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

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Statistical Modeling
Rank 491 524 569
Rank change year-on-year
+33 +45
Permanent jobs citing Statistical Modelling 123 89 55
As % of all permanent IT jobs located in London 0.30% 0.21% 0.12%
As % of the Processes & Methodologies category 0.36% 0.25% 0.15%
Number of salaries quoted 107 80 48
Average salary £55,000 £53,750 £50,000
Average salary % change year-on-year
+2.32% +7.50%
90% offered a salary of more than £40,000 £37,500 £35,700
10% offered a salary of more than £85,000 £75,000 £100,000
UK excluding London average salary £45,000 £46,250 £42,500
% change year-on-year
-2.70% +8.82%
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
34564 35451 36987
As % of all permanent IT jobs located in London 83.30% 83.91% 82.41%
Number of salaries quoted 29092 28666 31376
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 £77,500 £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 30 January 2015.

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 30 January 2015. 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 +9 15 £45,000 -16.27% 12
Canary Wharf - 1 £80,000 -
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 30 January 2015, 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.

1 107 (55.73%) Analytics
2 91 (47.40%) Marketing
3 90 (46.88%) SAS
4 80 (41.67%) R
5 75 (39.06%) SQL
6 70 (36.46%) Analytical Skills
7 68 (35.42%) Finance
8 65 (33.85%) Python
9 59 (30.73%) SPSS
9 59 (30.73%) Big Data
10 58 (30.21%) Degree
10 58 (30.21%) Data Mining
11 55 (28.65%) Statistics
12 53 (27.60%) Mathematics
13 46 (23.96%) Algorithms
14 45 (23.44%) Machine Learning
14 45 (23.44%) PhD
15 42 (21.88%) Computer Science
15 42 (21.88%) Hadoop
16 34 (17.71%) Visualisation
17 32 (16.67%) Business Intelligence
17 32 (16.67%) Economics
18 31 (16.15%) Customer Insight
19 30 (15.63%) Data Analysis
20 28 (14.58%) Artificial Intelligence
21 27 (14.06%) Logistic Regression
22 26 (13.54%) Customer Segmentation
23 25 (13.02%) SAS Enterprise Miner
23 25 (13.02%) Retail
24 23 (11.98%) Base SAS

Statistical Modelling
Top Related IT Skills in London by Category

For the 6 months to 30 January 2015, 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 90 (46.88%) SAS
2 17 (8.85%) Apache Pig
3 8 (4.17%) CMS
3 8 (4.17%) Oracle Coherence
4 4 (2.08%) Apache Spark
5 1 (0.52%) Elasticsearch
Applications
1 59 (30.73%) SPSS
2 22 (11.46%) MS Excel
3 9 (4.69%) Stata
4 4 (2.08%) FastStats
5 3 (1.56%) Gephi
5 3 (1.56%) MS PowerPoint
6 1 (0.52%) Spreadsheet
6 1 (0.52%) EViews
6 1 (0.52%) MS Office
Business Applications
1 9 (4.69%) Google Analytics
2 5 (2.60%) SiteCatalyst
3 4 (2.08%) SAP InfiniteInsight
4 3 (1.56%) WebTrends
5 1 (0.52%) Dynamics CRM
Communications & Networking
1 2 (1.04%) Broadband
Database & Business Intelligence
1 59 (30.73%) Big Data
2 58 (30.21%) Data Mining
3 42 (21.88%) Hadoop
4 25 (13.02%) SAS Enterprise Miner
5 23 (11.98%) Base SAS
6 15 (7.81%) SQL Server
7 10 (5.21%) Data Warehouse
7 10 (5.21%) Apache Hive
8 9 (4.69%) SAS Enterprise Guide
8 9 (4.69%) Clementine
9 8 (4.17%) OLAP
10 7 (3.65%) Relational Database
10 7 (3.65%) SAS Data Integration Studio
10 7 (3.65%) SQL Server Reporting Services
11 6 (3.13%) QlikView
12 5 (2.60%) BusinessObjects XI
13 4 (2.08%) MySQL
13 4 (2.08%) MS Access
13 4 (2.08%) MongoDB
13 4 (2.08%) HBase
Development Applications
1 2 (1.04%) Talend Open Studio
General
1 91 (47.40%) Marketing
2 68 (35.42%) Finance
3 25 (13.02%) Retail
4 9 (4.69%) Banking
5 8 (4.17%) Telecoms
5 8 (4.17%) Advertising
6 7 (3.65%) Legal
7 6 (3.13%) Games
8 4 (2.08%) Pharmaceutical
8 4 (2.08%) Financial Institution
9 3 (1.56%) Law
10 1 (0.52%) Corporate Banking
10 1 (0.52%) Automotive
10 1 (0.52%) Front Office
10 1 (0.52%) Publishing
Job Titles
1 74 (38.54%) Analyst
2 50 (26.04%) Data Scientist
3 29 (15.10%) Data Analyst
3 29 (15.10%) Insight Analyst
4 18 (9.38%) SAS Analyst
5 16 (8.33%) Senior Analyst
6 15 (7.81%) Developer
7 13 (6.77%) Senior Insight Analyst
8 10 (5.21%) Consultant
8 10 (5.21%) Business Analyst
8 10 (5.21%) Senior SAS Analyst
8 10 (5.21%) SAS Insight Analyst
9 9 (4.69%) Statistician
9 9 (4.69%) Data Modeller
10 5 (2.60%) Senior Statistician
10 5 (2.60%) SAS Data Analyst
10 5 (2.60%) C++ Developer
10 5 (2.60%) Junior
10 5 (2.60%) Senior Consultant
11 4 (2.08%) Software Developer
Libraries, Frameworks & Software Standards
1 5 (2.60%) XML
2 2 (1.04%) SciPy
2 2 (1.04%) NumPy
2 2 (1.04%) Pandas
3 1 (0.52%) Pyramid
3 1 (0.52%) Cascading
3 1 (0.52%) AngularJS
3 1 (0.52%) REST
3 1 (0.52%) Web Services
3 1 (0.52%) CGI
Miscellaneous
1 70 (36.46%) Analytical Skills
2 55 (28.65%) Statistics
3 53 (27.60%) Mathematics
4 46 (23.96%) Algorithms
5 42 (21.88%) Computer Science
6 34 (17.71%) Visualisation
7 32 (16.67%) Economics
8 28 (14.58%) Artificial Intelligence
9 10 (5.21%) Credit Risk
10 9 (4.69%) FMCG
10 9 (4.69%) Neural Network
11 8 (4.17%) Open Source
12 5 (2.60%) Data Structures
12 5 (2.60%) Hedge funds
12 5 (2.60%) Management Information System
13 4 (2.08%) Applied Mathematics
14 3 (1.56%) User Experience
14 3 (1.56%) Digital Media
15 2 (1.04%) Data Integration
16 1 (0.52%) Physics
Operating Systems
1 9 (4.69%) Linux
2 3 (1.56%) Windows
3 2 (1.04%) UNIX
Processes & Methodologies
1 107 (55.73%) Analytics
2 45 (23.44%) Machine Learning
3 32 (16.67%) Business Intelligence
4 31 (16.15%) Customer Insight
5 30 (15.63%) Data Analysis
6 27 (14.06%) Logistic Regression
7 26 (13.54%) Customer Segmentation
8 22 (11.46%) Predictive Analytics
9 20 (10.42%) Predictive Modelling
10 19 (9.90%) Statistical Analysis
11 18 (9.38%) CHAID
12 17 (8.85%) Operations Research
13 14 (7.29%) OO
13 14 (7.29%) Data Analytics
14 13 (6.77%) Marketing Strategy
14 13 (6.77%) Direct Marketing
14 13 (6.77%) Econometrics
15 12 (6.25%) Propensity Modelling
16 10 (5.21%) Agile Software Development
17 9 (4.69%) Quantitative Analysis
Programming Languages
1 80 (41.67%) R
2 75 (39.06%) SQL
3 65 (33.85%) Python
4 20 (10.42%) Java
5 19 (9.90%) MATLAB
6 17 (8.85%) C++
7 16 (8.33%) Ruby
8 13 (6.77%) Scala
9 11 (5.73%) VBA
10 8 (4.17%) C#
11 7 (3.65%) T-SQL
12 5 (2.60%) PHP
12 5 (2.60%) C
13 4 (2.08%) SAS Macro
14 3 (1.56%) HiveQL
14 3 (1.56%) F#
14 3 (1.56%) Haskell
14 3 (1.56%) JavaScript
15 2 (1.04%) Perl
15 2 (1.04%) VB
Qualifications
1 58 (30.21%) Degree
2 45 (23.44%) PhD
3 2 (1.04%) Postgraduate
Quality Assurance & Compliance
1 2 (1.04%) QA
2 1 (0.52%) SLA
System Software
1 1 (0.52%) Apache Flume
Vendors
1 20 (10.42%) Oracle
2 18 (9.38%) Microsoft
3 12 (6.25%) IBM
4 9 (4.69%) Tableau
4 9 (4.69%) Google
5 7 (3.65%) Business Objects
6 6 (3.13%) Teradata
7 4 (2.08%) Adobe
7 4 (2.08%) Cognizant
8 3 (1.56%) Omniture
8 3 (1.56%) BT
9 2 (1.04%) Informatica
9 2 (1.04%) SAP
9 2 (1.04%) Actimize
9 2 (1.04%) Talend
9 2 (1.04%) Birst
10 1 (0.52%) Unica
10 1 (0.52%) SmartFocus
10 1 (0.52%) Tealeaf
10 1 (0.52%) Netezza
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