The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 24 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 288 322 322
Rank change year-on-year
+34 0
Permanent jobs citing Predictive Modelling 26 4 4
As % of all permanent IT jobs located in the City of London 0.24% 0.035% 0.035%
As % of the Processes & Methodologies category 0.30% 0.042% 0.043%
Number of salaries quoted 24 4 4
Average salary £66,250 £95,000 £62,500
Average salary % change year-on-year
-30.26% +52.00%
90% offered a salary of more than £35,750 £95,000 £51,250
10% offered a salary of more than £71,150 £95,000 £77,250
UK excluding London average salary £49,500 £37,800 £40,000
% change year-on-year
+30.95% -5.50%
Predictive Modelling
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
8782 9616 9205
As % of all permanent IT jobs located in the City of London 81.56% 82.98% 80.15%
Number of salaries quoted 7626 8204 8289
Average salary £57,500 £57,500 £55,000
Average salary % change year-on-year
- +4.54%
90% offered a salary of more than £38,695 £37,500 £35,500
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Predictive Modelling
Jobs Demand Trend in the City of London

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

Predictive Modelling Jobs Demand Trend in the City of London

Predictive Modelling
Salary Trend in the City of London

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

Predictive Modelling Salary Trend in the City of London

Predictive Modelling
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the City of London region over the 3 months to 24 December 2014.

Predictive Modelling Salary Histogram in the City of London

Predictive Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 24 December 2014, IT jobs across the City of 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 50 (89.29%) SQL
2 39 (69.64%) Analytics
3 38 (67.86%) Data Mining
3 38 (67.86%) Data Analysis
4 36 (64.29%) SAS
5 34 (60.71%) Visualisation
6 32 (57.14%) Finance
7 31 (55.36%) SPSS
7 31 (55.36%) Algorithms
8 30 (53.57%) Relational Database
9 27 (48.21%) Neural Network
10 25 (44.64%) Machine Learning
11 23 (41.07%) Statistics
12 22 (39.29%) Data Modelling
12 22 (39.29%) Big Data
13 21 (37.50%) Python
13 21 (37.50%) Degree
13 21 (37.50%) Hadoop
14 20 (35.71%) Mathematics
15 19 (33.93%) Statistical Analysis
15 19 (33.93%) QlikView
15 19 (33.93%) R
16 18 (32.14%) Banking
17 17 (30.36%) C++
17 17 (30.36%) Economics
18 16 (28.57%) Java
18 16 (28.57%) MATLAB
18 16 (28.57%) Digital Media
19 15 (26.79%) Applied Mathematics
19 15 (26.79%) Tableau

Predictive Modelling
Top Related IT Skills in the City of London by Category

For the 6 months to 24 December 2014, IT jobs across the City of 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 36 (64.29%) SAS
2 13 (23.21%) Apache Pig
3 3 (5.36%) IIS
4 1 (1.79%) Elasticsearch
4 1 (1.79%) Apache Spark
Applications
1 31 (55.36%) SPSS
2 13 (23.21%) CPLEX
3 2 (3.57%) MS Excel
4 1 (1.79%) Weka
Database & Business Intelligence
1 38 (67.86%) Data Mining
2 30 (53.57%) Relational Database
3 22 (39.29%) Big Data
4 21 (37.50%) Hadoop
5 19 (33.93%) QlikView
6 14 (25.00%) SQL Server Reporting Services
7 9 (16.07%) SQL Server
7 9 (16.07%) Data Warehouse
8 7 (12.50%) SQL Server Integration Services
9 3 (5.36%) Mahout
9 3 (5.36%) SAS Enterprise Miner
9 3 (5.36%) Impala
9 3 (5.36%) Oracle Database
10 2 (3.57%) SQL Server 2008
10 2 (3.57%) Apache Hive
10 2 (3.57%) Apache Cassandra
10 2 (3.57%) Oracle ODI
10 2 (3.57%) OLAP
10 2 (3.57%) SQL Server 2005
10 2 (3.57%) SQL Server Analysis Services
Development Applications
1 1 (1.79%) Talend Open Studio
General
1 32 (57.14%) Finance
2 18 (32.14%) Banking
3 14 (25.00%) Retail
4 1 (1.79%) Marketing
4 1 (1.79%) Games
4 1 (1.79%) Financial Institution
Job Titles
1 26 (46.43%) Analyst
2 22 (39.29%) Data Scientist
3 19 (33.93%) Data Analyst
4 11 (19.64%) Developer
5 4 (7.14%) Architect
5 4 (7.14%) Analyst Developer
5 4 (7.14%) Business Intelligence Developer
6 3 (5.36%) Senior Analyst
6 3 (5.36%) MI Analyst
6 3 (5.36%) Data Architect
7 2 (3.57%) Database Analyst
7 2 (3.57%) Graduate
7 2 (3.57%) Database Developer
7 2 (3.57%) Information Analyst
7 2 (3.57%) Data Modeller
7 2 (3.57%) NHS Information Analyst
7 2 (3.57%) Senior Information Analyst
7 2 (3.57%) Graduate Developer
8 1 (1.79%) Microsoft Developer
8 1 (1.79%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 7 (12.50%) .NET
1 7 (12.50%) ASP.NET
2 4 (7.14%) ASP.NET MVC
2 4 (7.14%) Natural Language Processing
3 3 (5.36%) Ajax
3 3 (5.36%) jQuery
4 2 (3.57%) JSON
4 2 (3.57%) MDX
4 2 (3.57%) Razor View Engine
5 1 (1.79%) Pandas
5 1 (1.79%) SciPy
Miscellaneous
1 34 (60.71%) Visualisation
2 31 (55.36%) Algorithms
3 27 (48.21%) Neural Network
4 23 (41.07%) Statistics
5 20 (35.71%) Mathematics
6 17 (30.36%) Economics
7 16 (28.57%) Digital Media
8 15 (26.79%) Applied Mathematics
9 14 (25.00%) Analytical Skills
9 14 (25.00%) Computer Science
10 12 (21.43%) Psychology
11 11 (19.64%) Informatics
11 11 (19.64%) Physics
11 11 (19.64%) Chemistry
11 11 (19.64%) Artificial Intelligence
12 5 (8.93%) Reference Data
13 2 (3.57%) NHS
14 1 (1.79%) Credit Risk
Operating Systems
1 1 (1.79%) Linux
Processes & Methodologies
1 39 (69.64%) Analytics
2 38 (67.86%) Data Analysis
3 25 (44.64%) Machine Learning
4 22 (39.29%) Data Modelling
5 19 (33.93%) Statistical Analysis
6 14 (25.00%) Investment Management
6 14 (25.00%) Data Analytics
7 13 (23.21%) Linear Regression
7 13 (23.21%) Database Theory
7 13 (23.21%) Relational Database Theory
7 13 (23.21%) Bayesian Methods
7 13 (23.21%) Time Series Analysis
7 13 (23.21%) Markov Chain
7 13 (23.21%) Factor Analysis
7 13 (23.21%) Structural Equation Modelling
7 13 (23.21%) Logistic Regression
7 13 (23.21%) Cluster Analysis
7 13 (23.21%) Business Analysis
8 12 (21.43%) Econometrics
9 11 (19.64%) Bioinformatics
Programming Languages
1 50 (89.29%) SQL
2 21 (37.50%) Python
3 19 (33.93%) R
4 17 (30.36%) C++
5 16 (28.57%) Java
5 16 (28.57%) MATLAB
6 12 (21.43%) Ruby
7 11 (19.64%) Clojure
8 5 (8.93%) T-SQL
9 2 (3.57%) C#
10 1 (1.79%) C
10 1 (1.79%) SAS Macro
Qualifications
1 21 (37.50%) Degree
2 14 (25.00%) PhD
Vendors
1 15 (26.79%) Tableau
2 4 (7.14%) Oracle
3 3 (5.36%) Informatica
3 3 (5.36%) Teradata
4 2 (3.57%) Microsoft
5 1 (1.79%) Talend
5 1 (1.79%) MicroStrategy
5 1 (1.79%) Sybase
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