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 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Predictive Modeling
Rank 515 587 583
Rank change year-on-year
+72 -4
Permanent jobs citing Predictive Modelling 97 49 42
As % of all permanent IT jobs located in London 0.22% 0.11% 0.088%
As % of the Processes & Methodologies category 0.26% 0.13% 0.11%
Number of salaries quoted 75 42 32
Average salary £65,000 £60,000 £62,000
Average salary % change year-on-year
+8.33% -3.22%
90% offered a salary of more than £38,500 £42,500 £31,850
10% offered a salary of more than £78,000 £95,000 £100,000
UK excluding London average salary £44,000 £37,500 £37,500
% change year-on-year
+17.33% -
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
36789 37941 39275
As % of all permanent IT jobs located in London 83.07% 83.56% 82.04%
Number of salaries quoted 31104 30830 33501
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 19 December 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 19 December 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 +54 27 £67,750 -28.68% 9
Hounslow - 4 - -
Romford - 2 £65,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 19 December 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.

1 150 (87.21%) SQL
2 112 (65.12%) Analytics
3 85 (49.42%) SAS
4 83 (48.26%) Analytical Skills
5 82 (47.67%) Finance
6 76 (44.19%) Data Mining
7 70 (40.70%) Data Analysis
8 67 (38.95%) Visualisation
9 60 (34.88%) SPSS
10 59 (34.30%) Big Data
11 58 (33.72%) Degree
12 54 (31.40%) Python
13 53 (30.81%) R
14 51 (29.65%) Mathematics
14 51 (29.65%) Data Modelling
14 51 (29.65%) Hadoop
15 49 (28.49%) Statistics
16 48 (27.91%) Relational Database
17 47 (27.33%) Business Intelligence
18 45 (26.16%) Algorithms
19 42 (24.42%) Java
19 42 (24.42%) SQL Server Reporting Services
20 41 (23.84%) QlikView
21 39 (22.67%) MATLAB
22 38 (22.09%) Computer Science
23 37 (21.51%) C++
24 36 (20.93%) Retail
24 36 (20.93%) Data Management
24 36 (20.93%) Statistical Analysis
25 33 (19.19%) Data Warehouse

Predictive Modelling
Top Related IT Skills in London by Category

For the 6 months to 19 December 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 85 (49.42%) SAS
2 26 (15.12%) Apache Pig
3 8 (4.65%) SharePoint
4 6 (3.49%) IIS
5 3 (1.74%) Apache Spark
6 2 (1.16%) Apache
7 1 (0.58%) Elasticsearch
Applications
1 60 (34.88%) SPSS
2 15 (8.72%) CPLEX
3 8 (4.65%) MS Excel
4 3 (1.74%) MS Office
4 3 (1.74%) Stata
4 3 (1.74%) MS PowerPoint
4 3 (1.74%) PowerPivot
4 3 (1.74%) Gephi
5 1 (0.58%) Weka
Business Applications
1 2 (1.16%) SAP InfiniteInsight
1 2 (1.16%) Google Analytics
Cloud Services
1 2 (1.16%) Amazon EMR
Communications & Networking
1 2 (1.16%) Broadband
Database & Business Intelligence
1 76 (44.19%) Data Mining
2 59 (34.30%) Big Data
3 51 (29.65%) Hadoop
4 48 (27.91%) Relational Database
5 42 (24.42%) SQL Server Reporting Services
6 41 (23.84%) QlikView
7 33 (19.19%) Data Warehouse
8 32 (18.60%) SQL Server Integration Services
9 25 (14.53%) SQL Server
10 16 (9.30%) SAS Enterprise Miner
11 15 (8.72%) Apache Hive
12 8 (4.65%) HBase
13 7 (4.07%) Mahout
14 6 (3.49%) Apache Cassandra
14 6 (3.49%) NoSQL
15 5 (2.91%) MongoDB
15 5 (2.91%) Impala
16 3 (1.74%) Oracle Database
16 3 (1.74%) IBM InfoSphere
16 3 (1.74%) CouchDB
Development Applications
1 3 (1.74%) Talend Open Studio
General
1 82 (47.67%) Finance
2 36 (20.93%) Retail
3 30 (17.44%) Marketing
4 21 (12.21%) Banking
5 6 (3.49%) Games
6 5 (2.91%) Telecoms
7 4 (2.33%) Financial Institution
8 1 (0.58%) Pharmaceutical
8 1 (0.58%) Publishing
8 1 (0.58%) Investment Banking
Job Titles
1 55 (31.98%) Data Scientist
2 49 (28.49%) Analyst
3 41 (23.84%) Developer
4 30 (17.44%) Data Analyst
5 27 (15.70%) Business Intelligence Developer
6 21 (12.21%) Senior Developer
7 20 (11.63%) Senior Business Intelligence Developer
8 18 (10.47%) Business Developer
9 15 (8.72%) Graduate
10 8 (4.65%) Insight Analyst
11 7 (4.07%) Architect
12 6 (3.49%) Consultant
13 5 (2.91%) Data Architect
13 5 (2.91%) Senior Analyst
14 4 (2.33%) Graduate Developer
15 3 (1.74%) SAS Consultant
15 3 (1.74%) SQL Developer
15 3 (1.74%) Data Modeller
15 3 (1.74%) Senior SAS Consultant
15 3 (1.74%) MI Analyst
Libraries, Frameworks & Software Standards
1 11 (6.40%) .NET
1 11 (6.40%) ASP.NET
2 7 (4.07%) JSON
3 6 (3.49%) jQuery
3 6 (3.49%) Ajax
4 5 (2.91%) ASP.NET MVC
4 5 (2.91%) Natural Language Processing
4 5 (2.91%) Razor View Engine
5 3 (1.74%) CGI
6 2 (1.16%) HTML
6 2 (1.16%) MDX
6 2 (1.16%) JDBC
6 2 (1.16%) SOAP
6 2 (1.16%) Web Services
6 2 (1.16%) XML
6 2 (1.16%) ODBC
6 2 (1.16%) RHadoop
6 2 (1.16%) HTML5
6 2 (1.16%) REST
7 1 (0.58%) SciPy
Miscellaneous
1 83 (48.26%) Analytical Skills
2 67 (38.95%) Visualisation
3 51 (29.65%) Mathematics
4 49 (28.49%) Statistics
5 45 (26.16%) Algorithms
6 38 (22.09%) Computer Science
7 33 (19.19%) Neural Network
8 27 (15.70%) Economics
9 21 (12.21%) Artificial Intelligence
9 21 (12.21%) Applied Mathematics
9 21 (12.21%) Digital Media
10 17 (9.88%) Physics
11 12 (6.98%) Psychology
12 11 (6.40%) Chemistry
12 11 (6.40%) Social Network
12 11 (6.40%) Informatics
13 8 (4.65%) Reference Data
14 5 (2.91%) Data Integration
14 5 (2.91%) Management Information System
15 3 (1.74%) Performance Metrics
Operating Systems
1 5 (2.91%) Linux
2 4 (2.33%) UNIX
3 2 (1.16%) Windows
Processes & Methodologies
1 112 (65.12%) Analytics
2 70 (40.70%) Data Analysis
3 51 (29.65%) Data Modelling
4 47 (27.33%) Business Intelligence
5 36 (20.93%) Data Management
5 36 (20.93%) Statistical Analysis
6 29 (16.86%) Machine Learning
7 24 (13.95%) Data Cleansing
7 24 (13.95%) Reverse Engineering
8 23 (13.37%) Data Analytics
8 23 (13.37%) ETL
9 21 (12.21%) Cluster Analysis
10 19 (11.05%) Logistic Regression
10 19 (11.05%) CRM
11 18 (10.47%) Factor Analysis
12 17 (9.88%) Business Analysis
12 17 (9.88%) Econometrics
13 16 (9.30%) Bayesian Methods
13 16 (9.30%) Linear Regression
14 15 (8.72%) Database Theory
Programming Languages
1 150 (87.21%) SQL
2 54 (31.40%) Python
3 53 (30.81%) R
4 42 (24.42%) Java
5 39 (22.67%) MATLAB
6 37 (21.51%) C++
7 19 (11.05%) C#
8 14 (8.14%) Ruby
9 11 (6.40%) Clojure
10 8 (4.65%) VB
10 8 (4.65%) PHP
11 7 (4.07%) T-SQL
12 5 (2.91%) C
13 4 (2.33%) VBA
14 3 (1.74%) HiveQL
15 2 (1.16%) Shell Script
15 2 (1.16%) Perl
16 1 (0.58%) SAS Macro
16 1 (0.58%) Scala
Qualifications
1 58 (33.72%) Degree
2 26 (15.12%) PhD
3 2 (1.16%) MBA
3 2 (1.16%) HNC
3 2 (1.16%) HND
System Software
1 5 (2.91%) HDFS
Vendors
1 21 (12.21%) Tableau
2 16 (9.30%) Oracle
3 14 (8.14%) Teradata
4 9 (5.23%) Omniture
4 9 (5.23%) IBM
5 8 (4.65%) Business Objects
6 7 (4.07%) Adobe
7 4 (2.33%) Microsoft
8 3 (1.74%) Informatica
8 3 (1.74%) Talend
8 3 (1.74%) Hortonworks
8 3 (1.74%) Cloudera
8 3 (1.74%) MapR
8 3 (1.74%) Greenplum
9 2 (1.16%) Google
9 2 (1.16%) Netezza
9 2 (1.16%) Aprimo
9 2 (1.16%) MicroStrategy
10 1 (0.58%) Cognizant
10 1 (0.58%) Sybase
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