The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 67 81 58
Rank change year-on-year
+14 -23
Permanent jobs citing Statistical Modelling 5 4 11
As % of all permanent IT jobs located in Cardiff 0.77% 0.48% 1.78%
As % of the Processes & Methodologies category 0.89% 0.58% 2.27%
Number of salaries quoted 4 3 10
Median salary £37,500 £35,000 £43,125
Median salary % change year-on-year
+7.14% -18.84%
90% offered a salary of more than £29,750 £33,000 £28,400
10% offered a salary of more than £47,000 £43,000 £50,000
UK excluding London median salary £42,500 £37,500 £40,000
% change year-on-year
+13.33% -6.25%
Statistical Modelling
South Wales

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cardiff region.

Processes & Methodologies Category
Cardiff
Permanent IT job ads with a match in the
Processes & Methodologies category
561 685 484
As % of all permanent IT jobs located in Cardiff 86.84% 81.84% 78.32%
Number of salaries quoted 507 586 420
Median salary £37,500 £37,500 £36,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £25,500 £27,500 £28,000
10% offered a salary of more than £52,500 £50,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Modelling
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff 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 Cardiff

Statistical Modelling
Salary Trend in Cardiff

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

Statistical Modelling Salary Trend in Cardiff

Statistical Modelling
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the Cardiff region over the 3 months to 1 October 2016.

Statistical Modelling Salary Histogram in Cardiff

Statistical Modelling
Top 26 Related IT Skills in Cardiff

For the 6 months to 1 October 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 Cardiff region with a requirement for Statistical Modelling.

1 4 (80.00%) R
2 3 (60.00%) SPSS
2 3 (60.00%) Data Analysis
3 2 (40.00%) Scala
3 2 (40.00%) Hadoop
3 2 (40.00%) Apache Hive
3 2 (40.00%) Statistics
3 2 (40.00%) Degree
3 2 (40.00%) QA
3 2 (40.00%) Finance
3 2 (40.00%) SQL Server
3 2 (40.00%) Python
3 2 (40.00%) Machine Learning
3 2 (40.00%) Mahout
3 2 (40.00%) Big Data
3 2 (40.00%) Analytics
3 2 (40.00%) Apache Pig
3 2 (40.00%) Apache Spark
3 2 (40.00%) Algorithms
3 2 (40.00%) Statistical Learning
4 1 (20.00%) BPSS Clearance
4 1 (20.00%) Data Warehouse
4 1 (20.00%) C#
4 1 (20.00%) SQL
4 1 (20.00%) Team Foundation Server
4 1 (20.00%) SQL Server Integration Services

Statistical Modelling
Top Related IT Skills in Cardiff 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 2 (40.00%) Apache Pig
1 2 (40.00%) Apache Spark
Applications
1 3 (60.00%) SPSS
Database & Business Intelligence
1 2 (40.00%) Apache Hive
1 2 (40.00%) Big Data
1 2 (40.00%) Hadoop
1 2 (40.00%) Mahout
1 2 (40.00%) SQL Server
2 1 (20.00%) Data Warehouse
2 1 (20.00%) SQL Server Integration Services
Development Applications
1 1 (20.00%) Team Foundation Server
General
1 2 (40.00%) Finance
Job Titles
1 2 (40.00%) Data Scientist
1 2 (40.00%) Statistician
2 1 (20.00%) Developer
2 1 (20.00%) Machine Learning Scientist
2 1 (20.00%) SQL Developer
Miscellaneous
1 2 (40.00%) Algorithms
1 2 (40.00%) Statistics
Processes & Methodologies
1 3 (60.00%) Data Analysis
2 2 (40.00%) Analytics
2 2 (40.00%) Machine Learning
2 2 (40.00%) Statistical Learning
Programming Languages
1 4 (80.00%) R
2 2 (40.00%) Python
2 2 (40.00%) Scala
3 1 (20.00%) C#
3 1 (20.00%) SQL
Qualifications
1 2 (40.00%) Degree
2 1 (20.00%) BPSS Clearance
Quality Assurance & Compliance
1 2 (40.00%) QA