Period
to 20 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 20 June 2018 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
South East > Hampshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 236 230 252
Rank change year-on-year -6 +22 -5
Permanent jobs citing Numerate Degree 28 15 33
As % of all permanent IT jobs advertised in Hampshire 0.43% 0.26% 0.48%
As % of the Qualifications category 1.34% 0.80% 1.37%
Number of salaries quoted 14 15 32
Hampshire median annual salary £29,250 £45,000 £35,000
Median salary % change year-on-year -35.00% +28.57% -12.50%
10th Percentile £26,250 £23,500 £27,500
90th Percentile £39,000 £60,000 £56,950
South East median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% -

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 Hampshire with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Hampshire
Permanent vacancies requiring academic qualifications or professional certifications 2,083 1,864 2,403
As % of all permanent IT jobs advertised in Hampshire 31.75% 31.69% 35.28%
Number of salaries quoted 1,520 1,525 2,008
Hampshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £24,000 £24,375
90th Percentile £67,500 £62,500 £62,500
South East median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +3.45%

Numerate Degree
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Numerate Degree in Hampshire

Numerate Degree
Salary Trend in Hampshire

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

Salary trend for Numerate Degree in Hampshire

Numerate Degree
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Numerate Degree in Hampshire over the 6 months to 20 June 2018.

Salary histogram for Numerate Degree in Hampshire

Numerate Degree
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the Hampshire region over the 6 months to 20 June 2018. 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
Portsmouth +19 18 £30,000 -36.84%
Petersfield - 4 £27,500 -
Fareham +7 1 - -
Southampton -12 1 £37,500 -31.82% 1
Eastleigh - 1 £30,000 -
Numerate Degree
South East

For the 6 months to 20 June 2018, 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 Hampshire region with a requirement for Numerate Degree.

1 28 (100.00%) Degree
2 27 (96.43%) Mathematics
3 18 (64.29%) Analytical Skills
4 16 (57.14%) Machine Learning
5 15 (53.57%) Python
5 15 (53.57%) Statistics
6 14 (50.00%) Big Data
7 13 (46.43%) R
7 13 (46.43%) SQL
8 12 (42.86%) Retail
8 12 (42.86%) Data Analysis
8 12 (42.86%) Marketing
8 12 (42.86%) Algorithms
9 11 (39.29%) Statistical Learning
9 11 (39.29%) Analytics
9 11 (39.29%) Actionable Insight
9 11 (39.29%) Customer Segmentation
9 11 (39.29%) Personalization
9 11 (39.29%) Statistical Analysis
9 11 (39.29%) CRM
9 11 (39.29%) E-Commerce
9 11 (39.29%) ETL
9 11 (39.29%) SPSS
10 8 (28.57%) Computer Science
10 8 (28.57%) Computer Science Degree
11 7 (25.00%) Data Analytics
12 6 (21.43%) UML
12 6 (21.43%) Configuration Management
12 6 (21.43%) Business Process Modelling
12 6 (21.43%) Presales

Numerate Degree
Co-occurring IT Skills in Hampshire 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 4 (14.29%) SAS
2 1 (3.57%) Apache Pig
2 1 (3.57%) SharePoint
Applications
1 11 (39.29%) SPSS
2 4 (14.29%) Microsoft Excel
2 4 (14.29%) Microsoft PowerPoint
3 1 (3.57%) Microsoft Office
3 1 (3.57%) Spreadsheet
Cloud Services
1 1 (3.57%) Microsoft Azure
Database & Business Intelligence
1 14 (50.00%) Big Data
2 4 (14.29%) Base SAS
2 4 (14.29%) SAS Enterprise Guide
3 1 (3.57%) Apache Hive
3 1 (3.57%) Data Mining
3 1 (3.57%) Hadoop
3 1 (3.57%) Sqoop
Development Applications
1 3 (10.71%) Team Foundation Server
General
1 12 (42.86%) Marketing
1 12 (42.86%) Retail
2 5 (17.86%) Finance
3 2 (7.14%) Military
4 1 (3.57%) Electronics
4 1 (3.57%) Manufacturing
4 1 (3.57%) Telecoms
Job Titles
1 23 (82.14%) Analyst
2 13 (46.43%) Data Analyst
3 11 (39.29%) SPSS Analyst
3 11 (39.29%) SPSS Data Analyst
3 11 (39.29%) SQL Analyst
3 11 (39.29%) SQL Data Analyst
4 7 (25.00%) Junior
5 6 (21.43%) Business Analyst
5 6 (21.43%) Junior Analyst
6 3 (10.71%) Analytics Consultant
6 3 (10.71%) Consultant
6 3 (10.71%) Junior Business Analyst
6 3 (10.71%) Report Analyst
6 3 (10.71%) SAS Analyst
6 3 (10.71%) Software Analyst
7 2 (7.14%) Agile Business Analyst
7 2 (7.14%) Data Analytics Consultant
7 2 (7.14%) Data Consultant
8 1 (3.57%) Junior Data Analyst
8 1 (3.57%) Research Analyst
Libraries, Frameworks & Software Standards
1 1 (3.57%) .NET
1 1 (3.57%) ASP.NET
Miscellaneous
1 18 (64.29%) Analytical Skills
2 12 (42.86%) Algorithms
3 8 (28.57%) Computer Science
4 3 (10.71%) Acoustics
5 2 (7.14%) Self-Motivation
Processes & Methodologies
1 27 (96.43%) Mathematics
2 16 (57.14%) Machine Learning
3 15 (53.57%) Statistics
4 12 (42.86%) Data Analysis
5 11 (39.29%) Actionable Insight
5 11 (39.29%) Analytics
5 11 (39.29%) CRM
5 11 (39.29%) Customer Segmentation
5 11 (39.29%) E-Commerce
5 11 (39.29%) ETL
5 11 (39.29%) Personalization
5 11 (39.29%) Statistical Analysis
5 11 (39.29%) Statistical Learning
6 7 (25.00%) Data Analytics
7 6 (21.43%) Business Process Modelling
7 6 (21.43%) Configuration Management
7 6 (21.43%) Presales
7 6 (21.43%) UML
8 4 (14.29%) Artificial Intelligence
8 4 (14.29%) Stakeholder Management
Programming Languages
1 15 (53.57%) Python
2 13 (46.43%) R
2 13 (46.43%) SQL
3 4 (14.29%) C++
4 3 (10.71%) C
5 2 (7.14%) C#
6 1 (3.57%) Java
6 1 (3.57%) MATLAB
6 1 (3.57%) Scala
Qualifications
1 28 (100.00%) Degree
2 8 (28.57%) Computer Science Degree
3 2 (7.14%) SC Cleared
3 2 (7.14%) Security Cleared
4 1 (3.57%) Master's Degree
4 1 (3.57%) PhD
Quality Assurance & Compliance
1 1 (3.57%) SLA
Vendors
1 4 (14.29%) Microsoft
2 3 (10.71%) Oracle
3 2 (7.14%) Tableau
4 1 (3.57%) SAP