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 29 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Jan 2015
Same period 2014 Same period 2013
Predictive Modeling
Rank 281 305 313
Rank change year-on-year
+24 +8
Permanent jobs citing Predictive Modelling 23 8 2
As % of all permanent IT jobs located in the City of London 0.23% 0.076% 0.018%
As % of the Processes & Methodologies category 0.28% 0.091% 0.023%
Number of salaries quoted 21 8 2
Average salary £37,500 £77,500 £73,750
Average salary % change year-on-year
-51.61% +5.08%
90% offered a salary of more than £35,000 £51,250 £66,750
10% offered a salary of more than £72,500 £95,000 £80,750
UK excluding London average salary £42,900 £42,887 £40,000
% change year-on-year
+0.03% +7.21%
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
8278 8754 8759
As % of all permanent IT jobs located in the City of London 81.77% 83.20% 80.17%
Number of salaries quoted 7145 7423 7857
Average salary £57,500 £57,500 £55,000
Average salary % change year-on-year
- +4.54%
90% offered a salary of more than £39,500 £37,500 £36,000
10% offered a salary of more than £82,500 £79,400 £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 29 January 2015.

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 29 January 2015, 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 39 (82.98%) SQL
2 33 (70.21%) Data Analysis
3 32 (68.09%) Analytics
4 26 (55.32%) Data Mining
4 26 (55.32%) Relational Database
5 25 (53.19%) SAS
6 24 (51.06%) Finance
6 24 (51.06%) Banking
7 23 (48.94%) Algorithms
8 22 (46.81%) Visualisation
9 20 (42.55%) SPSS
10 19 (40.43%) Neural Network
10 19 (40.43%) Machine Learning
10 19 (40.43%) Statistical Analysis
10 19 (40.43%) Statistics
10 19 (40.43%) Degree
11 18 (38.30%) Mathematics
12 16 (34.04%) SQL Server Reporting Services
13 15 (31.91%) Data Modelling
13 15 (31.91%) SQL Server
13 15 (31.91%) QlikView
13 15 (31.91%) Tableau
14 14 (29.79%) Data Analytics
14 14 (29.79%) Investment Management
15 13 (27.66%) Hadoop
15 13 (27.66%) ASP.NET
15 13 (27.66%) .NET
15 13 (27.66%) Python
15 13 (27.66%) MVC
16 11 (23.40%) R

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

For the 6 months to 29 January 2015, 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 25 (53.19%) SAS
2 7 (14.89%) Apache Pig
2 7 (14.89%) IIS
3 1 (2.13%) Elasticsearch
3 1 (2.13%) Apache Spark
Applications
1 20 (42.55%) SPSS
2 5 (10.64%) CPLEX
3 2 (4.26%) MS Excel
4 1 (2.13%) Weka
Database & Business Intelligence
1 26 (55.32%) Data Mining
1 26 (55.32%) Relational Database
2 16 (34.04%) SQL Server Reporting Services
3 15 (31.91%) SQL Server
3 15 (31.91%) QlikView
4 13 (27.66%) Hadoop
5 11 (23.40%) Big Data
6 5 (10.64%) Data Warehouse
7 3 (6.38%) Mahout
7 3 (6.38%) Impala
7 3 (6.38%) SQL Server Integration Services
7 3 (6.38%) SAS Enterprise Miner
7 3 (6.38%) Oracle Database
8 2 (4.26%) SQL Server 2008
8 2 (4.26%) SQL Server Analysis Services
8 2 (4.26%) SQL Server 2005
8 2 (4.26%) Oracle ODI
8 2 (4.26%) Apache Hive
8 2 (4.26%) Apache Cassandra
8 2 (4.26%) OLAP
Development Applications
1 1 (2.13%) Talend Open Studio
General
1 24 (51.06%) Finance
1 24 (51.06%) Banking
2 6 (12.77%) Retail
3 1 (2.13%) Financial Institution
3 1 (2.13%) Games
3 1 (2.13%) Marketing
Job Titles
1 31 (65.96%) Analyst
2 20 (42.55%) Data Analyst
3 16 (34.04%) Developer
4 11 (23.40%) Data Scientist
5 10 (21.28%) Analyst Developer
6 6 (12.77%) Database Developer
6 6 (12.77%) Database Analyst
7 5 (10.64%) MI Analyst
8 4 (8.51%) Graduate
8 4 (8.51%) Graduate Developer
9 3 (6.38%) Senior Analyst
9 3 (6.38%) Business Intelligence Developer
9 3 (6.38%) Graduate Data Analyst
10 2 (4.26%) NHS Information Analyst
10 2 (4.26%) Senior Information Analyst
10 2 (4.26%) Information Analyst
10 2 (4.26%) Data Modeller
11 1 (2.13%) Senior Data Analyst
11 1 (2.13%) Developer Analyst
11 1 (2.13%) .NET Developer
Libraries, Frameworks & Software Standards
1 13 (27.66%) ASP.NET
1 13 (27.66%) .NET
2 10 (21.28%) ASP.NET MVC
3 7 (14.89%) jQuery
3 7 (14.89%) Ajax
4 6 (12.77%) Razor View Engine
4 6 (12.77%) JSON
5 2 (4.26%) MDX
6 1 (2.13%) SciPy
6 1 (2.13%) Pandas
Miscellaneous
1 23 (48.94%) Algorithms
2 22 (46.81%) Visualisation
3 19 (40.43%) Neural Network
3 19 (40.43%) Statistics
4 18 (38.30%) Mathematics
5 9 (19.15%) Economics
6 8 (17.02%) Computer Science
7 7 (14.89%) Applied Mathematics
7 7 (14.89%) Analytical Skills
8 6 (12.77%) Psychology
9 5 (10.64%) Informatics
9 5 (10.64%) Physics
9 5 (10.64%) Chemistry
9 5 (10.64%) Digital Media
9 5 (10.64%) Artificial Intelligence
10 2 (4.26%) NHS
11 1 (2.13%) Credit Risk
11 1 (2.13%) Reference Data
Operating Systems
1 1 (2.13%) Linux
Processes & Methodologies
1 33 (70.21%) Data Analysis
2 32 (68.09%) Analytics
3 19 (40.43%) Machine Learning
3 19 (40.43%) Statistical Analysis
4 15 (31.91%) Data Modelling
5 14 (29.79%) Data Analytics
5 14 (29.79%) Investment Management
6 13 (27.66%) MVC
7 6 (12.77%) Business Intelligence
7 6 (12.77%) Econometrics
8 5 (10.64%) Business Analysis
8 5 (10.64%) Monte Carlo Method
8 5 (10.64%) Logistic Regression
8 5 (10.64%) Cluster Analysis
8 5 (10.64%) Biostatistics
8 5 (10.64%) Bioinformatics
8 5 (10.64%) ETL
8 5 (10.64%) Linear Regression
8 5 (10.64%) Database Theory
8 5 (10.64%) Relational Database Theory
Programming Languages
1 39 (82.98%) SQL
2 13 (27.66%) Python
3 11 (23.40%) R
4 10 (21.28%) Java
5 9 (19.15%) C++
5 9 (19.15%) T-SQL
6 8 (17.02%) MATLAB
7 6 (12.77%) Ruby
8 5 (10.64%) Clojure
9 2 (4.26%) C#
10 1 (2.13%) C
10 1 (2.13%) SAS Macro
Qualifications
1 19 (40.43%) Degree
2 6 (12.77%) PhD
Vendors
1 15 (31.91%) Tableau
2 4 (8.51%) Oracle
3 3 (6.38%) Teradata
3 3 (6.38%) Informatica
4 2 (4.26%) Microsoft
5 1 (2.13%) Sybase
5 1 (2.13%) MicroStrategy
5 1 (2.13%) Talend
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