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 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 718 788 956
Rank change year-on-year
+70 +168
Permanent jobs citing Predictive Analytics 181 189 38
As % of all permanent IT jobs located in the UK 0.19% 0.17% 0.033%
As % of the Processes & Methodologies category 0.21% 0.20% 0.038%
Number of salaries quoted 166 136 27
Median salary £60,000 £50,000 £62,500
Median salary % change year-on-year
+20.00% -20.00%
90% offered a salary of more than £40,000 £35,000 £34,000
10% offered a salary of more than £90,000 £90,000 £88,500
UK excluding London median salary £57,500 £42,500 £50,000
% change year-on-year
+35.29% -15.00%

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
84858 95762 99159
As % of all permanent IT jobs located in the UK 88.03% 87.55% 85.33%
Number of salaries quoted 70966 78846 79114
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 £32,500 £30,750
10% offered a salary of more than £78,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 28 August 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 28 August 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 +44 160 £62,500 +25.00% 21
London +36 107 £67,500 +12.50% 10
South East +25 36 £72,500 +70.58% 7
Surrey +38 12 £57,500 +70.37% 3
Hampshire +7 11 £90,000 +80.00% 1
Oxfordshire - 10 £50,000 - 2
Portsmouth - 9 £90,000 -
Yorkshire +37 8 £46,250 - 1
Havant - 7 £90,000 -
City of London +43 6 £41,250 -21.42%
Leeds +37 6 £47,500 - 1
West Yorkshire +21 6 £47,500 - 1
Belfast - 5 £40,000 -
County Antrim - 5 £40,000 -
Northern Ireland - 5 £40,000 -
Oxford - 4 £45,000 - 1
North West +17 3 £50,000 +25.00% 1
Manchester -4 3 £50,000 +25.00% 1
Guildford - 3 £47,500 -
East of England +10 2 £55,500 -
Berkshire -8 2 £62,500 +47.05% 1
South West - 2 £77,500 - 2
Horley - 2 £80,000 -
South Yorkshire - 2 £43,250 -
Rotherham - 2 £43,250 -
Cambridge - 2 £55,500 -
Cambridgeshire - 2 £55,500 -
Nottingham +10 1 £50,000 -
Nottinghamshire +9 1 £50,000 +53.84%
East Midlands +6 1 £50,000 +53.84%

Predictive Analytics
Top 30 Related IT Skills

For the 6 months to 28 August 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.

1 341 (100.00%) Analytics
2 203 (59.53%) Big Data
3 169 (49.56%) SQL
4 143 (41.94%) Machine Learning
5 131 (38.42%) Python
6 128 (37.54%) Business Intelligence
6 128 (37.54%) Agile Software Development
7 111 (32.55%) Java
8 90 (26.39%) R
9 87 (25.51%) Degree
10 86 (25.22%) Hadoop
11 85 (24.93%) Analytical Skills
12 83 (24.34%) Visualisation
13 81 (23.75%) Mathematics
13 81 (23.75%) Oracle
14 79 (23.17%) NoSQL
15 78 (22.87%) Data Warehouse
16 69 (20.23%) Microsoft Azure
17 66 (19.35%) Finance
18 64 (18.77%) Scrum
19 62 (18.18%) SQL Server
20 60 (17.60%) Software Engineering
21 59 (17.30%) Microsoft
22 58 (17.01%) Data Analytics
23 57 (16.72%) SQL Server Integration Services
23 57 (16.72%) Apache Spark
24 56 (16.42%) SQL Server Reporting Services
24 56 (16.42%) Spring
24 56 (16.42%) Artificial Intelligence
24 56 (16.42%) Hibernate

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 57 (16.72%) Apache Spark
2 52 (15.25%) SAS
3 37 (10.85%) JBoss
4 32 (9.38%) GlassFish
4 32 (9.38%) WildFly
5 26 (7.62%) SharePoint
6 19 (5.57%) Apache Pig
7 6 (1.76%) Elasticsearch
8 5 (1.47%) ArcGIS
8 5 (1.47%) SharePoint 2013
9 4 (1.17%) Oracle SOA Suite
10 3 (0.88%) Apache Solr
10 3 (0.88%) Confluence
11 2 (0.59%) Apache
12 1 (0.29%) NServiceBus
Applications
1 24 (7.04%) MS Excel
2 21 (6.16%) SPSS
3 8 (2.35%) MS PowerPoint
4 3 (0.88%) MS Office
4 3 (0.88%) Stata
Business Applications
1 3 (0.88%) Oracle BPM
2 2 (0.59%) SAP Oil and Gas
3 1 (0.29%) Cognos TM1
3 1 (0.29%) Relativity
Cloud Services
1 69 (20.23%) Microsoft Azure
2 43 (12.61%) PaaS
3 37 (10.85%) Amazon AWS
4 23 (6.74%) Cloud Computing
5 22 (6.45%) Google Cloud Platform
6 20 (5.87%) IaaS
7 15 (4.40%) SaaS
8 11 (3.23%) Azure Machine Learning
9 7 (2.05%) Data Lake Analytics
10 1 (0.29%) Adobe Analytics
10 1 (0.29%) Amazon EC2
10 1 (0.29%) Amazon EMR
10 1 (0.29%) Amazon Kinesis
10 1 (0.29%) Amazon S3
10 1 (0.29%) GitHub
10 1 (0.29%) Google Analytics
10 1 (0.29%) iPaaS
10 1 (0.29%) Office 365
Communications & Networking
1 5 (1.47%) Internet
2 2 (0.59%) DNS
2 2 (0.59%) Firewall
2 2 (0.59%) SSL
2 2 (0.59%) Wireless
3 1 (0.29%) FTP
3 1 (0.29%) SMTP
Database & Business Intelligence
1 203 (59.53%) Big Data
2 86 (25.22%) Hadoop
3 79 (23.17%) NoSQL
4 78 (22.87%) Data Warehouse
5 62 (18.18%) SQL Server
6 57 (16.72%) SQL Server Integration Services
7 56 (16.42%) SQL Server Reporting Services
8 48 (14.08%) MongoDB
8 48 (14.08%) MySQL
9 46 (13.49%) Power BI
10 45 (13.20%) Apache Cassandra
11 44 (12.90%) Data Mining
12 42 (12.32%) SQL Server Analysis Services
13 39 (11.44%) PostgreSQL
14 30 (8.80%) QlikView
15 29 (8.50%) Relational Database
16 28 (8.21%) HDInsight
17 27 (7.92%) Apache Hive
18 18 (5.28%) SQL Server 2014
19 16 (4.69%) Microsoft Analysis Services
Development Applications
1 38 (11.14%) JUnit
2 33 (9.68%) Hudson
2 33 (9.68%) Jenkins
3 32 (9.38%) JBehave
4 9 (2.64%) JIRA
5 8 (2.35%) Visual Studio
6 7 (2.05%) Visual Studio Tools for Office
7 6 (1.76%) IntelliJ
7 6 (1.76%) Maven
8 3 (0.88%) Cucumber
8 3 (0.88%) Selenium
8 3 (0.88%) SpecFlow
8 3 (0.88%) SQL Server Management Studio (SSMS)
9 2 (0.59%) Oracle Forms
9 2 (0.59%) Subversion
10 1 (0.29%) Git (software)
10 1 (0.29%) Ranorex
10 1 (0.29%) TeamCity
10 1 (0.29%) VSS/SourceSafe
General
1 66 (19.35%) Finance
2 54 (15.84%) Retail
3 31 (9.09%) Marketing
4 16 (4.69%) Banking
5 8 (2.35%) Telecoms
6 6 (1.76%) Advertising
6 6 (1.76%) Billing
7 5 (1.47%) Games
8 4 (1.17%) Legal
9 3 (0.88%) French Language
9 3 (0.88%) Law
9 3 (0.88%) Manufacturing
9 3 (0.88%) Publishing
10 2 (0.59%) Automotive
10 2 (0.59%) Electronics
10 2 (0.59%) Investment Banking
10 2 (0.59%) Pharmaceutical
11 1 (0.29%) Front Office
11 1 (0.29%) German Language
11 1 (0.29%) Norwegian Language
Job Titles
1 63 (18.48%) Developer
2 59 (17.30%) Consultant
3 46 (13.49%) Data Scientist
4 42 (12.32%) Architect
5 41 (12.02%) Java Developer
6 40 (11.73%) Senior Developer
7 35 (10.26%) Analyst
8 33 (9.68%) Senior Java Developer
9 29 (8.50%) Business Intelligence Consultant
10 28 (8.21%) Data Architect
10 28 (8.21%) Microsoft Consultant
11 23 (6.74%) Business Consultant
12 22 (6.45%) Analytics Consultant
13 20 (5.87%) Microsoft BI Consultant
13 20 (5.87%) Software Engineer
14 16 (4.69%) Machine Learning Scientist
15 13 (3.81%) Data Consultant
16 12 (3.52%) Data Engineer
16 12 (3.52%) Senior Consultant
16 12 (3.52%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 56 (16.42%) Hibernate
1 56 (16.42%) Spring
2 53 (15.54%) .NET
3 37 (10.85%) JMS
4 33 (9.68%) RESTful
5 32 (9.38%) HornetQ
5 32 (9.38%) Java EE
5 32 (9.38%) JAX-RS
5 32 (9.38%) JPA
5 32 (9.38%) RESTEasy
6 30 (8.80%) REST
7 28 (8.21%) Natural Language Processing
8 21 (6.16%) D3.js
9 20 (5.87%) Apache Flex
10 19 (5.57%) JDBC
11 17 (4.99%) HTML
12 15 (4.40%) Struts
13 14 (4.11%) CSS
13 14 (4.11%) Web Services
14 12 (3.52%) Kafka
Miscellaneous
1 85 (24.93%) Analytical Skills
2 83 (24.34%) Visualisation
3 81 (23.75%) Mathematics
4 56 (16.42%) Artificial Intelligence
5 51 (14.96%) Mobile App
6 48 (14.08%) Statistics
7 42 (12.32%) Computer Science
8 35 (10.26%) Neural Network
9 33 (9.68%) Algorithms
10 21 (6.16%) Blockchain
11 17 (4.99%) Credit Risk
11 17 (4.99%) Enterprise Software
12 16 (4.69%) Fintech
12 16 (4.69%) Management Information System
13 15 (4.40%) Physics
14 11 (3.23%) Data Integration
14 11 (3.23%) Taxonomies
15 10 (2.93%) Data Structures
16 9 (2.64%) Economics
17 8 (2.35%) PMI
Operating Systems
1 32 (9.38%) Android
1 32 (9.38%) Apple iOS
2 31 (9.09%) Linux
2 31 (9.09%) Windows
3 5 (1.47%) Unix
4 2 (0.59%) Mac OS X
4 2 (0.59%) Windows 7
4 2 (0.59%) Windows 8
4 2 (0.59%) Windows Server
4 2 (0.59%) Windows Server 2012
Processes & Methodologies
1 341 (100.00%) Analytics
2 143 (41.94%) Machine Learning
3 128 (37.54%) Agile Software Development
3 128 (37.54%) Business Intelligence
4 64 (18.77%) Scrum
5 60 (17.60%) Software Engineering
6 58 (17.01%) Data Analytics
7 55 (16.13%) Data Modelling
8 50 (14.66%) ETL
9 48 (14.08%) SOA
10 45 (13.20%) Data Visualisation
11 43 (12.61%) TDD
12 41 (12.02%) Data Management
12 41 (12.02%) Predictive Modelling
13 38 (11.14%) Continuous Integration
13 38 (11.14%) Functional Testing
14 33 (9.68%) Dependency Injection
14 33 (9.68%) Software Delivery
14 33 (9.68%) Stakeholder Management
15 32 (9.38%) Presales
Programming Languages
1 169 (49.56%) SQL
2 131 (38.42%) Python
3 111 (32.55%) Java
4 90 (26.39%) R
5 48 (14.08%) C#
6 47 (13.78%) Scala
7 37 (10.85%) Clojure
8 28 (8.21%) JavaScript
9 22 (6.45%) PHP
10 21 (6.16%) C++
11 19 (5.57%) PL/SQL
12 15 (4.40%) C
13 14 (4.11%) Ruby
14 13 (3.81%) MATLAB
14 13 (3.81%) T-SQL
15 8 (2.35%) Perl
16 5 (1.47%) VBA
17 3 (0.88%) Julia
18 2 (0.59%) VB.NET
19 1 (0.29%) SPARQL
Qualifications
1 87 (25.51%) Degree
2 34 (9.97%) PhD
3 26 (7.62%) Security Cleared
4 20 (5.87%) BC Cleared
5 15 (4.40%) Microsoft Certification
6 10 (2.93%) PMI Certification
6 10 (2.93%) PMP
7 6 (1.76%) SC Cleared
8 2 (0.59%) CITP
8 2 (0.59%) PRINCE2 Certification
9 1 (0.29%) CIMA
9 1 (0.29%) ISEB
9 1 (0.29%) ISTQB
9 1 (0.29%) MBA
9 1 (0.29%) Postgraduate
Quality Assurance & Compliance
1 21 (6.16%) GCP
2 14 (4.11%) Data Quality
3 8 (2.35%) QA
4 5 (1.47%) IAS 39
5 2 (0.59%) ISO 9001
6 1 (0.29%) SLA
6 1 (0.29%) SNOMED CT
System Software
1 7 (2.05%) Virtual Machines
2 6 (1.76%) Docker
3 2 (0.59%) VMware Infrastructure
4 1 (0.29%) Apache Flume
Systems Management
1 1 (0.29%) Hadoop YARN
1 1 (0.29%) Puppet
Vendors
1 81 (23.75%) Oracle
2 59 (17.30%) Microsoft
3 48 (14.08%) Tableau
4 36 (10.56%) Facebook
5 34 (9.97%) Twitter
6 17 (4.99%) SAP
7 12 (3.52%) IBM
8 8 (2.35%) Alteryx
8 8 (2.35%) Informatica
8 8 (2.35%) TOWER Software
9 7 (2.05%) MicroStrategy
10 6 (1.76%) Google
10 6 (1.76%) Hyperion
11 5 (1.47%) Ab Initio
11 5 (1.47%) Mapinfo
12 4 (1.17%) Teradata
13 3 (0.88%) Atlassian
13 3 (0.88%) Sybase
14 2 (0.59%) Cognos
14 2 (0.59%) MapR
Bristol, Avon
Ability Resourcing
Salary: £50000 - £62000 per annum + Options (Early Stage)
Posted: 5 hours ago
London
Computer Futures
Salary: £100000 - £135000 per annum + Double OTE
Posted: 3 days ago
Reading
Computer Futures
Salary: £120000 - £130000 per annum + Double OTE
Posted: 5 days ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: 3 days ago
South West London
Revolution Technology
Salary: From £50,000 to £75,000 per annum
Posted: 4 days ago
London
onezeero.
Salary: £75000 - £100000 per annum + Bonus & Bens
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000.00 per annum + benefits
Posted: 4 days ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 4 days ago
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 5 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 4 days ago
London
Colston Consulting
Salary: £45000 - £55000 per annum
Posted: 5 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 4 days ago
Surrey
Computer Futures
Salary: £80000 - £90000 per annum + competitive
Posted: 13 days ago
Oxfordshire
Opal Tree Solutions
Posted: 11 days ago
Manchester
Opal Tree Solutions
Posted: 11 days ago
Surrey
Computer Futures
Salary: £85000 - £90000 per annum + Double OTE
Posted: 18 days ago
Oxford
Edward Carter Solutions
Salary: Up to £35000 + £3k Car allowance + £3k Bonus.
Posted: 17 days ago
London
Client Server
Salary: £90,000 - £120,000+ per year
Posted: 13 days ago
Surrey
Mint
Salary: £55000 - £65000 per annum + Bonus
Posted: 25 days ago
London
Lawrence Harvey
Salary: £60000 - £75000 per annum + bonus, flex benefits
Posted: 23 days ago