Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 2 July 2022 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > North East
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 28 81 59
Rank change year-on-year +53 -22 +28
Permanent jobs citing Mathematics 122 20 28
As % of all permanent jobs advertised in the North East 7.31% 1.73% 3.06%
As % of the Processes & Methodologies category 8.20% 1.87% 3.31%
Number of salaries quoted 98 5 25
10th Percentile £30,000 £23,900 £31,411
25th Percentile £34,375 £27,500 £32,500
Median annual salary (50th Percentile) £40,000 £55,000 £36,500
Median % change year-on-year -27.27% +50.68% -18.89%
75th Percentile - £62,500 £47,500
90th Percentile £50,000 - £69,500
England median annual salary £60,000 £52,500 £55,000
% change year-on-year +14.29% -4.55% +10.00%

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 North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Permanent vacancies with a requirement for process or methodology skills 1,487 1,070 845
As % of all permanent IT jobs advertised in the North East 89.10% 92.32% 92.45%
Number of salaries quoted 997 797 651
10th Percentile £26,250 £28,250 £25,000
25th Percentile £33,786 £33,750 £32,000
Median annual salary (50th Percentile) £45,000 £45,000 £41,500
Median % change year-on-year - +8.43% +3.75%
75th Percentile £60,000 £57,500 £51,250
90th Percentile £81,750 £65,000 £61,250
England median annual salary £60,000 £57,000 £55,000
% change year-on-year +5.26% +3.64% +4.76%

Mathematics
Job Vacancy Trend in the North East

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

Job vacancy trend for Mathematics in the North East

Mathematics
Salary Trend in the North East

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

Salary trend for Mathematics in the North East

Mathematics
Salary Histogram in the North East

Salary distribution for jobs citing Mathematics in the North East over the 6 months to 2 July 2022.

Salary histogram for Mathematics in the North East

Mathematics
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the North East region over the 6 months to 2 July 2022. 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
Durham +15 58 £40,000 -11.11% 6
Cleveland - 49 £40,000 -
Tyne and Wear -2 13 £48,872 -11.14% 13
Mathematics
England

For the 6 months to 2 July 2022, 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 North East region with a requirement for Mathematics.

1 120 (98.36%) Computer Science
2 117 (95.90%) Degree
3 86 (70.49%) ITIL
4 79 (64.75%) Azure
5 78 (63.93%) Microsoft
6 62 (50.82%) Windows
7 61 (50.00%) Unix
8 56 (45.90%) SQL
9 55 (45.08%) SQL Server
9 55 (45.08%) Migration
10 46 (37.70%) LAN
10 46 (37.70%) SolarWinds
11 39 (31.97%) C#
12 38 (31.15%) Windows Server
13 36 (29.51%) Performance Tuning
14 33 (27.05%) Linux
14 33 (27.05%) Firewall
15 28 (22.95%) Microsoft Certification
16 26 (21.31%) Incident Management
16 26 (21.31%) PowerShell
17 25 (20.49%) Docker
17 25 (20.49%) Proactive Monitoring
17 25 (20.49%) Infrastructure Engineering
17 25 (20.49%) Disaster Recovery
18 24 (19.67%) Dynamics CRM
18 24 (19.67%) Oracle
18 24 (19.67%) Microsoft Office
18 24 (19.67%) SAP
18 24 (19.67%) AIX
18 24 (19.67%) CRM

Mathematics
Co-occurring IT Skills in the North East 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 24 (19.67%) Apache
2 1 (0.82%) Apache Spark
Applications
1 24 (19.67%) Microsoft Office
Business Applications
1 24 (19.67%) Dynamics CRM
Cloud Services
1 79 (64.75%) Azure
2 24 (19.67%) Apigee
2 24 (19.67%) Azure DevOps
2 24 (19.67%) GitHub
2 24 (19.67%) GitHub Actions
3 15 (12.30%) AWS
Communications & Networking
1 46 (37.70%) LAN
2 33 (27.05%) Firewall
3 22 (18.03%) DHCP
3 22 (18.03%) DNS
3 22 (18.03%) WAN
4 13 (10.66%) Fibre Channel
4 13 (10.66%) TCP/IP
5 9 (7.38%) 3G
5 9 (7.38%) 4G
5 9 (7.38%) Cisco Nexus
5 9 (7.38%) Ethernet
5 9 (7.38%) FCoE
5 9 (7.38%) IPsec
5 9 (7.38%) Junos
5 9 (7.38%) NGFW
5 9 (7.38%) SAN
5 9 (7.38%) SSL
5 9 (7.38%) Unified Communications
5 9 (7.38%) Wi-Fi
5 9 (7.38%) Wireless
Database & Business Intelligence
1 55 (45.08%) SQL Server
2 19 (15.57%) RDBMS
2 19 (15.57%) Relational Database
3 12 (9.84%) Azure SQL Database
3 12 (9.84%) SQL Server Integration Services
3 12 (9.84%) SQL Server Reporting Services
4 4 (3.28%) Big Data
5 1 (0.82%) Data Mining
5 1 (0.82%) Redis
Development Applications
1 24 (19.67%) Jenkins
1 24 (19.67%) Octopus Deploy
General
1 23 (18.85%) Social Skills
2 20 (16.39%) Manufacturing
3 19 (15.57%) Analytical Skills
4 3 (2.46%) Finance
5 1 (0.82%) Games
5 1 (0.82%) Marketing
Job Titles
1 26 (21.31%) Administrator
1 26 (21.31%) Graduate
2 24 (19.67%) Unix Scripter
3 22 (18.03%) Software Engineer
4 19 (15.57%) Development Engineer
4 19 (15.57%) Graduate Development Engineer
4 19 (15.57%) Graduate Software Engineer
4 19 (15.57%) Software Development Engineer
5 15 (12.30%) Analyst
5 15 (12.30%) Infrastructure Team Leader
5 15 (12.30%) IT Infrastructure Team Leader
5 15 (12.30%) SQL Analyst
5 15 (12.30%) Systems Analyst
5 15 (12.30%) Team Leader
5 15 (12.30%) Unix Analyst
6 13 (10.66%) IT Administrator
6 13 (10.66%) Senior IT Administrator
6 13 (10.66%) Systems Administrator
6 13 (10.66%) Wintel Administrator
6 13 (10.66%) Wintel Systems Administrator
Libraries, Frameworks & Software Standards
1 24 (19.67%) Kafka
2 17 (13.93%) .NET
3 6 (4.92%) AngularJS
3 6 (4.92%) HTML
3 6 (4.92%) HTML5
4 5 (4.10%) CSS
4 5 (4.10%) J2EE
4 5 (4.10%) jQuery
5 1 (0.82%) Django
5 1 (0.82%) Node.js
5 1 (0.82%) PyTorch
5 1 (0.82%) RabbitMQ
5 1 (0.82%) React
5 1 (0.82%) scikit-learn
5 1 (0.82%) Spring
5 1 (0.82%) TensorFlow
5 1 (0.82%) WinForms
5 1 (0.82%) WPF
Miscellaneous
1 22 (18.03%) Management Information System
2 19 (15.57%) Device Driver
2 19 (15.57%) Self-Motivation
3 15 (12.30%) Public Cloud
4 12 (9.84%) Replication
5 9 (7.38%) Data Centre
5 9 (7.38%) PKI
6 4 (3.28%) Algorithms
7 2 (1.64%) Blockchain
7 2 (1.64%) Robotics
8 1 (0.82%) Data Structures
Operating Systems
1 62 (50.82%) Windows
2 61 (50.00%) Unix
3 38 (31.15%) Windows Server
4 33 (27.05%) Linux
5 24 (19.67%) AIX
6 13 (10.66%) Windows Server 2003
6 13 (10.66%) Windows Server 2008
6 13 (10.66%) Windows Server 2012
6 13 (10.66%) Windows Server 2016
Processes & Methodologies
1 120 (98.36%) Computer Science
2 86 (70.49%) ITIL
3 55 (45.08%) Migration
4 36 (29.51%) Performance Tuning
5 26 (21.31%) Incident Management
6 25 (20.49%) Disaster Recovery
6 25 (20.49%) Infrastructure Engineering
6 25 (20.49%) Proactive Monitoring
7 24 (19.67%) Change Control
7 24 (19.67%) CI/CD
7 24 (19.67%) Collaborative Working
7 24 (19.67%) CRM
7 24 (19.67%) DevOps
7 24 (19.67%) Problem-Solving
8 19 (15.57%) Continuous Improvement
8 19 (15.57%) Device Driver Development
8 19 (15.57%) Manufacturing Engineering
8 19 (15.57%) Regression Testing
9 15 (12.30%) Fault Management
9 15 (12.30%) Stakeholder Management
Programming Languages
1 56 (45.90%) SQL
2 39 (31.97%) C#
3 26 (21.31%) PowerShell
4 24 (19.67%) Bash
4 24 (19.67%) SAPscript
5 14 (11.48%) C++
6 13 (10.66%) Java
6 13 (10.66%) VB.NET
7 12 (9.84%) T-SQL
8 9 (7.38%) Python
9 6 (4.92%) JavaScript
10 4 (3.28%) R
11 1 (0.82%) XAML
Qualifications
1 117 (95.90%) Degree
2 28 (22.95%) Microsoft Certification
3 9 (7.38%) CCNA
3 9 (7.38%) CCNP
3 9 (7.38%) Cisco Certification
3 9 (7.38%) Numerate Degree
4 5 (4.10%) PhD
5 2 (1.64%) BPSS Clearance
5 2 (1.64%) SC Cleared
5 2 (1.64%) Security Cleared
6 1 (0.82%) Computer Science Degree
6 1 (0.82%) Master's Degree
Quality Assurance & Compliance
1 9 (7.38%) SLA
System Software
1 25 (20.49%) Docker
2 24 (19.67%) Apache ZooKeeper
3 13 (10.66%) Active Directory
3 13 (10.66%) Hyper-V
3 13 (10.66%) VMware Infrastructure
3 13 (10.66%) vSphere
3 13 (10.66%) XenApp
Systems Management
1 24 (19.67%) Ansible
1 24 (19.67%) Kubernetes
2 22 (18.03%) SolarWinds Orion
3 13 (10.66%) NetBackup
3 13 (10.66%) SCSM
3 13 (10.66%) WSUS
4 9 (7.38%) Cisco Prime
Vendors
1 78 (63.93%) Microsoft
2 46 (37.70%) SolarWinds
3 24 (19.67%) Oracle
3 24 (19.67%) SAP
4 13 (10.66%) Citrix
4 13 (10.66%) Veritas
4 13 (10.66%) VMware
5 9 (7.38%) Barracuda Networks
5 9 (7.38%) Cisco
5 9 (7.38%) F5
5 9 (7.38%) Forcepoint
5 9 (7.38%) Juniper
5 9 (7.38%) Palo Alto
6 1 (0.82%) Databricks
6 1 (0.82%) Perforce