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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 743 816 926
Rank change year-on-year
+73 +110
Permanent jobs citing Predictive Analytics 165 154 59
As % of all permanent IT jobs located in the UK 0.17% 0.14% 0.051%
As % of the Processes & Methodologies category 0.19% 0.16% 0.059%
Number of salaries quoted 136 115 41
Median salary £60,000 £50,000 £75,000
Median salary % change year-on-year
+20.00% -33.33%
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%

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
86158 96187 99407
As % of all permanent IT jobs located in the UK 87.79% 87.24% 85.39%
Number of salaries quoted 71934 78625 80209
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
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

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 July 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 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
England +64 149 £60,000 +20.00% 13
London +35 101 £65,000 +23.80% 6
West Midlands +20 19 £60,000 +4.34%
Warwickshire - 16 £60,000 -
Warwick - 16 £60,000 -
South East +12 14 £50,000 +17.64% 4
City of London +53 13 £65,000 +23.80% 1
Yorkshire +41 8 £40,000 -
Surrey +32 5 £47,500 +40.74% 2
Leeds +31 4 £42,500 -
West Yorkshire +21 4 £42,500 -
Belfast - 4 £40,000 -
Oxfordshire - 4 £50,000 -
County Antrim - 4 £40,000 -
Northern Ireland - 4 £40,000 -
East of England +39 3 - - 2
Hampshire -13 3 £74,250 +85.62%
Cambridge - 3 - - 2
Portsmouth - 3 £74,250 -
Cambridgeshire - 3 - - 2
Nottingham +17 2 £50,000 - 1
Nottinghamshire +9 2 £50,000 - 1
East Midlands +7 2 £50,000 - 1
Staffordshire +1 2 £25,000 -54.54%
South West - 2 £77,500 -
North Yorkshire - 2 £25,000 -
South Yorkshire - 2 £43,250 -
Oxford - 2 £47,500 -
Rotherham - 2 £43,250 -
Stoke-on-Trent - 2 £25,000 -

Predictive Analytics
Top 30 Related IT Skills

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

1 332 (100.00%) Analytics
2 184 (55.42%) Big Data
3 171 (51.51%) SQL
4 131 (39.46%) Python
5 124 (37.35%) Machine Learning
6 120 (36.14%) Agile Software Development
7 115 (34.64%) Java
8 109 (32.83%) Degree
9 108 (32.53%) Hadoop
10 106 (31.93%) Business Intelligence
11 92 (27.71%) Mathematics
12 85 (25.60%) R
13 79 (23.80%) Finance
14 78 (23.49%) Apache Spark
15 77 (23.19%) Oracle
16 76 (22.89%) Analytical Skills
17 75 (22.59%) Data Warehouse
17 75 (22.59%) Visualisation
18 74 (22.29%) Scrum
19 73 (21.99%) NoSQL
20 66 (19.88%) Microsoft
21 65 (19.58%) Scala
22 64 (19.28%) SQL Server Integration Services
22 64 (19.28%) SQL Server
23 63 (18.98%) SQL Server Reporting Services
23 63 (18.98%) Mobile App
24 62 (18.67%) MongoDB
25 61 (18.37%) Software Engineering
25 61 (18.37%) Retail
25 61 (18.37%) MySQL

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 78 (23.49%) Apache Spark
2 56 (16.87%) SAS
3 45 (13.55%) JBoss
4 41 (12.35%) GlassFish
4 41 (12.35%) WildFly
5 29 (8.73%) SharePoint
6 20 (6.02%) Apache Pig
7 5 (1.51%) Apache
7 5 (1.51%) Elasticsearch
7 5 (1.51%) SharePoint 2013
8 4 (1.20%) Oracle SOA Suite
9 3 (0.90%) Apache Solr
9 3 (0.90%) Confluence
10 1 (0.30%) CMS
10 1 (0.30%) DNN
10 1 (0.30%) NetWeaver
10 1 (0.30%) NServiceBus
Applications
1 25 (7.53%) MS Excel
2 14 (4.22%) SPSS
3 6 (1.81%) MS PowerPoint
4 5 (1.51%) MS Office
5 3 (0.90%) Stata
5 3 (0.90%) Weka
6 2 (0.60%) S-PLUS
Business Applications
1 3 (0.90%) Oracle BPM
2 1 (0.30%) Cognos TM1
2 1 (0.30%) Dynamics AX
2 1 (0.30%) Relativity
2 1 (0.30%) SAP BPC
Cloud Services
1 52 (15.66%) Microsoft Azure
2 24 (7.23%) PaaS
3 23 (6.93%) Amazon AWS
4 11 (3.31%) Cloud Computing
5 10 (3.01%) Azure Machine Learning
5 10 (3.01%) IaaS
6 6 (1.81%) Data Lake Analytics
6 6 (1.81%) SaaS
7 2 (0.60%) GitHub
8 1 (0.30%) Amazon EMR
8 1 (0.30%) Google Cloud Platform
8 1 (0.30%) iPaaS
Communications & Networking
1 7 (2.11%) Internet
2 2 (0.60%) DNS
2 2 (0.60%) Firewall
2 2 (0.60%) SSL
2 2 (0.60%) WebEx
2 2 (0.60%) Wireless
3 1 (0.30%) FTP
3 1 (0.30%) GPRS
3 1 (0.30%) GSM
3 1 (0.30%) SMTP
Database & Business Intelligence
1 184 (55.42%) Big Data
2 108 (32.53%) Hadoop
3 75 (22.59%) Data Warehouse
4 73 (21.99%) NoSQL
5 64 (19.28%) SQL Server
5 64 (19.28%) SQL Server Integration Services
6 63 (18.98%) SQL Server Reporting Services
7 62 (18.67%) MongoDB
8 61 (18.37%) MySQL
9 58 (17.47%) Apache Cassandra
10 49 (14.76%) Data Mining
11 48 (14.46%) PostgreSQL
12 47 (14.16%) Power BI
13 46 (13.86%) SQL Server Analysis Services
14 30 (9.04%) QlikView
15 28 (8.43%) Apache Hive
15 28 (8.43%) HDInsight
15 28 (8.43%) Relational Database
16 22 (6.63%) SQL Server 2014
17 15 (4.52%) Microsoft Analysis Services
Development Applications
1 47 (14.16%) JUnit
2 43 (12.95%) Jenkins
3 42 (12.65%) Hudson
4 41 (12.35%) JBehave
5 9 (2.71%) JIRA
6 7 (2.11%) Visual Studio
7 6 (1.81%) IntelliJ
7 6 (1.81%) Maven
7 6 (1.81%) Visual Studio Tools for Office
8 3 (0.90%) Cucumber
8 3 (0.90%) Selenium
8 3 (0.90%) SpecFlow
8 3 (0.90%) SQL Server Management Studio (SSMS)
9 2 (0.60%) Oracle Forms
9 2 (0.60%) ProC
9 2 (0.60%) Subversion
10 1 (0.30%) Git (software)
10 1 (0.30%) Ranorex
10 1 (0.30%) TeamCity
10 1 (0.30%) VSS/SourceSafe
General
1 79 (23.80%) Finance
2 61 (18.37%) Retail
3 27 (8.13%) Marketing
4 15 (4.52%) Banking
5 13 (3.92%) Billing
6 11 (3.31%) Telecoms
7 6 (1.81%) Games
7 6 (1.81%) Law
7 6 (1.81%) Legal
8 4 (1.20%) Advertising
8 4 (1.20%) Automotive
8 4 (1.20%) Pharmaceutical
9 3 (0.90%) French Language
10 2 (0.60%) Aerospace
11 1 (0.30%) Danish Language
11 1 (0.30%) German Language
11 1 (0.30%) Investment Banking
11 1 (0.30%) Manufacturing
11 1 (0.30%) Norwegian Language
11 1 (0.30%) Swedish Language
Job Titles
1 70 (21.08%) Developer
2 49 (14.76%) Consultant
2 49 (14.76%) Java Developer
3 48 (14.46%) Senior Developer
4 46 (13.86%) Data Scientist
5 42 (12.65%) Analyst
5 42 (12.65%) Senior Java Developer
6 31 (9.34%) Architect
7 29 (8.73%) Microsoft Consultant
8 24 (7.23%) Business Intelligence Consultant
9 23 (6.93%) Microsoft BI Consultant
10 21 (6.33%) Data Architect
11 20 (6.02%) Business Consultant
12 16 (4.82%) Senior Manager
13 13 (3.92%) Data Engineer
14 12 (3.61%) Senior Analyst
14 12 (3.61%) Software Engineer
15 11 (3.31%) Senior Consultant
16 10 (3.01%) Business Manager
16 10 (3.01%) Data Consultant
Libraries, Frameworks & Software Standards
1 54 (16.27%) Hibernate
1 54 (16.27%) Spring
2 51 (15.36%) .NET
3 45 (13.55%) JMS
4 41 (12.35%) HornetQ
4 41 (12.35%) Java EE
4 41 (12.35%) JAX-RS
4 41 (12.35%) JPA
4 41 (12.35%) RESTEasy
4 41 (12.35%) RESTful
5 28 (8.43%) Natural Language Processing
6 25 (7.53%) D3.js
7 20 (6.02%) REST
8 16 (4.82%) HTML
9 12 (3.61%) Kafka
9 12 (3.61%) MDX
10 11 (3.31%) Apache Flex
11 10 (3.01%) CSS
11 10 (3.01%) Web Services
12 9 (2.71%) HTML5
Miscellaneous
1 92 (27.71%) Mathematics
2 76 (22.89%) Analytical Skills
3 75 (22.59%) Visualisation
4 63 (18.98%) Mobile App
5 60 (18.07%) Artificial Intelligence
6 51 (15.36%) Computer Science
6 51 (15.36%) Statistics
7 42 (12.65%) Algorithms
8 39 (11.75%) Neural Network
9 21 (6.33%) Fintech
10 15 (4.52%) Management Information System
11 14 (4.22%) Physics
12 13 (3.92%) Data Integration
13 12 (3.61%) Credit Risk
14 11 (3.31%) Blockchain
14 11 (3.31%) Economics
14 11 (3.31%) Smart Meter
15 10 (3.01%) Data Structures
16 8 (2.41%) Handset
17 7 (2.11%) PMI
Operating Systems
1 42 (12.65%) Android
2 41 (12.35%) Apple iOS
3 23 (6.93%) Linux
4 19 (5.72%) Windows
5 6 (1.81%) Unix
6 2 (0.60%) Mac OS X
6 2 (0.60%) Windows 7
6 2 (0.60%) Windows 8
6 2 (0.60%) Windows Server
6 2 (0.60%) Windows Server 2012
7 1 (0.30%) Windows Mobile
Processes & Methodologies
1 332 (100.00%) Analytics
2 124 (37.35%) Machine Learning
3 120 (36.14%) Agile Software Development
4 106 (31.93%) Business Intelligence
5 74 (22.29%) Scrum
6 61 (18.37%) Software Engineering
7 55 (16.57%) SOA
8 53 (15.96%) TDD
9 50 (15.06%) Data Analytics
10 47 (14.16%) Continuous Integration
10 47 (14.16%) Functional Testing
11 45 (13.55%) ETL
12 42 (12.65%) Dependency Injection
12 42 (12.65%) Software Delivery
13 41 (12.35%) Data Modelling
13 41 (12.35%) DSDM
13 41 (12.35%) Kanban
13 41 (12.35%) Unit Testing
14 34 (10.24%) Data Management
15 32 (9.64%) Data Visualisation
Programming Languages
1 171 (51.51%) SQL
2 131 (39.46%) Python
3 115 (34.64%) Java
4 85 (25.60%) R
5 65 (19.58%) Scala
6 45 (13.55%) Clojure
7 42 (12.65%) C#
8 25 (7.53%) JavaScript
9 23 (6.93%) MATLAB
10 21 (6.33%) C
11 20 (6.02%) C++
12 16 (4.82%) T-SQL
13 13 (3.92%) Ruby
14 11 (3.31%) PHP
15 10 (3.01%) Perl
16 8 (2.41%) PL/SQL
17 7 (2.11%) VB.NET
17 7 (2.11%) VBA
18 3 (0.90%) Julia
18 3 (0.90%) SPARQL
Qualifications
1 109 (32.83%) Degree
2 31 (9.34%) PhD
3 18 (5.42%) Security Cleared
4 14 (4.22%) Microsoft Certification
5 11 (3.31%) BC Cleared
5 11 (3.31%) PMI Certification
5 11 (3.31%) PMP
6 7 (2.11%) SC Cleared
7 6 (1.81%) CITP
8 4 (1.20%) PRINCE2 Certification
9 1 (0.30%) CIMA
9 1 (0.30%) ISTQB
9 1 (0.30%) MBA
Quality Assurance & Compliance
1 13 (3.92%) Data Quality
2 11 (3.31%) GCP
3 10 (3.01%) ISO 9001
4 8 (2.41%) QA
5 5 (1.51%) IAS 39
5 5 (1.51%) ISO/IEC 20000
6 3 (0.90%) SLA
7 1 (0.30%) SNOMED CT
7 1 (0.30%) TickIT
System Software
1 6 (1.81%) Docker
1 6 (1.81%) Virtual Machines
2 2 (0.60%) VMware Infrastructure
3 1 (0.30%) Apache Flume
Systems Management
1 3 (0.90%) Hadoop YARN
2 2 (0.60%) Puppet
Vendors
1 77 (23.19%) Oracle
2 66 (19.88%) Microsoft
3 48 (14.46%) Tableau
4 45 (13.55%) Facebook
5 43 (12.95%) Twitter
6 13 (3.92%) SAP
7 12 (3.61%) MicroStrategy
8 9 (2.71%) Informatica
8 9 (2.71%) Teradata
9 8 (2.41%) IBM
9 8 (2.41%) TOWER Software
10 6 (1.81%) Hyperion
11 5 (1.51%) Ab Initio
11 5 (1.51%) Google
12 3 (0.90%) Alteryx
12 3 (0.90%) Atlassian
12 3 (0.90%) Sybase
13 2 (0.60%) Cognos
13 2 (0.60%) HP
13 2 (0.60%) Siebel
London
Computer Futures
Salary: £90000 - £100000 per annum + Double OTE
Posted: 3 hours ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £35000.00 - £45000.00 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Hiring People
Salary: £40k per year
Posted: 4 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 2 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive
Posted: 4 days ago
Bracknell
Computer Futures
Salary: £60000 - £65000 per annum + Double OTE
Posted: 14 days ago
Nottingham
EMBS
Salary: £45k - 55k per year + fantastic benefits
Posted: 18 days ago
Surrey
Mint
Salary: £60000 - £80000 per annum + Bonus
Posted: 18 days ago
High Wycombe, Buckinghamshire
Johnson and Johnson
Salary: Highly competitive salary, bonus and flexible benefits
Posted: 12 days ago
Surrey
Mint
Salary: £50000 - £60000 per annum + Bonus
Posted: 20 days ago
London
PwC
Salary: Market related
Posted: 20 days ago
London
Resource Partners Ltd
Salary: full benefits
Posted: 26 days ago