Period
to 21 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 6 months to 21 July 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
West Midlands > Birmingham
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 177 220 189
Rank change year-on-year +43 -31 -24
Permanent jobs citing Statistical Modelling 16 1 2
As % of all permanent IT jobs advertised in Birmingham 0.41% 0.021% 0.052%
As % of the Processes & Methodologies category 0.46% 0.024% 0.060%
Number of salaries quoted 13 1 2
Birmingham median annual salary £30,000 £33,500 £34,000
Median salary % change year-on-year -10.45% -1.47% -2.86%
10th Percentile £22,250 £32,250 £32,000
90th Percentile £38,500 £34,750 £36,000
West Midlands median annual salary £30,000 £50,000 £50,000
% change year-on-year -40.00% - +42.86%

Statistical Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Birmingham with a requirement for process and methodology skills.

Process & Methodology Skills
Birmingham
Permanent job vacancies with a requirement for process and methodology skills 3471 4213 3338
As % of all permanent IT job vacancies advertised in Birmingham 89.74% 87.39% 85.99%
Number of salaries quoted 2824 3117 2717
Birmingham median annual salary £44,000 £42,500 £43,000
Median salary % change year-on-year +3.53% -1.16% -4.44%
10th Percentile £26,750 £25,750 £26,250
90th Percentile £64,188 £70,000 £70,000
West Midlands median annual salary £40,500 £41,000 £40,000
% change year-on-year -1.22% +2.50% -

Statistical Modelling
Job Vacancy Trend in Birmingham

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Statistical Modelling in Birmingham

Statistical Modelling
Salary Trend in Birmingham

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

Salary trend for Statistical Modelling in Birmingham

Statistical Modelling
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Statistical Modelling in Birmingham over the 6 months to 21 July 2017.

Salary histogram for Statistical Modelling in Birmingham

For the 6 months to 21 July 2017, 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 Birmingham region with a requirement for Statistical Modelling.

1 16 (100.00%) Business Intelligence
2 14 (87.50%) Microsoft Excel
3 13 (81.25%) SQL
4 12 (75.00%) Games
4 12 (75.00%) Statistics
4 12 (75.00%) Algorithms
5 10 (62.50%) Finance
6 9 (56.25%) MySQL
6 9 (56.25%) SQL Server
6 9 (56.25%) CRM
6 9 (56.25%) Data Modelling
6 9 (56.25%) Customer Engagement
6 9 (56.25%) Marketing
6 9 (56.25%) Data Analysis
6 9 (56.25%) Statistical Analysis
6 9 (56.25%) Commercial Data Analysis
7 8 (50.00%) CSS
7 8 (50.00%) HTML
8 6 (37.50%) Microsoft
9 4 (25.00%) SQL Server Integration Services
9 4 (25.00%) SQL Server Reporting Services
10 3 (18.75%) Mathematics
10 3 (18.75%) Quantitative Analysis
11 2 (12.50%) SQL Server Analysis Services
11 2 (12.50%) Data Analytics
11 2 (12.50%) Analytics
12 1 (6.25%) User Experience
12 1 (6.25%) Mandarin Language
12 1 (6.25%) Banking
12 1 (6.25%) Mathematical Modelling

Statistical Modelling
Co-occurring IT Skills in Birmingham 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:

Applications
1 14 (87.50%) Microsoft Excel
Database & Business Intelligence
1 9 (56.25%) MySQL
1 9 (56.25%) SQL Server
2 4 (25.00%) SQL Server Integration Services
2 4 (25.00%) SQL Server Reporting Services
3 2 (12.50%) SQL Server Analysis Services
General
1 12 (75.00%) Games
2 10 (62.50%) Finance
3 9 (56.25%) Marketing
4 1 (6.25%) Banking
4 1 (6.25%) Mandarin Language
Job Titles
1 12 (75.00%) Analyst
2 9 (56.25%) Data Analyst
3 4 (25.00%) Senior Analyst
3 4 (25.00%) Senior Data Analyst
4 3 (18.75%) Business Data Analyst
4 3 (18.75%) Business Intelligence Analyst
4 3 (18.75%) Business Intelligence Data Analyst
4 3 (18.75%) Mathematician
4 3 (18.75%) Senior Business Intelligence Analyst
5 2 (12.50%) Junior
6 1 (6.25%) Graduate
6 1 (6.25%) Junior Analyst
Libraries, Frameworks & Software Standards
1 8 (50.00%) CSS
1 8 (50.00%) HTML
Miscellaneous
1 12 (75.00%) Algorithms
2 1 (6.25%) User Experience
Processes & Methodologies
1 16 (100.00%) Business Intelligence
2 12 (75.00%) Statistics
3 9 (56.25%) Commercial Data Analysis
3 9 (56.25%) CRM
3 9 (56.25%) Customer Engagement
3 9 (56.25%) Data Analysis
3 9 (56.25%) Data Modelling
3 9 (56.25%) Statistical Analysis
4 3 (18.75%) Mathematics
4 3 (18.75%) Quantitative Analysis
5 2 (12.50%) Analytics
5 2 (12.50%) Data Analytics
6 1 (6.25%) Mathematical Modelling
Programming Languages
1 13 (81.25%) SQL
Vendors
1 6 (37.50%) Microsoft