Period
to 22 November 2018

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 22 November 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Hertfordshire
6 months to
22 Nov 2018
Same period 2017 Same period 2016
Rank 59 67 94
Rank change year-on-year +8 +27 -25
Permanent jobs citing Mathematics 178 186 131
As % of all permanent IT jobs advertised in Hertfordshire 4.59% 4.21% 2.91%
As % of the Processes & Methodologies category 5.08% 4.80% 3.23%
Number of salaries quoted 173 195 108
Hertfordshire median annual salary £37,500 £45,000 £45,000
Median salary % change year-on-year -16.67% - +11.11%
10th Percentile £21,250 £27,500 £21,850
90th Percentile £68,750 £65,000 £65,000
East of England median annual salary £47,500 £45,000 £37,500
% change year-on-year +5.56% +20.00% -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 3,503 3,876 4,056
As % of all permanent IT jobs advertised in Hertfordshire 90.28% 87.83% 90.01%
Number of salaries quoted 2,706 3,265 3,347
Hertfordshire median annual salary £50,000 £47,500 £49,000
Median salary % change year-on-year +5.26% -3.06% +6.52%
10th Percentile £26,750 £27,250 £27,500
90th Percentile £75,000 £71,250 £72,500
East of England median annual salary £47,500 £47,000 £45,000
% change year-on-year +1.06% +4.44% -

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 22 November 2018.

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 22 November 2018. 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 +1 47 £65,000 +8.33% 6
Watford +15 37 £32,500 - 3
St Albans -7 29 £62,500 +19.05% 7
Hertford - 15 £22,500 - 1
Borehamwood +7 9 £32,500 - 1
Welwyn Garden City -36 9 £55,000 +22.22%
Stevenage +10 8 £41,000 -6.82% 6
Bishop's Stortford +9 5 £27,500 -8.33%
Broxbourne -2 5 £23,000 +2.22%
Hitchin - 5 £22,500 -
Kings Langley - 4 £37,500 -
Hemel Hempstead +13 3 £50,000 +66.67% 1
Mathematics
East of England

For the 6 months to 22 November 2018, 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.

1 107 (60.11%) Computer Science
2 103 (57.87%) Degree
3 89 (50.00%) Physics
4 76 (42.70%) Computer Science Degree
5 65 (36.52%) C#
6 59 (33.15%) Java
7 56 (31.46%) SQL
8 54 (30.34%) Agile Software Development
9 50 (28.09%) Python
10 41 (23.03%) .NET
10 41 (23.03%) DevOps
11 37 (20.79%) PhD
11 37 (20.79%) Software Engineering
12 36 (20.22%) Data Analysis
13 34 (19.10%) Problem-Solving
14 29 (16.29%) Docker
15 28 (15.73%) Analytics
16 26 (14.61%) SDLC
17 25 (14.04%) Greenfield Project
18 24 (13.48%) JavaScript
18 24 (13.48%) Mobile App
18 24 (13.48%) Elasticsearch
18 24 (13.48%) Graphite
18 24 (13.48%) Redis
18 24 (13.48%) AngularJS
18 24 (13.48%) Microsoft Azure
19 23 (12.92%) RabbitMQ
19 23 (12.92%) OO
19 23 (12.92%) Data Science
20 22 (12.36%) Data Analytics

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 24 (13.48%) Elasticsearch
2 19 (10.67%) OpenStack
3 11 (6.18%) GlassFish
3 11 (6.18%) Tomcat
4 9 (5.06%) Drupal
5 5 (2.81%) Apache
6 1 (0.56%) Apache Pig
6 1 (0.56%) Apache Spark
Applications
1 8 (4.49%) Microsoft Excel
2 1 (0.56%) Microsoft Office
2 1 (0.56%) Spreadsheet
Business Applications
1 1 (0.56%) SAP ERP
Cloud Services
1 24 (13.48%) Microsoft Azure
2 21 (11.80%) Amazon AWS
3 8 (4.49%) Google Cloud Platform
4 5 (2.81%) Google App Engine
5 4 (2.25%) Office 365
6 3 (1.69%) GitHub
7 2 (1.12%) IaaS
7 2 (1.12%) PaaS
Communications & Networking
1 12 (6.74%) TCP/IP
2 2 (1.12%) Asterisk PBX
2 2 (1.12%) BGP
2 2 (1.12%) Cisco IOS
2 2 (1.12%) Firewall
2 2 (1.12%) Internet
2 2 (1.12%) Junos
2 2 (1.12%) LAN
2 2 (1.12%) MPLS
2 2 (1.12%) OSPF
2 2 (1.12%) PBX
2 2 (1.12%) WAN
2 2 (1.12%) Wireless
3 1 (0.56%) SSL
Database & Business Intelligence
1 24 (13.48%) Redis
2 8 (4.49%) Oracle Database
2 8 (4.49%) PostgreSQL
3 5 (2.81%) Big Data
3 5 (2.81%) RDBMS
3 5 (2.81%) Relational Database
4 2 (1.12%) SQL Server
5 1 (0.56%) Apache Hive
5 1 (0.56%) Data Warehouse
5 1 (0.56%) Hadoop
5 1 (0.56%) Power BI
5 1 (0.56%) QlikView
Development Applications
1 5 (2.81%) Selenium
1 5 (2.81%) WebDriver
2 4 (2.25%) Visual Studio Team System
3 3 (1.69%) LabVIEW
4 2 (1.12%) Team Foundation Server
5 1 (0.56%) JIRA
5 1 (0.56%) Visual Studio
General
1 13 (7.30%) Telecoms
2 9 (5.06%) Finance
3 4 (2.25%) Pharmaceutical
4 3 (1.69%) Retail
5 1 (0.56%) Marketing
Job Titles
1 92 (51.69%) Developer
2 50 (28.09%) Graduate
3 35 (19.66%) Software Engineer
4 32 (17.98%) Graduate Developer
5 28 (15.73%) Java Developer
6 24 (13.48%) .NET Developer
6 24 (13.48%) Graduate Software Engineer
7 20 (11.24%) Developer/Software Engineer
8 19 (10.67%) Lead Developer
9 17 (9.55%) Lead Java Developer
10 14 (7.87%) Analyst
11 13 (7.30%) Process Engineer
12 12 (6.74%) Junior
12 12 (6.74%) Senior Developer
13 11 (6.18%) C# Developer
13 11 (6.18%) Project Manager
14 10 (5.62%) Administrator
14 10 (5.62%) Senior .NET Developer
15 7 (3.93%) Graduate Project Manager
15 7 (3.93%) Systems Engineer
Libraries, Frameworks & Software Standards
1 41 (23.03%) .NET
2 24 (13.48%) AngularJS
3 23 (12.92%) RabbitMQ
4 21 (11.80%) CSS
4 21 (11.80%) HTML
5 18 (10.11%) Web Services
6 17 (9.55%) Velocity
7 11 (6.18%) .NET Core
7 11 (6.18%) Kafka
8 9 (5.06%) DirectX
8 9 (5.06%) OpenGL
9 6 (3.37%) Spring
9 6 (3.37%) Spring Boot
10 5 (2.81%) React
10 5 (2.81%) XML
11 4 (2.25%) HTML5
11 4 (2.25%) jQuery
12 3 (1.69%) Unity (Game Engine)
12 3 (1.69%) XML Schema
12 3 (1.69%) XSLT
Miscellaneous
1 107 (60.11%) Computer Science
2 25 (14.04%) Greenfield Project
3 24 (13.48%) Mobile App
4 20 (11.24%) Algorithms
5 18 (10.11%) Analytical Skills
6 11 (6.18%) Private Cloud
7 10 (5.62%) Acoustics
8 7 (3.93%) SCADA
9 6 (3.37%) Replication
10 4 (2.25%) PMI
10 4 (2.25%) Robotics
11 2 (1.12%) Cloud Native
11 2 (1.12%) Public Cloud
12 1 (0.56%) Analytical Mindset
12 1 (0.56%) Data Structures
12 1 (0.56%) Management Information System
12 1 (0.56%) Self-Motivation
Operating Systems
1 21 (11.80%) Unix
2 19 (10.67%) Linux
3 12 (6.74%) AIX
4 11 (6.18%) CoreOS
5 6 (3.37%) Debian
5 6 (3.37%) Windows
6 2 (1.12%) Windows Server
7 1 (0.56%) Android
Processes & Methodologies
1 89 (50.00%) Physics
2 54 (30.34%) Agile Software Development
3 41 (23.03%) DevOps
4 37 (20.79%) Software Engineering
5 36 (20.22%) Data Analysis
6 34 (19.10%) Problem-Solving
7 28 (15.73%) Analytics
8 26 (14.61%) SDLC
9 23 (12.92%) Data Science
9 23 (12.92%) OO
10 22 (12.36%) Data Analytics
10 22 (12.36%) Web Development
11 19 (10.67%) Site Reliability Engineering
11 19 (10.67%) Systems Engineering
12 18 (10.11%) Data Migration
12 18 (10.11%) ITIL
12 18 (10.11%) Migration
12 18 (10.11%) Scaled Agile Framework
13 16 (8.99%) Test Automation
14 14 (7.87%) Machine Learning
Programming Languages
1 65 (36.52%) C#
2 59 (33.15%) Java
3 56 (31.46%) SQL
4 50 (28.09%) Python
5 24 (13.48%) JavaScript
6 18 (10.11%) PL/SQL
6 18 (10.11%) T-SQL
7 17 (9.55%) TypeScript
8 13 (7.30%) MATLAB
9 11 (6.18%) C++
10 9 (5.06%) PHP
11 7 (3.93%) C
12 6 (3.37%) Shell Script
13 4 (2.25%) PowerShell
14 2 (1.12%) Scala
15 1 (0.56%) GLSL
15 1 (0.56%) Java 9
15 1 (0.56%) R
15 1 (0.56%) VB
15 1 (0.56%) VBA
Qualifications
1 103 (57.87%) Degree
2 76 (42.70%) Computer Science Degree
3 37 (20.79%) PhD
4 12 (6.74%) Numerate Degree
5 5 (2.81%) Master's Degree
6 4 (2.25%) PMI Certification
7 2 (1.12%) CCIE
7 2 (1.12%) CCNP
7 2 (1.12%) Cisco Certification
8 1 (0.56%) NVQ Level 3
Quality Assurance & Compliance
1 5 (2.81%) QA
System Software
1 29 (16.29%) Docker
2 19 (10.67%) Ceph
3 13 (7.30%) VMware Infrastructure
4 10 (5.62%) VMware ESXi
5 4 (2.25%) Active Directory
Systems Management
1 24 (13.48%) Graphite
2 19 (10.67%) Kubernetes
3 17 (9.55%) Puppet
4 13 (7.30%) Grafana
5 11 (6.18%) Consul
6 6 (3.37%) Ansible
7 2 (1.12%) Prometheus
Vendors
1 18 (10.11%) Talend
2 13 (7.30%) NetApp
2 13 (7.30%) VMware
3 8 (4.49%) Oracle
4 7 (3.93%) Google
5 6 (3.37%) IBM
6 4 (2.25%) Aruba
6 4 (2.25%) Cisco
6 4 (2.25%) Juniper
6 4 (2.25%) Microsoft
7 2 (1.12%) Citrix
7 2 (1.12%) F5
7 2 (1.12%) Foundry
7 2 (1.12%) Xamarin
8 1 (0.56%) Cognos
8 1 (0.56%) SAP
8 1 (0.56%) Tableau