Numerate Degree (Degree in Mathematics)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 4 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
4 Dec 2023
Same period 2022 Same period 2021
Rank 627 687 705
Rank change year-on-year +60 +18 -131
Permanent jobs citing Numerate Degree 114 416 416
As % of all permanent jobs advertised in the UK 0.21% 0.34% 0.32%
As % of the Qualifications category 0.66% 1.13% 1.31%
Number of salaries quoted 55 207 255
10th Percentile £28,500 £30,000 £31,650
25th Percentile £40,625 £40,000 £41,250
Median annual salary (50th Percentile) £57,500 £65,000 £55,000
Median % change year-on-year -11.54% +18.18% -
75th Percentile £83,750 £81,250 £71,875
90th Percentile £142,000 £92,500 £95,000
UK excluding London median annual salary £55,000 £40,000 £52,500
% change year-on-year +37.50% -23.81% -4.55%

All Academic and Professional Certifications
UK

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 with a requirement for academic qualifications or professional certifications.

Permanent vacancies requiring academic qualifications or professional certifications 17,351 36,863 31,741
As % of all permanent jobs advertised in the UK 32.59% 29.74% 24.75%
Number of salaries quoted 10,857 16,923 17,862
10th Percentile £31,125 £31,250 £31,250
25th Percentile £42,000 £41,250 £41,250
Median annual salary (50th Percentile) £57,500 £57,000 £55,000
Median % change year-on-year +0.88% +3.64% -
75th Percentile £75,000 £76,250 £72,750
90th Percentile £92,500 £93,750 £90,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +2.04%

Numerate Degree
Job Vacancy Trend

Job postings citing Numerate Degree as a proportion of all IT jobs advertised.

Job vacancy trend for Numerate Degree in the UK

Numerate Degree
Salary Trend

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

Salary trend for Numerate Degree in the UK

Numerate Degree
Salary Histogram

Salary distribution for jobs citing Numerate Degree over the 6 months to 4 December 2023.

Salary histogram for Numerate Degree in the UK

Numerate Degree
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the UK over the 6 months to 4 December 2023. 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
Jobs
England +73 111 £57,500 -11.54% 127
Work from Home +174 84 £56,250 -4.03% 55
UK excluding London +83 79 £55,000 +37.50% 60
South East +134 35 £55,000 +29.41% 15
London +148 32 £74,250 +2.41% 77
South West +60 19 £80,000 +113.33% 7
North of England +129 12 £27,500 -53.04% 17
West Midlands +97 8 £41,750 -14.80% 4
Midlands +50 8 £41,750 -14.80% 11
Yorkshire - 8 £65,000 - 5
East of England +113 3 £75,000 +114.29% 6
North West +78 2 £28,250 -51.76% 11
North East +46 2 £22,500 - 1
Wales +19 2 £50,000 -15.69%

Numerate Degree
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 32 (28.07%) SAS
2 4 (3.51%) ThingWorx
3 1 (0.88%) Apache Spark
Applications
1 5 (4.39%) Microsoft Office
2 4 (3.51%) Microsoft Excel
3 3 (2.63%) SPSS
3 3 (2.63%) Stata
Business Applications
1 1 (0.88%) Endur
Cloud Services
1 9 (7.89%) Power Platform
2 3 (2.63%) AWS
3 2 (1.75%) Adobe Analytics
3 2 (1.75%) dbt
3 2 (1.75%) GCP
3 2 (1.75%) Google Analytics
4 1 (0.88%) AWS Fargate
4 1 (0.88%) Azure
4 1 (0.88%) Azure Cognitive Services
4 1 (0.88%) GitHub
4 1 (0.88%) SaaS
4 1 (0.88%) Snowflake
Communications & Networking
1 2 (1.75%) DNS
1 2 (1.75%) Internet
2 1 (0.88%) NAS
2 1 (0.88%) Reverse Proxy
2 1 (0.88%) SAN
2 1 (0.88%) VLAN
2 1 (0.88%) WAN
Database & Business Intelligence
1 31 (27.19%) Base SAS
1 31 (27.19%) Metadata
2 14 (12.28%) Big Data
3 12 (10.53%) Tableau
4 9 (7.89%) Power BI
5 3 (2.63%) Data Lake
6 2 (1.75%) Data Warehouse
6 2 (1.75%) Looker
6 2 (1.75%) Relational Database
7 1 (0.88%) MS Access
7 1 (0.88%) PostgreSQL
7 1 (0.88%) Qlik Sense
7 1 (0.88%) Spotfire
7 1 (0.88%) SQL Server
7 1 (0.88%) SQL Server Analysis Services
7 1 (0.88%) SQL Server Integration Services
7 1 (0.88%) SQL Server Reporting Services
Development Applications
1 1 (0.88%) Artifactory
1 1 (0.88%) Git
1 1 (0.88%) GitLab
1 1 (0.88%) Jenkins
1 1 (0.88%) SonarQube
General
1 45 (39.47%) Inclusion and Diversity
2 41 (35.96%) Finance
3 31 (27.19%) Pharmaceutical
4 29 (25.44%) Social Skills
5 27 (23.68%) Analytical Skills
6 6 (5.26%) Front Office
6 6 (5.26%) Retail
7 3 (2.63%) Banking
7 3 (2.63%) Manufacturing
7 3 (2.63%) Presentation Skills
7 3 (2.63%) Social Science
8 2 (1.75%) Marketing
8 2 (1.75%) Public Sector
8 2 (1.75%) Tech for Good
9 1 (0.88%) Back Office
9 1 (0.88%) Games
9 1 (0.88%) Law
9 1 (0.88%) Legal
9 1 (0.88%) Publishing
9 1 (0.88%) Telecoms
Job Titles
1 31 (27.19%) Analyst
1 31 (27.19%) Principal Statistical Programmer
1 31 (27.19%) Programmer
1 31 (27.19%) SAS Programmer
1 31 (27.19%) SAS Statistical Programmer
1 31 (27.19%) Statistical Programmer
2 15 (13.16%) Senior
3 12 (10.53%) Data Analyst
4 10 (8.77%) Senior Analyst
5 9 (7.89%) Consultant
5 9 (7.89%) Graduate
6 7 (6.14%) Data Scientist
7 6 (5.26%) Developer
7 6 (5.26%) Lead
8 4 (3.51%) Graduate Analyst
8 4 (3.51%) Java Developer
8 4 (3.51%) Risk Analyst
9 3 (2.63%) Actuarial Analyst
9 3 (2.63%) Big Data Engineer
9 3 (2.63%) Data Engineer
Libraries, Frameworks & Software Standards
1 32 (28.07%) XML
2 15 (13.16%) Pandas
2 15 (13.16%) PyTorch
2 15 (13.16%) scikit-learn
3 14 (12.28%) HTML
4 7 (6.14%) ModSecurity
5 1 (0.88%) AWS CDK
5 1 (0.88%) Hugging Face
5 1 (0.88%) JSON
5 1 (0.88%) YAML
Miscellaneous
1 31 (27.19%) Life Science
1 31 (27.19%) Onboarding
2 18 (15.79%) Algorithms
3 14 (12.28%) Cyberattack
4 5 (4.39%) Renewable Energy
4 5 (4.39%) Self-Motivation
5 4 (3.51%) Credit Risk
5 4 (3.51%) Cyber Threat
5 4 (3.51%) Foreign Exchange (FX)
5 4 (3.51%) Industrial Internet of Things
6 3 (2.63%) Mobile App
7 2 (1.75%) IoT
7 2 (1.75%) Management Information System
7 2 (1.75%) Operational Technology
7 2 (1.75%) Product Ownership
8 1 (0.88%) Data Structures
8 1 (0.88%) Market Risk
8 1 (0.88%) Reinsurance
8 1 (0.88%) Taxonomies
Operating Systems
1 2 (1.75%) Linux
2 1 (0.88%) Ubuntu
2 1 (0.88%) Windows
Processes & Methodologies
1 105 (92.11%) Mathematics
2 71 (62.28%) Computer Science
3 70 (61.40%) Statistics
4 63 (55.26%) Problem-Solving
5 48 (42.11%) Decision-Making
6 37 (32.46%) Collaborative Working
7 35 (30.70%) Creative Thinking
8 33 (28.95%) Data Analysis
9 32 (28.07%) Project Management
10 31 (27.19%) Analytics
10 31 (27.19%) Biostatistics
10 31 (27.19%) Biotechnology
10 31 (27.19%) Clinical Data Management
10 31 (27.19%) Data Management
10 31 (27.19%) Line Management
10 31 (27.19%) Time Management
11 24 (21.05%) Data Science
12 23 (20.18%) Visualisation
13 22 (19.30%) Artificial Intelligence
14 21 (18.42%) Machine Learning
Programming Languages
1 36 (31.58%) Python
2 31 (27.19%) SAS Macro
3 18 (15.79%) SQL
4 9 (7.89%) R
5 5 (4.39%) C++
5 5 (4.39%) Java
6 3 (2.63%) JavaScript
6 3 (2.63%) MATLAB
7 1 (0.88%) Bash
7 1 (0.88%) C
7 1 (0.88%) Scala
7 1 (0.88%) Shell Script
7 1 (0.88%) T-SQL
7 1 (0.88%) VBA
Qualifications
1 114 (100.00%) Degree
2 23 (20.18%) Security Cleared
3 19 (16.67%) DV Cleared
4 13 (11.40%) Computer Science Degree
5 8 (7.02%) HND
6 7 (6.14%) CISSP
7 5 (4.39%) Master's Degree
7 5 (4.39%) SC Cleared
8 3 (2.63%) PhD
8 3 (2.63%) Tableau Certification
9 1 (0.88%) APMP
9 1 (0.88%) AWS Certification
9 1 (0.88%) CFA
9 1 (0.88%) CISM
9 1 (0.88%) PMP
9 1 (0.88%) Postgraduate
9 1 (0.88%) PRINCE2 Certification
Quality Assurance & Compliance
1 33 (28.95%) QA
2 31 (27.19%) CDISC
3 7 (6.14%) JSP 440
3 7 (6.14%) RMADS
4 2 (1.75%) Data Quality
System Software
1 1 (0.88%) Docker
Systems Management
1 2 (1.75%) Kubernetes
2 1 (0.88%) HAProxy
Vendors
1 4 (3.51%) PTC
2 3 (2.63%) Google
2 3 (2.63%) Microsoft
3 2 (1.75%) Adobe
4 1 (0.88%) Alteryx
4 1 (0.88%) Barracuda Networks
4 1 (0.88%) OpenLink