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

3 months to
5 May 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 737 746 888
Rank change year-on-year
+9 +142
Permanent jobs citing Predictive Analytics 168 188 71
As % of all permanent IT jobs located in England 0.18% 0.18% 0.064%
As % of the Processes & Methodologies category 0.20% 0.21% 0.075%
Number of salaries quoted 129 134 44
Median salary £60,000 £52,500 £70,000
Median salary % change year-on-year
+14.28% -25.00%
90% offered a salary of more than £41,500 £35,000 £40,000
10% offered a salary of more than £85,500 £80,000 £100,000
UK excluding London median salary £57,500 £47,500 £40,000
% change year-on-year
+21.05% +18.75%
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
84211 88506 95091
As % of all permanent IT jobs located in England 87.73% 85.91% 85.36%
Number of salaries quoted 70862 72288 77374
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 £31,000
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 5 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 5 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 -22 82 £60,000 +14.28% 9
West Midlands +5 35 £60,000 +20.00% 3
South East +12 23 £47,500 +11.76% 3
South West - 12 £57,500 - 1
Yorkshire +14 7 £47,500 +72.72%
East of England +10 5 £95,100 +83.76% 1
East Midlands +14 1 £52,500 +31.25%
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 5 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.

1 361 (100.00%) Analytics
2 237 (65.65%) Big Data
3 143 (39.61%) SQL
4 130 (36.01%) Machine Learning
5 125 (34.63%) Degree
6 122 (33.80%) Python
6 122 (33.80%) Business Intelligence
7 116 (32.13%) Hadoop
8 109 (30.19%) Java
9 102 (28.25%) Finance
9 102 (28.25%) R
10 94 (26.04%) Oracle
11 90 (24.93%) Mathematics
12 87 (24.10%) Retail
13 82 (22.71%) Apache Spark
14 77 (21.33%) Microsoft
15 75 (20.78%) Agile Software Development
15 75 (20.78%) Computer Science
16 73 (20.22%) NoSQL
17 69 (19.11%) Analytical Skills
17 69 (19.11%) Algorithms
18 68 (18.84%) Scala
19 64 (17.73%) MySQL
19 64 (17.73%) Data Mining
20 62 (17.17%) Data Warehouse
20 62 (17.17%) Tableau
21 61 (16.90%) MongoDB
21 61 (16.90%) Visualisation
22 60 (16.62%) SQL Server
22 60 (16.62%) Artificial Intelligence

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 82 (22.71%) Apache Spark
2 56 (15.51%) SAS
3 33 (9.14%) GlassFish
3 33 (9.14%) JBoss
3 33 (9.14%) WildFly
4 25 (6.93%) Apache Pig
5 20 (5.54%) SharePoint
6 10 (2.77%) Apache
7 7 (1.94%) Elasticsearch
8 4 (1.11%) Apache Solr
8 4 (1.11%) BizTalk Server
9 2 (0.55%) CMS
9 2 (0.55%) DNN
10 1 (0.28%) NetWeaver
10 1 (0.28%) NServiceBus
10 1 (0.28%) Oracle SOA Suite
Applications
1 31 (8.59%) SPSS
2 26 (7.20%) MS Excel
3 15 (4.16%) MS PowerPoint
4 12 (3.32%) S-PLUS
5 7 (1.94%) MS Office
6 6 (1.66%) Weka
7 2 (0.55%) Stata
Business Applications
1 2 (0.55%) SAP CRM
2 1 (0.28%) Dynamics AX
2 1 (0.28%) Dynamics NAV
2 1 (0.28%) Oracle BPM
2 1 (0.28%) SAP BPC
2 1 (0.28%) SAP InfiniteInsight
Cloud Services
1 29 (8.03%) Microsoft Azure
2 11 (3.05%) Amazon AWS
3 10 (2.77%) Azure Machine Learning
4 9 (2.49%) PaaS
5 4 (1.11%) Google Analytics
5 4 (1.11%) Google Cloud Platform
5 4 (1.11%) IaaS
6 2 (0.55%) Amazon S3
6 2 (0.55%) GitHub
7 1 (0.28%) Amazon EC2
7 1 (0.28%) Amazon EMR
7 1 (0.28%) Cloud Computing
7 1 (0.28%) SaaS
Communications & Networking
1 12 (3.32%) WebEx
2 6 (1.66%) Internet
3 1 (0.28%) Firewall
3 1 (0.28%) FTP
3 1 (0.28%) GPRS
3 1 (0.28%) GSM
3 1 (0.28%) NAS
3 1 (0.28%) SAN
3 1 (0.28%) SMTP
Database & Business Intelligence
1 237 (65.65%) Big Data
2 116 (32.13%) Hadoop
3 73 (20.22%) NoSQL
4 64 (17.73%) Data Mining
4 64 (17.73%) MySQL
5 62 (17.17%) Data Warehouse
6 61 (16.90%) MongoDB
7 60 (16.62%) SQL Server
8 50 (13.85%) SQL Server Integration Services
9 49 (13.57%) Apache Cassandra
10 47 (13.02%) SQL Server Reporting Services
11 42 (11.63%) PostgreSQL
12 32 (8.86%) Power BI
12 32 (8.86%) SQL Server Analysis Services
13 28 (7.76%) QlikView
14 27 (7.48%) Apache Hive
15 24 (6.65%) HDInsight
16 21 (5.82%) Relational Database
17 19 (5.26%) BusinessObjects
18 17 (4.71%) SQL Server 2014
Development Applications
1 36 (9.97%) Jenkins
2 34 (9.42%) Hudson
3 33 (9.14%) JBehave
3 33 (9.14%) JUnit
4 8 (2.22%) ERwin
5 2 (0.55%) ProC
5 2 (0.55%) Subversion
6 1 (0.28%) Cucumber
6 1 (0.28%) Git (software)
6 1 (0.28%) Ranorex
6 1 (0.28%) Selenium
6 1 (0.28%) SpecFlow
6 1 (0.28%) SQL Server Management Studio (SSMS)
6 1 (0.28%) TeamCity
6 1 (0.28%) Visual Studio
6 1 (0.28%) VSS/SourceSafe
General
1 102 (28.25%) Finance
2 87 (24.10%) Retail
3 37 (10.25%) Marketing
4 25 (6.93%) Banking
5 21 (5.82%) Billing
6 16 (4.43%) Telecoms
7 7 (1.94%) Games
8 5 (1.39%) Pharmaceutical
9 4 (1.11%) Law
9 4 (1.11%) Legal
10 3 (0.83%) Automotive
11 2 (0.55%) Aerospace
11 2 (0.55%) Manufacturing
Job Titles
1 61 (16.90%) Developer
2 52 (14.40%) Data Scientist
3 51 (14.13%) Analyst
4 48 (13.30%) Consultant
5 42 (11.63%) Java Developer
6 38 (10.53%) Senior Developer
7 35 (9.70%) Business Manager
8 34 (9.42%) Senior Java Developer
9 33 (9.14%) Senior Manager
10 29 (8.03%) Architect
11 25 (6.93%) Data Architect
12 20 (5.54%) Business Relationship Manager
12 20 (5.54%) Relationships Manager
13 19 (5.26%) Programme Manager
14 16 (4.43%) Senior Data Scientist
15 15 (4.16%) Business Analyst
16 13 (3.60%) Business Intelligence Consultant
16 13 (3.60%) Data Consultant
16 13 (3.60%) Microsoft Consultant
16 13 (3.60%) Senior Programme Manager
Libraries, Frameworks & Software Standards
1 43 (11.91%) .NET
2 37 (10.25%) Spring
3 36 (9.97%) Hibernate
4 33 (9.14%) HornetQ
4 33 (9.14%) Java EE
4 33 (9.14%) JAX-RS
4 33 (9.14%) JMS
4 33 (9.14%) JPA
4 33 (9.14%) RESTEasy
4 33 (9.14%) RESTful
5 17 (4.71%) .NET Framework
5 17 (4.71%) D3.js
6 16 (4.43%) HTML
7 15 (4.16%) Natural Language Processing
8 13 (3.60%) HTML5
9 12 (3.32%) Middleware
10 11 (3.05%) MLlib
11 10 (2.77%) MDX
12 8 (2.22%) RHadoop
13 7 (1.94%) Kafka
Miscellaneous
1 90 (24.93%) Mathematics
2 75 (20.78%) Computer Science
3 69 (19.11%) Algorithms
3 69 (19.11%) Analytical Skills
4 61 (16.90%) Visualisation
5 60 (16.62%) Artificial Intelligence
6 59 (16.34%) Smart Meter
7 57 (15.79%) Statistics
8 55 (15.24%) Mobile App
9 45 (12.47%) Management Information System
10 29 (8.03%) Economics
11 23 (6.37%) Neural Network
12 21 (5.82%) Fintech
13 16 (4.43%) Data Integration
14 12 (3.32%) Data Structures
14 12 (3.32%) Enterprise Software
15 10 (2.77%) Applied Mathematics
16 9 (2.49%) Credit Risk
16 9 (2.49%) Physics
17 8 (2.22%) Freedom of Information
Operating Systems
1 34 (9.42%) Android
2 33 (9.14%) Apple iOS
3 21 (5.82%) Linux
4 4 (1.11%) Unix
5 3 (0.83%) Windows
6 1 (0.28%) Windows Mobile
Processes & Methodologies
1 361 (100.00%) Analytics
2 130 (36.01%) Machine Learning
3 122 (33.80%) Business Intelligence
4 75 (20.78%) Agile Software Development
5 58 (16.07%) Presales
6 55 (15.24%) Change Management
6 55 (15.24%) ITIL
7 54 (14.96%) Project Management
7 54 (14.96%) Scrum
8 50 (13.85%) Software Engineering
9 48 (13.30%) Data Management
9 48 (13.30%) Predictive Modelling
10 47 (13.02%) Performance Management
11 44 (12.19%) SOA
12 40 (11.08%) Data Analytics
13 38 (10.53%) Data Modelling
13 38 (10.53%) ETL
14 37 (10.25%) Continuous Integration
14 37 (10.25%) TDD
15 36 (9.97%) Business Analysis
Programming Languages
1 143 (39.61%) SQL
2 122 (33.80%) Python
3 109 (30.19%) Java
4 102 (28.25%) R
5 68 (18.84%) Scala
6 44 (12.19%) C#
7 33 (9.14%) Clojure
8 27 (7.48%) MATLAB
9 25 (6.93%) C
10 21 (5.82%) JavaScript
11 14 (3.88%) C++
12 10 (2.77%) Perl
12 10 (2.77%) T-SQL
13 6 (1.66%) VB.NET
13 6 (1.66%) VBA
14 5 (1.39%) HiveQL
14 5 (1.39%) Ruby
15 3 (0.83%) SPARQL
16 2 (0.55%) Julia
17 1 (0.28%) X++
Qualifications
1 125 (34.63%) Degree
2 39 (10.80%) CITP
3 33 (9.14%) PhD
4 22 (6.09%) PMI Certification
4 22 (6.09%) PMP
5 19 (5.26%) PRINCE2 Certification
6 10 (2.77%) Microsoft Certification
7 6 (1.66%) SC Cleared
7 6 (1.66%) Security Cleared
8 2 (0.55%) CIMA
8 2 (0.55%) ISACA
8 2 (0.55%) ITIL Certification
8 2 (0.55%) MBA
9 1 (0.28%) ISTQB
9 1 (0.28%) Six Sigma Black Belt
9 1 (0.28%) Six Sigma Green Belt
Quality Assurance & Compliance
1 50 (13.85%) ISO 9001
2 20 (5.54%) ISO/IEC 20000
3 18 (4.99%) Data Quality
4 9 (2.49%) TickIT
5 6 (1.66%) SLA
6 4 (1.11%) IAS 39
6 4 (1.11%) QA
System Software
1 6 (1.66%) Docker
2 1 (0.28%) Apache Flume
Systems Management
1 3 (0.83%) Hadoop YARN
2 2 (0.55%) Puppet
3 1 (0.28%) Oozie
Vendors
1 94 (26.04%) Oracle
2 77 (21.33%) Microsoft
3 62 (17.17%) Tableau
4 37 (10.25%) Facebook
5 35 (9.70%) SAP
6 33 (9.14%) Twitter
7 12 (3.32%) Actian
7 12 (3.32%) RapidMiner
8 11 (3.05%) IBM
8 11 (3.05%) MicroStrategy
9 10 (2.77%) Google
10 9 (2.49%) Teradata
11 7 (1.94%) Informatica
12 4 (1.11%) Ab Initio
12 4 (1.11%) Hyperion
13 3 (0.83%) Cloudera
13 3 (0.83%) Cognos
13 3 (0.83%) HP
13 3 (0.83%) TOWER Software
14 2 (0.55%) Greenplum
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ANSON MCCADE
Salary: £70,000-£90,000
Posted: 1 hour ago
Manchester, Lancashire
ANSON MCCADE
Salary: £70,000-£90,000
Posted: 1 hour ago
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ISL
Salary: £55000 - £65000 per annum + benefits package
Posted: Yesterday
London
Computer Futures
Salary: Double OTE, Package
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Wallingford
Recruitment Genius Ltd
Salary: £32000 - £38000 per annum
Posted: Yesterday
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Salary: From £40,000 to £45,000 per annum Annual Bonus, Pension, Health care,
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City, London
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Salary: £45000 - £59000 per annum + Bens
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Chichester, West Sussex
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Salary: From £43,421 to £47,507 per annum
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Cambridge, Cambridgeshire
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Salary: Competitive plus benefits
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Bristol
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Salary: £35000 - £55000 per annum
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London
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Salary: £45000 per annum + £45,000 OTE
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Salary: £120000 - £140000 per annum + Double OTE, Package
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Warwick
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Salary: £55,000 - £65,000 + Bonus + Benefits
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Warwick, Warwickshire
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Warwick, Warwickshire
First Utility
Salary: From £50,000 to £65,000 per annum + bonus + excellent benefits
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London
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London
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