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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Predictive Analytics
UK / England
Rank 677 690 832
Rank change year-on-year
+13 +142
Permanent jobs citing Predictive Analytics 136 209 91
As % of all permanent IT jobs located in England 0.17% 0.22% 0.093%
As % of the Processes & Methodologies category 0.20% 0.26% 0.11%
Number of salaries quoted 112 194 83
Median salary £57,500 £60,000 £55,000
Median salary % change year-on-year
-4.16% +9.09%
90% offered a salary of more than £40,000 £42,500 £40,000
10% offered a salary of more than £82,434 £90,000 £85,000
UK excluding London median salary £55,000 £55,000 £55,000

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
69738 81869 84614
As % of all permanent IT jobs located in England 88.16% 87.70% 86.05%
Number of salaries quoted 57894 68873 70362
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 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 20 January 2017.

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 20 January 2017. 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 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 +30 85 £65,000 -10.34% 8
South East +31 15 £63,750 +24.39% 3
South West -3 15 £82,434 +43.36%
North West -8 8 £37,500 +25.00%
East Midlands - 8 £37,500 -
East of England +24 3 £55,000 +18.79% 1
Yorkshire - 2 £37,500 -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 20 January 2017, 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.

1 299 (100.00%) Analytics
2 207 (69.23%) Big Data
3 171 (57.19%) Business Intelligence
4 131 (43.81%) Machine Learning
5 110 (36.79%) Python
6 109 (36.45%) SQL
7 90 (30.10%) R
8 85 (28.43%) Data Warehouse
9 84 (28.09%) Agile Software Development
10 79 (26.42%) Visualisation
11 73 (24.41%) Analytical Skills
11 73 (24.41%) ETL
11 73 (24.41%) C#
12 72 (24.08%) Microsoft Azure
13 70 (23.41%) Java
14 65 (21.74%) Degree
15 64 (21.40%) Tableau
16 61 (20.40%) Finance
17 58 (19.40%) Performance Management
18 57 (19.06%) Hadoop
18 57 (19.06%) Power BI
19 56 (18.73%) SQL Server
20 55 (18.39%) Microsoft
21 54 (18.06%) Data Visualisation
22 53 (17.73%) Retail
23 50 (16.72%) Oracle
23 50 (16.72%) Data Analytics
24 49 (16.39%) SQL Server Integration Services
25 48 (16.05%) SQL Server Reporting Services
25 48 (16.05%) Data Modelling

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 42 (14.05%) Apache Spark
1 42 (14.05%) SAS
2 23 (7.69%) Apache
3 18 (6.02%) SharePoint
4 11 (3.68%) Apache Pig
5 8 (2.68%) ArcGIS
5 8 (2.68%) BizTalk Server
6 3 (1.00%) Apache Solr
7 2 (0.67%) Confluence
7 2 (0.67%) Elasticsearch
7 2 (0.67%) JBoss
7 2 (0.67%) OpenStack
8 1 (0.33%) Oracle SOA Suite
Applications
1 38 (12.71%) MS Excel
1 38 (12.71%) SPSS
2 17 (5.69%) MS PowerPoint
3 4 (1.34%) MS Office
Business Applications
1 9 (3.01%) Hyperion Enterprise
2 8 (2.68%) SAP CRM
3 4 (1.34%) HFM
3 4 (1.34%) Hyperion Planning
3 4 (1.34%) Oracle HRMS
3 4 (1.34%) SAP Oil and Gas
4 1 (0.33%) Oracle BPM
Cloud Services
1 72 (24.08%) Microsoft Azure
2 27 (9.03%) Amazon AWS
2 27 (9.03%) PaaS
3 24 (8.03%) Cloud Computing
4 17 (5.69%) Google Cloud Platform
5 13 (4.35%) IaaS
6 10 (3.34%) Data Lake Analytics
6 10 (3.34%) SaaS
7 7 (2.34%) Azure Machine Learning
8 4 (1.34%) Taleo
9 3 (1.00%) Amazon EC2
9 3 (1.00%) Amazon Kinesis
9 3 (1.00%) Amazon S3
10 1 (0.33%) Adobe Analytics
10 1 (0.33%) Amazon EMR
10 1 (0.33%) Google Analytics
10 1 (0.33%) Office 365
Communications & Networking
1 9 (3.01%) Internet
2 2 (0.67%) ATM
2 2 (0.67%) HTTP
3 1 (0.33%) LAN
3 1 (0.33%) TCP/IP
3 1 (0.33%) WAN
Database & Business Intelligence
1 207 (69.23%) Big Data
2 85 (28.43%) Data Warehouse
3 57 (19.06%) Hadoop
3 57 (19.06%) Power BI
4 56 (18.73%) SQL Server
5 49 (16.39%) SQL Server Integration Services
6 48 (16.05%) SQL Server Reporting Services
7 45 (15.05%) SQL Server Analysis Services
8 39 (13.04%) QlikView
9 37 (12.37%) NoSQL
10 32 (10.70%) Relational Database
11 30 (10.03%) HDInsight
12 27 (9.03%) RDBMS
13 23 (7.69%) Data Mining
14 20 (6.69%) Apache Hive
14 20 (6.69%) SQL Server 2016
15 16 (5.35%) BusinessObjects
16 15 (5.02%) Oracle Database
17 13 (4.35%) Data Lake
18 12 (4.01%) SQL Server 2012
Development Applications
1 13 (4.35%) Visual Studio
2 6 (2.01%) JIRA
3 4 (1.34%) ERwin
4 3 (1.00%) Apache Continuum
4 3 (1.00%) Git (software)
5 2 (0.67%) Jenkins
5 2 (0.67%) Subversion
6 1 (0.33%) SQL Server Management Studio (SSMS)
6 1 (0.33%) Visual Studio Tools for Office
General
1 61 (20.40%) Finance
2 53 (17.73%) Retail
3 35 (11.71%) Marketing
4 27 (9.03%) Banking
5 12 (4.01%) Telecoms
6 8 (2.68%) Games
6 8 (2.68%) Manufacturing
7 7 (2.34%) Investment Banking
8 4 (1.34%) Advertising
8 4 (1.34%) Electronics
9 2 (0.67%) Front Office
9 2 (0.67%) Pharmaceutical
Job Titles
1 64 (21.40%) Consultant
2 47 (15.72%) Data Scientist
3 42 (14.05%) Analyst
4 35 (11.71%) Developer
5 31 (10.37%) Architect
6 28 (9.36%) Analytics Consultant
7 26 (8.70%) Business Intelligence Consultant
8 22 (7.36%) Analytics Manager
8 22 (7.36%) Software Engineer
9 21 (7.02%) Data Architect
10 20 (6.69%) Business Consultant
10 20 (6.69%) Senior Software Engineer
11 16 (5.35%) Business Intelligence Analyst
12 15 (5.02%) Microsoft Developer
13 14 (4.68%) Business Intelligence Developer
14 13 (4.35%) Data Consultant
15 12 (4.01%) Data Analytics Consultant
15 12 (4.01%) Microsoft BI Developer
15 12 (4.01%) Senior Data Scientist
16 11 (3.68%) Data Manager
Libraries, Frameworks & Software Standards
1 43 (14.38%) .NET
2 19 (6.35%) CSS
2 19 (6.35%) HTML
3 15 (5.02%) Apache Flex
4 14 (4.68%) REST
5 13 (4.35%) JDBC
6 12 (4.01%) Hibernate
6 12 (4.01%) Spring
6 12 (4.01%) Struts
7 8 (2.68%) Natural Language Processing
8 7 (2.34%) Web Services
9 6 (2.01%) D3.js
10 5 (1.67%) RESTful
11 4 (1.34%) ASP.NET
11 4 (1.34%) ASP.NET MVC
11 4 (1.34%) ASP.NET MVC 4
11 4 (1.34%) Flask
11 4 (1.34%) WPF
12 3 (1.00%) MDX
12 3 (1.00%) XML
Miscellaneous
1 79 (26.42%) Visualisation
2 73 (24.41%) Analytical Skills
3 38 (12.71%) Algorithms
3 38 (12.71%) Computer Science
4 37 (12.37%) Mathematics
5 25 (8.36%) Credit Risk
6 22 (7.36%) Enterprise Software
6 22 (7.36%) Statistics
7 19 (6.35%) Physics
8 17 (5.69%) Management Information System
9 16 (5.35%) Blockchain
10 11 (3.68%) Informatics
10 11 (3.68%) Mobile App
10 11 (3.68%) NHS
11 10 (3.34%) Neural Network
11 10 (3.34%) User Experience
12 9 (3.01%) Artificial Intelligence
13 8 (2.68%) Internet of Things
13 8 (2.68%) Taxonomies
14 7 (2.34%) Fintech
Operating Systems
1 25 (8.36%) Linux
2 21 (7.02%) Windows
3 3 (1.00%) Unix
4 1 (0.33%) Android
4 1 (0.33%) Apple iOS
Processes & Methodologies
1 299 (100.00%) Analytics
2 171 (57.19%) Business Intelligence
3 131 (43.81%) Machine Learning
4 84 (28.09%) Agile Software Development
5 73 (24.41%) ETL
6 58 (19.40%) Performance Management
7 54 (18.06%) Data Visualisation
8 50 (16.72%) Data Analytics
9 48 (16.05%) Data Modelling
10 41 (13.71%) Business Analytics
10 41 (13.71%) Software Engineering
11 33 (11.04%) Data Analysis
12 32 (10.70%) Data Management
13 28 (9.36%) Presales
14 25 (8.36%) ITIL
14 25 (8.36%) Stakeholder Management
15 23 (7.69%) Business Development
16 20 (6.69%) Open Source
16 20 (6.69%) Predictive Modelling
17 18 (6.02%) Data Architecture
Programming Languages
1 110 (36.79%) Python
2 109 (36.45%) SQL
3 90 (30.10%) R
4 73 (24.41%) C#
5 70 (23.41%) Java
6 25 (8.36%) JavaScript
7 24 (8.03%) PHP
8 23 (7.69%) Scala
9 22 (7.36%) C++
9 22 (7.36%) MATLAB
10 16 (5.35%) C
11 13 (4.35%) PL/SQL
12 9 (3.01%) T-SQL
13 3 (1.00%) Shell Script
13 3 (1.00%) VBA
14 2 (0.67%) Clojure
14 2 (0.67%) Ruby
14 2 (0.67%) XPath
15 1 (0.33%) Data Analysis Expressions (DAX)
15 1 (0.33%) Go
Qualifications
1 65 (21.74%) Degree
2 21 (7.02%) PhD
3 16 (5.35%) ISEB
4 15 (5.02%) Microsoft Certification
5 13 (4.35%) BC Cleared
5 13 (4.35%) Security Cleared
6 4 (1.34%) MCP
6 4 (1.34%) PMI Certification
6 4 (1.34%) PMP
7 2 (0.67%) ACCA
8 1 (0.33%) CIMA
8 1 (0.33%) MBA
8 1 (0.33%) Postgraduate
Quality Assurance & Compliance
1 20 (6.69%) QA
2 16 (5.35%) Data Quality
2 16 (5.35%) GCP
3 15 (5.02%) SLA
4 8 (2.68%) COBIT
5 2 (0.67%) IAS 39
System Software
1 3 (1.00%) Apache Flume
1 3 (1.00%) HDFS
2 1 (0.33%) Docker
2 1 (0.33%) Virtual Machines
Systems Management
1 3 (1.00%) Ambari
1 3 (1.00%) Oozie
2 2 (0.67%) HP Operations Orchestration
2 2 (0.67%) Opscode Chef
2 2 (0.67%) Puppet
3 1 (0.33%) Ansible
Vendors
1 64 (21.40%) Tableau
2 55 (18.39%) Microsoft
3 50 (16.72%) Oracle
4 22 (7.36%) Hyperion
5 20 (6.69%) SAP
6 9 (3.01%) Alteryx
7 8 (2.68%) Mapinfo
8 6 (2.01%) Netezza
8 6 (2.01%) Teradata
9 5 (1.67%) Google
9 5 (1.67%) MicroStrategy
10 4 (1.34%) Cloudera
10 4 (1.34%) IBM
10 4 (1.34%) Salesforce.com
11 3 (1.00%) GoldenSource
11 3 (1.00%) Hortonworks
11 3 (1.00%) MapR
11 3 (1.00%) Platfora
12 2 (0.67%) Ab Initio
12 2 (0.67%) Perforce
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Salary: £0.00 per annum
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Surrey
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Salary: £40000.00 - £50000.00 per annum + bens
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