Period
to 26 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 6 months to 26 October 2021 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > East of England
6 months to
26 Oct 2021
Same period 2020 Same period 2019
Rank 40 55 98
Rank change year-on-year +15 +43 -55
Permanent jobs citing Mathematics 290 79 210
As % of all permanent jobs advertised in the East of England 5.23% 4.37% 3.09%
As % of the Processes & Methodologies category 5.74% 4.85% 3.39%
Number of salaries quoted 71 46 158
10th Percentile £25,000 £28,000 £22,468
25th Percentile £26,750 £38,750 £31,500
Median annual salary (50th Percentile) £50,000 £52,500 £45,000
Median % change year-on-year -4.76% +16.67% +5.88%
75th Percentile £61,875 £74,688 £52,500
90th Percentile £77,500 £82,500 £65,000
England median annual salary £54,481 £55,000 £50,000
% change year-on-year -0.94% +10.00% -4.76%

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 5,051 1,630 6,190
As % of all permanent IT jobs advertised in the East of England 91.12% 90.20% 91.10%
Number of salaries quoted 2,681 1,324 4,514
10th Percentile £27,500 £30,000 £27,250
25th Percentile £35,000 £38,750 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
75th Percentile £62,500 £65,000 £61,250
90th Percentile £75,000 £82,500 £74,250
England median annual salary £59,500 £55,000 £52,500
% change year-on-year +8.18% +4.76% -

Mathematics
Job Vacancy Trend in the East of England

Job postings citing Mathematics as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Mathematics in the East of England

Mathematics
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Mathematics in the East of England.

Salary trend for Mathematics in the East of England

Mathematics
Salary Histogram in the East of England

Salary distribution for jobs citing Mathematics in the East of England over the 6 months to 26 October 2021.

Salary histogram for Mathematics in the East of England

Mathematics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the East of England region over the 6 months to 26 October 2021. 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
Cambridgeshire +10 171 £50,000 -33.33% 41
Hertfordshire -26 61 £60,000 +37.14% 21
Essex +7 42 £50,000 - 8
Bedfordshire -12 12 £25,000 - 5
Suffolk -15 3 £23,000 -70.32%
Norfolk -29 1 £24,594 +40.54% 1
Mathematics
England

For the 6 months to 26 October 2021, IT jobs citing Mathematics 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 East of England region with a requirement for Mathematics.

1 187 (64.48%) Degree
2 178 (61.38%) Computer Science
3 126 (43.45%) Statistics
4 122 (42.07%) Social Skills
5 98 (33.79%) Agile Software Development
6 93 (32.07%) Pharmaceutical
7 85 (29.31%) SAS
8 83 (28.62%) Analytical Skills
9 77 (26.55%) Management Information System
10 74 (25.52%) Problem-Solving
11 72 (24.83%) Analytics
12 68 (23.45%) Life Science
13 65 (22.41%) Data Management
14 64 (22.07%) Python
15 63 (21.72%) Master's Degree
16 59 (20.34%) Machine Learning
17 57 (19.66%) Law
18 56 (19.31%) Computer Science Degree
19 55 (18.97%) Mentoring
20 53 (18.28%) Visualisation
20 53 (18.28%) SQL
21 49 (16.90%) Biostatistics
21 49 (16.90%) Inclusion and Diversity
22 46 (15.86%) Software Engineering
23 44 (15.17%) PhD
24 42 (14.48%) Data Science
25 41 (14.14%) Business Intelligence
25 41 (14.14%) Economics
26 40 (13.79%) C++
26 40 (13.79%) R

Mathematics
Co-occurring IT Skills in the East of England 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 85 (29.31%) SAS
2 9 (3.10%) Appian
2 9 (3.10%) Confluence
3 4 (1.38%) MS Exchange
4 3 (1.03%) Apache Spark
4 3 (1.03%) Exchange Server 2007
4 3 (1.03%) Exchange Server 2010
5 2 (0.69%) SharePoint
6 1 (0.34%) Elasticsearch
6 1 (0.34%) WordPress
Applications
1 11 (3.79%) Microsoft Office
2 6 (2.07%) Microsoft Excel
3 5 (1.72%) Simulink
4 3 (1.03%) SPSS
5 1 (0.34%) Adobe Illustrator
5 1 (0.34%) Photoshop
Business Applications
1 3 (1.03%) Cognos Business Intelligence
1 3 (1.03%) IBM Planning Analytics
2 2 (0.69%) Sprinklr
3 1 (0.34%) Academy Housing
3 1 (0.34%) iTrent
3 1 (0.34%) Orchard Housing
3 1 (0.34%) Teamcenter
3 1 (0.34%) WebTrends
Cloud Services
1 31 (10.69%) Azure
2 27 (9.31%) Power Platform
3 18 (6.21%) AWS
3 18 (6.21%) OpenShift
4 10 (3.45%) Cloud Computing
5 9 (3.10%) Power Automate
5 9 (3.10%) Serverless
6 8 (2.76%) Microsoft 365
7 6 (2.07%) SaaS
8 5 (1.72%) Azure Data Factory
9 4 (1.38%) Azure Machine Learning
10 3 (1.03%) Azure Active Directory
10 3 (1.03%) GCP
11 2 (0.69%) Adobe Analytics
11 2 (0.69%) Amazon EC2
11 2 (0.69%) Amazon S3
11 2 (0.69%) Google Analytics
11 2 (0.69%) PaaS
12 1 (0.34%) Azure Stack
12 1 (0.34%) GitHub
Communications & Networking
1 11 (3.79%) Kerberos
2 4 (1.38%) Firewall
2 4 (1.38%) TCP/IP
3 3 (1.03%) Internet
3 3 (1.03%) LAN
3 3 (1.03%) VLAN
3 3 (1.03%) VoIP
4 2 (0.69%) DHCP
4 2 (0.69%) DNS
4 2 (0.69%) Ethernet
4 2 (0.69%) VPN
5 1 (0.34%) Broadband
Database & Business Intelligence
1 32 (11.03%) Tableau
2 21 (7.24%) Spotfire
3 19 (6.55%) Data Warehouse
3 19 (6.55%) Enterprise Data Warehouse
4 14 (4.83%) Power BI
5 13 (4.48%) Oracle Reports
6 10 (3.45%) Data Mining
7 8 (2.76%) PostgreSQL
7 8 (2.76%) SQL Server
8 3 (1.03%) Hadoop
8 3 (1.03%) OLAP
8 3 (1.03%) Oracle OLAP
9 2 (0.69%) Apache Hive
9 2 (0.69%) BusinessObjects
9 2 (0.69%) Data Lake
9 2 (0.69%) Electronic Patient Records
9 2 (0.69%) NoSQL
9 2 (0.69%) Oracle Database
9 2 (0.69%) Oracle Database 11g
9 2 (0.69%) SQL Server Integration Services
Development Applications
1 32 (11.03%) Jenkins
2 15 (5.17%) Git (software)
3 11 (3.79%) Maven
4 10 (3.45%) JIRA
5 8 (2.76%) CMake
6 2 (0.69%) GitLab
6 2 (0.69%) Rational DOORS
7 1 (0.34%) Bitbucket
7 1 (0.34%) Inno Setup
7 1 (0.34%) LabVIEW
7 1 (0.34%) Rational Rhapsody
7 1 (0.34%) ReSharper
7 1 (0.34%) Team Foundation Server
General
1 122 (42.07%) Social Skills
2 93 (32.07%) Pharmaceutical
3 83 (28.62%) Analytical Skills
4 57 (19.66%) Law
5 49 (16.90%) Inclusion and Diversity
6 37 (12.76%) Finance
7 31 (10.69%) Marketing
8 13 (4.48%) Humanities
9 11 (3.79%) Electronics
9 11 (3.79%) Presentation Skills
10 10 (3.45%) Social Science
11 9 (3.10%) Legal
11 9 (3.10%) Spanish Language
12 7 (2.41%) Public Speaking
13 5 (1.72%) Automotive
14 4 (1.38%) Aerospace
14 4 (1.38%) Games
14 4 (1.38%) Organisational Skills
15 3 (1.03%) Back Office
15 3 (1.03%) Front Office
Job Titles
1 96 (33.10%) Analyst
2 79 (27.24%) Programmer
3 32 (11.03%) Software Engineer
4 25 (8.62%) Statistical Programmer
5 22 (7.59%) Data Analyst
6 19 (6.55%) Senior Programmer
7 15 (5.17%) Developer
8 14 (4.83%) Architect
8 14 (4.83%) C++ Software Engineer
9 13 (4.48%) Graduate
10 12 (4.14%) Senior Analyst
11 11 (3.79%) Data Science Director
11 11 (3.79%) Python Engineer
11 11 (3.79%) Python Software Engineer
12 9 (3.10%) Automation Architect
12 9 (3.10%) Principal Architect
13 8 (2.76%) Analyst Developer
13 8 (2.76%) Junior
13 8 (2.76%) Senior Software Engineer
14 7 (2.41%) Technical Manager
Libraries, Frameworks & Software Standards
1 18 (6.21%) Spring Boot
2 15 (5.17%) .NET
3 12 (4.14%) RESTful
4 11 (3.79%) JavaFX
4 11 (3.79%) NumPy
4 11 (3.79%) Swing
4 11 (3.79%) Web Services
5 9 (3.10%) React
5 9 (3.10%) Spring
6 8 (2.76%) Play Framework
6 8 (2.76%) REST
6 8 (2.76%) SciPy
7 7 (2.41%) AngularJS
7 7 (2.41%) Java EE
8 6 (2.07%) TensorFlow
9 5 (1.72%) Boost C++ Libraries
9 5 (1.72%) JSON
10 4 (1.38%) Protocol Buffers
10 4 (1.38%) PyTorch
11 3 (1.03%) OAuth
Miscellaneous
1 77 (26.55%) Management Information System
2 68 (23.45%) Life Science
3 31 (10.69%) Algorithms
4 21 (7.24%) Social Media
5 18 (6.21%) Self-Motivation
6 17 (5.86%) User Experience
7 15 (5.17%) Reference Data
8 14 (4.83%) Robotics
9 8 (2.76%) Virtual Team
10 4 (1.38%) Biotechnology
10 4 (1.38%) Online Games
10 4 (1.38%) Renewable Energy
11 3 (1.03%) Fixed Income
11 3 (1.03%) Foreign Exchange (FX)
12 2 (0.69%) Analytical Mindset
12 2 (0.69%) Digital Media
12 2 (0.69%) Field-Programmable Gate Array
12 2 (0.69%) Housing Association
13 1 (0.34%) Industry 4.0
13 1 (0.34%) TMS320
Operating Systems
1 27 (9.31%) Linux
2 17 (5.86%) Windows
3 8 (2.76%) Unix
4 6 (2.07%) Windows 10
5 3 (1.03%) Windows 7
5 3 (1.03%) Windows 8
5 3 (1.03%) Windows Server
5 3 (1.03%) Windows Server 2008
5 3 (1.03%) Windows Server 2012
6 2 (0.69%) Mac OS
7 1 (0.34%) Android
7 1 (0.34%) Apple iOS
7 1 (0.34%) Mac OS X
7 1 (0.34%) VxWorks
Processes & Methodologies
1 178 (61.38%) Computer Science
2 126 (43.45%) Statistics
3 98 (33.79%) Agile Software Development
4 74 (25.52%) Problem-Solving
5 72 (24.83%) Analytics
6 65 (22.41%) Data Management
7 59 (20.34%) Machine Learning
8 55 (18.97%) Mentoring
9 53 (18.28%) Visualisation
10 49 (16.90%) Biostatistics
11 46 (15.86%) Software Engineering
12 42 (14.48%) Data Science
13 41 (14.14%) Business Intelligence
13 41 (14.14%) Economics
14 38 (13.10%) Physics
14 38 (13.10%) Risk Management
15 37 (12.76%) Continuous Improvement
15 37 (12.76%) Decision-Making
16 36 (12.41%) Artificial Intelligence
17 31 (10.69%) DevOps
Programming Languages
1 64 (22.07%) Python
2 53 (18.28%) SQL
3 40 (13.79%) C++
3 40 (13.79%) R
4 34 (11.72%) C
5 30 (10.34%) Java
6 20 (6.90%) C#
7 15 (5.17%) JavaScript
8 13 (4.48%) MATLAB
9 11 (3.79%) Java 8
9 11 (3.79%) Perl
10 8 (2.76%) Groovy
10 8 (2.76%) VBA
11 7 (2.41%) Shell Script
12 3 (1.03%) Bash Shell
13 2 (0.69%) PHP
14 1 (0.34%) Assembly Language
14 1 (0.34%) Delphi
14 1 (0.34%) Ruby
14 1 (0.34%) VB.NET
Qualifications
1 187 (64.48%) Degree
2 63 (21.72%) Master's Degree
3 56 (19.31%) Computer Science Degree
4 44 (15.17%) PhD
5 33 (11.38%) Numerate Degree
6 9 (3.10%) Six Sigma Green Belt
7 7 (2.41%) Microsoft Certification
8 6 (2.07%) Security Cleared
9 4 (1.38%) TOGAF Certification
10 3 (1.03%) DBS Check
10 3 (1.03%) SC Cleared
11 1 (0.34%) BC Cleared
Quality Assurance & Compliance
1 14 (4.83%) Data Quality
2 13 (4.48%) GDPR
3 12 (4.14%) CDISC
4 4 (1.38%) GRC
5 3 (1.03%) GxP
6 2 (0.69%) Actionable Recommendations
6 2 (0.69%) Cyber Essentials
6 2 (0.69%) Good Clinical Practice
6 2 (0.69%) SLA
7 1 (0.34%) 21 CFR Part 11
7 1 (0.34%) DO-254
7 1 (0.34%) ISO/IEC 15288
7 1 (0.34%) ISO/IEC 27001
7 1 (0.34%) QA
System Software
1 14 (4.83%) Docker
2 8 (2.76%) Active Directory
3 1 (0.34%) Firmware
3 1 (0.34%) Hyper-V
Systems Management
1 18 (6.21%) Ansible
2 17 (5.86%) Kubernetes
3 13 (4.48%) Oracle EDQ
4 4 (1.38%) Terraform
5 2 (0.69%) Single Sign-On
6 1 (0.34%) BMC PATROL
6 1 (0.34%) Microsoft Intune
Vendors
1 29 (10.00%) Microsoft
2 26 (8.97%) Oracle
3 21 (7.24%) Facebook
4 17 (5.86%) SAP
5 16 (5.52%) Saba
6 13 (4.48%) MuleSoft
6 13 (4.48%) Salesforce.com
7 9 (3.10%) Automation Anywhere
8 7 (2.41%) Google
8 7 (2.41%) Red Hat
9 4 (1.38%) Databricks
10 3 (1.03%) Cisco
10 3 (1.03%) Cognos
10 3 (1.03%) Dell
10 3 (1.03%) HP
10 3 (1.03%) Hyperion
10 3 (1.03%) IBM
10 3 (1.03%) Sophos
10 3 (1.03%) Splunk
10 3 (1.03%) WatchGuard