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

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 717 749 878
Rank change year-on-year
+32 +129
Permanent jobs citing Predictive Analytics 144 174 83
As % of all permanent IT jobs located in England 0.17% 0.17% 0.078%
As % of the Processes & Methodologies category 0.19% 0.20% 0.091%
Number of salaries quoted 126 142 75
Median salary £53,750 £57,500 £55,000
Median salary % change year-on-year
-6.52% +4.54%
90% offered a salary of more than £42,500 £42,500 £40,000
10% offered a salary of more than £75,000 £90,000 £82,500
UK excluding London median salary £50,000 £52,500 £55,000
% change year-on-year
-4.76% -4.54%
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
75860 87138 91075
As % of all permanent IT jobs located in England 88.10% 87.52% 85.69%
Number of salaries quoted 63064 72784 75492
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £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 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 6 December 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 6 December 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 +66 98 £60,000 -17.24% 5
South East +36 15 £55,000 - 4
East Midlands +8 13 £45,000 -
Yorkshire +27 9 £50,000 +14.28% 1
North West -14 7 £50,000 +42.85% 1
South West -17 2 £61,250 +8.88% 1
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 6 December 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.

1 305 (100.00%) Analytics
2 198 (64.92%) Big Data
3 156 (51.15%) Business Intelligence
4 141 (46.23%) Machine Learning
5 124 (40.66%) SQL
6 109 (35.74%) Python
7 102 (33.44%) Agile Software Development
8 92 (30.16%) Data Warehouse
8 92 (30.16%) R
9 81 (26.56%) Java
10 78 (25.57%) C#
10 78 (25.57%) Analytical Skills
11 77 (25.25%) Microsoft Azure
12 75 (24.59%) Visualisation
13 67 (21.97%) Degree
14 66 (21.64%) Tableau
15 65 (21.31%) SQL Server
16 63 (20.66%) ETL
17 61 (20.00%) Microsoft
18 60 (19.67%) Performance Management
18 60 (19.67%) Power BI
19 59 (19.34%) Hadoop
20 57 (18.69%) Finance
21 55 (18.03%) SQL Server Integration Services
21 55 (18.03%) .NET
21 55 (18.03%) Oracle
22 54 (17.70%) SQL Server Reporting Services
23 50 (16.39%) SQL Server Analysis Services
24 49 (16.07%) Data Visualisation
24 49 (16.07%) Data Analytics

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 45 (14.75%) SAS
2 36 (11.80%) Apache Spark
3 27 (8.85%) SharePoint
4 18 (5.90%) Apache
5 12 (3.93%) Apache Pig
6 8 (2.62%) ArcGIS
7 5 (1.64%) JBoss
8 4 (1.31%) BizTalk Server
8 4 (1.31%) Confluence
9 3 (0.98%) Apache Solr
10 2 (0.66%) Elasticsearch
10 2 (0.66%) Oracle SOA Suite
Applications
1 36 (11.80%) SPSS
2 33 (10.82%) MS Excel
3 15 (4.92%) MS PowerPoint
4 1 (0.33%) Stata
Business Applications
1 8 (2.62%) Hyperion Enterprise
2 4 (1.31%) HFM
2 4 (1.31%) Hyperion Planning
2 4 (1.31%) Oracle HRMS
2 4 (1.31%) SAP CRM
2 4 (1.31%) SAP Oil and Gas
3 1 (0.33%) Cognos TM1
3 1 (0.33%) Oracle BPM
3 1 (0.33%) Relativity
Cloud Services
1 77 (25.25%) Microsoft Azure
2 36 (11.80%) PaaS
3 28 (9.18%) Amazon AWS
4 24 (7.87%) Cloud Computing
5 18 (5.90%) Google Cloud Platform
5 18 (5.90%) IaaS
6 16 (5.25%) Data Lake Analytics
7 12 (3.93%) SaaS
8 11 (3.61%) Azure Machine Learning
9 4 (1.31%) Taleo
10 3 (0.98%) Amazon EC2
10 3 (0.98%) Amazon Kinesis
10 3 (0.98%) Amazon S3
11 1 (0.33%) Adobe Analytics
11 1 (0.33%) Amazon EMR
11 1 (0.33%) Google Analytics
11 1 (0.33%) iPaaS
11 1 (0.33%) Office 365
Communications & Networking
1 8 (2.62%) Internet
2 2 (0.66%) ATM
3 1 (0.33%) DNS
3 1 (0.33%) Firewall
3 1 (0.33%) LAN
3 1 (0.33%) TCP/IP
3 1 (0.33%) WAN
3 1 (0.33%) Wireless
Database & Business Intelligence
1 198 (64.92%) Big Data
2 92 (30.16%) Data Warehouse
3 65 (21.31%) SQL Server
4 60 (19.67%) Power BI
5 59 (19.34%) Hadoop
6 55 (18.03%) SQL Server Integration Services
7 54 (17.70%) SQL Server Reporting Services
8 50 (16.39%) SQL Server Analysis Services
9 40 (13.11%) QlikView
10 37 (12.13%) HDInsight
11 35 (11.48%) NoSQL
12 29 (9.51%) Relational Database
13 24 (7.87%) SQL Server 2016
14 23 (7.54%) Data Mining
15 21 (6.89%) RDBMS
16 20 (6.56%) Apache Hive
17 19 (6.23%) Data Lake
18 16 (5.25%) Neo4j
18 16 (5.25%) Oracle Database
18 16 (5.25%) SQL Server 2012
Development Applications
1 17 (5.57%) Visual Studio
2 13 (4.26%) JIRA
3 7 (2.30%) Visual Studio Tools for Office
4 5 (1.64%) IntelliJ
4 5 (1.64%) JUnit
4 5 (1.64%) Maven
5 3 (0.98%) Apache Continuum
5 3 (0.98%) SQL Server Management Studio (SSMS)
6 2 (0.66%) Cucumber
6 2 (0.66%) Git (software)
6 2 (0.66%) Selenium
6 2 (0.66%) SpecFlow
General
1 57 (18.69%) Finance
2 47 (15.41%) Retail
3 32 (10.49%) Marketing
4 26 (8.52%) Banking
5 12 (3.93%) Telecoms
6 8 (2.62%) Investment Banking
7 7 (2.30%) Advertising
7 7 (2.30%) Games
8 6 (1.97%) Manufacturing
9 4 (1.31%) Electronics
10 3 (0.98%) Legal
11 2 (0.66%) French Language
11 2 (0.66%) Front Office
11 2 (0.66%) Law
11 2 (0.66%) Pharmaceutical
11 2 (0.66%) Publishing
12 1 (0.33%) Automotive
12 1 (0.33%) German Language
12 1 (0.33%) Norwegian Language
12 1 (0.33%) Swedish Language
Job Titles
1 74 (24.26%) Consultant
2 45 (14.75%) Data Scientist
3 40 (13.11%) Analyst
3 40 (13.11%) Developer
4 30 (9.84%) Analytics Consultant
5 29 (9.51%) Software Engineer
6 28 (9.18%) Business Intelligence Consultant
7 27 (8.85%) Architect
8 22 (7.21%) Senior Software Engineer
9 21 (6.89%) Business Consultant
9 21 (6.89%) Data Architect
10 17 (5.57%) Microsoft Consultant
11 16 (5.25%) Analytics Manager
12 15 (4.92%) Business Intelligence Analyst
12 15 (4.92%) Data Consultant
12 15 (4.92%) Microsoft Developer
13 14 (4.59%) Business Intelligence Developer
13 14 (4.59%) Senior Data Scientist
14 13 (4.26%) Data Analytics Consultant
15 12 (3.93%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 55 (18.03%) .NET
2 27 (8.85%) HTML
3 22 (7.21%) CSS
4 21 (6.89%) REST
5 18 (5.90%) Hibernate
5 18 (5.90%) Spring
6 17 (5.57%) Apache Flex
7 15 (4.92%) JDBC
7 15 (4.92%) Natural Language Processing
8 14 (4.59%) D3.js
9 13 (4.26%) Struts
10 12 (3.93%) Web Services
11 8 (2.62%) HTML5
11 8 (2.62%) Kafka
11 8 (2.62%) Leaflet
12 5 (1.64%) ActiveMQ
12 5 (1.64%) JMS
12 5 (1.64%) RabbitMQ
12 5 (1.64%) SOAP
13 4 (1.31%) ASP.NET
Miscellaneous
1 78 (25.57%) Analytical Skills
2 75 (24.59%) Visualisation
3 44 (14.43%) Mathematics
4 41 (13.44%) Computer Science
5 38 (12.46%) Algorithms
6 26 (8.52%) Statistics
7 22 (7.21%) Neural Network
7 22 (7.21%) Physics
8 21 (6.89%) Credit Risk
8 21 (6.89%) Mobile App
9 19 (6.23%) Enterprise Software
10 18 (5.90%) Blockchain
11 17 (5.57%) Artificial Intelligence
12 12 (3.93%) User Experience
13 11 (3.61%) Management Information System
14 10 (3.28%) Fintech
15 9 (2.95%) Taxonomies
16 6 (1.97%) Data Structures
16 6 (1.97%) PMI
17 5 (1.64%) Clustering
Operating Systems
1 26 (8.52%) Linux
2 23 (7.54%) Windows
3 2 (0.66%) Unix
4 1 (0.33%) Android
4 1 (0.33%) Apple iOS
4 1 (0.33%) Mac OS X
4 1 (0.33%) Windows 7
4 1 (0.33%) Windows 8
4 1 (0.33%) Windows Server
4 1 (0.33%) Windows Server 2012
Processes & Methodologies
1 305 (100.00%) Analytics
2 156 (51.15%) Business Intelligence
3 141 (46.23%) Machine Learning
4 102 (33.44%) Agile Software Development
5 63 (20.66%) ETL
6 60 (19.67%) Performance Management
7 49 (16.07%) Data Analytics
7 49 (16.07%) Data Modelling
7 49 (16.07%) Data Visualisation
8 42 (13.77%) Software Engineering
9 40 (13.11%) Business Analytics
10 32 (10.49%) Data Management
11 30 (9.84%) Presales
12 28 (9.18%) Business Development
13 27 (8.85%) Scrum
14 25 (8.20%) Waterfall
15 24 (7.87%) Data Analysis
16 23 (7.54%) Predictive Modelling
17 21 (6.89%) Mobile Application Development
18 20 (6.56%) Open Source
Programming Languages
1 124 (40.66%) SQL
2 109 (35.74%) Python
3 92 (30.16%) R
4 81 (26.56%) Java
5 78 (25.57%) C#
6 32 (10.49%) JavaScript
7 27 (8.85%) C++
8 26 (8.52%) MATLAB
9 24 (7.87%) PHP
10 20 (6.56%) C
11 16 (5.25%) Scala
12 15 (4.92%) PL/SQL
12 15 (4.92%) T-SQL
13 7 (2.30%) Ruby
14 5 (1.64%) Clojure
15 4 (1.31%) VBA
16 3 (0.98%) Perl
17 1 (0.33%) Objective-C
17 1 (0.33%) Shell Script
17 1 (0.33%) VB.NET
Qualifications
1 67 (21.97%) Degree
2 26 (8.52%) PhD
3 15 (4.92%) BC Cleared
3 15 (4.92%) Microsoft Certification
3 15 (4.92%) Security Cleared
4 13 (4.26%) ISEB
5 6 (1.97%) PMI Certification
5 6 (1.97%) PMP
6 1 (0.33%) ACCA
6 1 (0.33%) CIMA
6 1 (0.33%) MBA
6 1 (0.33%) Postgraduate
Quality Assurance & Compliance
1 20 (6.56%) QA
2 18 (5.90%) GCP
3 13 (4.26%) Data Quality
3 13 (4.26%) SLA
4 4 (1.31%) COBIT
5 2 (0.66%) IAS 39
6 1 (0.33%) SNOMED CT
System Software
1 7 (2.30%) Virtual Machines
2 3 (0.98%) Apache Flume
2 3 (0.98%) HDFS
3 2 (0.66%) Docker
4 1 (0.33%) VMware Infrastructure
Systems Management
1 3 (0.98%) Ambari
1 3 (0.98%) Oozie
2 1 (0.33%) Ansible
Vendors
1 66 (21.64%) Tableau
2 61 (20.00%) Microsoft
3 55 (18.03%) Oracle
4 20 (6.56%) Hyperion
5 19 (6.23%) SAP
6 9 (2.95%) Alteryx
7 8 (2.62%) Mapinfo
8 6 (1.97%) MicroStrategy
9 5 (1.64%) Google
10 4 (1.31%) Atlassian
10 4 (1.31%) Cloudera
10 4 (1.31%) IBM
10 4 (1.31%) Netezza
10 4 (1.31%) Salesforce.com
10 4 (1.31%) Teradata
10 4 (1.31%) TOWER Software
11 3 (0.98%) GoldenSource
11 3 (0.98%) Hortonworks
11 3 (0.98%) MapR
11 3 (0.98%) Platfora
Somerset
Parallel Consulting
Salary: £50 per annum
Posted: Yesterday
Leeds
Churchill Frank
Salary: £50000 - £60000 per annum + Benefits
Posted: 4 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 6 days ago
London
Computer Futures
Salary: £120000 - £130000 per annum + competitive
Posted: 13 days ago
Central London
Savvy Recruitment
Salary: £75,000 - £85,000 per year
Posted: 6 days ago
Warrington
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 18 days ago
Crawley, West Sussex
Sanderson
Salary: £60000 - £70000 per annum + car allowance
Posted: 7 days ago
Reading, Berkshire
CGI
Salary: £40000 - £50000 per annum
Posted: 15 days ago
Guildford
Computer Futures
Salary: £85000 - £90000 per annum + competitive
Posted: 11 days ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Competitive
Posted: 20 days ago
East London
Charles Taylor plc
Salary: Market related
Posted: 22 days ago
City, London
Martin & Conley
Salary: From £120,000 to £130,000 per annum
Posted: 26 days ago