The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 1 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Sep 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 780 787 838
Rank change year-on-year
+7 +51
Permanent jobs citing Predictive Modelling 122 90 56
As % of all permanent IT jobs located in the UK 0.11% 0.084% 0.048%
As % of the Processes & Methodologies category 0.13% 0.10% 0.061%
Number of salaries quoted 87 81 37
Average salary £62,500 £45,000 £50,000
Average salary % change year-on-year
+38.88% -10.00%
90% offered a salary of more than £39,500 £32,500 £30,900
10% offered a salary of more than £75,500 £70,000 £73,500
UK excluding London average salary £38,750 £40,000 £37,000
% change year-on-year
-3.12% +8.10%

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
93657 85736 91204
As % of all permanent IT jobs located in the UK 80.68% 79.59% 77.89%
Number of salaries quoted 74686 70107 77304
Average salary £47,500 £47,500 £46,000
Average salary % change year-on-year
- +3.26%
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Predictive Modelling
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Predictive Modelling within the UK as a proportion of the total demand within the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the UK

Predictive Modelling
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Modelling within the UK.

Predictive Modelling Salary Trend in the UK

Predictive Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Predictive Modelling over the 3 months to 1 September 2014 within the UK.

Predictive Modelling Salary Histogram in the UK

Predictive Modelling
Top 25 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Predictive Modelling within the UK over the 3 months to 1 September 2014. 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
England +9 119 £62,500 +38.88% 21
London +15 95 £65,000 +44.44% 11
City of London +35 36 £70,000 +40.00% 5
North West -9 10 £22,500 -47.05% 2
South West -12 10 £57,000 - 1
Cheshire - 10 £22,500 - 1
Swindon +5 9 £46,000 -
Wiltshire +3 9 £46,000 -
Chester - 7 - -
Warrington - 3 £22,500 - 1
East of England -11 2 £34,400 +11.50% 4
South Wales +3 1 £38,750 +19.23%
Wales -1 1 £38,750 +19.23%
Cardiff -5 1 £38,750 +15.67%
South East -6 1 £55,000 -21.42%
Leeds -28 1 £55,000 +37.50% 1
West Yorkshire -36 1 £55,000 +37.50% 1
Yorkshire -37 1 £55,000 +37.50% 1
Devon - 1 £65,000 -
Essex - 1 £23,800 -
Southend-on-Sea - 1 £23,800 -
Cambridge - 1 £45,000 -
Exeter - 1 £65,000 -
Buckinghamshire - 1 £55,000 -
Cambridgeshire - 1 £45,000 -

Predictive Modelling
Top 30 Related IT Skills

For the 6 months to 1 September 2014, IT jobs within the UK citing Predictive Modelling 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 Modelling.

1 186 (77.82%) Analytics
2 167 (69.87%) SQL
3 140 (58.58%) SAS
4 121 (50.63%) Degree
5 118 (49.37%) SPSS
6 104 (43.51%) Statistics
7 99 (41.42%) Data Mining
8 92 (38.49%) Mathematics
9 90 (37.66%) R
10 89 (37.24%) Python
11 78 (32.64%) Finance
12 76 (31.80%) Data Analysis
12 76 (31.80%) Big Data
13 75 (31.38%) Visualisation
14 70 (29.29%) Data Management
15 66 (27.62%) Marketing
16 63 (26.36%) Java
17 61 (25.52%) Data Modelling
17 61 (25.52%) Hadoop
18 60 (25.10%) Neural Network
19 59 (24.69%) MATLAB
20 56 (23.43%) Relational Database
21 55 (23.01%) C++
22 53 (22.18%) Economics
23 52 (21.76%) Cluster Analysis
24 48 (20.08%) Data Warehouse
24 48 (20.08%) Logistic Regression
25 45 (18.83%) PhD
25 45 (18.83%) Retail
26 43 (17.99%) Computer Science

Predictive Modelling
Top Related IT Skills by Category

For the 6 months to 1 September 2014, IT jobs within the UK citing Predictive Modelling 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 Modelling. Up to 20 skills are shown per category.

Application Platforms
1 140 (58.58%) SAS
2 26 (10.88%) Apache Pig
3 7 (2.93%) Apache
4 3 (1.26%) Lync
5 1 (0.42%) IIS
5 1 (0.42%) SharePoint
5 1 (0.42%) Oracle Workflow
Applications
1 118 (49.37%) SPSS
2 28 (11.72%) CPLEX
3 25 (10.46%) MS Excel
4 24 (10.04%) MS PowerPoint
5 17 (7.11%) MS Office
6 7 (2.93%) FastStats
7 2 (0.84%) MS Visio
7 2 (0.84%) Mathematica
8 1 (0.42%) PowerPivot
Business Applications
1 2 (0.84%) Google Analytics
2 1 (0.42%) SiteCatalyst
2 1 (0.42%) SAP InfiniteInsight
Cloud Services
1 7 (2.93%) Amazon EMR
2 1 (0.42%) Amazon EC2
2 1 (0.42%) Amazon AWS
Communications & Networking
1 1 (0.42%) Internet
1 1 (0.42%) Wireless
Database & Business Intelligence
1 99 (41.42%) Data Mining
2 76 (31.80%) Big Data
3 61 (25.52%) Hadoop
4 56 (23.43%) Relational Database
5 48 (20.08%) Data Warehouse
6 33 (13.81%) QlikView
7 25 (10.46%) Apache Hive
8 18 (7.53%) Mahout
9 16 (6.69%) SAS Enterprise Miner
9 16 (6.69%) SQL Server Reporting Services
10 15 (6.28%) SQL Server Integration Services
11 13 (5.44%) Base SAS
12 12 (5.02%) HBase
13 10 (4.18%) MS Access
14 9 (3.77%) Apache Cassandra
14 9 (3.77%) Impala
15 7 (2.93%) SQL Server
16 6 (2.51%) SAS Enterprise Guide
17 5 (2.09%) Text Mining
18 4 (1.67%) Oracle Database
Development Applications
1 4 (1.67%) Talend Open Studio
2 1 (0.42%) Team Foundation Server
2 1 (0.42%) Visual Studio
General
1 78 (32.64%) Finance
2 66 (27.62%) Marketing
3 45 (18.83%) Retail
4 7 (2.93%) Telecoms
5 6 (2.51%) Games
6 4 (1.67%) Banking
7 2 (0.84%) Publishing
7 2 (0.84%) Legal
8 1 (0.42%) Advertising
8 1 (0.42%) French Language
8 1 (0.42%) German Language
Job Titles
1 96 (40.17%) Data Scientist
2 50 (20.92%) Analyst
3 36 (15.06%) Consultant
4 26 (10.88%) Developer
5 22 (9.21%) Data Analyst
6 16 (6.69%) Senior Developer
7 12 (5.02%) Marketing Consultant
8 10 (4.18%) Insight Analyst
9 9 (3.77%) Architect
10 8 (3.35%) Graduate
11 7 (2.93%) Senior Consultant
11 7 (2.93%) Senior Analyst
11 7 (2.93%) Business Intelligence Developer
12 6 (2.51%) Data Architect
12 6 (2.51%) Big Data Developer
13 5 (2.09%) Marketing Analyst
14 4 (1.67%) Senior Business Intelligence Developer
14 4 (1.67%) Business Analyst
14 4 (1.67%) Pre Sales Consultant
14 4 (1.67%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 8 (3.35%) JSON
1 8 (3.35%) XML
1 8 (3.35%) Natural Language Processing
2 7 (2.93%) ODBC
2 7 (2.93%) REST
2 7 (2.93%) JDBC
2 7 (2.93%) SOAP
3 3 (1.26%) .NET
4 2 (0.84%) ASP.NET
4 2 (0.84%) HTML
5 1 (0.42%) Ajax
5 1 (0.42%) Razor View Engine
5 1 (0.42%) Web Services
5 1 (0.42%) MDX
5 1 (0.42%) jQuery
5 1 (0.42%) ASP.NET MVC
5 1 (0.42%) HTML5
Miscellaneous
1 104 (43.51%) Statistics
2 92 (38.49%) Mathematics
3 75 (31.38%) Visualisation
4 60 (25.10%) Neural Network
5 53 (22.18%) Economics
6 43 (17.99%) Computer Science
7 29 (12.13%) Applied Mathematics
8 28 (11.72%) Digital Media
9 16 (6.69%) Artificial Intelligence
10 15 (6.28%) Physics
11 14 (5.86%) Social Network
12 10 (4.18%) Data Integration
13 9 (3.77%) Reference Data
14 7 (2.93%) Chemistry
14 7 (2.93%) Psychology
14 7 (2.93%) Informatics
15 4 (1.67%) Management Information System
16 2 (0.84%) GIS
16 2 (0.84%) Data Extraction
16 2 (0.84%) Credit Risk
Operating Systems
1 11 (4.60%) Linux
2 7 (2.93%) UNIX
3 1 (0.42%) Windows
Processes & Methodologies
1 186 (77.82%) Analytics
2 76 (31.80%) Data Analysis
3 70 (29.29%) Data Management
4 61 (25.52%) Data Modelling
5 52 (21.76%) Cluster Analysis
6 48 (20.08%) Logistic Regression
7 42 (17.57%) Statistical Analysis
8 41 (17.15%) Statistical Modelling
9 40 (16.74%) Factor Analysis
10 35 (14.64%) Business Intelligence
11 32 (13.39%) E-Commerce
12 31 (12.97%) Data Analytics
12 31 (12.97%) Bayesian Methods
13 30 (12.55%) Time Series Analysis
14 28 (11.72%) Markov Chain
14 28 (11.72%) Customer Segmentation
14 28 (11.72%) Structural Equation Modelling
15 27 (11.30%) Business Analysis
16 25 (10.46%) Marketing Analytics
17 24 (10.04%) Marketing Strategy
Programming Languages
1 167 (69.87%) SQL
2 90 (37.66%) R
3 89 (37.24%) Python
4 63 (26.36%) Java
5 59 (24.69%) MATLAB
6 55 (23.01%) C++
7 20 (8.37%) VBA
8 15 (6.28%) Ruby
9 12 (5.02%) C#
10 11 (4.60%) Clojure
11 10 (4.18%) VB
12 9 (3.77%) PHP
13 8 (3.35%) C
14 4 (1.67%) T-SQL
15 3 (1.26%) Perl
15 3 (1.26%) SAS Macro
16 2 (0.84%) Scala
16 2 (0.84%) VB.NET
16 2 (0.84%) PL/SQL
17 1 (0.42%) PowerHouse
Qualifications
1 121 (50.63%) Degree
2 45 (18.83%) PhD
3 1 (0.42%) PMI Certification
3 1 (0.42%) MBA
Quality Assurance & Compliance
1 2 (0.84%) Basel II
1 2 (0.84%) CRD IV
2 1 (0.42%) QA
System Software
1 10 (4.18%) HDFS
2 2 (0.84%) Apache Flume
Systems Management
1 2 (0.84%) Oozie
Vendors
1 25 (10.46%) Tableau
2 11 (4.60%) Oracle
3 7 (2.93%) Microsoft
4 4 (1.67%) Talend
4 4 (1.67%) IBM
5 3 (1.26%) Hortonworks
5 3 (1.26%) Cloudera
5 3 (1.26%) MapR
5 3 (1.26%) Greenplum
5 3 (1.26%) SmartFocus
5 3 (1.26%) Cognos
5 3 (1.26%) MicroStrategy
5 3 (1.26%) Minitab
6 2 (0.84%) Business Objects
6 2 (0.84%) Omniture
6 2 (0.84%) Google
7 1 (0.42%) Informatica
7 1 (0.42%) RapidMiner
7 1 (0.42%) Sybase
7 1 (0.42%) Teradata
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