The table below looks at the statistics for Statistical 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 Statistical 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
Statistical Modeling
Rank 512 569 549
Rank change year-on-year
+57 -20
Permanent jobs citing Statistical Modelling 100 67 76
As % of all permanent IT jobs located in London 0.23% 0.15% 0.16%
As % of the Processes & Methodologies category 0.27% 0.18% 0.19%
Number of salaries quoted 91 57 64
Average salary £52,500 £47,500 £52,500
Average salary % change year-on-year
+10.52% -9.52%
90% offered a salary of more than £40,000 £36,500 £38,950
10% offered a salary of more than £85,000 £73,500 £100,000
UK excluding London average salary £45,000 £50,000 £37,500
% change year-on-year
-10.00% +33.33%
Statistical 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%

Statistical Modelling
Jobs Demand Trend in London

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

Statistical Modelling Jobs Demand Trend in London

Statistical Modelling
Salary Trend in London

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

Statistical Modelling Salary Trend in London

Statistical Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the London region over the 3 months to 19 December 2014.

Statistical Modelling Salary Histogram in London

Statistical 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 Statistical 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 +42 15 £45,000 -28.00% 5
Canary Wharf - 1 £80,000 -
Brentford - 1 £70,000 -
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 19 December 2014, IT jobs across the London region citing Statistical 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 Statistical Modelling.

1 97 (57.06%) Analytics
2 78 (45.88%) SAS
3 76 (44.71%) Marketing
4 68 (40.00%) SQL
5 58 (34.12%) Degree
6 55 (32.35%) SPSS
7 54 (31.76%) R
8 53 (31.18%) Mathematics
9 52 (30.59%) Finance
9 52 (30.59%) Python
10 51 (30.00%) Statistics
11 50 (29.41%) Analytical Skills
12 47 (27.65%) Data Mining
13 41 (24.12%) Big Data
14 38 (22.35%) Algorithms
14 38 (22.35%) PhD
15 32 (18.82%) Economics
15 32 (18.82%) Computer Science
15 32 (18.82%) Machine Learning
16 28 (16.47%) Data Analysis
16 28 (16.47%) Hadoop
17 27 (15.88%) Business Intelligence
17 27 (15.88%) Customer Insight
18 26 (15.29%) Statistical Analysis
19 22 (12.94%) CHAID
19 22 (12.94%) Visualisation
19 22 (12.94%) Retail
20 20 (11.76%) C++
21 19 (11.18%) Logistic Regression
22 18 (10.59%) Operations Research

Statistical Modelling
Top Related IT Skills in London by Category

For the 6 months to 19 December 2014, IT jobs across the London region citing Statistical 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 Statistical Modelling. Up to 20 skills are shown per category.

Application Platforms
1 78 (45.88%) SAS
2 13 (7.65%) Apache Pig
3 6 (3.53%) CMS
3 6 (3.53%) Oracle Coherence
4 2 (1.18%) Apache Spark
5 1 (0.59%) Elasticsearch
Applications
1 55 (32.35%) SPSS
2 16 (9.41%) MS Excel
3 7 (4.12%) Stata
4 6 (3.53%) MS Office
5 5 (2.94%) MS PowerPoint
6 4 (2.35%) FastStats
7 3 (1.76%) Gephi
8 1 (0.59%) EViews
Business Applications
1 11 (6.47%) Google Analytics
2 5 (2.94%) WebTrends
3 4 (2.35%) SAP InfiniteInsight
4 3 (1.76%) SiteCatalyst
5 1 (0.59%) Dynamics CRM
Communications & Networking
1 3 (1.76%) Broadband
Database & Business Intelligence
1 47 (27.65%) Data Mining
2 41 (24.12%) Big Data
3 28 (16.47%) Hadoop
4 17 (10.00%) SAS Enterprise Miner
4 17 (10.00%) Base SAS
5 8 (4.71%) Clementine
5 8 (4.71%) Apache Hive
6 7 (4.12%) SQL Server
7 6 (3.53%) Data Warehouse
7 6 (3.53%) QlikView
8 5 (2.94%) Relational Database
9 4 (2.35%) SQL Server Reporting Services
9 4 (2.35%) HBase
9 4 (2.35%) MongoDB
9 4 (2.35%) SAS Enterprise Guide
9 4 (2.35%) OLAP
9 4 (2.35%) MS Access
10 3 (1.76%) MySQL
10 3 (1.76%) SQL Server Analysis Services
10 3 (1.76%) SQL Server Integration Services
Development Applications
1 2 (1.18%) Talend Open Studio
General
1 76 (44.71%) Marketing
2 52 (30.59%) Finance
3 22 (12.94%) Retail
4 8 (4.71%) Telecoms
5 7 (4.12%) Games
6 5 (2.94%) Banking
7 4 (2.35%) Pharmaceutical
7 4 (2.35%) Financial Institution
8 3 (1.76%) Law
8 3 (1.76%) Advertising
9 2 (1.18%) Corporate Banking
10 1 (0.59%) Retail Banking
10 1 (0.59%) Publishing
10 1 (0.59%) Legal
10 1 (0.59%) Front Office
Job Titles
1 70 (41.18%) Analyst
2 37 (21.76%) Data Scientist
3 30 (17.65%) Data Analyst
4 24 (14.12%) Insight Analyst
5 19 (11.18%) Developer
6 18 (10.59%) Senior Analyst
7 14 (8.24%) SAS Analyst
8 13 (7.65%) Senior Insight Analyst
9 10 (5.88%) Statistician
9 10 (5.88%) Consultant
10 9 (5.29%) Senior SAS Analyst
10 9 (5.29%) SAS Insight Analyst
11 8 (4.71%) Data Modeller
12 7 (4.12%) C++ Developer
13 6 (3.53%) Python Developer
13 6 (3.53%) Senior Statistician
14 5 (2.94%) Senior Python Developer
14 5 (2.94%) Senior Consultant
14 5 (2.94%) Senior Developer
15 4 (2.35%) Fraud Analyst
Libraries, Frameworks & Software Standards
1 6 (3.53%) SciPy
1 6 (3.53%) NumPy
1 6 (3.53%) Pandas
2 4 (2.35%) Django
3 1 (0.59%) Web Services
3 1 (0.59%) XML
3 1 (0.59%) CGI
3 1 (0.59%) REST
3 1 (0.59%) AngularJS
3 1 (0.59%) Cascading
3 1 (0.59%) Pyramid
Miscellaneous
1 53 (31.18%) Mathematics
2 51 (30.00%) Statistics
3 50 (29.41%) Analytical Skills
4 38 (22.35%) Algorithms
5 32 (18.82%) Economics
5 32 (18.82%) Computer Science
6 22 (12.94%) Visualisation
7 18 (10.59%) Artificial Intelligence
8 11 (6.47%) Open Source
9 9 (5.29%) FMCG
10 7 (4.12%) Credit Risk
10 7 (4.12%) Neural Network
11 5 (2.94%) Hedge funds
12 3 (1.76%) Data Structures
12 3 (1.76%) Data Integration
12 3 (1.76%) Social Media
13 2 (1.18%) Physics
13 2 (1.18%) NHS
13 2 (1.18%) User Experience
14 1 (0.59%) Digital Media
Operating Systems
1 16 (9.41%) Linux
2 6 (3.53%) Windows
3 5 (2.94%) UNIX
Processes & Methodologies
1 97 (57.06%) Analytics
2 32 (18.82%) Machine Learning
3 28 (16.47%) Data Analysis
4 27 (15.88%) Business Intelligence
4 27 (15.88%) Customer Insight
5 26 (15.29%) Statistical Analysis
6 22 (12.94%) CHAID
7 19 (11.18%) Logistic Regression
8 18 (10.59%) Operations Research
8 18 (10.59%) Customer Segmentation
9 17 (10.00%) Predictive Analytics
10 14 (8.24%) Direct Marketing
10 14 (8.24%) Predictive Modelling
11 12 (7.06%) Marketing Strategy
11 12 (7.06%) Econometrics
11 12 (7.06%) OO
12 11 (6.47%) Web Analytics
13 10 (5.88%) CRM
13 10 (5.88%) Agile Software Development
13 10 (5.88%) Propensity Modelling
Programming Languages
1 68 (40.00%) SQL
2 54 (31.76%) R
3 52 (30.59%) Python
4 20 (11.76%) C++
5 18 (10.59%) Java
6 16 (9.41%) MATLAB
7 12 (7.06%) Scala
8 11 (6.47%) Ruby
9 10 (5.88%) VBA
10 6 (3.53%) C#
11 5 (2.94%) PHP
12 4 (2.35%) SAS Macro
12 4 (2.35%) C
13 3 (1.76%) JavaScript
13 3 (1.76%) HiveQL
14 2 (1.18%) Perl
15 1 (0.59%) T-SQL
15 1 (0.59%) F#
15 1 (0.59%) Haskell
15 1 (0.59%) Shell Script
Qualifications
1 58 (34.12%) Degree
2 38 (22.35%) PhD
3 2 (1.18%) Postgraduate
Quality Assurance & Compliance
1 2 (1.18%) QA
System Software
1 1 (0.59%) Apache Flume
Vendors
1 16 (9.41%) Oracle
1 16 (9.41%) Microsoft
2 11 (6.47%) IBM
2 11 (6.47%) Google
3 9 (5.29%) Tableau
4 4 (2.35%) Cognizant
4 4 (2.35%) BT
5 3 (1.76%) Business Objects
5 3 (1.76%) Omniture
6 2 (1.18%) Talend
6 2 (1.18%) Birst
6 2 (1.18%) SAP
6 2 (1.18%) Adobe
6 2 (1.18%) Informatica
6 2 (1.18%) Actimize
6 2 (1.18%) Teradata
7 1 (0.59%) Alterian
7 1 (0.59%) Netezza
7 1 (0.59%) Unica
7 1 (0.59%) SmartFocus
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