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

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 764 789 897
Rank change year-on-year
+25 +108
Permanent jobs citing Predictive Analytics 140 150 58
As % of all permanent IT jobs located in England 0.15% 0.15% 0.053%
As % of the Processes & Methodologies category 0.17% 0.17% 0.062%
Number of salaries quoted 115 120 40
Median salary £60,000 £50,000 £77,500
Median salary % change year-on-year
+20.00% -35.48%
90% offered a salary of more than £40,000 £35,000 £35,000
10% offered a salary of more than £95,000 £80,000 £87,500
UK excluding London median salary £50,000 £42,500 £45,000
% change year-on-year
+17.64% -5.55%
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
80600 89322 93611
As % of all permanent IT jobs located in England 87.91% 87.15% 85.40%
Number of salaries quoted 68149 73977 76138
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 29 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 29 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 +48 95 £65,000 +18.18% 10
West Midlands +6 16 £60,000 +4.34%
South East -5 15 £50,000 +17.64% 8
Yorkshire +40 7 £40,000 -
East of England +37 3 - - 2
East Midlands +4 2 £50,000 +53.84% 1
South West - 2 £77,500 - 2
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 29 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.

1 303 (100.00%) Analytics
2 165 (54.46%) Big Data
3 164 (54.13%) SQL
4 117 (38.61%) Python
5 115 (37.95%) Agile Software Development
6 113 (37.29%) Machine Learning
7 105 (34.65%) Degree
8 103 (33.99%) Java
9 98 (32.34%) Hadoop
10 94 (31.02%) Business Intelligence
11 88 (29.04%) Mathematics
12 83 (27.39%) R
13 78 (25.74%) Analytical Skills
14 76 (25.08%) Oracle
15 74 (24.42%) Scrum
16 73 (24.09%) NoSQL
16 73 (24.09%) Apache Spark
17 68 (22.44%) Visualisation
17 68 (22.44%) Finance
18 65 (21.45%) Data Warehouse
19 62 (20.46%) Mobile App
20 61 (20.13%) Scala
21 60 (19.80%) MySQL
22 59 (19.47%) MongoDB
23 58 (19.14%) Retail
23 58 (19.14%) Artificial Intelligence
23 58 (19.14%) Software Engineering
24 57 (18.81%) Apache Cassandra
25 54 (17.82%) Spring
25 54 (17.82%) Hibernate

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 73 (24.09%) Apache Spark
2 53 (17.49%) SAS
3 44 (14.52%) JBoss
4 40 (13.20%) GlassFish
4 40 (13.20%) WildFly
5 25 (8.25%) SharePoint
6 19 (6.27%) Apache Pig
7 5 (1.65%) Elasticsearch
8 4 (1.32%) Apache
8 4 (1.32%) Oracle SOA Suite
9 3 (0.99%) Apache Solr
9 3 (0.99%) Confluence
10 1 (0.33%) CMS
10 1 (0.33%) DNN
10 1 (0.33%) NetWeaver
10 1 (0.33%) NServiceBus
Applications
1 25 (8.25%) MS Excel
2 13 (4.29%) SPSS
3 6 (1.98%) MS PowerPoint
4 5 (1.65%) MS Office
5 3 (0.99%) Stata
6 2 (0.66%) S-PLUS
7 1 (0.33%) Weka
Business Applications
1 3 (0.99%) Oracle BPM
2 1 (0.33%) Cognos TM1
2 1 (0.33%) Dynamics AX
2 1 (0.33%) Relativity
2 1 (0.33%) SAP BPC
Cloud Services
1 40 (13.20%) Microsoft Azure
2 19 (6.27%) PaaS
3 15 (4.95%) Amazon AWS
4 12 (3.96%) IaaS
5 10 (3.30%) Azure Machine Learning
6 7 (2.31%) Data Lake Analytics
6 7 (2.31%) SaaS
7 4 (1.32%) Cloud Computing
8 2 (0.66%) GitHub
9 1 (0.33%) Amazon EMR
9 1 (0.33%) iPaaS
Communications & Networking
1 7 (2.31%) Internet
2 2 (0.66%) DNS
2 2 (0.66%) Firewall
2 2 (0.66%) SSL
2 2 (0.66%) WebEx
2 2 (0.66%) Wireless
3 1 (0.33%) FTP
3 1 (0.33%) GPRS
3 1 (0.33%) GSM
3 1 (0.33%) SMTP
Database & Business Intelligence
1 165 (54.46%) Big Data
2 98 (32.34%) Hadoop
3 73 (24.09%) NoSQL
4 65 (21.45%) Data Warehouse
5 60 (19.80%) MySQL
6 59 (19.47%) MongoDB
7 57 (18.81%) Apache Cassandra
8 54 (17.82%) SQL Server
9 53 (17.49%) SQL Server Reporting Services
10 52 (17.16%) SQL Server Integration Services
11 47 (15.51%) PostgreSQL
12 40 (13.20%) Data Mining
12 40 (13.20%) Power BI
13 37 (12.21%) SQL Server Analysis Services
14 29 (9.57%) HDInsight
14 29 (9.57%) QlikView
15 26 (8.58%) Apache Hive
16 22 (7.26%) Relational Database
16 22 (7.26%) SQL Server 2014
17 14 (4.62%) HBase
Development Applications
1 46 (15.18%) JUnit
2 42 (13.86%) Jenkins
3 41 (13.53%) Hudson
4 40 (13.20%) JBehave
5 9 (2.97%) JIRA
6 8 (2.64%) Visual Studio
7 7 (2.31%) Visual Studio Tools for Office
8 6 (1.98%) IntelliJ
8 6 (1.98%) Maven
9 3 (0.99%) Cucumber
9 3 (0.99%) Selenium
9 3 (0.99%) SpecFlow
9 3 (0.99%) SQL Server Management Studio (SSMS)
10 2 (0.66%) Oracle Forms
10 2 (0.66%) ProC
10 2 (0.66%) Subversion
11 1 (0.33%) Git (software)
11 1 (0.33%) Ranorex
11 1 (0.33%) TeamCity
11 1 (0.33%) VSS/SourceSafe
General
1 68 (22.44%) Finance
2 58 (19.14%) Retail
3 25 (8.25%) Marketing
4 14 (4.62%) Banking
5 13 (4.29%) Billing
6 9 (2.97%) Telecoms
7 6 (1.98%) Games
7 6 (1.98%) Law
7 6 (1.98%) Legal
8 4 (1.32%) Advertising
8 4 (1.32%) Automotive
9 3 (0.99%) French Language
9 3 (0.99%) Pharmaceutical
10 2 (0.66%) Aerospace
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 68 (22.44%) Developer
2 48 (15.84%) Java Developer
3 47 (15.51%) Senior Developer
4 43 (14.19%) Consultant
4 43 (14.19%) Data Scientist
5 41 (13.53%) Senior Java Developer
6 38 (12.54%) Analyst
7 26 (8.58%) Architect
8 25 (8.25%) Microsoft Consultant
9 22 (7.26%) Data Architect
10 19 (6.27%) Business Intelligence Consultant
11 18 (5.94%) Microsoft BI Consultant
12 15 (4.95%) Business Consultant
13 14 (4.62%) Senior Manager
14 12 (3.96%) Senior Analyst
15 10 (3.30%) Senior Consultant
15 10 (3.30%) Software Engineer
16 9 (2.97%) Big Data Developer
16 9 (2.97%) Machine Learning Scientist
16 9 (2.97%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 54 (17.82%) Hibernate
1 54 (17.82%) Spring
2 44 (14.52%) .NET
2 44 (14.52%) JMS
3 40 (13.20%) HornetQ
3 40 (13.20%) Java EE
3 40 (13.20%) JAX-RS
3 40 (13.20%) JPA
3 40 (13.20%) RESTEasy
3 40 (13.20%) RESTful
4 26 (8.58%) D3.js
4 26 (8.58%) Natural Language Processing
5 16 (5.28%) HTML
6 13 (4.29%) REST
7 12 (3.96%) Kafka
8 10 (3.30%) HTML5
8 10 (3.30%) Web Services
9 9 (2.97%) CSS
9 9 (2.97%) JDBC
10 8 (2.64%) MDX
Miscellaneous
1 88 (29.04%) Mathematics
2 78 (25.74%) Analytical Skills
3 68 (22.44%) Visualisation
4 62 (20.46%) Mobile App
5 58 (19.14%) Artificial Intelligence
6 49 (16.17%) Statistics
7 48 (15.84%) Computer Science
8 39 (12.87%) Algorithms
9 38 (12.54%) Neural Network
10 19 (6.27%) Fintech
11 15 (4.95%) Management Information System
12 14 (4.62%) Physics
13 12 (3.96%) Credit Risk
13 12 (3.96%) Economics
14 10 (3.30%) Data Structures
15 9 (2.97%) Smart Meter
16 8 (2.64%) Data Integration
16 8 (2.64%) Handset
17 7 (2.31%) PMI
18 6 (1.98%) Clustering
Operating Systems
1 41 (13.53%) Android
2 40 (13.20%) Apple iOS
3 16 (5.28%) Linux
4 12 (3.96%) Windows
5 6 (1.98%) 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
1 303 (100.00%) Analytics
2 115 (37.95%) Agile Software Development
3 113 (37.29%) Machine Learning
4 94 (31.02%) Business Intelligence
5 74 (24.42%) Scrum
6 58 (19.14%) Software Engineering
7 54 (17.82%) SOA
8 52 (17.16%) TDD
9 46 (15.18%) Continuous Integration
9 46 (15.18%) Functional Testing
10 44 (14.52%) Data Analytics
11 41 (13.53%) Dependency Injection
12 40 (13.20%) DSDM
12 40 (13.20%) Kanban
12 40 (13.20%) Software Delivery
12 40 (13.20%) Unit Testing
13 37 (12.21%) ETL
14 35 (11.55%) Data Modelling
15 34 (11.22%) Data Management
16 30 (9.90%) Performance Management
Programming Languages
1 164 (54.13%) SQL
2 117 (38.61%) Python
3 103 (33.99%) Java
4 83 (27.39%) R
5 61 (20.13%) Scala
6 44 (14.52%) Clojure
7 35 (11.55%) C#
8 25 (8.25%) JavaScript
9 21 (6.93%) C
10 20 (6.60%) MATLAB
11 19 (6.27%) C++
12 17 (5.61%) T-SQL
13 13 (4.29%) Ruby
14 10 (3.30%) Perl
15 9 (2.97%) PL/SQL
16 7 (2.31%) VBA
17 6 (1.98%) VB.NET
18 4 (1.32%) PHP
19 3 (0.99%) Julia
19 3 (0.99%) SPARQL
Qualifications
1 105 (34.65%) Degree
2 29 (9.57%) PhD
3 14 (4.62%) Microsoft Certification
4 11 (3.63%) PMI Certification
4 11 (3.63%) PMP
5 6 (1.98%) Security Cleared
6 5 (1.65%) CITP
7 4 (1.32%) BC Cleared
7 4 (1.32%) PRINCE2 Certification
8 2 (0.66%) SC Cleared
9 1 (0.33%) CIMA
9 1 (0.33%) ISTQB
9 1 (0.33%) MBA
Quality Assurance & Compliance
1 13 (4.29%) Data Quality
2 9 (2.97%) ISO 9001
3 6 (1.98%) QA
4 4 (1.32%) GCP
4 4 (1.32%) IAS 39
4 4 (1.32%) ISO/IEC 20000
5 3 (0.99%) SLA
6 1 (0.33%) SNOMED CT
6 1 (0.33%) TickIT
System Software
1 7 (2.31%) Virtual Machines
2 6 (1.98%) Docker
3 2 (0.66%) VMware Infrastructure
4 1 (0.33%) Apache Flume
Systems Management
1 3 (0.99%) Hadoop YARN
2 2 (0.66%) Puppet
Vendors
1 76 (25.08%) Oracle
2 54 (17.82%) Microsoft
3 47 (15.51%) Tableau
4 44 (14.52%) Facebook
5 42 (13.86%) Twitter
6 12 (3.96%) MicroStrategy
6 12 (3.96%) SAP
7 9 (2.97%) Teradata
8 8 (2.64%) Informatica
8 8 (2.64%) TOWER Software
9 7 (2.31%) IBM
10 5 (1.65%) Hyperion
11 4 (1.32%) Ab Initio
11 4 (1.32%) Google
12 3 (0.99%) Alteryx
12 3 (0.99%) Atlassian
12 3 (0.99%) Sybase
13 2 (0.66%) Actian
13 2 (0.66%) Cognos
13 2 (0.66%) MuleSoft
Leatherhead, Surrey
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 3 days ago
Reading, Berkshire
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 3 days ago
London
Computer Futures
Salary: competitive
Posted: 3 days ago
Guildford
Computer Futures
Salary: £90000 - £100000 per annum + Double OTE
Posted: 3 days ago
London
Computer Futures
Salary: £90000 - £100000 per annum + Double OTE
Posted: 4 days ago
Bristol, Avon
Ability Resourcing
Salary: £45000 - £60000 per annum + Options (Early Stage)
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £45000 - £52000 per annum, Benefits Package
Posted: 2 days ago
Bristol, Avon
Ability Resourcing
Salary: £45000 - £60000 per annum + Options (Early Stage)
Posted: Yesterday
Southampton
Southampton Solent University
Salary: £55,389 - £58,754 per annum
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £60000.00 per annum + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Harvey Nash plc
Salary: £50000 - £65000 per annum
Posted: 2 days ago
London
People Source Consulting
Salary: £35000 - £45000 per annum + Bonus and benefits package
Posted: 3 days ago
London
People Source Consulting
Salary: £60000 - £70000 per annum + Bonus and benefits package
Posted: 3 days ago
London
Venturi
Salary: £50000 - £80000 per annum + Bonus + Benefits
Posted: 3 days ago
City of London
Hays London City Cheapside
Salary: £35000.00 - £45000.00 per annum
Posted: 9 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive
Posted: 8 days ago
Bracknell
Computer Futures
Salary: £60000 - £65000 per annum + Double OTE
Posted: 18 days ago
Nottingham
EMBS
Salary: £45k - 55k per year + fantastic benefits
Posted: 22 days ago
Surrey
Mint
Salary: £60000 - £80000 per annum + Bonus
Posted: 23 days ago
Surrey
Mint
Salary: £50000 - £60000 per annum + Bonus
Posted: 25 days ago
High Wycombe, Buckinghamshire
Johnson and Johnson
Salary: Highly competitive salary, bonus and flexible benefits
Posted: 17 days ago
London
PwC
Salary: Market related
Posted: 24 days ago