The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 215 232 243
Rank change year-on-year
+17 +11
Permanent jobs citing Statistical Modelling 21 8 1
As % of all permanent IT jobs located in the South West 0.40% 0.14% 0.017%
As % of the Processes & Methodologies category 0.46% 0.16% 0.019%
Number of salaries quoted 15 8 1
Median salary £54,000 £45,000 £50,000
Median salary % change year-on-year
+20.00% -10.00%
UK excluding London median salary £45,250 £47,500 £37,500
% change year-on-year
-4.73% +26.66%
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 South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4570 4887 5144
As % of all permanent IT jobs located in the South West 86.78% 85.20% 85.55%
Number of salaries quoted 3828 4084 4263
Median salary £42,500 £40,000 £41,500
Median salary % change year-on-year
+6.25% -3.61%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Statistical Modelling
Jobs Demand Trend in the South West

The demand trend of job ads across the South West region citing Statistical Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend in the South West

Statistical Modelling
Salary Trend in the South West

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

Statistical Modelling Salary Trend in the South West

Statistical Modelling
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the South West region over the 3 months to 31 May 2016.

Statistical Modelling Salary Histogram in the South West

Statistical Modelling
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the South West region over the 3 months to 31 May 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucestershire - 13 £54,000 -
Bristol +15 6 £42,500 +26.86% 2
Somerset -9 1 £60,000 +9.09% 1
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 31 May 2016, IT jobs citing Statistical Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South West region with a requirement for Statistical Modelling.

1 21 (95.45%) R
2 20 (90.91%) Python
3 19 (86.36%) SQL
3 19 (86.36%) Hadoop
3 19 (86.36%) Analytics
4 18 (81.82%) Apache Pig
4 18 (81.82%) Apache Spark
4 18 (81.82%) Apache Hive
4 18 (81.82%) MongoDB
4 18 (81.82%) Machine Learning
5 17 (77.27%) MapReduce
5 17 (77.27%) Data Analytics
5 17 (77.27%) Open Source
5 17 (77.27%) NoSQL
5 17 (77.27%) Java
5 17 (77.27%) JavaScript
5 17 (77.27%) MySQL
5 17 (77.27%) SAS
6 16 (72.73%) Big Data
6 16 (72.73%) Analytical Skills
7 15 (68.18%) Data Analysis
8 14 (63.64%) Data Management
8 14 (63.64%) Scala
8 14 (63.64%) Data Visualisation
8 14 (63.64%) Visualisation
9 13 (59.09%) Big Data Analytics
9 13 (59.09%) Tableau
9 13 (59.09%) Parquet
9 13 (59.09%) Neo4j
9 13 (59.09%) Amazon Redshift

Statistical Modelling
Top Related IT Skills in the South West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 18 (81.82%) Apache Pig
1 18 (81.82%) Apache Spark
2 17 (77.27%) SAS
Applications
1 2 (9.09%) SPSS
2 1 (4.55%) MS Excel
2 1 (4.55%) MS Office
Database & Business Intelligence
1 19 (86.36%) Hadoop
2 18 (81.82%) Apache Hive
2 18 (81.82%) MongoDB
3 17 (77.27%) MySQL
3 17 (77.27%) NoSQL
4 16 (72.73%) Big Data
5 13 (59.09%) Amazon Redshift
5 13 (59.09%) Impala
5 13 (59.09%) Neo4j
5 13 (59.09%) Parquet
5 13 (59.09%) QlikView
6 4 (18.18%) Apache Cassandra
6 4 (18.18%) HBase
6 4 (18.18%) PostgreSQL
6 4 (18.18%) Relational Database
6 4 (18.18%) SQLite
7 1 (4.55%) Base SAS
7 1 (4.55%) Mahout
7 1 (4.55%) SAS Enterprise Guide
7 1 (4.55%) SQL Server
General
1 2 (9.09%) Finance
2 1 (4.55%) Banking
2 1 (4.55%) Marketing
2 1 (4.55%) Retail
Job Titles
1 17 (77.27%) Developer
2 16 (72.73%) Analyst
3 15 (68.18%) Data Scientist
4 13 (59.09%) Analyst Developer
4 13 (59.09%) Data Analyst
5 7 (31.82%) Developer Analyst
6 4 (18.18%) Senior Developer
7 2 (9.09%) Senior Analyst
8 1 (4.55%) Analytics Manager
8 1 (4.55%) Credit Analyst
8 1 (4.55%) Credit Risk Analyst
8 1 (4.55%) Credit Risk Modeller
8 1 (4.55%) Risk Analyst
8 1 (4.55%) SAS Analyst
8 1 (4.55%) Senior Analytics Manager
8 1 (4.55%) Senior Data Scientist
8 1 (4.55%) Senior Manager
8 1 (4.55%) Senior SAS Analyst
8 1 (4.55%) SQL Analyst
Libraries, Frameworks & Software Standards
1 13 (59.09%) JSON
1 13 (59.09%) Spark Streaming
1 13 (59.09%) XML
2 4 (18.18%) .NET
2 4 (18.18%) Natural Language Processing
Miscellaneous
1 16 (72.73%) Analytical Skills
2 14 (63.64%) Visualisation
3 6 (27.27%) Cybercrime
3 6 (27.27%) Management Information System
4 5 (22.73%) Mathematics
5 4 (18.18%) Artificial Intelligence
5 4 (18.18%) Computer Science
6 1 (4.55%) Algorithms
6 1 (4.55%) Credit Risk
6 1 (4.55%) Economics
6 1 (4.55%) Statistics
Processes & Methodologies
1 19 (86.36%) Analytics
2 18 (81.82%) Machine Learning
3 17 (77.27%) Data Analytics
3 17 (77.27%) MapReduce
3 17 (77.27%) Open Source
4 15 (68.18%) Data Analysis
5 14 (63.64%) Data Management
5 14 (63.64%) Data Visualisation
6 13 (59.09%) Big Data Analytics
6 13 (59.09%) Business Intelligence
6 13 (59.09%) Data Acquisition
6 13 (59.09%) ETL
6 13 (59.09%) RDF
7 4 (18.18%) Agile Software Development
7 4 (18.18%) DevOps
7 4 (18.18%) Functional Programming
7 4 (18.18%) OO
7 4 (18.18%) Predictive Analytics
7 4 (18.18%) SOA
8 1 (4.55%) Bayesian Methods
Programming Languages
1 21 (95.45%) R
2 20 (90.91%) Python
3 19 (86.36%) SQL
4 17 (77.27%) Java
4 17 (77.27%) JavaScript
5 14 (63.64%) Scala
6 7 (31.82%) C
7 4 (18.18%) C#
7 4 (18.18%) C++
7 4 (18.18%) Perl
7 4 (18.18%) Ruby
8 1 (4.55%) MATLAB
Qualifications
1 13 (59.09%) Security Cleared
2 7 (31.82%) DV Cleared
3 5 (22.73%) Degree
Vendors
1 13 (59.09%) Oracle
1 13 (59.09%) Tableau
1 13 (59.09%) TIBCO
2 1 (4.55%) Cloudera
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