The first table below looks at the demand 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 25 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the England region.

Location
3 months to
25 Jul 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 733 771 845
Rank change year-on-year
+38 +74
Permanent jobs citing Predictive Modelling 143 74 37
As % of all permanent IT jobs located in England 0.13% 0.073% 0.033%
As % of the Processes & Methodologies category 0.16% 0.092% 0.043%
Number of salaries quoted 104 62 25
Average salary £62,500 £42,500 £42,500
Average salary % change year-on-year
+47.05% -
90% offered a salary of more than £49,000 £25,750 £28,500
10% offered a salary of more than £80,000 £65,000 £62,500
UK excluding London average salary £50,000 £40,000 £40,000
% change year-on-year
+25.00% -
Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
88099 80202 86245
As % of all permanent IT jobs located in England 80.44% 78.75% 77.52%
Number of salaries quoted 71608 66273 74087
Average salary £49,000 £47,500 £47,000
Average salary % change year-on-year
+3.15% +1.06%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%
Predictive Modelling
UK

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 25 July 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 25 July 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 +34 127 £65,000 +44.44% 9
South West -4 10 £57,000 - 1
North West -5 2 - -
Yorkshire -40 2 £42,500 +6.25% 1
South East -19 1 £55,000 -21.42%
East of England - 1 £45,000 - 2
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 25 July 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.

1 199 (82.23%) Analytics
2 162 (66.94%) SQL
3 144 (59.50%) SAS
4 129 (53.31%) Degree
5 123 (50.83%) SPSS
6 112 (46.28%) Statistics
7 106 (43.80%) R
8 105 (43.39%) Data Mining
8 105 (43.39%) Python
9 102 (42.15%) Mathematics
10 86 (35.54%) Big Data
11 84 (34.71%) Finance
12 82 (33.88%) Data Analysis
13 79 (32.64%) Visualisation
14 74 (30.58%) Hadoop
15 73 (30.17%) C++
16 70 (28.93%) MATLAB
17 69 (28.51%) Java
17 69 (28.51%) Data Management
18 67 (27.69%) Data Modelling
19 66 (27.27%) Marketing
20 65 (26.86%) Relational Database
20 65 (26.86%) Neural Network
21 61 (25.21%) Economics
22 55 (22.73%) Logistic Regression
22 55 (22.73%) Cluster Analysis
23 52 (21.49%) Retail
24 49 (20.25%) PhD
25 45 (18.60%) Computer Science
26 40 (16.53%) Data Warehouse

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 25 July 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
1 144 (59.50%) SAS
2 28 (11.57%) Apache Pig
3 7 (2.89%) Apache
4 1 (0.41%) SharePoint
4 1 (0.41%) Oracle Workflow
Applications
1 123 (50.83%) SPSS
2 34 (14.05%) CPLEX
3 22 (9.09%) MS Excel
4 20 (8.26%) MS PowerPoint
5 14 (5.79%) MS Office
6 6 (2.48%) FastStats
7 2 (0.83%) MS Visio
7 2 (0.83%) Mathematica
8 1 (0.41%) Stata
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 5 (2.07%) Wireless
2 2 (0.83%) Internet
Database & Business Intelligence
1 105 (43.39%) Data Mining
2 86 (35.54%) Big Data
3 74 (30.58%) Hadoop
4 65 (26.86%) Relational Database
5 40 (16.53%) Data Warehouse
6 28 (11.57%) Apache Hive
7 26 (10.74%) QlikView
8 20 (8.26%) Base SAS
9 19 (7.85%) Mahout
10 17 (7.02%) SAS Enterprise Miner
11 13 (5.37%) HBase
12 10 (4.13%) Apache Cassandra
12 10 (4.13%) SAS Enterprise Guide
12 10 (4.13%) SQL Server Integration Services
12 10 (4.13%) MS Access
13 9 (3.72%) Impala
14 8 (3.31%) SQL Server Reporting Services
15 6 (2.48%) MongoDB
16 5 (2.07%) Text Mining
16 5 (2.07%) DB2
Development Applications
1 4 (1.65%) Talend Open Studio
2 1 (0.41%) Team Foundation Server
2 1 (0.41%) Visual Studio
General
1 84 (34.71%) Finance
2 66 (27.27%) Marketing
3 52 (21.49%) Retail
4 10 (4.13%) Telecoms
5 5 (2.07%) Games
6 2 (0.83%) Banking
6 2 (0.83%) Publishing
6 2 (0.83%) Legal
7 1 (0.41%) Advertising
7 1 (0.41%) French Language
7 1 (0.41%) German Language
Job Titles
1 103 (42.56%) Data Scientist
2 51 (21.07%) Analyst
3 38 (15.70%) Consultant
4 24 (9.92%) Developer
5 20 (8.26%) Data Analyst
6 12 (4.96%) Senior Developer
6 12 (4.96%) Marketing Consultant
7 8 (3.31%) Senior Consultant
7 8 (3.31%) Graduate
7 8 (3.31%) Architect
8 7 (2.89%) Senior Analyst
8 7 (2.89%) SAS Developer
8 7 (2.89%) Insight Analyst
9 6 (2.48%) Pre Sales Consultant
9 6 (2.48%) Big Data Developer
10 5 (2.07%) Marketing Analyst
10 5 (2.07%) Data Architect
11 4 (1.65%) CRM Analyst
12 3 (1.24%) Senior Insight Analyst
12 3 (1.24%) Head of Development
Libraries, Frameworks & Software Standards
1 19 (7.85%) MapReduce
2 8 (3.31%) Natural Language Processing
2 8 (3.31%) XML
3 7 (2.89%) ODBC
3 7 (2.89%) JSON
3 7 (2.89%) JDBC
3 7 (2.89%) SOAP
3 7 (2.89%) REST
4 3 (1.24%) .NET
5 1 (0.41%) ASP.NET
5 1 (0.41%) MDX
5 1 (0.41%) HTML
Miscellaneous
1 112 (46.28%) Statistics
2 102 (42.15%) Mathematics
3 79 (32.64%) Visualisation
4 65 (26.86%) Neural Network
5 61 (25.21%) Economics
6 45 (18.60%) Computer Science
7 34 (14.05%) Applied Mathematics
7 34 (14.05%) Digital Media
8 17 (7.02%) Social Network
9 15 (6.20%) Artificial Intelligence
10 14 (5.79%) Physics
11 12 (4.96%) Data Integration
12 6 (2.48%) Chemistry
12 6 (2.48%) Psychology
12 6 (2.48%) Reference Data
12 6 (2.48%) 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
Processes & Methodologies
1 199 (82.23%) Analytics
2 82 (33.88%) Data Analysis
3 69 (28.51%) Data Management
4 67 (27.69%) Data Modelling
5 55 (22.73%) Logistic Regression
5 55 (22.73%) Cluster Analysis
6 40 (16.53%) Statistical Analysis
7 37 (15.29%) E-Commerce
7 37 (15.29%) Statistical Modelling
8 35 (14.46%) Business Analysis
9 29 (11.98%) Business Intelligence
9 29 (11.98%) Data Analytics
10 26 (10.74%) Customer Segmentation
11 25 (10.33%) Marketing Analytics
11 25 (10.33%) Machine Learning
12 24 (9.92%) Marketing Strategy
13 22 (9.09%) ETL
13 22 (9.09%) Operations Research
14 21 (8.68%) CRM
15 20 (8.26%) Econometrics
Programming Languages
1 162 (66.94%) SQL
2 106 (43.80%) R
3 105 (43.39%) Python
4 73 (30.17%) C++
5 70 (28.93%) MATLAB
6 69 (28.51%) Java
7 20 (8.26%) VBA
8 15 (6.20%) C#
9 14 (5.79%) Ruby
10 13 (5.37%) C
11 10 (4.13%) VB
11 10 (4.13%) Clojure
12 9 (3.72%) PHP
13 8 (3.31%) SAS Macro
14 4 (1.65%) Scala
14 4 (1.65%) Perl
15 3 (1.24%) PowerHouse
16 2 (0.83%) VB.NET
16 2 (0.83%) PL/SQL
17 1 (0.41%) T-SQL
Qualifications
1 129 (53.31%) Degree
2 49 (20.25%) 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 16 (6.61%) Oracle
3 5 (2.07%) Sybase
3 5 (2.07%) Microsoft
4 4 (1.65%) MicroStrategy
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%) Cognos
5 3 (1.24%) Alterian
6 2 (0.83%) Omniture
6 2 (0.83%) Google
6 2 (0.83%) Business Objects
7 1 (0.41%) Netezza
Southend-On-Sea, Essex
HAYS INFORMATION TECHNOLOGY
Salary: £23800.00 per annum
Posted: 1 hour ago
Somerset
Oscar Associates (UK) Ltd
Salary: £20000 - £30000 per annum
Posted: 3 hours ago
City, London
FPSG Connect
Salary: £40000 - £80000 per annum
Posted: 20 hours ago
Central London / West End
ANSON MCCADE
Salary: From £60,000 to £70,000 per annum + package and great bonus
Posted: 2 days ago
Hull, North Humberside
Oscar Associates (UK) Ltd
Salary: £25000 - £32000 per annum
Posted: 3 days ago
London
Experis Ltd
Salary: £45000.00 - £60000.00 per annum + benefits
Posted: 3 days ago
London
Experis Ltd
Salary: £55000 - £65000 per annum
Posted: 3 days ago
London
Intapeople
Salary: £24000 to £30000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Stratospherec
Salary: Competitive salary based on skills and experience
Posted: 6 days ago
City of London
Progressive Recruitment
Salary: competitive
Posted: 20 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 22 days ago
City of London
Annapurna
Salary: £50000 - £150000 per annum + benefits
Posted: 24 days ago