Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 12 December 2017 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
South West > Gloucestershire
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 119 138 144
Rank change year-on-year +19 +6 -11
Permanent jobs citing Numerate Degree 13 28 4
As % of all permanent IT jobs advertised in Gloucestershire 0.90% 1.24% 0.20%
As % of the Qualifications category 2.57% 2.60% 0.48%
Number of salaries quoted 2 2 2
Gloucestershire median annual salary £45,250 £28,750 £36,500
Median salary % change year-on-year +57.39% -21.23% +9.15%
10th Percentile £37,075 £26,375 £29,450
90th Percentile £52,425 £32,125 £45,550
South West median annual salary £37,500 £43,000 £40,000
% change year-on-year -12.79% +7.50% +19.62%

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 Gloucestershire with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Gloucestershire
Permanent vacancies requiring academic qualifications or professional certifications 505 1076 837
As % of all permanent IT jobs advertised in Gloucestershire 34.92% 47.57% 42.64%
Number of salaries quoted 382 847 622
Gloucestershire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £23,000 £25,000 £25,500
90th Percentile £68,750 £63,750 £66,125
South West median annual salary £40,000 £40,000 £40,000

Numerate Degree
Job Vacancy Trend in Gloucestershire

Job postings citing Numerate Degree as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Numerate Degree in Gloucestershire

Numerate Degree
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Numerate Degree in Gloucestershire.

Salary trend for Numerate Degree in Gloucestershire

Numerate Degree
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Numerate Degree in Gloucestershire over the 6 months to 12 December 2017.

Salary histogram for Numerate Degree in Gloucestershire

Numerate Degree
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the Gloucestershire region over the 6 months to 12 December 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
Cirencester -1 12 £45,250 +50.83%
Numerate Degree
South West

For the 6 months to 12 December 2017, IT jobs citing Numerate Degree 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 Gloucestershire region with a requirement for Numerate Degree.

1 13 (100.00%) Degree
2 12 (92.31%) Mathematics
2 12 (92.31%) SQL Server
2 12 (92.31%) SQL
2 12 (92.31%) Data Warehouse
2 12 (92.31%) Data Modelling
2 12 (92.31%) Business Intelligence
2 12 (92.31%) ERwin
2 12 (92.31%) Data Analysis
2 12 (92.31%) Data Management
3 11 (84.62%) BusinessObjects
4 7 (53.85%) Analytics
5 6 (46.15%) Tableau
5 6 (46.15%) Statistical Modelling
5 6 (46.15%) Analytical Skills
5 6 (46.15%) Qlik Sense
5 6 (46.15%) Power BI
5 6 (46.15%) Data Mapping
5 6 (46.15%) Data Architecture
5 6 (46.15%) Microsoft Excel
5 6 (46.15%) ETL
5 6 (46.15%) SQL Server Integration Services
5 6 (46.15%) Finance
5 6 (46.15%) Migration
5 6 (46.15%) Kimball Methodology
6 1 (7.69%) Java EE
6 1 (7.69%) Spring
6 1 (7.69%) Software Engineering
6 1 (7.69%) Ruby
6 1 (7.69%) PKI

Numerate Degree
Co-occurring IT Skills in Gloucestershire 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 1 (7.69%) Apache Pig
1 1 (7.69%) Apache Spark
1 1 (7.69%) Elasticsearch
Applications
1 6 (46.15%) Microsoft Excel
Database & Business Intelligence
1 12 (92.31%) Data Warehouse
1 12 (92.31%) SQL Server
2 11 (84.62%) BusinessObjects
3 6 (46.15%) Power BI
3 6 (46.15%) Qlik Sense
3 6 (46.15%) SQL Server Integration Services
4 1 (7.69%) Apache Hive
4 1 (7.69%) Big Data
4 1 (7.69%) Hadoop
4 1 (7.69%) MongoDB
4 1 (7.69%) MySQL
4 1 (7.69%) RDBMS
4 1 (7.69%) Relational Database
Development Applications
1 12 (92.31%) ERwin
General
1 6 (46.15%) Finance
Job Titles
1 12 (92.31%) Analyst
1 12 (92.31%) Data Analyst
2 5 (38.46%) Financial Analyst
3 4 (30.77%) Senior Analyst
3 4 (30.77%) Senior Data Analyst
4 3 (23.08%) Senior Financial Analyst
5 2 (15.38%) Business Intelligence Analyst
5 2 (15.38%) Business Intelligence Data Analyst
5 2 (15.38%) Senior Business Intelligence Analyst
6 1 (7.69%) Lead Software Engineer
6 1 (7.69%) Software Engineer
6 1 (7.69%) SQL Analyst
6 1 (7.69%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (7.69%) AngularJS
1 1 (7.69%) Apache Camel
1 1 (7.69%) CSS
1 1 (7.69%) CSS3
1 1 (7.69%) Hibernate
1 1 (7.69%) HTML
1 1 (7.69%) HTML5
1 1 (7.69%) Java EE
1 1 (7.69%) jQuery
1 1 (7.69%) LAMP
1 1 (7.69%) Middleware
1 1 (7.69%) Node.js
1 1 (7.69%) Spring
Miscellaneous
1 6 (46.15%) Analytical Skills
2 1 (7.69%) PKI
Operating Systems
1 1 (7.69%) Linux
Processes & Methodologies
1 12 (92.31%) Business Intelligence
1 12 (92.31%) Data Analysis
1 12 (92.31%) Data Management
1 12 (92.31%) Data Modelling
1 12 (92.31%) Mathematics
2 7 (53.85%) Analytics
3 6 (46.15%) Data Architecture
3 6 (46.15%) Data Mapping
3 6 (46.15%) ETL
3 6 (46.15%) Kimball Methodology
3 6 (46.15%) Migration
3 6 (46.15%) Statistical Modelling
4 1 (7.69%) Agile Software Development
4 1 (7.69%) Data Analytics
4 1 (7.69%) DevOps
4 1 (7.69%) Scrum
4 1 (7.69%) SDLC
4 1 (7.69%) Software Engineering
4 1 (7.69%) Time Management
4 1 (7.69%) Visualisation
Programming Languages
1 12 (92.31%) SQL
2 1 (7.69%) C
2 1 (7.69%) C++
2 1 (7.69%) Java
2 1 (7.69%) JavaScript
2 1 (7.69%) Perl
2 1 (7.69%) Python
2 1 (7.69%) Ruby
Qualifications
1 13 (100.00%) Degree
2 1 (7.69%) DV Cleared
2 1 (7.69%) Security Cleared
System Software
1 1 (7.69%) Hyper-V
1 1 (7.69%) VMware Infrastructure
Vendors
1 6 (46.15%) Tableau
2 1 (7.69%) Oracle
2 1 (7.69%) VMware