Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
England > West Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 315 316 326
Rank change year-on-year +1 +10 -21
Permanent jobs citing Statistical Modelling 14 21 4
As % of all permanent IT jobs advertised in the West Midlands 0.14% 0.19% 0.037%
As % of the Processes & Methodologies category 0.16% 0.21% 0.042%
Number of salaries quoted 12 21 4
West Midlands median annual salary £42,500 £34,000 £55,000
Median salary % change year-on-year +25.00% -38.18% +10.00%
10th Percentile £20,263 £22,500 £43,050
90th Percentile £43,750 £50,000 £57,500
England median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% +11.11%

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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 8975 10081 9567
As % of all permanent IT jobs advertised in the West Midlands 88.89% 89.13% 87.63%
Number of salaries quoted 7261 7878 7887
West Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £25,500 £25,000 £24,750
90th Percentile £65,000 £63,750 £63,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Statistical Modelling
Job Vacancy Trend in the West Midlands

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Statistical Modelling in the West Midlands

Statistical Modelling
Salary Trend in the West Midlands

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

Salary trend for Statistical Modelling in the West Midlands

Statistical Modelling
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Statistical Modelling in the West Midlands over the 6 months to 20 November 2017.

Salary histogram for Statistical Modelling in the West Midlands

Statistical Modelling
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the West Midlands region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +10 6 £25,250 -32.67% 1
Halesowen - 5 £42,500 -
Warwickshire - 2 £42,000 -
Solihull -2 1 £42,500 +25.00%
Statistical Modelling
England

For the 6 months to 20 November 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 West Midlands region with a requirement for Statistical Modelling.

1 14 (100.00%) SQL
1 14 (100.00%) Business Intelligence
2 9 (64.29%) Finance
3 8 (57.14%) Analytics
4 7 (50.00%) SQL Server Analysis Services
4 7 (50.00%) SQL Server Reporting Services
4 7 (50.00%) Data Analysis
4 7 (50.00%) SQL Server Integration Services
5 6 (42.86%) Microsoft
5 6 (42.86%) ETL
5 6 (42.86%) SQL Server
5 6 (42.86%) Visualisation
6 5 (35.71%) Apache Hive
6 5 (35.71%) Data Visualisation
6 5 (35.71%) Customer Engagement
6 5 (35.71%) Hadoop
6 5 (35.71%) Statistical Analysis
6 5 (35.71%) Sqoop
6 5 (35.71%) Customer Analytics
6 5 (35.71%) Oozie
6 5 (35.71%) Apache Spark
6 5 (35.71%) Algorithms
6 5 (35.71%) Commercial Data Analysis
6 5 (35.71%) Monetization
6 5 (35.71%) CSS
6 5 (35.71%) CRM
6 5 (35.71%) MySQL
6 5 (35.71%) HTML
6 5 (35.71%) Data Modelling
6 5 (35.71%) Statistics

Statistical Modelling
Co-occurring IT Skills in the West Midlands 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 5 (35.71%) Apache Spark
Applications
1 3 (21.43%) Microsoft Excel
2 1 (7.14%) Microsoft PowerPoint
Database & Business Intelligence
1 7 (50.00%) SQL Server Analysis Services
1 7 (50.00%) SQL Server Integration Services
1 7 (50.00%) SQL Server Reporting Services
2 6 (42.86%) SQL Server
3 5 (35.71%) Apache Hive
3 5 (35.71%) Hadoop
3 5 (35.71%) MySQL
3 5 (35.71%) Sqoop
4 2 (14.29%) RDBMS
4 2 (14.29%) Relational Database
5 1 (7.14%) Data Mining
5 1 (7.14%) Data Warehouse
5 1 (7.14%) Power BI
General
1 9 (64.29%) Finance
2 5 (35.71%) Games
2 5 (35.71%) Marketing
3 4 (28.57%) Banking
Job Titles
1 10 (71.43%) Analyst
2 5 (35.71%) Customer Analyst
2 5 (35.71%) Customer Insight Analyst
2 5 (35.71%) Data Analyst
2 5 (35.71%) Data Insight Analyst
2 5 (35.71%) Insight Analyst
2 5 (35.71%) Insight Data Analyst
3 3 (21.43%) Business Intelligence Lead
3 3 (21.43%) Junior
3 3 (21.43%) Junior Analyst
4 2 (14.29%) Business Developer
4 2 (14.29%) Business Intelligence Analyst
4 2 (14.29%) Business Intelligence Developer
4 2 (14.29%) Developer
Libraries, Frameworks & Software Standards
1 5 (35.71%) CSS
1 5 (35.71%) HTML
Miscellaneous
1 5 (35.71%) Algorithms
1 5 (35.71%) BBC
2 2 (14.29%) Management Information System
3 1 (7.14%) Analytical Skills
Processes & Methodologies
1 14 (100.00%) Business Intelligence
2 8 (57.14%) Analytics
3 7 (50.00%) Data Analysis
4 6 (42.86%) ETL
4 6 (42.86%) Visualisation
5 5 (35.71%) Commercial Data Analysis
5 5 (35.71%) CRM
5 5 (35.71%) Customer Analytics
5 5 (35.71%) Customer Engagement
5 5 (35.71%) Data Modelling
5 5 (35.71%) Data Visualisation
5 5 (35.71%) Monetization
5 5 (35.71%) Statistical Analysis
5 5 (35.71%) Statistics
6 3 (21.43%) Stakeholder Engagement
7 1 (7.14%) Actionable Insight
7 1 (7.14%) Dashboard Development
7 1 (7.14%) Data Analytics
7 1 (7.14%) Performance Metrics
7 1 (7.14%) Time Management
Programming Languages
1 14 (100.00%) SQL
2 1 (7.14%) VBA
Qualifications
1 1 (7.14%) Degree
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
Systems Management
1 5 (35.71%) Oozie
Vendors
1 6 (42.86%) Microsoft
2 2 (14.29%) Oracle
3 1 (7.14%) IBM
3 1 (7.14%) MicroStrategy
3 1 (7.14%) Tableau