The table below looks at the statistics for Predictive Modelling 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 Modelling over the 3 months to 20 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
20 Aug 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 741 774 820
Rank change year-on-year
+33 +46
Permanent jobs citing Predictive Modelling 129 82 54
As % of all permanent IT jobs located in England 0.12% 0.080% 0.048%
As % of the Processes & Methodologies category 0.15% 0.10% 0.062%
Number of salaries quoted 96 73 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 £45,000 £31,180 £30,900
10% offered a salary of more than £80,000 £70,000 £73,500
UK excluding London average salary £38,750 £40,000 £37,000
% change year-on-year
-3.12% +8.10%
Predictive Modelling
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
87003 81075 87515
As % of all permanent IT jobs located in England 80.74% 79.39% 77.90%
Number of salaries quoted 70060 66935 74947
Average salary £48,500 £47,500 £47,000
Average salary % change year-on-year
+2.10% +1.06%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £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 in England

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

Predictive Modelling Jobs Demand Trend in England

Predictive Modelling
Salary Trend in England

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

Predictive Modelling Salary Trend in England

Predictive Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the England region over the 3 months to 20 August 2014.

Predictive Modelling Salary Histogram in England

Predictive Modelling
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 Modelling within the England region over the 3 months to 20 August 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
London +36 107 £65,000 +44.44% 14
South West -1 10 £57,000 -
North West -12 8 £22,500 -47.05% 4
East of England -1 2 £34,400 +11.50% 4
South East -9 1 £55,000 -21.42%
Yorkshire -34 1 £55,000 +37.50% 1
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 20 August 2014, IT jobs across the England region 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.

1 190 (78.51%) Analytics
2 168 (69.42%) SQL
3 143 (59.09%) SAS
4 124 (51.24%) Degree
5 122 (50.41%) SPSS
6 107 (44.21%) Statistics
7 101 (41.74%) Data Mining
8 97 (40.08%) Mathematics
9 95 (39.26%) R
10 94 (38.84%) Python
11 82 (33.88%) Finance
12 79 (32.64%) Big Data
13 78 (32.23%) Data Analysis
14 76 (31.40%) Visualisation
15 72 (29.75%) Data Management
16 69 (28.51%) Marketing
17 66 (27.27%) Hadoop
18 64 (26.45%) Java
18 64 (26.45%) Data Modelling
19 62 (25.62%) MATLAB
20 61 (25.21%) C++
20 61 (25.21%) Neural Network
20 61 (25.21%) Relational Database
21 57 (23.55%) Economics
22 54 (22.31%) Cluster Analysis
23 50 (20.66%) Logistic Regression
24 48 (19.83%) Retail
25 47 (19.42%) PhD
26 46 (19.01%) Data Warehouse
27 44 (18.18%) Statistical Analysis

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 20 August 2014, IT jobs across the England region 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
1 143 (59.09%) SAS
2 27 (11.16%) Apache Pig
3 7 (2.89%) Apache
4 3 (1.24%) Lync
5 1 (0.41%) IIS
5 1 (0.41%) SharePoint
5 1 (0.41%) Oracle Workflow
Applications
1 122 (50.41%) SPSS
2 30 (12.40%) CPLEX
3 25 (10.33%) MS Excel
4 24 (9.92%) MS PowerPoint
5 17 (7.02%) MS Office
6 8 (3.31%) FastStats
7 2 (0.83%) MS Visio
7 2 (0.83%) Mathematica
8 1 (0.41%) PowerPivot
Business Applications
1 2 (0.83%) Google Analytics
2 1 (0.41%) SiteCatalyst
2 1 (0.41%) SAP InfiniteInsight
Cloud Services
1 7 (2.89%) Amazon EMR
2 1 (0.41%) Amazon EC2
2 1 (0.41%) Amazon AWS
Communications & Networking
1 2 (0.83%) Wireless
2 1 (0.41%) Internet
Database & Business Intelligence
1 101 (41.74%) Data Mining
2 79 (32.64%) Big Data
3 66 (27.27%) Hadoop
4 61 (25.21%) Relational Database
5 46 (19.01%) Data Warehouse
6 31 (12.81%) QlikView
7 26 (10.74%) Apache Hive
8 18 (7.44%) Mahout
9 16 (6.61%) SAS Enterprise Miner
10 15 (6.20%) Base SAS
10 15 (6.20%) SQL Server Integration Services
11 14 (5.79%) SQL Server Reporting Services
12 12 (4.96%) HBase
13 10 (4.13%) MS Access
14 9 (3.72%) SQL Server
14 9 (3.72%) SAS Enterprise Guide
14 9 (3.72%) Apache Cassandra
14 9 (3.72%) Impala
15 5 (2.07%) MongoDB
15 5 (2.07%) Text Mining
Development Applications
1 4 (1.65%) Talend Open Studio
2 1 (0.41%) Team Foundation Server
2 1 (0.41%) Visual Studio
General
1 82 (33.88%) Finance
2 69 (28.51%) Marketing
3 48 (19.83%) Retail
4 9 (3.72%) Telecoms
5 6 (2.48%) Games
6 3 (1.24%) Banking
7 2 (0.83%) Publishing
7 2 (0.83%) Legal
8 1 (0.41%) Advertising
8 1 (0.41%) French Language
8 1 (0.41%) German Language
Job Titles
1 97 (40.08%) Data Scientist
2 51 (21.07%) Analyst
3 38 (15.70%) Consultant
4 26 (10.74%) Developer
5 21 (8.68%) Data Analyst
6 14 (5.79%) Senior Developer
7 12 (4.96%) Marketing Consultant
8 10 (4.13%) Insight Analyst
9 9 (3.72%) Architect
10 8 (3.31%) Graduate
10 8 (3.31%) Senior Consultant
11 7 (2.89%) Senior Analyst
12 6 (2.48%) Data Architect
12 6 (2.48%) Pre Sales Consultant
12 6 (2.48%) Big Data Developer
13 5 (2.07%) Business Intelligence Developer
13 5 (2.07%) Marketing Analyst
14 4 (1.65%) SAS Developer
14 4 (1.65%) Business Analyst
14 4 (1.65%) CRM Analyst
Libraries, Frameworks & Software Standards
1 8 (3.31%) JSON
1 8 (3.31%) XML
1 8 (3.31%) Natural Language Processing
2 7 (2.89%) ODBC
2 7 (2.89%) REST
2 7 (2.89%) JDBC
2 7 (2.89%) SOAP
3 3 (1.24%) .NET
4 2 (0.83%) ASP.NET
4 2 (0.83%) HTML
5 1 (0.41%) Ajax
5 1 (0.41%) Razor View Engine
5 1 (0.41%) Web Services
5 1 (0.41%) MDX
5 1 (0.41%) jQuery
5 1 (0.41%) ASP.NET MVC
5 1 (0.41%) HTML5
Miscellaneous
1 107 (44.21%) Statistics
2 97 (40.08%) Mathematics
3 76 (31.40%) Visualisation
4 61 (25.21%) Neural Network
5 57 (23.55%) Economics
6 43 (17.77%) Computer Science
7 30 (12.40%) Applied Mathematics
7 30 (12.40%) Digital Media
8 16 (6.61%) Artificial Intelligence
9 15 (6.20%) Physics
9 15 (6.20%) Social Network
10 12 (4.96%) Data Integration
11 9 (3.72%) Reference Data
12 7 (2.89%) Chemistry
12 7 (2.89%) Psychology
12 7 (2.89%) Informatics
13 4 (1.65%) Management Information System
14 2 (0.83%) GIS
14 2 (0.83%) Data Extraction
14 2 (0.83%) Credit Risk
Operating Systems
1 11 (4.55%) Linux
2 7 (2.89%) UNIX
3 1 (0.41%) Windows
Processes & Methodologies
1 190 (78.51%) Analytics
2 78 (32.23%) Data Analysis
3 72 (29.75%) Data Management
4 64 (26.45%) Data Modelling
5 54 (22.31%) Cluster Analysis
6 50 (20.66%) Logistic Regression
7 44 (18.18%) Statistical Analysis
8 42 (17.36%) Statistical Modelling
8 42 (17.36%) Factor Analysis
9 34 (14.05%) E-Commerce
9 34 (14.05%) Business Intelligence
10 33 (13.64%) Bayesian Methods
11 30 (12.40%) Time Series Analysis
11 30 (12.40%) Markov Chain
11 30 (12.40%) Structural Equation Modelling
11 30 (12.40%) Data Analytics
11 30 (12.40%) Business Analysis
12 28 (11.57%) Customer Segmentation
13 25 (10.33%) Marketing Analytics
14 24 (9.92%) Marketing Strategy
Programming Languages
1 168 (69.42%) SQL
2 95 (39.26%) R
3 94 (38.84%) Python
4 64 (26.45%) Java
5 62 (25.62%) MATLAB
6 61 (25.21%) C++
7 20 (8.26%) VBA
8 15 (6.20%) Ruby
9 13 (5.37%) C#
10 11 (4.55%) Clojure
11 10 (4.13%) VB
12 9 (3.72%) C
12 9 (3.72%) PHP
13 5 (2.07%) SAS Macro
14 4 (1.65%) T-SQL
15 3 (1.24%) Perl
16 2 (0.83%) PL/SQL
16 2 (0.83%) Scala
16 2 (0.83%) VB.NET
16 2 (0.83%) PowerHouse
Qualifications
1 124 (51.24%) Degree
2 47 (19.42%) PhD
3 1 (0.41%) PMI Certification
3 1 (0.41%) MBA
Quality Assurance & Compliance
1 2 (0.83%) Basel II
1 2 (0.83%) CRD IV
2 1 (0.41%) QA
System Software
1 10 (4.13%) HDFS
2 2 (0.83%) Apache Flume
Systems Management
1 2 (0.83%) Oozie
Vendors
1 25 (10.33%) Tableau
2 14 (5.79%) Oracle
3 8 (3.31%) Microsoft
4 4 (1.65%) IBM
4 4 (1.65%) Talend
5 3 (1.24%) Hortonworks
5 3 (1.24%) Cloudera
5 3 (1.24%) MapR
5 3 (1.24%) Greenplum
5 3 (1.24%) SmartFocus
5 3 (1.24%) Cognos
5 3 (1.24%) Sybase
5 3 (1.24%) MicroStrategy
5 3 (1.24%) Minitab
6 2 (0.83%) Alterian
6 2 (0.83%) Omniture
6 2 (0.83%) Google
6 2 (0.83%) Business Objects
7 1 (0.41%) Netezza
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Real Staffing
Salary: £38000 - £43000 per annum + Benefits Package
Posted: 14 hours ago
Warrington, Cheshire
Adria Solutions Ltd
Salary: £20000 - £26000 per annum + Benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £55000 - £70000 per annum + bonus, pension, excellent benefits
Posted: 4 days ago
City, London
FPSG Connect
Salary: £40000 - £80000 per annum
Posted: 4 days ago
London
Benedict Cole Limited
Salary: £50000 per annum + excellent benefits + bonus
Posted: 4 days ago
Cheshire
Ashdown IT
Salary: £20000 - £24000 per annum
Posted: 4 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 5 days ago
London
Stratospherec
Salary: £45k - 60k per year
Posted: 6 days ago
Central London / West End
Stratospherec
Salary: £25k - 35k per year
Posted: 6 days ago
London
Progressive Recruitment
Salary: £35000 - £45000 per annum + competitive
Posted: 7 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 11 days ago
City of London
Progressive Recruitment
Salary: £55000 per annum + AMAZING PACKAGE
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City of London
Progressive Recruitment
Salary: £50000 - £55000 per annum + attractive benefits!
Posted: 11 days ago
City of London
Progressive Recruitment
Salary: £35000 - £45000 per annum + competitive
Posted: 11 days ago
London
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Salary: £60000 - £75000 per annum + OTE and car, phone, laptop
Posted: 11 days ago
Leeds
Interquest - ITQ Financial - Tunbridge Wells
Salary: £30000 - £40000 per annum + Benefits
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Manchester
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Salary: £40000 - £50000 per annum + Bonus and Benefits
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Northamptonshire
Real Staffing
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Southend-On-Sea
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