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 9 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 749 782 758
Rank change year-on-year +33 -24 -150
Permanent jobs citing Numerate Degree 153 191 518
As % of all permanent jobs advertised in the UK 0.15% 0.19% 0.33%
As % of the Qualifications category 0.56% 0.58% 1.23%
Number of salaries quoted 87 90 259
10th Percentile £26,500 £34,875 £31,250
25th Percentile £35,375 £47,500 £40,000
Median annual salary (50th Percentile) £55,000 £75,000 £60,000
Median % change year-on-year -26.67% +25.00% +9.09%
75th Percentile £65,625 £102,500 £75,000
90th Percentile £96,000 £140,000 £87,500
UK excluding London median annual salary £47,657 £62,500 £44,733
% change year-on-year -23.75% +39.72% -18.67%

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 27,444 33,124 42,253
As % of all permanent jobs advertised in the UK 27.69% 32.69% 26.93%
Number of salaries quoted 17,288 14,907 18,785
10th Percentile £28,374 £31,250 £31,000
25th Percentile £38,500 £41,750 £41,250
Median annual salary (50th Percentile) £54,000 £59,500 £55,000
Median % change year-on-year -9.24% +8.18% -
75th Percentile £71,000 £77,500 £73,750
90th Percentile £87,500 £95,000 £92,500
UK excluding London median annual salary £50,000 £51,350 £50,000
% change year-on-year -2.63% +2.70% +1.01%

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 9 May 2024.

Salary histogram for Numerate Degree in the UK

Numerate Degree
Top 17 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 9 May 2024. 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 +53 136 £55,000 -29.03% 100
UK excluding London -28 75 £47,657 -23.75% 46
London +92 69 £90,000 +16.13% 55
Work from Home +94 66 £47,500 -20.83% 27
South East -29 27 £55,000 -12.00% 9
North of England +61 16 £42,500 -27.66% 8
Midlands -12 12 £57,500 +1.77% 6
West Midlands +10 9 £57,500 +1.77% 4
Yorkshire +95 7 £42,500 - 3
South West -25 7 £47,657 -34.27% 5
North West +14 6 £32,500 -56.67% 4
Wales +5 5 £23,000 -67.14%
East of England +14 4 £55,000 +22.22% 15
North East -2 3 £27,500 -31.25% 1
Scotland -64 3 £32,500 -18.75% 2
East Midlands -17 2 £55,000 - 2
Channel Islands - 1 £67,500 - 1

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 19 (12.42%) SAS
2 4 (2.61%) Apache Spark
2 4 (2.61%) Site Server
3 2 (1.31%) Apache
3 2 (1.31%) Apache Airflow
3 2 (1.31%) Luigi
Applications
1 24 (15.69%) Microsoft Excel
2 9 (5.88%) Microsoft Office
3 6 (3.92%) SPSS
4 4 (2.61%) Spreadsheet
5 1 (0.65%) Microsoft PowerPoint
Business Applications
1 1 (0.65%) Endur
Cloud Services
1 18 (11.76%) Power Platform
2 10 (6.54%) Azure
3 9 (5.88%) AWS
4 4 (2.61%) Azure Machine Learning
5 2 (1.31%) GCP
5 2 (1.31%) SaaS
5 2 (1.31%) Snowflake
6 1 (0.65%) Azure DevOps
6 1 (0.65%) Azure Stack
6 1 (0.65%) Google Analytics
6 1 (0.65%) Google Data Studio
Communications & Networking
1 16 (10.46%) WPA
2 2 (1.31%) WAN
3 1 (0.65%) Firewall
Database & Business Intelligence
1 31 (20.26%) Tableau
2 18 (11.76%) Power BI
3 9 (5.88%) Data Mining
4 8 (5.23%) Relational Database
5 6 (3.92%) SQL Server
6 4 (2.61%) Hadoop
7 3 (1.96%) Looker
7 3 (1.96%) MySQL
8 2 (1.31%) Bigtable
8 2 (1.31%) CouchDB
8 2 (1.31%) Elasticsearch
8 2 (1.31%) PostgreSQL
8 2 (1.31%) Redis
8 2 (1.31%) RethinkDB
9 1 (0.65%) Amazon Redshift
9 1 (0.65%) Base SAS
9 1 (0.65%) Crystal Reports
9 1 (0.65%) MS Access
9 1 (0.65%) PowerPivot
9 1 (0.65%) SQL Server Reporting Services
General
1 52 (33.99%) Analytical Skills
2 51 (33.33%) Finance
3 39 (25.49%) Social Skills
4 13 (8.50%) Law
4 13 (8.50%) Pharmaceutical
5 9 (5.88%) Legal
5 9 (5.88%) Presentation Skills
6 7 (4.58%) Marketing
6 7 (4.58%) Military
7 5 (3.27%) Games
7 5 (3.27%) Manufacturing
8 4 (2.61%) Front Office
8 4 (2.61%) Influencing Skills
8 4 (2.61%) Retail
9 3 (1.96%) Aviation
9 3 (1.96%) Back Office
9 3 (1.96%) Financial Institution
10 1 (0.65%) Advertising
10 1 (0.65%) Inclusion and Diversity
10 1 (0.65%) Publishing
Job Titles
1 33 (21.57%) Senior
2 32 (20.92%) Analyst
3 27 (17.65%) Analytics Manager
4 19 (12.42%) Data Analyst
5 18 (11.76%) Senior Manager
6 15 (9.80%) Data Manager
7 14 (9.15%) Data Quality Manager
7 14 (9.15%) Quality Manager
8 12 (7.84%) Customer Analytics Manager
9 9 (5.88%) Fraud Manager
10 7 (4.58%) Developer
10 7 (4.58%) Graduate
11 6 (3.92%) Applications Engineer
11 6 (3.92%) Business Intelligence Analyst
11 6 (3.92%) Data Scientist
11 6 (3.92%) Lead
11 6 (3.92%) Senior Analytics Manager
12 5 (3.27%) Product Manager
12 5 (3.27%) Senior Analyst
13 4 (2.61%) Senior IT Manager
Libraries, Frameworks & Software Standards
1 8 (5.23%) XML
2 5 (3.27%) Regular Expression
3 4 (2.61%) ADO
4 2 (1.31%) .NET
4 2 (1.31%) CSS
4 2 (1.31%) HTML
4 2 (1.31%) Pandas
4 2 (1.31%) SQLAlchemy
5 1 (0.65%) .NET Framework
5 1 (0.65%) AngularJS
5 1 (0.65%) GraphQL
5 1 (0.65%) Keras
5 1 (0.65%) Lambda Expressions
5 1 (0.65%) Middleware
5 1 (0.65%) ModSecurity
5 1 (0.65%) pytest
5 1 (0.65%) PyTorch
5 1 (0.65%) React
5 1 (0.65%) REST
5 1 (0.65%) TensorFlow
Miscellaneous
1 31 (20.26%) Management Information System
2 21 (13.73%) Data Structures
3 18 (11.76%) Algorithms
4 13 (8.50%) Product Ownership
5 7 (4.58%) Biopharmaceutical
5 7 (4.58%) Life Science
6 6 (3.92%) Cyber Threat
7 4 (2.61%) Credit Risk
7 4 (2.61%) Onboarding
7 4 (2.61%) Security Posture
8 3 (1.96%) Analytical Mindset
9 2 (1.31%) Foreign Exchange (FX)
9 2 (1.31%) Operational Technology
10 1 (0.65%) CUDA
10 1 (0.65%) Data Protection Act
10 1 (0.65%) Enterprise Software
10 1 (0.65%) IoT
10 1 (0.65%) PKI
10 1 (0.65%) PropTech
10 1 (0.65%) Renewable Energy
Operating Systems
1 4 (2.61%) Apple iOS
2 1 (0.65%) Linux
2 1 (0.65%) Windows
2 1 (0.65%) Windows 10
2 1 (0.65%) Windows Server
2 1 (0.65%) Windows Server 2019
Processes & Methodologies
1 97 (63.40%) Mathematics
2 84 (54.90%) Statistics
3 59 (38.56%) Computer Science
4 55 (35.95%) Analytics
5 47 (30.72%) Data Management
6 42 (27.45%) Business Intelligence
7 37 (24.18%) Problem-Solving
8 36 (23.53%) Data Collection
9 33 (21.57%) Decision-Making
10 31 (20.26%) Roadmaps
11 30 (19.61%) Data Analysis
11 30 (19.61%) Economics
12 24 (15.69%) Dashboard Development
12 24 (15.69%) Data Science
12 24 (15.69%) Statistical Analysis
13 23 (15.03%) Data Modelling
13 23 (15.03%) Risk Management
14 22 (14.38%) Data Analytics
15 21 (13.73%) Agile
16 20 (13.07%) Machine Learning
Programming Languages
1 57 (37.25%) Python
2 45 (29.41%) SQL
3 15 (9.80%) R
4 6 (3.92%) Java
5 5 (3.27%) C++
5 5 (3.27%) Groovy
5 5 (3.27%) JavaScript
6 3 (1.96%) C#
7 2 (1.31%) Go
7 2 (1.31%) PHP
7 2 (1.31%) VBA
8 1 (0.65%) C
8 1 (0.65%) PowerShell
8 1 (0.65%) T-SQL
Qualifications
1 152 (99.35%) Degree
2 15 (9.80%) Master's Degree
3 6 (3.92%) Computer Science Degree
3 6 (3.92%) PhD
4 3 (1.96%) Security Cleared
5 2 (1.31%) AWS Certification
5 2 (1.31%) AWS Certified Solutions Architect
6 1 (0.65%) CISM
6 1 (0.65%) CISSP
6 1 (0.65%) HND
6 1 (0.65%) MCP
6 1 (0.65%) Microsoft Certification
Quality Assurance & Compliance
1 22 (14.38%) Data Quality
2 18 (11.76%) CDISC
3 17 (11.11%) QA
4 11 (7.19%) Good Clinical Practice
5 10 (6.54%) 21 CFR Part 11
6 6 (3.92%) Accessibility
7 5 (3.27%) GDPR
8 4 (2.61%) GRC
9 2 (1.31%) ISO/IEC 27001
9 2 (1.31%) NIST
9 2 (1.31%) Solvency II
10 1 (0.65%) JSP 440
10 1 (0.65%) RMADS
System Software
1 1 (0.65%) Docker
1 1 (0.65%) Hyper-V
1 1 (0.65%) Microsoft Virtual Server
1 1 (0.65%) Virtual Servers
1 1 (0.65%) VMware ESXi
Systems Management
1 1 (0.65%) SCCM
Vendors
1 17 (11.11%) Microsoft
2 6 (3.92%) iManage
3 4 (2.61%) Apple
3 4 (2.61%) Google
3 4 (2.61%) ServiceNow
4 3 (1.96%) F5
5 2 (1.31%) Databricks
6 1 (0.65%) Aderant
6 1 (0.65%) Dataiku
6 1 (0.65%) Ivanti
6 1 (0.65%) OpenLink