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 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Predictive Analytics
Rank 693 843 811
Rank change year-on-year
+150 -32
Permanent jobs citing Predictive Analytics 182 64 61
As % of all permanent IT jobs located in England 0.18% 0.057% 0.058%
As % of the Processes & Methodologies category 0.21% 0.069% 0.072%
Number of salaries quoted 133 43 49
Average salary £52,500 £70,000 £47,500
Average salary % change year-on-year
-25.00% +47.36%
90% offered a salary of more than £35,500 £40,000 £37,750
10% offered a salary of more than £80,000 £100,000 £86,750
UK excluding London average salary £47,500 £45,000 £46,250
% change year-on-year
+5.55% -2.70%
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
85964 92342 85115
As % of all permanent IT jobs located in England 83.18% 82.10% 80.37%
Number of salaries quoted 70360 74842 70738
Average salary £50,000 £47,500 £47,000
Average salary % change year-on-year
+5.26% +1.06%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

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 17 April 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 17 April 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 +74 117 £55,000 -21.42% 20
South East +26 28 £47,500 +5.55% 3
North West +10 14 £47,500 +18.75% 1
West Midlands - 12 £50,000 -
East Midlands +17 5 £40,000 -
Yorkshire +11 3 £27,500 -31.25% 1
East of England - 2 £51,750 -
Predictive Analytics
UK

Predictive Analytics
Top 30 Related IT Skills in England

For the 6 months to 17 April 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.

1 267 (100.00%) Analytics
2 141 (52.81%) Business Intelligence
3 133 (49.81%) Big Data
4 108 (40.45%) Analytical Skills
5 100 (37.45%) R
6 82 (30.71%) SQL
7 81 (30.34%) Degree
8 77 (28.84%) Visualisation
8 77 (28.84%) Machine Learning
9 74 (27.72%) Computer Science
10 71 (26.59%) Python
11 68 (25.47%) Marketing
12 67 (25.09%) Statistics
13 66 (24.72%) Oracle
14 63 (23.60%) SAS
14 63 (23.60%) Finance
15 60 (22.47%) Data Warehouse
16 56 (20.97%) SQL Server
17 54 (20.22%) Agile Software Development
18 51 (19.10%) Data Mining
18 51 (19.10%) Algorithms
19 50 (18.73%) Tableau
19 50 (18.73%) QlikView
20 48 (17.98%) Mathematics
20 48 (17.98%) Hadoop
21 47 (17.60%) Project Management
22 44 (16.48%) Microsoft
23 43 (16.10%) Data Modelling
24 41 (15.36%) Retail
25 40 (14.98%) Artificial Intelligence

Predictive Analytics
Top Related IT Skills in England by Category

For the 6 months to 17 April 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 63 (23.60%) SAS
2 21 (7.87%) SharePoint
3 11 (4.12%) Apache Pig
4 10 (3.75%) Apache Spark
5 6 (2.25%) Node.js
6 4 (1.50%) Elasticsearch
7 1 (0.37%) ArcGIS
Applications
1 38 (14.23%) SPSS
2 5 (1.87%) MS Office
2 5 (1.87%) MS PowerPoint
3 4 (1.50%) MS Excel
4 1 (0.37%) Adobe After Effects
4 1 (0.37%) MS Project
Business Applications
1 4 (1.50%) Oracle Financials
1 4 (1.50%) Google Analytics
2 3 (1.12%) SAP CRM
2 3 (1.12%) Cognos TM1
3 2 (0.75%) Dynamics CRM
3 2 (0.75%) SAP InfiniteInsight
3 2 (0.75%) SAP MDM
4 1 (0.37%) SiteCatalyst
4 1 (0.37%) Unica
Cloud Services
1 28 (10.49%) Microsoft Azure
2 12 (4.49%) Amazon AWS
3 6 (2.25%) SaaS
4 1 (0.37%) Boomi
Communications & Networking
1 4 (1.50%) Internet
2 1 (0.37%) Broadband
2 1 (0.37%) HTTP
Database & Business Intelligence
1 133 (49.81%) Big Data
2 60 (22.47%) Data Warehouse
3 56 (20.97%) SQL Server
4 51 (19.10%) Data Mining
5 50 (18.73%) QlikView
6 48 (17.98%) Hadoop
7 29 (10.86%) SQL Server Reporting Services
8 28 (10.49%) SQL Server Integration Services
8 28 (10.49%) HDInsight
9 27 (10.11%) SQL Server Analysis Services
10 25 (9.36%) Apache Hive
11 19 (7.12%) Text Mining
12 18 (6.74%) NoSQL
13 14 (5.24%) MongoDB
14 13 (4.87%) HBase
15 12 (4.49%) IBM InfoSphere
15 12 (4.49%) CouchDB
16 11 (4.12%) Oracle BI EE
16 11 (4.12%) Base SAS
16 11 (4.12%) MySQL
Development Applications
1 2 (0.75%) Visual Studio
1 2 (0.75%) Jenkins
2 1 (0.37%) Maven
2 1 (0.37%) Selenium
2 1 (0.37%) Git (software)
2 1 (0.37%) Cucumber
General
1 68 (25.47%) Marketing
2 63 (23.60%) Finance
3 41 (15.36%) Retail
4 17 (6.37%) Banking
5 15 (5.62%) Telecoms
6 11 (4.12%) Legal
7 10 (3.75%) Back Office
8 6 (2.25%) Retail Banking
9 3 (1.12%) Financial Institution
9 3 (1.12%) Front Office
9 3 (1.12%) Advertising
9 3 (1.12%) Investment Banking
10 1 (0.37%) French Language
10 1 (0.37%) German Language
10 1 (0.37%) Pharmaceutical
10 1 (0.37%) Billing
10 1 (0.37%) Games
10 1 (0.37%) Electronics
Job Titles
1 70 (26.22%) Data Scientist
2 69 (25.84%) Consultant
3 38 (14.23%) Analyst
4 31 (11.61%) Business Intelligence Consultant
5 29 (10.86%) Developer
6 25 (9.36%) Business Consultant
7 21 (7.87%) Microsoft Consultant
7 21 (7.87%) Microsoft BI Consultant
8 16 (5.99%) Data Analyst
9 12 (4.49%) Insight Analyst
10 11 (4.12%) Sales Executive
10 11 (4.12%) Senior Consultant
10 11 (4.12%) Business Intelligence Developer
10 11 (4.12%) Principal Consultant
10 11 (4.12%) Data Manager
11 10 (3.75%) Senior Analyst
12 9 (3.37%) Senior Manager
12 9 (3.37%) Business Developer
12 9 (3.37%) Project Manager
12 9 (3.37%) Management Consultant
Libraries, Frameworks & Software Standards
1 27 (10.11%) .NET
2 17 (6.37%) D3.js
3 11 (4.12%) HTML
4 10 (3.75%) Web Services
4 10 (3.75%) Pandas
5 8 (3.00%) jQuery
6 7 (2.62%) AngularJS
7 6 (2.25%) RHadoop
8 5 (1.87%) ASP.NET
9 4 (1.50%) CSS
9 4 (1.50%) scikit-learn
9 4 (1.50%) Express
9 4 (1.50%) HTML5
10 3 (1.12%) FpML
11 2 (0.75%) SAP PI
11 2 (0.75%) Django
11 2 (0.75%) BREW
11 2 (0.75%) NumPy
11 2 (0.75%) Akka
12 1 (0.37%) CSS3
Miscellaneous
1 108 (40.45%) Analytical Skills
2 77 (28.84%) Visualisation
3 74 (27.72%) Computer Science
4 67 (25.09%) Statistics
5 51 (19.10%) Algorithms
6 48 (17.98%) Mathematics
7 40 (14.98%) Artificial Intelligence
8 37 (13.86%) Neural Network
9 28 (10.49%) Management Information System
10 21 (7.87%) Mobile App
11 19 (7.12%) Data Integration
12 18 (6.74%) Economics
13 16 (5.99%) Credit Risk
14 14 (5.24%) Social Network
15 12 (4.49%) Performance Metrics
15 12 (4.49%) Physics
16 9 (3.37%) Open Source
17 8 (3.00%) FMCG
18 7 (2.62%) Enterprise Software
18 7 (2.62%) IVR
Operating Systems
1 3 (1.12%) Linux
Processes & Methodologies
1 267 (100.00%) Analytics
2 141 (52.81%) Business Intelligence
3 77 (28.84%) Machine Learning
4 54 (20.22%) Agile Software Development
5 47 (17.60%) Project Management
6 43 (16.10%) Data Modelling
7 40 (14.98%) Performance Management
8 36 (13.48%) Statistical Modelling
8 36 (13.48%) Data Management
8 36 (13.48%) Business Analysis
9 34 (12.73%) Predictive Modelling
10 31 (11.61%) Data Analytics
11 30 (11.24%) Data Visualisation
11 30 (11.24%) Data Analysis
12 28 (10.49%) Information Management
13 26 (9.74%) Scrum
14 24 (8.99%) Stakeholder Management
15 23 (8.61%) Business Development
15 23 (8.61%) Data Governance
16 22 (8.24%) CRM
Programming Languages
1 100 (37.45%) R
2 82 (30.71%) SQL
3 71 (26.59%) Python
4 34 (12.73%) Java
5 18 (6.74%) C#
6 16 (5.99%) C++
7 12 (4.49%) MATLAB
8 11 (4.12%) T-SQL
9 9 (3.37%) JavaScript
10 7 (2.62%) PL/SQL
11 6 (2.25%) C
12 5 (1.87%) VB
12 5 (1.87%) VBA
12 5 (1.87%) Scala
13 3 (1.12%) PHP
14 2 (0.75%) Data Mining Extensions (DMX)
15 1 (0.37%) Ruby
15 1 (0.37%) SAS Macro
Qualifications
1 81 (30.34%) Degree
2 37 (13.86%) PhD
3 10 (3.75%) Microsoft Certification
4 9 (3.37%) Postgraduate
5 6 (2.25%) PMP
5 6 (2.25%) PMI Certification
6 2 (0.75%) SAS Certification
7 1 (0.37%) IBM Certification
7 1 (0.37%) MBA
Quality Assurance & Compliance
1 8 (3.00%) Data Quality
2 3 (1.12%) Solvency II
2 3 (1.12%) SLA
2 3 (1.12%) Basel II
3 2 (0.75%) QA
System Software
1 12 (4.49%) HDFS
2 1 (0.37%) VMware Infrastructure
Vendors
1 66 (24.72%) Oracle
2 50 (18.73%) Tableau
3 44 (16.48%) Microsoft
4 19 (7.12%) IBM
5 17 (6.37%) SAP
6 16 (5.99%) Cloudera
7 15 (5.62%) Cognos
8 12 (4.49%) Hortonworks
8 12 (4.49%) MapR
8 12 (4.49%) Greenplum
9 11 (4.12%) Business Objects
10 9 (3.37%) Salesforce.com
11 8 (3.00%) Google
12 7 (2.62%) Netezza
13 6 (2.25%) Alteryx
13 6 (2.25%) Hyperion
14 5 (1.87%) Informatica
15 4 (1.50%) MicroStrategy
15 4 (1.50%) JD Edwards
15 4 (1.50%) Alterian
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