Period
to 2 June 2020

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 2 June 2020 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > South West
6 months to
2 Jun 2020
Same period 2019 Same period 2018
Rank 229 307 297
Rank change year-on-year +78 -10 0
Permanent jobs citing Numerate Degree 16 19 41
As % of all permanent jobs advertised in the South West 0.28% 0.19% 0.38%
As % of the Qualifications category 0.99% 0.61% 1.30%
Number of salaries quoted 17 15 30
Median annual salary £41,500 £38,187 £26,750
Median salary % change year-on-year +8.68% +42.75% -40.56%
10th Percentile £32,500 £34,888 £19,250
90th Percentile £77,100 £56,000 £44,625
England median annual salary £49,375 £55,000 £52,500
% change year-on-year -10.23% +4.76% +23.53%

Numerate Degree is in the Academic Qualifications and Professional Certifications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
South West
Permanent vacancies requiring academic qualifications or professional certifications 1,619 3,132 3,143
As % of all permanent IT jobs advertised in the South West 28.60% 31.99% 29.22%
Number of salaries quoted 1,201 2,187 2,244
Median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £27,750 £26,250 £25,000
90th Percentile £73,750 £67,222 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +11.11%

Numerate Degree
Job Vacancy Trend in the South West

Job postings citing Numerate Degree as a proportion of all IT jobs advertised in the South West.

Job vacancy trend for Numerate Degree in the South West

Numerate Degree
Salary Trend in the South West

3-month moving average salary quoted in jobs citing Numerate Degree in the South West.

Salary trend for Numerate Degree in the South West

Numerate Degree
Salary Histogram in the South West

Salary distribution for jobs citing Numerate Degree in the South West over the 6 months to 2 June 2020.

Salary histogram for Numerate Degree in the South West

Numerate Degree
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 Numerate Degree within the South West region over the 6 months to 2 June 2020. 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
Gloucestershire +26 8 £35,000 -50.00% 1
Bristol +56 4 £48,250 +20.63%
Somerset +15 3 £72,750 +90.51%
Dorset - 1 £40,000 -
Numerate Degree
England

For the 6 months to 2 June 2020, IT jobs citing Numerate Degree also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South West region with a requirement for Numerate Degree.

1 16 (100.00%) Degree
2 15 (93.75%) Mathematics
3 14 (87.50%) SQL
4 10 (62.50%) Python
4 10 (62.50%) R
5 8 (50.00%) Physics
5 8 (50.00%) Statistics
6 7 (43.75%) ETL
6 7 (43.75%) Power BI
6 7 (43.75%) Data Science
6 7 (43.75%) Power Platform
7 6 (37.50%) Machine Learning
8 5 (31.25%) Analytics
8 5 (31.25%) Business Intelligence
8 5 (31.25%) Finance
8 5 (31.25%) Data Analysis
8 5 (31.25%) Algorithms
9 4 (25.00%) Economics
9 4 (25.00%) Java
9 4 (25.00%) Data Transformation
9 4 (25.00%) Data Cleansing
9 4 (25.00%) SaaS
9 4 (25.00%) SQL Server Reporting Services
9 4 (25.00%) Statistical Analysis
9 4 (25.00%) SQL Server Integration Services
10 3 (18.75%) Ruby
10 3 (18.75%) Marketing
10 3 (18.75%) Big Data
10 3 (18.75%) Go
10 3 (18.75%) Marketo

Numerate Degree
Co-occurring 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:

Applications
1 1 (6.25%) Microsoft Excel
Cloud Services
1 7 (43.75%) Power Platform
2 4 (25.00%) SaaS
Database & Business Intelligence
1 7 (43.75%) Power BI
2 4 (25.00%) SQL Server Integration Services
2 4 (25.00%) SQL Server Reporting Services
3 3 (18.75%) Amazon Redshift
3 3 (18.75%) Big Data
3 3 (18.75%) Data Warehouse
3 3 (18.75%) PostgreSQL
4 2 (12.50%) MySQL
4 2 (12.50%) SQL Server Analysis Services
5 1 (6.25%) Relational Database
5 1 (6.25%) SQL Server
General
1 5 (31.25%) Finance
2 3 (18.75%) Marketing
Job Titles
1 8 (50.00%) Analyst
2 7 (43.75%) Data Analyst
3 5 (31.25%) Data Scientist
4 3 (18.75%) Business Intelligence Analyst
4 3 (18.75%) Data Engineer
5 2 (12.50%) Business Intelligence Data Analyst
5 2 (12.50%) Senior Data Engineer
6 1 (6.25%) .NET Developer
6 1 (6.25%) Developer
6 1 (6.25%) Power BI Analyst
6 1 (6.25%) Pricing Analyst
6 1 (6.25%) Product Manager
6 1 (6.25%) Radar Analyst
6 1 (6.25%) Risk Analyst
6 1 (6.25%) Senior Analyst
6 1 (6.25%) Senior Business Intelligence Analyst
6 1 (6.25%) Senior Pricing Analyst
6 1 (6.25%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 1 (6.25%) .NET
Miscellaneous
1 5 (31.25%) Algorithms
2 1 (6.25%) Data Structures
Processes & Methodologies
1 15 (93.75%) Mathematics
2 8 (50.00%) Physics
2 8 (50.00%) Statistics
3 7 (43.75%) Data Science
3 7 (43.75%) ETL
4 6 (37.50%) Machine Learning
5 5 (31.25%) Analytics
5 5 (31.25%) Business Intelligence
5 5 (31.25%) Data Analysis
6 4 (25.00%) Data Cleansing
6 4 (25.00%) Data Transformation
6 4 (25.00%) Economics
6 4 (25.00%) Statistical Analysis
7 3 (18.75%) Decision-Making
8 2 (12.50%) Data Modelling
8 2 (12.50%) Decision Science
8 2 (12.50%) Econometrics
8 2 (12.50%) Monte Carlo Method
8 2 (12.50%) Operations Research
8 2 (12.50%) Software Engineering
Programming Languages
1 14 (87.50%) SQL
2 10 (62.50%) Python
2 10 (62.50%) R
3 4 (25.00%) Java
4 3 (18.75%) Go
4 3 (18.75%) JavaScript
4 3 (18.75%) Ruby
5 2 (12.50%) Data Analysis Expressions (DAX)
6 1 (6.25%) C
6 1 (6.25%) C#
6 1 (6.25%) C++
6 1 (6.25%) VB.NET
Qualifications
1 16 (100.00%) Degree
2 2 (12.50%) Postgraduate
3 1 (6.25%) Computer Science Degree
3 1 (6.25%) DV Cleared
3 1 (6.25%) Security Cleared
Vendors
1 3 (18.75%) Marketo
1 3 (18.75%) Salesforce.com
2 2 (12.50%) Microsoft
2 2 (12.50%) SIMUL8