Period
to 18 January 2018

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 18 January 2018 with a comparison to the same period in the previous 2 years.

Statistical Modelling
West Midlands > Birmingham
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 173 195 193
Rank change year-on-year +22 -2 -7
Permanent jobs citing Statistical Modelling 12 16 1
As % of all permanent IT jobs advertised in Birmingham 0.33% 0.37% 0.027%
As % of the Processes & Methodologies category 0.36% 0.40% 0.031%
Number of salaries quoted 11 16 1
Birmingham median annual salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25% -11.11%
10th Percentile £24,875 £22,500 £39,000
90th Percentile £47,500 £50,625 £41,000
West Midlands median annual salary £42,500 £32,500 £65,000
% change year-on-year +30.77% -50.00% +18.18%

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

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3,295 3,958 3,241
As % of all permanent IT jobs advertised in Birmingham 89.86% 90.49% 86.82%
Number of salaries quoted 2,459 2,899 2,749
Birmingham median annual salary £45,000 £43,124 £42,500
Median salary % change year-on-year +4.35% +1.47% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £68,750 £67,500 £67,500
West Midlands median annual salary £41,250 £41,500 £41,500
% change year-on-year -0.60% - +3.75%

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 18 January 2018.

Salary histogram for Statistical Modelling in Birmingham

For the 6 months to 18 January 2018, 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 9 (75.00%) SQL
2 7 (58.33%) Degree
3 6 (50.00%) R
3 6 (50.00%) Machine Learning
3 6 (50.00%) Python
4 5 (41.67%) SQL Server Reporting Services
4 5 (41.67%) Business Intelligence
4 5 (41.67%) Microsoft
4 5 (41.67%) Big Data
4 5 (41.67%) SQL Server Analysis Services
4 5 (41.67%) SQL Server Integration Services
5 4 (33.33%) Mathematics
5 4 (33.33%) Analytics
5 4 (33.33%) Data Analytics
5 4 (33.33%) Analytical Skills
6 3 (25.00%) Predictive Modelling
6 3 (25.00%) Statistics
6 3 (25.00%) PhD
6 3 (25.00%) Banking
6 3 (25.00%) GIS
6 3 (25.00%) Finance
7 2 (16.67%) Data Analysis
7 2 (16.67%) Kalman Filter
8 1 (8.33%) Cloud Computing
8 1 (8.33%) Cluster Analysis
8 1 (8.33%) Multivariate Analysis
8 1 (8.33%) Operations Research
8 1 (8.33%) SQL Server
8 1 (8.33%) Automotive
8 1 (8.33%) Algorithms

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:

Cloud Services
1 1 (8.33%) Cloud Computing
Database & Business Intelligence
1 5 (41.67%) Big Data
1 5 (41.67%) SQL Server Analysis Services
1 5 (41.67%) SQL Server Integration Services
1 5 (41.67%) SQL Server Reporting Services
2 3 (25.00%) GIS
3 1 (8.33%) SQL Server
General
1 3 (25.00%) Banking
1 3 (25.00%) Finance
2 1 (8.33%) Automotive
Job Titles
1 6 (50.00%) Analyst
2 5 (41.67%) Data Scientist
3 2 (16.67%) Business Intelligence Analyst
3 2 (16.67%) Data Analyst
3 2 (16.67%) Junior
3 2 (16.67%) Junior Analyst
4 1 (8.33%) Business Developer
4 1 (8.33%) Business Intelligence Developer
4 1 (8.33%) Business Intelligence Lead
4 1 (8.33%) Data Insight Analyst
4 1 (8.33%) Developer
4 1 (8.33%) GIS Specialist
4 1 (8.33%) Insight Analyst
4 1 (8.33%) Insight Data Analyst
Miscellaneous
1 4 (33.33%) Analytical Skills
2 1 (8.33%) Algorithms
Processes & Methodologies
1 6 (50.00%) Machine Learning
2 5 (41.67%) Business Intelligence
3 4 (33.33%) Analytics
3 4 (33.33%) Data Analytics
3 4 (33.33%) Mathematics
4 3 (25.00%) Predictive Modelling
4 3 (25.00%) Statistics
5 2 (16.67%) Data Analysis
5 2 (16.67%) Kalman Filter
6 1 (8.33%) Cluster Analysis
6 1 (8.33%) Dashboard Development
6 1 (8.33%) Mathematical Modelling
6 1 (8.33%) Multivariate Analysis
6 1 (8.33%) Operations Research
Programming Languages
1 9 (75.00%) SQL
2 6 (50.00%) Python
2 6 (50.00%) R
Qualifications
1 7 (58.33%) Degree
2 3 (25.00%) PhD
3 1 (8.33%) Numerate Degree
Vendors
1 5 (41.67%) Microsoft