
9 1 (0.33%) NServiceBus
Applications
1 22 (7.21%) MS Excel
2 19 (6.23%) SPSS
3 9 (2.95%) MS PowerPoint
4 6 (1.97%) MS Office
4 6 (1.97%) S-PLUS
5 5 (1.64%) Weka
6 2 (0.66%) Stata
Business Applications
1 2 (0.66%) Oracle BPM
2 1 (0.33%) Dynamics AX
2 1 (0.33%) SAP BPC
Cloud Services
1 28 (9.18%) Microsoft Azure
2 11 (3.61%) Amazon AWS
3 8 (2.62%) PaaS
4 6 (1.97%) Azure Machine Learning
5 5 (1.64%) SaaS
6 4 (1.31%) IaaS
7 2 (0.66%) GitHub
8 1 (0.33%) Amazon EC2
8 1 (0.33%) Amazon EMR
8 1 (0.33%) Amazon S3
Communications & Networking
1 6 (1.97%) WebEx
2 5 (1.64%) Internet
3 3 (0.98%) Firewall
4 2 (0.66%) DNS
4 2 (0.66%) SSL
4 2 (0.66%) Wireless
5 1 (0.33%) FTP
5 1 (0.33%) GPRS
5 1 (0.33%) GSM
5 1 (0.33%) NAS
5 1 (0.33%) SAN
5 1 (0.33%) SMTP
Database & Business Intelligence
1 177 (58.03%) Big Data
2 106 (34.75%) Hadoop
3 74 (24.26%) NoSQL
4 67 (21.97%) MongoDB
5 65 (21.31%) MySQL
6 58 (19.02%) Apache Cassandra
7 54 (17.70%) Data Warehouse
8 50 (16.39%) PostgreSQL
8 50 (16.39%) SQL Server
9 46 (15.08%) SQL Server Integration Services
9 46 (15.08%) SQL Server Reporting Services
10 42 (13.77%) Data Mining
11 35 (11.48%) Power BI
12 30 (9.84%) SQL Server Analysis Services
13 26 (8.52%) QlikView
14 24 (7.87%) Apache Hive
14 24 (7.87%) HDInsight
15 21 (6.89%) SQL Server 2014
16 18 (5.90%) Relational Database
17 12 (3.93%) BusinessObjects
Development Applications
1 45 (14.75%) JUnit
2 43 (14.10%) Jenkins
3 42 (13.77%) Hudson
4 41 (13.44%) JBehave
5 4 (1.31%) IntelliJ
5 4 (1.31%) JIRA
5 4 (1.31%) Maven
6 3 (0.98%) Visual Studio
7 2 (0.66%) Cucumber
7 2 (0.66%) ERwin
7 2 (0.66%) Oracle Forms
7 2 (0.66%) ProC
7 2 (0.66%) Selenium
7 2 (0.66%) SpecFlow
7 2 (0.66%) Subversion
7 2 (0.66%) Visual Studio Tools for Office
8 1 (0.33%) Ranorex
8 1 (0.33%) SQL Server Management Studio (SSMS)
8 1 (0.33%) TeamCity
8 1 (0.33%) VSS/SourceSafe
General
1 84 (27.54%) Finance
2 70 (22.95%) Retail
3 26 (8.52%) Marketing
4 20 (6.56%) Banking
5 14 (4.59%) Billing
6 11 (3.61%) Telecoms
7 6 (1.97%) Law
8 5 (1.64%) Legal
9 4 (1.31%) Automotive
9 4 (1.31%) Games
9 4 (1.31%) Pharmaceutical
10 2 (0.66%) Aerospace
10 2 (0.66%) French Language
11 1 (0.33%) Danish Language
11 1 (0.33%) German Language
11 1 (0.33%) Investment Banking
11 1 (0.33%) Manufacturing
11 1 (0.33%) Norwegian Language
11 1 (0.33%) Swedish Language
Job Titles
1 61 (20.00%) Developer
2 46 (15.08%) Senior Developer
3 45 (14.75%) Consultant
3 45 (14.75%) Java Developer
4 44 (14.43%) Data Scientist
5 43 (14.10%) Analyst
6 42 (13.77%) Senior Java Developer
7 21 (6.89%) Architect
7 21 (6.89%) Business Manager
8 20 (6.56%) Senior Manager
9 18 (5.90%) Microsoft Consultant
10 17 (5.57%) Data Architect
11 16 (5.25%) Business Intelligence Consultant
11 16 (5.25%) Microsoft BI Consultant
12 13 (4.26%) Business Consultant
13 12 (3.93%) Data Consultant
13 12 (3.93%) Senior Analyst
14 11 (3.61%) Business Relationship Manager
14 11 (3.61%) Data Engineer
14 11 (3.61%) Relationships Manager
Libraries, Frameworks & Software Standards
1 50 (16.39%) Hibernate
1 50 (16.39%) Spring
2 41 (13.44%) HornetQ
2 41 (13.44%) Java EE
2 41 (13.44%) JAX-RS
2 41 (13.44%) JMS
2 41 (13.44%) JPA
2 41 (13.44%) RESTEasy
2 41 (13.44%) RESTful
3 38 (12.46%) .NET
4 25 (8.20%) Natural Language Processing
5 19 (6.23%) D3.js
6 11 (3.61%) HTML
6 11 (3.61%) Kafka
7 9 (2.95%) .NET Framework
7 9 (2.95%) HTML5
8 8 (2.62%) MDX
9 7 (2.30%) Middleware
9 7 (2.30%) REST
9 7 (2.30%) Web Services
Miscellaneous
1 94 (30.82%) Mathematics
2 65 (21.31%) Analytical Skills
3 63 (20.66%) Visualisation
4 60 (19.67%) Mobile App
5 57 (18.69%) Artificial Intelligence
6 50 (16.39%) Computer Science
6 50 (16.39%) Statistics
7 45 (14.75%) Algorithms
8 29 (9.51%) Neural Network
9 26 (8.52%) Fintech
10 23 (7.54%) Smart Meter
11 22 (7.21%) Management Information System
12 15 (4.92%) Economics
13 11 (3.61%) Data Structures
14 9 (2.95%) Credit Risk
14 9 (2.95%) Physics
15 8 (2.62%) Data Integration
15 8 (2.62%) Enterprise Software
15 8 (2.62%) Handset
16 6 (1.97%) Digital Media
Operating Systems
1 42 (13.77%) Android
2 41 (13.44%) Apple iOS
3 13 (4.26%) Linux
4 7 (2.30%) Windows
5 6 (1.97%) Unix
6 2 (0.66%) Mac OS X
6 2 (0.66%) Windows 7
6 2 (0.66%) Windows 8
6 2 (0.66%) Windows Server
6 2 (0.66%) Windows Server 2012
7 1 (0.33%) Windows Mobile
Processes & Methodologies
1 305 (100.00%) Analytics
2 102 (33.44%) Machine Learning
3 93 (30.49%) Agile Software Development
4 89 (29.18%) Business Intelligence
5 64 (20.98%) Scrum
6 56 (18.36%) Software Engineering
7 54 (17.70%) SOA
8 50 (16.39%) TDD
9 46 (15.08%) Continuous Integration
10 45 (14.75%) Functional Testing
11 43 (14.10%) Data Analytics
12 42 (13.77%) Dependency Injection
12 42 (13.77%) Software Delivery
13 41 (13.44%) DSDM
13 41 (13.44%) Kanban
13 41 (13.44%) Unit Testing
14 35 (11.48%) Data Management
14 35 (11.48%) ETL
14 35 (11.48%) Predictive Modelling
15 34 (11.15%) Presales
Programming Languages
1 154 (50.49%) SQL
2 115 (37.70%) Python
3 100 (32.79%) Java
4 83 (27.21%) R
5 66 (21.64%) Scala
6 41 (13.44%) Clojure
7 30 (9.84%) C#
8 25 (8.20%) MATLAB
9 19 (6.23%) C
9 19 (6.23%) JavaScript
10 14 (4.59%) C++
11 12 (3.93%) T-SQL
12 9 (2.95%) Perl
12 9 (2.95%) Ruby
13 7 (2.30%) VB.NET
13 7 (2.30%) VBA
14 5 (1.64%) PL/SQL
15 4 (1.31%) HiveQL
16 3 (0.98%) SPARQL
17 2 (0.66%) Julia
Qualifications
1 116 (38.03%) Degree
2 30 (9.84%) PhD
3 12 (3.93%) CITP
3 12 (3.93%) Microsoft Certification
4 10 (3.28%) PMI Certification
4 10 (3.28%) PMP
5 5 (1.64%) PRINCE2 Certification
6 2 (0.66%) SC Cleared
6 2 (0.66%) Security Cleared
7 1 (0.33%) CIMA
7 1 (0.33%) ISTQB
7 1 (0.33%) MBA
Quality Assurance & Compliance
1 19 (6.23%) ISO 9001
2 11 (3.61%) Data Quality
2 11 (3.61%) ISO/IEC 20000
3 5 (1.64%) QA
4 4 (1.31%) IAS 39
4 4 (1.31%) SLA
5 3 (0.98%) TickIT
System Software
1 5 (1.64%) Docker
2 2 (0.66%) Virtual Machines
2 2 (0.66%) VMware Infrastructure
3 1 (0.33%) Apache Flume
Systems Management
1 3 (0.98%) Hadoop YARN
2 2 (0.66%) Puppet
Vendors
1 87 (28.52%) Oracle
2 58 (19.02%) Microsoft
3 47 (15.41%) Tableau
4 45 (14.75%) Facebook
5 41 (13.44%) Twitter
6 19 (6.23%) SAP
7 11 (3.61%) MicroStrategy
8 9 (2.95%) Informatica
8 9 (2.95%) Teradata
9 8 (2.62%) IBM
10 6 (1.97%) Actian
10 6 (1.97%) RapidMiner
10 6 (1.97%) TOWER Software
11 4 (1.31%) Ab Initio
11 4 (1.31%) Google
11 4 (1.31%) Hyperion
12 3 (0.98%) Alteryx
12 3 (0.98%) Cloudera
12 3 (0.98%) HP
12 3 (0.98%) Sybase
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 10 hours ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 3 hours ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 3 hours ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: Yesterday
London
Parallel Consulting
Salary: £60000 - £90000 per annum + package
Posted: 2 days ago
Oxfordshire
Empiric.com
Salary: From £30,000 to £60,000 per annum
Posted: 4 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 2 days ago
Oxfordshire
Empiric.com
Salary: From £70,000 to £85,000 per annum
Posted: 4 days ago
London
Computer Futures
Salary: £65000 - £70000 per annum + Double OTE
Posted: 8 days ago
London
Computer Futures
Salary: £100000 - £120000 per annum + Double OTE
Posted: 10 days ago
North West London
Evolution Recruitment Solutions
Salary: 60,000 plus benefits
Posted: 3 days ago
London
Computer Futures
Salary: £55000 - £60000 per annum + Double OTE
Posted: 16 days ago
Buckinghamshire
Computer Futures
Salary: competitive
Posted: 18 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + Double OTE
Posted: 9 days ago
London
HFG
Salary: £140000 - £190000 per annum
Posted: 14 days ago
London
Computer Futures
Salary: £45000 per annum + Double OTE
Posted: 16 days ago
London
Computer Futures
Salary: £45000 - £50000 per annum + Double OTE
Posted: 16 days ago
London
Computer Futures
Salary: £55000 - £65000 per annum + Bonus, Package
Posted: 15 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + Double OTE
Posted: 16 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £45000 - £65000 per annum + Options
Posted: 17 days ago
London
Computer Futures
Salary: £50000 - £55000 per annum + £20,000 OTE
Posted: 14 days ago
London
Computer Futures
Salary: £75000 - £85000 per annum + Double OTE
Posted: 23 days ago
Bristol
Recruitment Genius Ltd
Salary: £36000 - £48000 per annum
Posted: 17 days ago
Eastbourne
Computer Futures
Salary: £35000 - £45000 per annum + competitive
Posted: 18 days ago