The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 778 787 927
Rank change year-on-year
+9 +140
Permanent jobs citing Predictive Analytics 148 171 78
As % of all permanent IT jobs located in the UK 0.15% 0.16% 0.066%
As % of the Processes & Methodologies category 0.17% 0.19% 0.078%
Number of salaries quoted 119 118 49
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 £41,500 £36,050 £40,000
10% offered a salary of more than £85,000 £80,000 £100,000
UK excluding London median salary £57,500 £47,500 £40,000
% change year-on-year
+21.05% +18.75%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
86678 92333 100261
As % of all permanent IT jobs located in the UK 87.87% 86.39% 85.34%
Number of salaries quoted 72146 75008 81488
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 £31,500 £31,000
10% offered a salary of more than £75,000 £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

The demand trend of job ads citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in the UK

Predictive Analytics
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics within the UK.

Predictive Analytics Salary Trend in the UK

Predictive Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Predictive Analytics over the 3 months to 25 May 2016 within the UK.

Predictive Analytics Salary Histogram in the UK

Predictive Analytics
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the UK over the 3 months to 25 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
England -2 140 £60,000 +14.28% 14
London -36 71 £60,000 +14.28% 10
West Midlands +6 37 £60,000 +20.00%
Warwickshire +19 29 £60,000 +20.00%
Warwick - 29 £60,000 -
City of London +49 14 £70,000 +33.33% 4
South East -7 10 £50,000 +17.64% 3
East of England +37 7 £95,100 +52.16%
Yorkshire +10 7 £47,500 - 1
South West - 6 £42,500 -
Leeds +10 5 £67,500 - 1
West Yorkshire +2 5 £67,500 - 1
Cambridge - 5 £37,500 -
Cambridgeshire - 5 £37,500 -
Buckinghamshire +20 4 £60,000 +41.17%
Bristol - 4 £42,500 -
Berkshire +15 3 - -
Birmingham -8 3 £45,000 -
Slough - 3 - -
Norfolk +21 2 £96,825 -
Norwich +14 2 £96,825 -
Hampshire +6 2 £50,000 +36.98%
Scotland -8 2 £62,500 +132.14%
Staffordshire - 2 £25,000 -
Wiltshire - 2 £65,000 -
Swindon - 2 £65,000 -
North Yorkshire - 2 £25,000 -
Stoke-on-Trent - 2 £25,000 -
Southampton - 2 £50,000 -
Nottingham +11 1 £50,000 +25.00%

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Predictive Analytics.

1 358 (100.00%) Analytics
2 230 (64.25%) Big Data
3 158 (44.13%) SQL
4 137 (38.27%) Degree
5 131 (36.59%) Hadoop
6 130 (36.31%) Python
7 122 (34.08%) Machine Learning
8 119 (33.24%) Business Intelligence
9 115 (32.12%) Java
10 105 (29.33%) Oracle
11 103 (28.77%) R
12 102 (28.49%) Finance
13 99 (27.65%) Mathematics
14 89 (24.86%) Apache Spark
15 87 (24.30%) Agile Software Development
16 85 (23.74%) Retail
17 81 (22.63%) NoSQL
18 75 (20.95%) Microsoft
19 74 (20.67%) Scala
20 72 (20.11%) Computer Science
21 71 (19.83%) MongoDB
22 70 (19.55%) MySQL
23 66 (18.44%) Artificial Intelligence
24 64 (17.88%) Analytical Skills
24 64 (17.88%) Algorithms
25 62 (17.32%) SAS
26 61 (17.04%) Data Warehouse
26 61 (17.04%) SQL Server
27 60 (16.76%) Scrum
27 60 (16.76%) Visualisation

Predictive Analytics
Top Related IT Skills 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 89 (24.86%) Apache Spark
2 62 (17.32%) SAS
3 41 (11.45%) GlassFish
3 41 (11.45%) JBoss
3 41 (11.45%) WildFly
4 24 (6.70%) Apache Pig
5 20 (5.59%) SharePoint
6 10 (2.79%) Apache
7 6 (1.68%) Elasticsearch
8 5 (1.40%) SharePoint 2013
9 4 (1.12%) Apache Solr
9 4 (1.12%) BizTalk Server
10 2 (0.56%) CMS
10 2 (0.56%) DNN
10 2 (0.56%) Oracle SOA Suite
11 1 (0.28%) NetWeaver
11 1 (0.28%) NServiceBus
Applications
1 33 (9.22%) SPSS
2 24 (6.70%) MS Excel
3 14 (3.91%) MS PowerPoint
4 11 (3.07%) S-PLUS
5 6 (1.68%) MS Office
5 6 (1.68%) Weka
6 2 (0.56%) Stata
Business Applications
1 2 (0.56%) Oracle BPM
2 1 (0.28%) Dynamics AX
2 1 (0.28%) Dynamics NAV
2 1 (0.28%) SAP BPC
2 1 (0.28%) SAP InfiniteInsight
Cloud Services
1 31 (8.66%) Microsoft Azure
2 12 (3.35%) Amazon AWS
3 8 (2.23%) Azure Machine Learning
4 7 (1.96%) PaaS
5 2 (0.56%) Amazon EMR
5 2 (0.56%) Amazon S3
5 2 (0.56%) GitHub
5 2 (0.56%) Google Analytics
5 2 (0.56%) Google Cloud Platform
6 1 (0.28%) Amazon EC2
6 1 (0.28%) IaaS
6 1 (0.28%) SaaS
Communications & Networking
1 11 (3.07%) WebEx
2 6 (1.68%) Internet
3 2 (0.56%) SSL
4 1 (0.28%) Firewall
4 1 (0.28%) FTP
4 1 (0.28%) GPRS
4 1 (0.28%) GSM
4 1 (0.28%) NAS
4 1 (0.28%) SAN
4 1 (0.28%) SMTP
Database & Business Intelligence
1 230 (64.25%) Big Data
2 131 (36.59%) Hadoop
3 81 (22.63%) NoSQL
4 71 (19.83%) MongoDB
5 70 (19.55%) MySQL
6 61 (17.04%) Data Warehouse
6 61 (17.04%) SQL Server
7 59 (16.48%) Data Mining
8 58 (16.20%) Apache Cassandra
9 53 (14.80%) SQL Server Integration Services
10 51 (14.25%) SQL Server Reporting Services
11 50 (13.97%) PostgreSQL
12 35 (9.78%) Power BI
13 32 (8.94%) SQL Server Analysis Services
14 28 (7.82%) Relational Database
15 27 (7.54%) Apache Hive
15 27 (7.54%) QlikView
16 26 (7.26%) BusinessObjects
17 21 (5.87%) HDInsight
18 17 (4.75%) SQL Server 2014
Development Applications
1 44 (12.29%) Jenkins
2 42 (11.73%) Hudson
2 42 (11.73%) JUnit
3 41 (11.45%) JBehave
4 12 (3.35%) ERwin
5 2 (0.56%) ProC
5 2 (0.56%) Subversion
6 1 (0.28%) Cucumber
6 1 (0.28%) Git (software)
6 1 (0.28%) IntelliJ
6 1 (0.28%) JIRA
6 1 (0.28%) Maven
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 (28.49%) Finance
2 85 (23.74%) Retail
3 35 (9.78%) Marketing
4 24 (6.70%) Banking
5 18 (5.03%) Billing
6 13 (3.63%) Telecoms
7 7 (1.96%) Games
8 4 (1.12%) Law
8 4 (1.12%) Legal
8 4 (1.12%) Pharmaceutical
9 2 (0.56%) Aerospace
9 2 (0.56%) Automotive
10 1 (0.28%) Manufacturing
Job Titles
1 64 (17.88%) Developer
2 58 (16.20%) Analyst
3 51 (14.25%) Consultant
4 49 (13.69%) Data Scientist
5 48 (13.41%) Java Developer
6 46 (12.85%) Senior Developer
7 42 (11.73%) Senior Java Developer
8 30 (8.38%) Business Manager
9 28 (7.82%) Senior Manager
10 26 (7.26%) Architect
11 22 (6.15%) Data Architect
12 18 (5.03%) Business Analyst
13 17 (4.75%) Business Intelligence Consultant
13 17 (4.75%) Microsoft BI Consultant
13 17 (4.75%) Microsoft Consultant
14 16 (4.47%) Business Relationship Manager
14 16 (4.47%) Relationships Manager
14 16 (4.47%) Senior Data Scientist
15 14 (3.91%) Business Consultant
15 14 (3.91%) Data Consultant
Libraries, Frameworks & Software Standards
1 46 (12.85%) Spring
2 45 (12.57%) Hibernate
3 41 (11.45%) HornetQ
3 41 (11.45%) Java EE
3 41 (11.45%) JAX-RS
3 41 (11.45%) JMS
3 41 (11.45%) JPA
3 41 (11.45%) RESTEasy
3 41 (11.45%) RESTful
4 37 (10.34%) .NET
5 19 (5.31%) Natural Language Processing
6 15 (4.19%) HTML
7 14 (3.91%) .NET Framework
7 14 (3.91%) D3.js
8 12 (3.35%) HTML5
9 10 (2.79%) MDX
9 10 (2.79%) Middleware
10 9 (2.51%) Kafka
10 9 (2.51%) MLlib
11 6 (1.68%) RHadoop
Miscellaneous
1 99 (27.65%) Mathematics
2 72 (20.11%) Computer Science
3 66 (18.44%) Artificial Intelligence
4 64 (17.88%) Algorithms
4 64 (17.88%) Analytical Skills
5 60 (16.76%) Visualisation
6 58 (16.20%) Mobile App
7 55 (15.36%) Statistics
8 46 (12.85%) Smart Meter
9 32 (8.94%) Management Information System
10 22 (6.15%) Fintech
10 22 (6.15%) Neural Network
11 20 (5.59%) Data Integration
11 20 (5.59%) Economics
12 13 (3.63%) Data Structures
13 12 (3.35%) Freedom of Information
14 11 (3.07%) Enterprise Software
15 9 (2.51%) Credit Risk
15 9 (2.51%) Physics
16 8 (2.23%) Applied Mathematics
Operating Systems
1 42 (11.73%) Android
2 41 (11.45%) Apple iOS
3 20 (5.59%) Linux
4 5 (1.40%) Unix
5 4 (1.12%) Windows
6 1 (0.28%) Windows Mobile
Processes & Methodologies
1 358 (100.00%) Analytics
2 122 (34.08%) Machine Learning
3 119 (33.24%) Business Intelligence
4 87 (24.30%) Agile Software Development
5 60 (16.76%) Scrum
6 56 (15.64%) Software Engineering
7 55 (15.36%) Data Management
7 55 (15.36%) SOA
8 52 (14.53%) Presales
9 47 (13.13%) Predictive Modelling
10 46 (12.85%) Data Analytics
10 46 (12.85%) Data Modelling
10 46 (12.85%) TDD
11 45 (12.57%) Continuous Integration
12 43 (12.01%) Software Delivery
13 42 (11.73%) Dependency Injection
13 42 (11.73%) Functional Testing
13 42 (11.73%) ITIL
14 41 (11.45%) DSDM
14 41 (11.45%) Project Management
Programming Languages
1 158 (44.13%) SQL
2 130 (36.31%) Python
3 115 (32.12%) Java
4 103 (28.77%) R
5 74 (20.67%) Scala
6 41 (11.45%) Clojure
7 40 (11.17%) C#
8 29 (8.10%) MATLAB
9 25 (6.98%) C
10 21 (5.87%) JavaScript
11 16 (4.47%) C++
12 10 (2.79%) Perl
12 10 (2.79%) T-SQL
13 7 (1.96%) Ruby
14 6 (1.68%) VB.NET
14 6 (1.68%) VBA
15 5 (1.40%) HiveQL
16 3 (0.84%) SPARQL
17 2 (0.56%) Julia
17 2 (0.56%) PL/SQL
Qualifications
1 137 (38.27%) Degree
2 35 (9.78%) PhD
3 30 (8.38%) CITP
4 14 (3.91%) PMI Certification
4 14 (3.91%) PMP
5 11 (3.07%) SC Cleared
5 11 (3.07%) Security Cleared
6 10 (2.79%) PRINCE2 Certification
7 9 (2.51%) Microsoft Certification
8 1 (0.28%) CIMA
8 1 (0.28%) ISTQB
8 1 (0.28%) MBA
Quality Assurance & Compliance
1 39 (10.89%) ISO 9001
2 18 (5.03%) Data Quality
3 16 (4.47%) ISO/IEC 20000
4 6 (1.68%) TickIT
5 5 (1.40%) IAS 39
5 5 (1.40%) QA
6 4 (1.12%) SLA
System Software
1 6 (1.68%) Docker
2 2 (0.56%) Apache Flume
Systems Management
1 3 (0.84%) Hadoop YARN
2 2 (0.56%) Puppet
3 1 (0.28%) Oozie
Vendors
1 105 (29.33%) Oracle
2 75 (20.95%) Microsoft
3 53 (14.80%) Tableau
4 45 (12.57%) Facebook
5 41 (11.45%) Twitter
6 30 (8.38%) SAP
7 11 (3.07%) Actian
7 11 (3.07%) MicroStrategy
7 11 (3.07%) RapidMiner
8 10 (2.79%) IBM
8 10 (2.79%) Informatica
9 9 (2.51%) Teradata
10 6 (1.68%) Google
11 5 (1.40%) Ab Initio
11 5 (1.40%) Hyperion
12 4 (1.12%) TOWER Software
13 3 (0.84%) Cloudera
13 3 (0.84%) Cognos
13 3 (0.84%) HP
13 3 (0.84%) Sybase
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Salary: £80000 - £120000 per annum + benefits
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London
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Salary: £55000 - £65000 per annum + Benefits + Bonus
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London
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City Of London
HFG
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Wallingford
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Salary: £32000 - £38000 per annum
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Chichester, West Sussex
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