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 average salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 28 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Jul 2015
Same period 2014 Same period 2013
Predictive Analytics
Rank 711 843 778
Rank change year-on-year
+132 -65
Permanent jobs citing Predictive Analytics 148 58 95
As % of all permanent IT jobs located in England 0.14% 0.053% 0.093%
As % of the Processes & Methodologies category 0.17% 0.064% 0.12%
Number of salaries quoted 118 40 81
Average salary £50,000 £77,500 £46,500
Average salary % change year-on-year
-35.48% +66.66%
90% offered a salary of more than £35,000 £35,000 £42,500
10% offered a salary of more than £80,000 £87,500 £61,350
UK excluding London average salary £42,500 £45,000 £46,500
% change year-on-year
-5.55% -3.22%
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
86870 91057 82564
As % of all permanent IT jobs located in England 84.76% 82.78% 81.02%
Number of salaries quoted 71897 74104 68287
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £73,150
UK excluding London average salary £44,500 £42,500 £41,000
% change year-on-year
+4.70% +3.65%

Predictive Analytics
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Predictive Analytics across the England region as a proportion of the total demand within 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 28 July 2015.

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 average salaries quoted in IT jobs citing Predictive Analytics within the England region over the 3 months to 28 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +68 102 £55,000 -33.33% 10
South East +63 36 £42,500 -2.85% 1
East Midlands +3 3 £32,500 - 1
West Midlands - 2 £57,500 - 2
East of England - 2 - -
North West - 2 £35,750 - 2
Yorkshire -1 1 - - 1
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 28 July 2015, IT jobs across the England region citing Predictive Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Analytics.

1 332 (100.00%) Analytics
2 149 (44.88%) Business Intelligence
3 142 (42.77%) SQL
4 132 (39.76%) Degree
5 130 (39.16%) Analytical Skills
6 119 (35.84%) R
7 115 (34.64%) Big Data
8 106 (31.93%) Finance
9 102 (30.72%) SAS
10 99 (29.82%) Visualisation
11 89 (26.81%) Statistics
12 88 (26.51%) Marketing
13 84 (25.30%) Computer Science
14 71 (21.39%) Data Mining
15 70 (21.08%) Python
15 70 (21.08%) Oracle
16 69 (20.78%) Data Warehouse
16 69 (20.78%) SPSS
17 68 (20.48%) Tableau
18 64 (19.28%) Mathematics
18 64 (19.28%) Project Management
19 59 (17.77%) QlikView
20 55 (16.57%) SQL Server
21 54 (16.27%) Microsoft
22 53 (15.96%) Agile Software Development
23 52 (15.66%) Information Management
23 52 (15.66%) Machine Learning
24 51 (15.36%) Data Modelling
25 50 (15.06%) Predictive Modelling
26 48 (14.46%) Algorithms

Predictive Analytics
Top Related IT Skills in England by Category

For the 6 months to 28 July 2015, IT jobs across the England region citing Predictive Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Predictive Analytics. Up to 20 skills are shown per category.

Application Platforms
1 102 (30.72%) SAS
2 11 (3.31%) Apache Pig
3 10 (3.01%) SharePoint
3 10 (3.01%) Apache Spark
4 6 (1.81%) Node.js
5 5 (1.51%) WebLogic
5 5 (1.51%) WebSphere
6 4 (1.20%) Elasticsearch
7 1 (0.30%) ArcGIS
7 1 (0.30%) Apache
7 1 (0.30%) Tomcat
Applications
1 69 (20.78%) SPSS
2 19 (5.72%) MS PowerPoint
3 16 (4.82%) MS Excel
4 7 (2.11%) PowerPivot
4 7 (2.11%) MS Office
5 3 (0.90%) GNU Octave
5 3 (0.90%) MS Project
6 1 (0.30%) Weka
6 1 (0.30%) Adobe After Effects
Business Applications
1 8 (2.41%) Oracle Financials
2 4 (1.20%) SAP InfiniteInsight
2 4 (1.20%) RiskWrite
3 3 (0.90%) SAP CRM
3 3 (0.90%) SAP MDM
4 2 (0.60%) Cognos TM1
4 2 (0.60%) Unica
4 2 (0.60%) Dynamics CRM
5 1 (0.30%) Oracle HRMS
Cloud Services
1 15 (4.52%) Microsoft Azure
2 10 (3.01%) Amazon AWS
3 5 (1.51%) SaaS
4 2 (0.60%) Google Analytics
Communications & Networking
1 8 (2.41%) Internet
2 5 (1.51%) CTI
3 1 (0.30%) WebEx
3 1 (0.30%) HTTP
Database & Business Intelligence
1 115 (34.64%) Big Data
2 71 (21.39%) Data Mining
3 69 (20.78%) Data Warehouse
4 59 (17.77%) QlikView
5 55 (16.57%) SQL Server
6 42 (12.65%) Hadoop
7 32 (9.64%) NoSQL
8 31 (9.34%) SQL Server Reporting Services
9 29 (8.73%) SQL Server Analysis Services
10 28 (8.43%) SQL Server Integration Services
11 25 (7.53%) Text Mining
12 20 (6.02%) Relational Database
12 20 (6.02%) Apache Hive
13 18 (5.42%) OLAP
14 15 (4.52%) MongoDB
14 15 (4.52%) HDInsight
14 15 (4.52%) BusinessObjects
15 13 (3.92%) Base SAS
15 13 (3.92%) MySQL
16 12 (3.61%) SAS Enterprise Miner
Development Applications
1 3 (0.90%) Visual Studio
2 2 (0.60%) NUnit
2 2 (0.60%) JUnit
2 2 (0.60%) HP UFT
2 2 (0.60%) Jenkins
2 2 (0.60%) Selenium
2 2 (0.60%) SoapUI
3 1 (0.30%) Team Foundation Server
3 1 (0.30%) SQL Server Management Studio (SSMS)
3 1 (0.30%) ERwin
General
1 106 (31.93%) Finance
2 88 (26.51%) Marketing
3 41 (12.35%) Retail
4 37 (11.14%) Banking
5 32 (9.64%) Legal
6 23 (6.93%) Back Office
7 15 (4.52%) Telecoms
8 9 (2.71%) Retail Banking
9 8 (2.41%) Financial Institution
10 5 (1.51%) Games
10 5 (1.51%) Investment Banking
11 4 (1.20%) Multimedia
11 4 (1.20%) French Language
11 4 (1.20%) German Language
12 3 (0.90%) Manufacturing
12 3 (0.90%) Advertising
13 2 (0.60%) Front Office
13 2 (0.60%) Pharmaceutical
Job Titles
1 75 (22.59%) Data Scientist
2 68 (20.48%) Consultant
3 45 (13.55%) Analyst
4 30 (9.04%) Developer
4 30 (9.04%) Business Intelligence Consultant
5 20 (6.02%) Business Intelligence Developer
6 19 (5.72%) Business Manager
7 18 (5.42%) Data Manager
7 18 (5.42%) Sales Executive
8 16 (4.82%) Business Intelligence Manager
9 15 (4.52%) Business Developer
10 14 (4.22%) Senior Manager
11 13 (3.92%) Business Consultant
12 12 (3.61%) Data Analytics Manager
13 11 (3.31%) Data Analyst
13 11 (3.31%) Senior Analyst
14 10 (3.01%) Microsoft Consultant
14 10 (3.01%) Microsoft BI Consultant
15 9 (2.71%) Management Consultant
15 9 (2.71%) Senior Sales Executive
Libraries, Frameworks & Software Standards
1 20 (6.02%) .NET
2 17 (5.12%) Web Services
3 12 (3.61%) HTML
4 10 (3.01%) Pandas
5 8 (2.41%) ASP.NET
5 8 (2.41%) D3.js
6 7 (2.11%) RHadoop
6 7 (2.11%) MLlib
7 5 (1.51%) NumPy
7 5 (1.51%) Akka
7 5 (1.51%) Middleware
7 5 (1.51%) J2EE
7 5 (1.51%) CSS
7 5 (1.51%) JSP
8 4 (1.20%) MDX
8 4 (1.20%) FpML
8 4 (1.20%) scikit-learn
8 4 (1.20%) jQuery
9 3 (0.90%) HTML5
9 3 (0.90%) AngularJS
Miscellaneous
1 130 (39.16%) Analytical Skills
2 99 (29.82%) Visualisation
3 89 (26.81%) Statistics
4 84 (25.30%) Computer Science
5 64 (19.28%) Mathematics
6 48 (14.46%) Algorithms
7 35 (10.54%) Management Information System
8 28 (8.43%) Data Integration
8 28 (8.43%) Economics
9 25 (7.53%) Artificial Intelligence
10 21 (6.33%) Neural Network
11 19 (5.72%) IVR
12 16 (4.82%) Cybercrime
12 16 (4.82%) Enterprise Software
12 16 (4.82%) Social Network
13 14 (4.22%) Credit Risk
13 14 (4.22%) Applied Mathematics
14 13 (3.92%) Life Science
15 11 (3.31%) Mobile App
16 10 (3.01%) Physics
Operating Systems
1 10 (3.01%) Linux
2 4 (1.20%) UNIX
Processes & Methodologies
1 332 (100.00%) Analytics
2 149 (44.88%) Business Intelligence
3 64 (19.28%) Project Management
4 53 (15.96%) Agile Software Development
5 52 (15.66%) Information Management
5 52 (15.66%) Machine Learning
6 51 (15.36%) Data Modelling
7 50 (15.06%) Predictive Modelling
8 45 (13.55%) Stakeholder Management
9 44 (13.25%) Data Management
10 42 (12.65%) Data Analysis
10 42 (12.65%) Business Analysis
11 35 (10.54%) CRM
12 34 (10.24%) Business Development
12 34 (10.24%) Data Analytics
13 32 (9.64%) Performance Management
14 31 (9.34%) Data Visualisation
15 28 (8.43%) Statistical Modelling
16 24 (7.23%) Statistical Analysis
16 24 (7.23%) Data Governance
Programming Languages
1 142 (42.77%) SQL
2 119 (35.84%) R
3 70 (21.08%) Python
4 44 (13.25%) Java
5 21 (6.33%) C#
6 19 (5.72%) T-SQL
6 19 (5.72%) C++
7 17 (5.12%) PL/SQL
8 15 (4.52%) MATLAB
9 14 (4.22%) VBA
10 11 (3.31%) Scala
11 10 (3.01%) JavaScript
12 8 (2.41%) C
13 6 (1.81%) VB
14 4 (1.20%) Perl
15 3 (0.90%) PHP
16 2 (0.60%) Lingo
16 2 (0.60%) SAS Macro
17 1 (0.30%) PowerShell
17 1 (0.30%) Data Mining Extensions (DMX)
Qualifications
1 132 (39.76%) Degree
2 27 (8.13%) PhD
3 10 (3.01%) Postgraduate
4 5 (1.51%) PMP
4 5 (1.51%) PMI Certification
4 5 (1.51%) Microsoft Certification
5 3 (0.90%) CITP
6 2 (0.60%) ITIL Certification
6 2 (0.60%) SAS Certification
7 1 (0.30%) ISACA
7 1 (0.30%) IBM Certification
7 1 (0.30%) PRINCE2 Certification
Quality Assurance & Compliance
1 14 (4.22%) Data Quality
2 4 (1.20%) ISO 9001
2 4 (1.20%) Basel II
2 4 (1.20%) Solvency II
3 3 (0.90%) QA
4 1 (0.30%) ISO/IEC 20000
4 1 (0.30%) TickIT
4 1 (0.30%) SLA
System Software
1 8 (2.41%) HDFS
2 1 (0.30%) VMware Infrastructure
Vendors
1 70 (21.08%) Oracle
2 68 (20.48%) Tableau
3 54 (16.27%) Microsoft
4 23 (6.93%) IBM
5 22 (6.63%) SAP
6 19 (5.72%) Cognos
7 17 (5.12%) Salesforce.com
8 16 (4.82%) Alteryx
9 12 (3.61%) Cloudera
10 9 (2.71%) Greenplum
11 8 (2.41%) Netezza
11 8 (2.41%) JD Edwards
11 8 (2.41%) MapR
11 8 (2.41%) Hortonworks
12 7 (2.11%) MicroStrategy
13 6 (1.81%) Hyperion
14 5 (1.51%) RapidMiner
14 5 (1.51%) Wall Street Systems
14 5 (1.51%) Bloomberg
14 5 (1.51%) Informatica
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