The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the London region. Included is a guide to the average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 31 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Oct 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 551 588 597
Rank change year-on-year
+37 +9
Permanent jobs citing Predictive Modelling 68 45 47
As % of all permanent IT jobs located in London 0.15% 0.099% 0.099%
As % of the Processes & Methodologies category 0.18% 0.12% 0.12%
Number of salaries quoted 55 43 33
Average salary £65,000 £52,500 £60,000
Average salary % change year-on-year
+23.80% -12.50%
90% offered a salary of more than £43,500 £42,500 £34,200
10% offered a salary of more than £80,000 £77,000 £75,000
UK excluding London average salary £34,375 £37,500 £37,500
% change year-on-year
-8.33% -
Predictive Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
37622 37955 38786
As % of all permanent IT jobs located in London 83.32% 83.48% 81.38%
Number of salaries quoted 31370 31574 32975
Average salary £55,000 £55,000 £54,500
Average salary % change year-on-year
- +0.91%
90% offered a salary of more than £37,500 £37,000 £35,000
10% offered a salary of more than £80,000 £80,000 £80,000
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 London

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

Predictive Modelling Jobs Demand Trend in London

Predictive Modelling
Salary Trend in London

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

Predictive Modelling Salary Trend in London

Predictive Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the London region over the 3 months to 31 October 2014.

Predictive Modelling Salary Histogram in London

Predictive Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Predictive Modelling within the London region over the 3 months to 31 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
City of London +52 24 £68,000 +13.33% 2
Romford - 1 £65,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 31 October 2014, IT jobs across the London 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.

1 153 (80.53%) SQL
1 153 (80.53%) Analytics
2 111 (58.42%) SAS
3 91 (47.89%) SPSS
4 89 (46.84%) Degree
5 87 (45.79%) Data Mining
6 85 (44.74%) Big Data
7 82 (43.16%) R
7 82 (43.16%) Python
8 80 (42.11%) Analytical Skills
9 78 (41.05%) Visualisation
10 75 (39.47%) Statistics
10 75 (39.47%) Data Analysis
11 73 (38.42%) Finance
11 73 (38.42%) Mathematics
11 73 (38.42%) Algorithms
12 67 (35.26%) Hadoop
13 61 (32.11%) Data Management
13 61 (32.11%) Data Modelling
14 60 (31.58%) MATLAB
14 60 (31.58%) Java
14 60 (31.58%) Relational Database
15 59 (31.05%) Neural Network
16 57 (30.00%) C++
17 53 (27.89%) Economics
18 47 (24.74%) Retail
18 47 (24.74%) Computer Science
19 44 (23.16%) PhD
20 42 (22.11%) Cluster Analysis
21 40 (21.05%) Logistic Regression

Predictive Modelling
Top Related IT Skills in London by Category

For the 6 months to 31 October 2014, IT jobs across the London 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
1 111 (58.42%) SAS
2 29 (15.26%) Apache Pig
3 7 (3.68%) Apache
4 2 (1.05%) IIS
5 1 (0.53%) Elasticsearch
5 1 (0.53%) Apache Spark
Applications
1 91 (47.89%) SPSS
2 30 (15.79%) CPLEX
3 4 (2.11%) MS PowerPoint
3 4 (2.11%) MS Excel
4 3 (1.58%) MS Office
5 2 (1.05%) Mathematica
6 1 (0.53%) Weka
Business Applications
1 1 (0.53%) SAP InfiniteInsight
Cloud Services
1 7 (3.68%) Amazon EMR
2 1 (0.53%) Amazon EC2
2 1 (0.53%) Amazon AWS
Database & Business Intelligence
1 87 (45.79%) Data Mining
2 85 (44.74%) Big Data
3 67 (35.26%) Hadoop
4 60 (31.58%) Relational Database
5 35 (18.42%) QlikView
6 30 (15.79%) Data Warehouse
7 23 (12.11%) Apache Hive
8 21 (11.05%) SQL Server Reporting Services
9 18 (9.47%) Mahout
10 17 (8.95%) SQL Server Integration Services
11 13 (6.84%) HBase
12 10 (5.26%) Impala
13 9 (4.74%) SAS Enterprise Miner
13 9 (4.74%) Apache Cassandra
14 6 (3.16%) Oracle Database
15 5 (2.63%) Text Mining
15 5 (2.63%) SQL Server
16 3 (1.58%) MongoDB
16 3 (1.58%) CouchDB
16 3 (1.58%) IBM InfoSphere
Development Applications
1 3 (1.58%) Talend Open Studio
General
1 73 (38.42%) Finance
2 47 (24.74%) Retail
3 36 (18.95%) Marketing
4 12 (6.32%) Banking
5 7 (3.68%) Games
6 2 (1.05%) Legal
6 2 (1.05%) Publishing
6 2 (1.05%) Telecoms
7 1 (0.53%) Pharmaceutical
7 1 (0.53%) Investment Banking
Job Titles
1 86 (45.26%) Data Scientist
2 33 (17.37%) Analyst
3 29 (15.26%) Developer
4 25 (13.16%) Consultant
4 25 (13.16%) Data Analyst
5 18 (9.47%) Senior Developer
6 12 (6.32%) Graduate
7 11 (5.79%) Business Intelligence Developer
8 10 (5.26%) Marketing Consultant
9 8 (4.21%) Senior Business Intelligence Developer
9 8 (4.21%) Architect
10 7 (3.68%) Business Developer
11 6 (3.16%) Data Architect
11 6 (3.16%) Senior Consultant
11 6 (3.16%) Big Data Developer
12 4 (2.11%) Senior Analyst
12 4 (2.11%) Senior Big Data Developer
13 3 (1.58%) .NET Developer
13 3 (1.58%) Research Manager
13 3 (1.58%) SAS Consultant
Libraries, Frameworks & Software Standards
1 9 (4.74%) JSON
2 8 (4.21%) Natural Language Processing
3 7 (3.68%) REST
3 7 (3.68%) JDBC
3 7 (3.68%) SOAP
3 7 (3.68%) XML
3 7 (3.68%) ODBC
4 4 (2.11%) .NET
4 4 (2.11%) ASP.NET
5 3 (1.58%) CGI
6 2 (1.05%) Ajax
6 2 (1.05%) Web Services
6 2 (1.05%) HTML
6 2 (1.05%) Razor View Engine
6 2 (1.05%) jQuery
6 2 (1.05%) ASP.NET MVC
6 2 (1.05%) HTML5
7 1 (0.53%) SciPy
7 1 (0.53%) Pandas
Miscellaneous
1 80 (42.11%) Analytical Skills
2 78 (41.05%) Visualisation
3 75 (39.47%) Statistics
4 73 (38.42%) Mathematics
4 73 (38.42%) Algorithms
5 59 (31.05%) Neural Network
6 53 (27.89%) Economics
7 47 (24.74%) Computer Science
8 33 (17.37%) Applied Mathematics
9 31 (16.32%) Digital Media
10 20 (10.53%) Artificial Intelligence
11 16 (8.42%) Physics
12 14 (7.37%) Social Network
13 12 (6.32%) Psychology
14 11 (5.79%) Chemistry
14 11 (5.79%) Informatics
15 9 (4.74%) Reference Data
15 9 (4.74%) Data Integration
16 5 (2.63%) Performance Metrics
17 3 (1.58%) Management Information System
Operating Systems
1 10 (5.26%) Linux
2 9 (4.74%) UNIX
3 2 (1.05%) Windows
Processes & Methodologies
1 153 (80.53%) Analytics
2 75 (39.47%) Data Analysis
3 61 (32.11%) Data Management
3 61 (32.11%) Data Modelling
4 42 (22.11%) Cluster Analysis
5 40 (21.05%) Logistic Regression
6 39 (20.53%) Factor Analysis
7 36 (18.95%) Statistical Analysis
8 32 (16.84%) Bayesian Methods
9 31 (16.32%) Data Analytics
10 30 (15.79%) Time Series Analysis
10 30 (15.79%) Markov Chain
10 30 (15.79%) Structural Equation Modelling
11 28 (14.74%) Linear Regression
12 27 (14.21%) Machine Learning
12 27 (14.21%) Business Analysis
13 25 (13.16%) Econometrics
13 25 (13.16%) ETL
13 25 (13.16%) Business Intelligence
14 23 (12.11%) Agile Software Development
Programming Languages
1 153 (80.53%) SQL
2 82 (43.16%) Python
2 82 (43.16%) R
3 60 (31.58%) MATLAB
3 60 (31.58%) Java
4 57 (30.00%) C++
5 17 (8.95%) Ruby
6 14 (7.37%) Clojure
7 12 (6.32%) C#
8 11 (5.79%) VBA
9 9 (4.74%) VB
9 9 (4.74%) PHP
10 4 (2.11%) Perl
11 3 (1.58%) C
12 2 (1.05%) T-SQL
12 2 (1.05%) Shell Script
13 1 (0.53%) SAS Macro
13 1 (0.53%) Scala
Qualifications
1 89 (46.84%) Degree
2 44 (23.16%) PhD
3 1 (0.53%) PMI Certification
3 1 (0.53%) MBA
System Software
1 10 (5.26%) HDFS
2 2 (1.05%) Apache Flume
Systems Management
1 2 (1.05%) Oozie
Vendors
1 24 (12.63%) Tableau
2 13 (6.84%) Oracle
3 6 (3.16%) IBM
4 5 (2.63%) Teradata
5 3 (1.58%) Talend
5 3 (1.58%) Hortonworks
5 3 (1.58%) Cloudera
5 3 (1.58%) MapR
5 3 (1.58%) Informatica
5 3 (1.58%) Greenplum
6 2 (1.05%) MicroStrategy
6 2 (1.05%) Netezza
7 1 (0.53%) Aprimo
7 1 (0.53%) Unica
7 1 (0.53%) Microsoft
7 1 (0.53%) Cognizant
7 1 (0.53%) Sybase
London
Coal IT Services
Salary: Up to £70,000 per annum
Posted: 14 hours ago
London
Big Wednesday Digital Ltd
Posted: 17 hours ago
London
Verticality Ltd
Salary: DOE
Posted: 19 hours ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 2 days ago
Central London / West End
House of Fraser
Posted: 2 days ago
City of London
Churchill Frank
Salary: £50000 - £65000 per annum + Benefits
Posted: 2 days ago
London
Hays IT - Uk Posting account
Salary: £70000.00 - £90000.00 per annum + Bonus and Benefits
Posted: 13 days ago