Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 21 January 2019 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Hertfordshire
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 55 50 102
Rank change year-on-year -5 +52 -33
Permanent jobs citing Mathematics 162 231 124
As % of all permanent IT jobs advertised in Hertfordshire 4.54% 5.17% 2.82%
As % of the Processes & Methodologies category 5.10% 5.78% 3.12%
Number of salaries quoted 151 239 103
Hertfordshire median annual salary £37,500 £50,000 £50,000
Median salary % change year-on-year -25.00% - +20.48%
10th Percentile £21,250 £27,500 £26,700
90th Percentile £68,750 £66,250 £65,000
East of England median annual salary £50,000 £50,000 £42,500
% change year-on-year - +17.65% +6.25%

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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3,179 3,999 3,978
As % of all permanent IT jobs advertised in Hertfordshire 89.00% 89.52% 90.49%
Number of salaries quoted 2,462 3,392 3,283
Hertfordshire median annual salary £50,000 £50,000 £50,000
10th Percentile £26,250 £27,000 £27,000
90th Percentile £75,000 £71,250 £72,500
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Mathematics
Job Vacancy Trend in Hertfordshire

Job postings citing Mathematics as a percentage of all IT jobs advertised in Hertfordshire.

Job vacancy trend for Mathematics in Hertfordshire

Mathematics
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mathematics in Hertfordshire.

Salary trend for Mathematics in Hertfordshire

Mathematics
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Mathematics in Hertfordshire over the 6 months to 21 January 2019.

Salary histogram for Mathematics in Hertfordshire

Mathematics
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Hertfordshire region over the 6 months to 21 January 2019. 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
Hatfield -15 33 £52,500 -12.50% 10
St Albans +1 30 £62,500 +25.00% 4
Watford +9 27 £25,000 -23.08% 2
Hertford - 17 £22,500 -
Stevenage +8 15 £55,000 +25.00% 8
Borehamwood +10 10 £32,500 - 2
Welwyn Garden City -25 6 £57,500 +15.00%
Berkhamsted - 6 £42,500 - 1
Hitchin - 4 £22,500 -
Kings Langley - 4 £37,500 - 6
Hemel Hempstead +13 3 £50,000 +25.00% 1
Broxbourne -3 2 £23,000 +2.22% 1
Mathematics
East of England

For the 6 months to 21 January 2019, 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 Hertfordshire region with a requirement for Mathematics.

1 77 (47.53%) Degree
2 72 (44.44%) Computer Science
2 72 (44.44%) C#
3 71 (43.83%) Physics
4 48 (29.63%) Java
4 48 (29.63%) SQL
5 46 (28.40%) Data Analysis
6 45 (27.78%) Agile Software Development
7 43 (26.54%) Python
7 43 (26.54%) PhD
7 43 (26.54%) Computer Science Degree
8 41 (25.31%) .NET
9 38 (23.46%) Software Engineering
10 34 (20.99%) DevOps
11 33 (20.37%) Analytics
11 33 (20.37%) Data Science
12 31 (19.14%) Problem-Solving
13 30 (18.52%) Algorithms
14 25 (15.43%) Analytical Skills
14 25 (15.43%) Graphite
14 25 (15.43%) AngularJS
14 25 (15.43%) Elasticsearch
14 25 (15.43%) Microsoft Azure
14 25 (15.43%) Redis
15 24 (14.81%) RabbitMQ
15 24 (14.81%) Web Development
16 21 (12.96%) C++
16 21 (12.96%) Data Analytics
16 21 (12.96%) Machine Learning
17 20 (12.35%) SDLC

Mathematics
Co-occurring IT Skills in Hertfordshire 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 25 (15.43%) Elasticsearch
2 8 (4.94%) OpenStack
3 5 (3.09%) Apache
3 5 (3.09%) Drupal
4 3 (1.85%) GlassFish
4 3 (1.85%) Tomcat
5 2 (1.23%) Apache Spark
Applications
1 8 (4.94%) Microsoft Excel
2 2 (1.23%) CPLEX
2 2 (1.23%) Microsoft Office
3 1 (0.62%) Spreadsheet
Business Applications
1 1 (0.62%) SAP ERP
Cloud Services
1 25 (15.43%) Microsoft Azure
2 17 (10.49%) Amazon AWS
3 9 (5.56%) Google Cloud Platform
4 5 (3.09%) Google App Engine
5 4 (2.47%) Office 365
6 2 (1.23%) IaaS
6 2 (1.23%) PaaS
Communications & Networking
1 5 (3.09%) TCP/IP
2 3 (1.85%) Wireless
3 2 (1.23%) LAN
3 2 (1.23%) WAN
4 1 (0.62%) Firewall
4 1 (0.62%) Network Security
4 1 (0.62%) SSL
4 1 (0.62%) Unified Communications
Database & Business Intelligence
1 25 (15.43%) Redis
2 6 (3.70%) Big Data
3 5 (3.09%) Oracle Database
3 5 (3.09%) PostgreSQL
3 5 (3.09%) RDBMS
3 5 (3.09%) Relational Database
4 4 (2.47%) SQL Server
5 2 (1.23%) BigQuery
6 1 (0.62%) Data Warehouse
Development Applications
1 4 (2.47%) Visual Studio Team System
2 3 (1.85%) LabVIEW
3 2 (1.23%) Team Foundation Server
3 2 (1.23%) Visual Studio
4 1 (0.62%) JIRA
General
1 13 (8.02%) Telecoms
2 12 (7.41%) Pharmaceutical
3 8 (4.94%) Finance
4 2 (1.23%) Marketing
4 2 (1.23%) Retail
5 1 (0.62%) Billing
5 1 (0.62%) Legal
Job Titles
1 84 (51.85%) Developer
2 44 (27.16%) Graduate
3 30 (18.52%) Software Engineer
4 27 (16.67%) Graduate Developer
5 23 (14.20%) .NET Developer
6 19 (11.73%) Java Developer
7 18 (11.11%) Graduate Software Engineer
8 15 (9.26%) Developer/Software Engineer
9 13 (8.02%) Lead Developer
9 13 (8.02%) Process Engineer
9 13 (8.02%) Project Manager
10 12 (7.41%) C# Developer
10 12 (7.41%) Senior Developer
11 11 (6.79%) Lead Java Developer
11 11 (6.79%) Software Developer
12 10 (6.17%) Analyst
12 10 (6.17%) Senior .NET Developer
13 7 (4.32%) Administrator
13 7 (4.32%) Automation Engineer
13 7 (4.32%) Graduate Project Manager
Libraries, Frameworks & Software Standards
1 41 (25.31%) .NET
2 25 (15.43%) AngularJS
3 24 (14.81%) RabbitMQ
4 15 (9.26%) Web Services
5 13 (8.02%) CSS
5 13 (8.02%) HTML
6 12 (7.41%) DirectX
6 12 (7.41%) OpenGL
7 11 (6.79%) .NET Core
7 11 (6.79%) Kafka
8 8 (4.94%) React
9 6 (3.70%) Velocity
10 5 (3.09%) Apache Beam
10 5 (3.09%) Spring
10 5 (3.09%) Spring Boot
11 3 (1.85%) Unity (Game Engine)
12 2 (1.23%) ASP.NET MVC
12 2 (1.23%) HTML5
12 2 (1.23%) jQuery
12 2 (1.23%) TensorFlow
Miscellaneous
1 30 (18.52%) Algorithms
2 25 (15.43%) Analytical Skills
3 16 (9.88%) Greenfield Project
4 15 (9.26%) Mobile App
5 10 (6.17%) Acoustics
6 7 (4.32%) SCADA
7 6 (3.70%) PMI
7 6 (3.70%) User Experience
8 5 (3.09%) Graphic Design
9 4 (2.47%) Robotics
10 3 (1.85%) Private Cloud
10 3 (1.85%) Replication
10 3 (1.85%) Self-Motivation
11 2 (1.23%) Cloud Native
11 2 (1.23%) Driving Licence
11 2 (1.23%) Public Cloud
12 1 (0.62%) CMDB
12 1 (0.62%) Life Science
12 1 (0.62%) Management Information System
Operating Systems
1 8 (4.94%) Linux
1 8 (4.94%) Unix
2 6 (3.70%) Windows
3 4 (2.47%) AIX
4 3 (1.85%) CoreOS
5 2 (1.23%) Windows Server
6 1 (0.62%) Debian
Processes & Methodologies
1 72 (44.44%) Computer Science
2 71 (43.83%) Physics
3 46 (28.40%) Data Analysis
4 45 (27.78%) Agile Software Development
5 38 (23.46%) Software Engineering
6 34 (20.99%) DevOps
7 33 (20.37%) Analytics
7 33 (20.37%) Data Science
8 31 (19.14%) Problem-Solving
9 24 (14.81%) Web Development
10 21 (12.96%) Data Analytics
10 21 (12.96%) Machine Learning
11 20 (12.35%) SDLC
12 15 (9.26%) Data Migration
12 15 (9.26%) Migration
12 15 (9.26%) Scaled Agile Framework
13 14 (8.64%) OO
13 14 (8.64%) Test Automation
14 13 (8.02%) Project Management
14 13 (8.02%) Signal Processing
Programming Languages
1 72 (44.44%) C#
2 48 (29.63%) Java
2 48 (29.63%) SQL
3 43 (26.54%) Python
4 21 (12.96%) C++
5 20 (12.35%) MATLAB
6 18 (11.11%) TypeScript
7 17 (10.49%) T-SQL
8 15 (9.26%) PL/SQL
9 13 (8.02%) JavaScript
10 10 (6.17%) C
11 6 (3.70%) Delphi
11 6 (3.70%) R
12 5 (3.09%) PHP
12 5 (3.09%) VBA
13 4 (2.47%) PowerShell
14 1 (0.62%) GLSL
14 1 (0.62%) Shell Script
Qualifications
1 77 (47.53%) Degree
2 43 (26.54%) Computer Science Degree
2 43 (26.54%) PhD
3 8 (4.94%) Numerate Degree
4 6 (3.70%) Master's Degree
4 6 (3.70%) PMI Certification
5 2 (1.23%) MPhil
5 2 (1.23%) Postgraduate
5 2 (1.23%) SC Cleared
5 2 (1.23%) Security Cleared
6 1 (0.62%) CCNA
6 1 (0.62%) Cisco Certification
6 1 (0.62%) NVQ Level 3
Quality Assurance & Compliance
1 3 (1.85%) Data Quality
System Software
1 17 (10.49%) Docker
2 8 (4.94%) Ceph
3 5 (3.09%) VMware Infrastructure
4 4 (2.47%) Active Directory
5 2 (1.23%) VMware ESXi
Systems Management
1 25 (15.43%) Graphite
2 14 (8.64%) Consul
3 13 (8.02%) Grafana
4 8 (4.94%) Kubernetes
5 6 (3.70%) Puppet
6 3 (1.85%) Ansible
7 2 (1.23%) Prometheus
Vendors
1 15 (9.26%) Talend
2 9 (5.56%) Google
3 8 (4.94%) Oracle
4 7 (4.32%) Microsoft
5 5 (3.09%) NetApp
5 5 (3.09%) VMware
6 3 (1.85%) Cisco
6 3 (1.85%) IBM
7 2 (1.23%) Aruba
7 2 (1.23%) Citrix
7 2 (1.23%) F5
7 2 (1.23%) Juniper
7 2 (1.23%) Xamarin
8 1 (0.62%) SAP