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 21 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Oct 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 787 793 814
Rank change year-on-year
+6 +21
Permanent jobs citing Predictive Modelling 91 69 64
As % of all permanent IT jobs located in England 0.085% 0.068% 0.059%
As % of the Processes & Methodologies category 0.10% 0.084% 0.075%
Number of salaries quoted 70 56 47
Average salary £61,250 £50,000 £50,000
Average salary % change year-on-year
+22.50% -
90% offered a salary of more than £26,230 £38,250 £27,500
10% offered a salary of more than £71,000 £77,500 £70,000
UK excluding London average salary £28,750 £37,500 £37,500
% change year-on-year
-23.33% -
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
87519 82414 85838
As % of all permanent IT jobs located in England 82.06% 81.55% 79.19%
Number of salaries quoted 71255 68412 72904
Average salary £49,500 £47,500 £45,673
Average salary % change year-on-year
+4.21% +4.00%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 21 October 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 21 October 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 +15 71 £65,000 +23.80% 8
North West -4 11 £22,250 -44.37%
Yorkshire -23 4 £27,500 -26.66% 1
South East -10 2 £40,000 +11.88%
East of England -21 2 £34,400 +11.50% 1
West Midlands - 1 £80,000 -
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 21 October 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.

1 188 (77.69%) Analytics
2 185 (76.45%) SQL
3 142 (58.68%) SAS
4 120 (49.59%) Analytical Skills
5 119 (49.17%) Degree
6 108 (44.63%) Data Mining
7 106 (43.80%) SPSS
8 100 (41.32%) Statistics
9 98 (40.50%) Mathematics
10 92 (38.02%) Big Data
11 91 (37.60%) R
12 90 (37.19%) Python
12 90 (37.19%) Data Analysis
13 86 (35.54%) Visualisation
14 84 (34.71%) Finance
15 81 (33.47%) Algorithms
16 75 (30.99%) Data Management
17 72 (29.75%) Hadoop
18 69 (28.51%) Java
19 66 (27.27%) Data Modelling
19 66 (27.27%) Relational Database
20 65 (26.86%) MATLAB
21 63 (26.03%) Neural Network
22 62 (25.62%) C++
23 60 (24.79%) Computer Science
24 58 (23.97%) Economics
25 57 (23.55%) Marketing
26 51 (21.07%) Cluster Analysis
27 49 (20.25%) Retail
27 49 (20.25%) Data Warehouse

Predictive Modelling
Top Related IT Skills in England by Category

For the 6 months to 21 October 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
1 142 (58.68%) SAS
2 31 (12.81%) Apache Pig
3 7 (2.89%) Apache
4 5 (2.07%) Lync
5 2 (0.83%) IIS
6 1 (0.41%) Apache Spark
6 1 (0.41%) Elasticsearch
6 1 (0.41%) Cloud Foundry
6 1 (0.41%) OpenStack
6 1 (0.41%) Oracle Workflow
6 1 (0.41%) SharePoint
Applications
1 106 (43.80%) SPSS
2 31 (12.81%) CPLEX
3 17 (7.02%) MS Excel
4 12 (4.96%) MS PowerPoint
5 8 (3.31%) MS Office
6 6 (2.48%) FastStats
7 2 (0.83%) Mathematica
8 1 (0.41%) PowerPivot
8 1 (0.41%) Weka
Business Applications
1 1 (0.41%) Google Analytics
1 1 (0.41%) SAP InfiniteInsight
Cloud Services
1 7 (2.89%) Amazon EMR
2 1 (0.41%) Amazon EC2
2 1 (0.41%) Microsoft Azure
2 1 (0.41%) Amazon AWS
Database & Business Intelligence
1 108 (44.63%) Data Mining
2 92 (38.02%) Big Data
3 72 (29.75%) Hadoop
4 66 (27.27%) Relational Database
5 49 (20.25%) Data Warehouse
6 37 (15.29%) QlikView
7 27 (11.16%) Apache Hive
8 23 (9.50%) SQL Server Reporting Services
9 19 (7.85%) Mahout
9 19 (7.85%) SQL Server Integration Services
10 15 (6.20%) HBase
11 13 (5.37%) SQL Server
11 13 (5.37%) SAS Enterprise Miner
12 11 (4.55%) MS Access
13 10 (4.13%) Impala
14 9 (3.72%) Apache Cassandra
15 7 (2.89%) Base SAS
15 7 (2.89%) Text Mining
16 6 (2.48%) Oracle Database
17 4 (1.65%) IBM InfoSphere
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 57 (23.55%) Marketing
3 49 (20.25%) Retail
4 11 (4.55%) Banking
5 8 (3.31%) Games
6 2 (0.83%) Telecoms
6 2 (0.83%) Publishing
6 2 (0.83%) Legal
7 1 (0.41%) French Language
7 1 (0.41%) German Language
7 1 (0.41%) Advertising
7 1 (0.41%) Investment Banking
7 1 (0.41%) Pharmaceutical
Job Titles
1 99 (40.91%) Data Scientist
2 47 (19.42%) Analyst
3 32 (13.22%) Developer
3 32 (13.22%) Data Analyst
4 31 (12.81%) Consultant
5 20 (8.26%) Senior Developer
6 14 (5.79%) Graduate
7 12 (4.96%) Marketing Consultant
8 11 (4.55%) Business Intelligence Developer
9 8 (3.31%) Architect
9 8 (3.31%) Senior Business Intelligence Developer
10 7 (2.89%) Big Data Developer
10 7 (2.89%) Insight Analyst
10 7 (2.89%) Senior Consultant
10 7 (2.89%) Business Developer
11 6 (2.48%) Data Architect
12 5 (2.07%) Business Analyst
13 4 (1.65%) Senior Analyst
13 4 (1.65%) Data Modeller
13 4 (1.65%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 9 (3.72%) Natural Language Processing
1 9 (3.72%) JSON
2 8 (3.31%) XML
3 7 (2.89%) REST
3 7 (2.89%) .NET
3 7 (2.89%) ODBC
3 7 (2.89%) JDBC
3 7 (2.89%) SOAP
4 5 (2.07%) ASP.NET
5 3 (1.24%) HTML
6 2 (0.83%) Web Services
6 2 (0.83%) CGI
6 2 (0.83%) Ajax
6 2 (0.83%) jQuery
6 2 (0.83%) Razor View Engine
6 2 (0.83%) HTML5
6 2 (0.83%) ASP.NET MVC
7 1 (0.41%) Pandas
7 1 (0.41%) SciPy
7 1 (0.41%) MDX
Miscellaneous
1 120 (49.59%) Analytical Skills
2 100 (41.32%) Statistics
3 98 (40.50%) Mathematics
4 86 (35.54%) Visualisation
5 81 (33.47%) Algorithms
6 63 (26.03%) Neural Network
7 60 (24.79%) Computer Science
8 58 (23.97%) Economics
9 34 (14.05%) Applied Mathematics
10 31 (12.81%) Digital Media
11 23 (9.50%) Artificial Intelligence
12 22 (9.09%) Physics
13 17 (7.02%) Social Network
14 12 (4.96%) Psychology
15 11 (4.55%) Chemistry
15 11 (4.55%) Informatics
16 9 (3.72%) Data Integration
16 9 (3.72%) Reference Data
17 6 (2.48%) Management Information System
17 6 (2.48%) Performance Metrics
Operating Systems
1 11 (4.55%) Linux
2 9 (3.72%) UNIX
3 2 (0.83%) Windows
Processes & Methodologies
1 188 (77.69%) Analytics
2 90 (37.19%) Data Analysis
3 75 (30.99%) Data Management
4 66 (27.27%) Data Modelling
5 51 (21.07%) Cluster Analysis
6 47 (19.42%) Statistical Analysis
7 44 (18.18%) Logistic Regression
8 42 (17.36%) Factor Analysis
9 39 (16.12%) Statistical Modelling
9 39 (16.12%) Business Intelligence
10 35 (14.46%) Data Analytics
11 34 (14.05%) Bayesian Methods
12 32 (13.22%) Time Series Analysis
13 31 (12.81%) Structural Equation Modelling
13 31 (12.81%) Markov Chain
14 28 (11.57%) Machine Learning
14 28 (11.57%) Econometrics
15 27 (11.16%) Business Analysis
15 27 (11.16%) Customer Segmentation
15 27 (11.16%) Marketing Analytics
Programming Languages
1 185 (76.45%) SQL
2 91 (37.60%) R
3 90 (37.19%) Python
4 69 (28.51%) Java
5 65 (26.86%) MATLAB
6 62 (25.62%) C++
7 19 (7.85%) Ruby
8 16 (6.61%) C#
9 15 (6.20%) Clojure
10 13 (5.37%) VBA
11 12 (4.96%) PHP
12 11 (4.55%) VB
13 8 (3.31%) T-SQL
14 5 (2.07%) Perl
14 5 (2.07%) C
15 3 (1.24%) SAS Macro
16 2 (0.83%) PL/SQL
16 2 (0.83%) VB.NET
16 2 (0.83%) Shell Script
16 2 (0.83%) Scala
Qualifications
1 119 (49.17%) Degree
2 48 (19.83%) PhD
3 1 (0.41%) MBA
3 1 (0.41%) PMI Certification
Quality Assurance & Compliance
1 1 (0.41%) CRD IV
1 1 (0.41%) QA
1 1 (0.41%) Basel II
System Software
1 11 (4.55%) HDFS
2 2 (0.83%) Apache Flume
3 1 (0.41%) Docker
3 1 (0.41%) vSphere
Systems Management
1 2 (0.83%) Oozie
Vendors
1 27 (11.16%) Tableau
2 17 (7.02%) Oracle
3 7 (2.89%) IBM
3 7 (2.89%) Microsoft
4 5 (2.07%) SmartFocus
4 5 (2.07%) Minitab
4 5 (2.07%) Teradata
5 4 (1.65%) Greenplum
5 4 (1.65%) MapR
5 4 (1.65%) Talend
5 4 (1.65%) Hortonworks
5 4 (1.65%) Cloudera
6 3 (1.24%) Informatica
6 3 (1.24%) MicroStrategy
7 2 (0.83%) Cognos
7 2 (0.83%) Google
7 2 (0.83%) Netezza
8 1 (0.41%) Omniture
8 1 (0.41%) Aprimo
8 1 (0.41%) Unica
London
Parallel Consulting
Salary: £55000 - £70000 per annum + bonus, pension, excellent benefits
Posted: 8 hours ago
London
Hays IT - Uk Posting account
Salary: £70000.00 - £90000.00 per annum + Bonus and Benefits
Posted: 4 days ago
West Yorkshire
The Bridge Ltd
Salary: From £25,000 to £30,000 per annum + benefits
Posted: 5 days ago
Hatfield, Hertfordshire
Opus Recruitment Solutions Ltd
Salary: £55000 to £65000 per annum - Benefits & Bonus
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 5 days ago
London
Computer Futures
Salary: £60000 - £75000 per annum + Double OTE
Posted: 27 days ago