Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 15 December 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 15 December 2019 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Hertfordshire
6 months to
15 Dec 2019		 Same period 2018 Same period 2017
Rank 112 59 62
Rank change year-on-year -53 +3 +45
Permanent jobs citing Mathematics 36 170 204
As % of all permanent IT jobs advertised in Hertfordshire 1.63% 4.46% 4.60%
As % of the Processes & Methodologies category 1.82% 4.87% 5.13%
Number of salaries quoted 24 167 212
Hertfordshire median annual salary £41,250 £37,500 £47,500
Median salary % change year-on-year +10.00% -21.05% +5.56%
10th Percentile £26,550 £21,250 £27,500
90th Percentile £68,750 £68,750 £65,000
East of England median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% +12.50%

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 1,980 3,490 3,976
As % of all permanent IT jobs advertised in Hertfordshire 89.47% 91.50% 89.61%
Number of salaries quoted 1,475 2,671 3,353
Hertfordshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £27,500 £26,750 £27,000
90th Percentile £77,500 £75,000 £71,250
East of England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 15 December 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 15 December 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
Hemel Hempstead +13 9 £32,500 -38.10% 1
Stevenage +11 9 £40,000 -2.44% 8
Watford +9 6 £60,000 +140.00% 2
Hatfield -13 2 £52,500 -16.00% 1
St Albans -30 2 £37,000 -40.80% 5
Letchworth - 2 £40,500 -
Welwyn Garden City +38 1 - - 2
Hertford -9 1 £75,000 +233.33%
Mathematics
East of England

For the 6 months to 15 December 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 17 (47.22%) Azure
2 15 (41.67%) Analytics
3 14 (38.89%) Agile Software Development
4 12 (33.33%) Degree
4 12 (33.33%) Algorithms
5 10 (27.78%) Analytical Skills
5 10 (27.78%) Data Science
5 10 (27.78%) SQL
5 10 (27.78%) Microsoft
6 9 (25.00%) PhD
6 9 (25.00%) PaaS
6 9 (25.00%) Software Architecture
7 8 (22.22%) Innovative Thinking
7 8 (22.22%) SDLC
7 8 (22.22%) Threat Modelling
7 8 (22.22%) Pharmaceutical
7 8 (22.22%) Business Intelligence
7 8 (22.22%) Data Analysis
7 8 (22.22%) Retail
7 8 (22.22%) TOGAF
8 7 (19.44%) Computer Science
8 7 (19.44%) Project Management
8 7 (19.44%) Microsoft Excel
9 6 (16.67%) SQL Server Integration Services
9 6 (16.67%) Data Management
9 6 (16.67%) Data Lake
9 6 (16.67%) Data Strategy
9 6 (16.67%) Power BI
9 6 (16.67%) Power Platform
9 6 (16.67%) Visualisation

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 1 (2.78%) OpenStack
1 1 (2.78%) Tomcat
Applications
1 7 (19.44%) Microsoft Excel
2 2 (5.56%) Simulink
2 2 (5.56%) Stateflow
3 1 (2.78%) Microsoft Office
3 1 (2.78%) Microsoft PowerPoint
Cloud Services
1 17 (47.22%) Azure
2 9 (25.00%) PaaS
3 6 (16.67%) Power Platform
4 3 (8.33%) AWS
5 2 (5.56%) GCP
6 1 (2.78%) Amazon EC2
6 1 (2.78%) AWS Elastic Beanstalk
6 1 (2.78%) Google App Engine
6 1 (2.78%) Google Compute Engine
6 1 (2.78%) IaaS
6 1 (2.78%) SaaS
Communications & Networking
1 2 (5.56%) Internet
1 2 (5.56%) TCP/IP
2 1 (2.78%) ATM
2 1 (2.78%) DNS
2 1 (2.78%) Firewall
2 1 (2.78%) Reverse Proxy
2 1 (2.78%) VPN
Database & Business Intelligence
1 6 (16.67%) Data Lake
1 6 (16.67%) Power BI
1 6 (16.67%) SQL Server Integration Services
2 3 (8.33%) Data Mining
3 2 (5.56%) Data Warehouse
3 2 (5.56%) Hadoop
3 2 (5.56%) SQL Server
4 1 (2.78%) Amazon RDS
4 1 (2.78%) Apache Cassandra
4 1 (2.78%) Big Data
4 1 (2.78%) BigQuery
4 1 (2.78%) MS Access
4 1 (2.78%) MySQL
4 1 (2.78%) SQL Server Analysis Services
Development Applications
1 1 (2.78%) Jenkins
1 1 (2.78%) NUnit
1 1 (2.78%) Rational DOORS
1 1 (2.78%) TeamCity
General
1 8 (22.22%) Pharmaceutical
1 8 (22.22%) Retail
2 2 (5.56%) Telecoms
3 1 (2.78%) Aerospace
3 1 (2.78%) Finance
3 1 (2.78%) French Language
3 1 (2.78%) German Language
3 1 (2.78%) Marketing
3 1 (2.78%) Swedish Language
Job Titles
1 9 (25.00%) Analyst
1 9 (25.00%) Architect
2 8 (22.22%) Software Architect
3 7 (19.44%) Data Analyst
4 4 (11.11%) Developer
5 3 (8.33%) Cisco Engineer
5 3 (8.33%) Cisco Network Engineer
5 3 (8.33%) Customer Engineer
5 3 (8.33%) Network Engineer
6 2 (5.56%) Data Cleansing Analyst
6 2 (5.56%) Data Insight Analyst
6 2 (5.56%) Data Quality Analyst
6 2 (5.56%) Data Scientist
6 2 (5.56%) Insight Analyst
6 2 (5.56%) Insight Data Analyst
6 2 (5.56%) Quality Analyst
6 2 (5.56%) Senior Data Scientist
7 1 (2.78%) AWS Infrastructure Architect
7 1 (2.78%) Cloud Architect
7 1 (2.78%) Microsoft Infrastructure Architect
Libraries, Frameworks & Software Standards
1 3 (8.33%) CSS
1 3 (8.33%) jQuery
1 3 (8.33%) Web Services
2 2 (5.56%) .NET
2 2 (5.56%) AngularJS
2 2 (5.56%) HTML
2 2 (5.56%) HTML5
3 1 (2.78%) ASP.NET
3 1 (2.78%) ASP.NET MVC 4
3 1 (2.78%) ASP.NET MVC 5
3 1 (2.78%) ASP.NET Web API
3 1 (2.78%) CSS3
3 1 (2.78%) J2EE
3 1 (2.78%) Kafka
3 1 (2.78%) Laravel
3 1 (2.78%) RabbitMQ
3 1 (2.78%) React
3 1 (2.78%) Sass
3 1 (2.78%) SignalR
3 1 (2.78%) WebSockets
Miscellaneous
1 12 (33.33%) Algorithms
2 10 (27.78%) Analytical Skills
3 1 (2.78%) ASIC
3 1 (2.78%) Driving Licence
3 1 (2.78%) Field-Programmable Gate Array
3 1 (2.78%) Hybrid Cloud
3 1 (2.78%) Internet of Things
3 1 (2.78%) Replication
3 1 (2.78%) Smart City
3 1 (2.78%) VHDL
3 1 (2.78%) Virtual Team
Operating Systems
1 2 (5.56%) Linux
2 1 (2.78%) Android
2 1 (2.78%) Apple iOS
2 1 (2.78%) Debian
2 1 (2.78%) Ubuntu
2 1 (2.78%) Unix
Processes & Methodologies
1 15 (41.67%) Analytics
2 14 (38.89%) Agile Software Development
3 10 (27.78%) Data Science
4 9 (25.00%) Software Architecture
5 8 (22.22%) Business Intelligence
5 8 (22.22%) Data Analysis
5 8 (22.22%) Innovative Thinking
5 8 (22.22%) SDLC
5 8 (22.22%) Threat Modelling
5 8 (22.22%) TOGAF
6 7 (19.44%) Computer Science
6 7 (19.44%) Project Management
7 6 (16.67%) Business Analytics
7 6 (16.67%) Data Management
7 6 (16.67%) Data Strategy
7 6 (16.67%) Visualisation
8 5 (13.89%) Physics
9 4 (11.11%) Machine Learning
9 4 (11.11%) Problem-Solving
10 3 (8.33%) Project Delivery
Programming Languages
1 10 (27.78%) SQL
2 4 (11.11%) Java
2 4 (11.11%) Python
3 3 (8.33%) JavaScript
4 2 (5.56%) C#
4 2 (5.56%) MATLAB
4 2 (5.56%) R
4 2 (5.56%) Scala
5 1 (2.78%) Ada
5 1 (2.78%) C
5 1 (2.78%) C++
5 1 (2.78%) Fortran
5 1 (2.78%) PHP
Qualifications
1 12 (33.33%) Degree
2 9 (25.00%) PhD
3 4 (11.11%) Computer Science Degree
3 4 (11.11%) Numerate Degree
4 3 (8.33%) CCNA
4 3 (8.33%) Cisco Certification
5 2 (5.56%) Security Cleared
6 1 (2.78%) Master's Degree
6 1 (2.78%) SC Cleared
Quality Assurance & Compliance
1 6 (16.67%) Data Quality
2 1 (2.78%) Actionable Recommendations
2 1 (2.78%) GDPR
2 1 (2.78%) QA
System Software
1 3 (8.33%) Docker
2 1 (2.78%) Firmware
2 1 (2.78%) VMware Infrastructure
2 1 (2.78%) VMware NSX
Systems Management
1 3 (8.33%) Kubernetes
2 2 (5.56%) Docker Swarm
2 2 (5.56%) Puppet
Vendors
1 10 (27.78%) Microsoft
2 3 (8.33%) Cisco
2 3 (8.33%) Juniper
2 3 (8.33%) Palo Alto
3 2 (5.56%) Google
4 1 (2.78%) EMC
4 1 (2.78%) IBM
4 1 (2.78%) JD Edwards
4 1 (2.78%) MathWorks
4 1 (2.78%) Openreach
4 1 (2.78%) Red Hat
4 1 (2.78%) SAP
4 1 (2.78%) Sencha
4 1 (2.78%) Tableau
4 1 (2.78%) VMware
4 1 (2.78%) Zend