Period
to 24 September 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 24 September 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Hertfordshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 73 83 81
Rank change year-on-year +10 -2 +12
Permanent jobs citing Mathematics 169 141 155
As % of all permanent IT jobs advertised in Hertfordshire 4.09% 3.46% 3.49%
As % of the Processes & Methodologies category 4.55% 3.89% 3.90%
Number of salaries quoted 164 152 135
Hertfordshire median annual salary £50,000 £45,000 £41,500
Median salary % change year-on-year +11.11% +8.43% +3.75%
10th Percentile £21,500 £27,500 £23,500
90th Percentile £68,750 £66,250 £65,000
East of England median annual salary £42,500 £40,000 £40,000
% change year-on-year +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 3,712 3,628 3,972
As % of all permanent IT jobs advertised in Hertfordshire 89.81% 88.99% 89.52%
Number of salaries quoted 2,907 3,091 3,266
Hertfordshire median annual salary £50,000 £47,000 £47,500
Median salary % change year-on-year +6.38% -1.05% +5.56%
10th Percentile £27,500 £27,250 £27,500
90th Percentile £75,000 £70,000 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +1.12%

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 24 September 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 24 September 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 +12 48 £65,000 +8.33% 13
St Albans -11 33 £62,500 +4.17% 8
Watford +16 27 £32,500 -
Hertford - 13 £22,500 - 1
Bishop's Stortford +4 9 £27,500 +12.24% 2
Borehamwood +6 8 £32,500 - 1
Welwyn Garden City -40 8 £52,500 +16.67% 1
Stevenage +2 6 £27,000 -23.94% 3
Broxbourne +1 5 £23,000 +2.22%
Hitchin +7 2 £22,500 -16.67% 1
Hemel Hempstead +3 2 £39,500 +71.74% 3
Potters Bar - 2 £65,000 -
Mathematics
East of England

For the 6 months to 24 September 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.

1 111 (65.68%) Computer Science
2 107 (63.31%) Degree
3 88 (52.07%) Computer Science Degree
4 67 (39.64%) Physics
5 63 (37.28%) Java
6 54 (31.95%) C#
7 51 (30.18%) SQL
8 41 (24.26%) Python
8 41 (24.26%) Agile Software Development
9 39 (23.08%) .NET
10 36 (21.30%) DevOps
11 35 (20.71%) PhD
12 33 (19.53%) Mobile App
13 30 (17.75%) Docker
13 30 (17.75%) SDLC
13 30 (17.75%) OO
13 30 (17.75%) JavaScript
13 30 (17.75%) Data Analysis
14 29 (17.16%) Greenfield Project
15 27 (15.98%) Problem-Solving
16 26 (15.38%) HTML
16 26 (15.38%) CSS
17 25 (14.79%) AngularJS
18 23 (13.61%) Algorithms
19 21 (12.43%) Unix
19 21 (12.43%) E-Commerce
19 21 (12.43%) Software Engineering
19 21 (12.43%) Data Science
20 20 (11.83%) Analytics
20 20 (11.83%) Test Automation

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 19 (11.24%) Elasticsearch
1 19 (11.24%) OpenStack
2 11 (6.51%) Drupal
2 11 (6.51%) GlassFish
2 11 (6.51%) Tomcat
3 4 (2.37%) Apache Spark
4 1 (0.59%) Apache Pig
Applications
1 7 (4.14%) Microsoft Excel
2 1 (0.59%) Spreadsheet
Business Applications
1 1 (0.59%) SAP ERP
Cloud Services
1 17 (10.06%) Amazon AWS
2 15 (8.88%) Microsoft Azure
3 6 (3.55%) Google Cloud Platform
4 3 (1.78%) GitHub
5 2 (1.18%) IaaS
5 2 (1.18%) PaaS
6 1 (0.59%) Google Analytics
6 1 (0.59%) Office 365
Communications & Networking
1 12 (7.10%) TCP/IP
2 2 (1.18%) Asterisk PBX
2 2 (1.18%) BGP
2 2 (1.18%) Cisco IOS
2 2 (1.18%) Firewall
2 2 (1.18%) Internet
2 2 (1.18%) Junos
2 2 (1.18%) LAN
2 2 (1.18%) MPLS
2 2 (1.18%) OSPF
2 2 (1.18%) PBX
2 2 (1.18%) WAN
2 2 (1.18%) Wireless
3 1 (0.59%) SSL
Database & Business Intelligence
1 19 (11.24%) Redis
2 8 (4.73%) Oracle Database
2 8 (4.73%) PostgreSQL
3 5 (2.96%) Big Data
4 4 (2.37%) Hadoop
5 3 (1.78%) Data Mining
6 1 (0.59%) Apache Hive
6 1 (0.59%) BigQuery
6 1 (0.59%) Data Warehouse
6 1 (0.59%) Power BI
6 1 (0.59%) QlikView
Development Applications
1 10 (5.92%) Selenium
2 9 (5.33%) LabVIEW
3 7 (4.14%) WebDriver
4 2 (1.18%) Visual Studio
5 1 (0.59%) JIRA
5 1 (0.59%) SpecFlow
General
1 15 (8.88%) Retail
2 13 (7.69%) Telecoms
3 6 (3.55%) Finance
4 4 (2.37%) Pharmaceutical
Job Titles
1 90 (53.25%) Developer
2 41 (24.26%) Graduate
3 29 (17.16%) Java Developer
4 26 (15.38%) .NET Developer
4 26 (15.38%) Graduate Developer
5 21 (12.43%) Software Engineer
6 20 (11.83%) Analyst
7 19 (11.24%) Lead Developer
8 18 (10.65%) Graduate Software Engineer
9 17 (10.06%) Lead Java Developer
10 15 (8.88%) Developer/Software Engineer
11 13 (7.69%) Process Engineer
12 11 (6.51%) Senior Developer
13 10 (5.92%) Junior
14 9 (5.33%) MATLAB Engineer
14 9 (5.33%) QA Analyst
14 9 (5.33%) Senior .NET Developer
15 7 (4.14%) Junior Implementation Consultant
15 7 (4.14%) Software Consultant
15 7 (4.14%) Software Implementation Consultant
Libraries, Frameworks & Software Standards
1 39 (23.08%) .NET
2 26 (15.38%) CSS
2 26 (15.38%) HTML
3 25 (14.79%) AngularJS
4 18 (10.65%) RabbitMQ
5 17 (10.06%) Velocity
6 12 (7.10%) Web Services
7 10 (5.92%) .NET Core
7 10 (5.92%) Kafka
8 8 (4.73%) jQuery
9 7 (4.14%) XML
10 6 (3.55%) ASP.NET
10 6 (3.55%) ASP.NET MVC
10 6 (3.55%) DirectX
10 6 (3.55%) OpenGL
10 6 (3.55%) React
11 4 (2.37%) CSS3
11 4 (2.37%) HTML5
11 4 (2.37%) XHTML
11 4 (2.37%) XSL
Miscellaneous
1 111 (65.68%) Computer Science
2 33 (19.53%) Mobile App
3 29 (17.16%) Greenfield Project
4 23 (13.61%) Algorithms
5 15 (8.88%) Analytical Skills
6 11 (6.51%) Private Cloud
7 9 (5.33%) Robotics
8 6 (3.55%) Replication
9 4 (2.37%) Acoustics
9 4 (2.37%) Data Structures
9 4 (2.37%) PMI
10 2 (1.18%) Cloud Native
10 2 (1.18%) FMCG
10 2 (1.18%) Public Cloud
10 2 (1.18%) SCADA
11 1 (0.59%) Analytical Mindset
11 1 (0.59%) Management Information System
11 1 (0.59%) Self-Motivation
Operating Systems
1 21 (12.43%) Unix
2 19 (11.24%) Linux
3 12 (7.10%) AIX
4 11 (6.51%) CoreOS
5 6 (3.55%) Debian
6 4 (2.37%) Android
7 3 (1.78%) Windows
8 2 (1.18%) Windows Server
Processes & Methodologies
1 67 (39.64%) Physics
2 41 (24.26%) Agile Software Development
3 36 (21.30%) DevOps
4 30 (17.75%) Data Analysis
4 30 (17.75%) OO
4 30 (17.75%) SDLC
5 27 (15.98%) Problem-Solving
6 21 (12.43%) Data Science
6 21 (12.43%) E-Commerce
6 21 (12.43%) Software Engineering
7 20 (11.83%) Analytics
7 20 (11.83%) Test Automation
8 19 (11.24%) Site Reliability Engineering
9 18 (10.65%) Machine Learning
10 17 (10.06%) ITIL
11 16 (9.47%) Data Analytics
12 15 (8.88%) Web Development
13 13 (7.69%) Microservices
13 13 (7.69%) Signal Processing
14 12 (7.10%) Scaled Agile Framework
Programming Languages
1 63 (37.28%) Java
2 54 (31.95%) C#
3 51 (30.18%) SQL
4 41 (24.26%) Python
5 30 (17.75%) JavaScript
6 19 (11.24%) C++
7 16 (9.47%) MATLAB
8 12 (7.10%) PL/SQL
8 12 (7.10%) T-SQL
9 11 (6.51%) PHP
10 9 (5.33%) TypeScript
11 7 (4.14%) C
12 6 (3.55%) Shell Script
13 4 (2.37%) R
13 4 (2.37%) Scala
14 3 (1.78%) Java 8
14 3 (1.78%) Java 9
15 2 (1.18%) GLSL
16 1 (0.59%) PowerShell
16 1 (0.59%) VB
Qualifications
1 107 (63.31%) Degree
2 88 (52.07%) Computer Science Degree
3 35 (20.71%) PhD
4 14 (8.28%) Numerate Degree
5 4 (2.37%) PMI Certification
6 2 (1.18%) CCIE
6 2 (1.18%) CCNP
6 2 (1.18%) Cisco Certification
Quality Assurance & Compliance
1 9 (5.33%) QA
2 1 (0.59%) Data Quality
System Software
1 30 (17.75%) Docker
2 19 (11.24%) Ceph
3 13 (7.69%) VMware Infrastructure
4 10 (5.92%) VMware ESXi
5 1 (0.59%) Active Directory
Systems Management
1 19 (11.24%) Graphite
1 19 (11.24%) Kubernetes
2 17 (10.06%) Puppet
3 12 (7.10%) Grafana
4 7 (4.14%) Consul
5 6 (3.55%) Ansible
6 2 (1.18%) Prometheus
Vendors
1 13 (7.69%) NetApp
1 13 (7.69%) VMware
2 12 (7.10%) Talend
3 8 (4.73%) Oracle
4 6 (3.55%) IBM
5 4 (2.37%) Aruba
5 4 (2.37%) Cisco
5 4 (2.37%) Juniper
6 3 (1.78%) Google
7 2 (1.18%) Citrix
7 2 (1.18%) F5
7 2 (1.18%) Foundry
7 2 (1.18%) Tableau
8 1 (0.59%) Cognos
8 1 (0.59%) Microsoft
8 1 (0.59%) SAP