Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Hertfordshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 69 95 72
Rank change year-on-year +26 -23 +7
Permanent jobs citing Mathematics 178 129 203
As % of all permanent IT jobs advertised in Hertfordshire 4.05% 2.88% 3.77%
As % of the Processes & Methodologies category 4.79% 3.28% 4.31%
Number of salaries quoted 188 106 192
Hertfordshire median annual salary £45,000 £42,500 £37,500
Median salary % change year-on-year +5.88% +13.33% -16.67%
10th Percentile £27,500 £21,750 £22,500
90th Percentile £65,000 £65,000 £66,125
East of England median annual salary £45,000 £37,500 £40,000
% change year-on-year +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 3716 3933 4709
As % of all permanent IT jobs advertised in Hertfordshire 84.65% 87.79% 87.45%
Number of salaries quoted 3128 3241 3827
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +3.26%
10th Percentile £28,500 £27,500 £26,750
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.57%

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 17 November 2017.

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 17 November 2017. 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 +36 50 £60,000 +4.35% 5
St Albans +11 47 £52,500 +5.00%
Welwyn Garden City +12 25 £45,000 - 2
Watford -18 19 £32,500 +19.27% 2
Borehamwood -2 15 £32,500 -27.78% 1
Stevenage +5 10 £44,000 -7.37%
Hemel Hempstead +10 9 £30,000 +25.00%
Welwyn - 6 £35,000 -
Bishop's Stortford - 2 £30,000 -
Letchworth +4 1 £24,000 -40.00%
Broxbourne - 1 £22,500 -
Mathematics
East of England

For the 6 months to 17 November 2017, IT jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Mathematics.

1 93 (52.25%) Degree
2 90 (50.56%) Computer Science
3 74 (41.57%) C#
4 71 (39.89%) .NET
5 68 (38.20%) Software Engineering
6 62 (34.83%) HTML
7 60 (33.71%) JavaScript
8 56 (31.46%) Computer Science Degree
9 50 (28.09%) Physics
10 49 (27.53%) Java
11 48 (26.97%) CSS
12 47 (26.40%) RabbitMQ
13 44 (24.72%) Agile Software Development
14 40 (22.47%) Redis
14 40 (22.47%) AngularJS
15 39 (21.91%) MVC
16 38 (21.35%) Python
17 37 (20.79%) Web Development
18 35 (19.66%) ASP.NET
18 35 (19.66%) Analytical Skills
18 35 (19.66%) SDLC
19 30 (16.85%) OO
19 30 (16.85%) Algorithms
20 29 (16.29%) ASP.NET MVC
21 28 (15.73%) NoSQL
21 28 (15.73%) TypeScript
22 26 (14.61%) SQL
23 24 (13.48%) CMS
23 24 (13.48%) C++
23 24 (13.48%) Umbraco

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%) CMS
1 24 (13.48%) Umbraco
2 22 (12.36%) Elasticsearch
3 14 (7.87%) OpenStack
4 3 (1.69%) Tomcat
5 1 (0.56%) Exchange Server 2007
5 1 (0.56%) Exchange Server 2010
5 1 (0.56%) Exchange Server 2013
5 1 (0.56%) MS Exchange
5 1 (0.56%) Skype for Business
Applications
1 6 (3.37%) Microsoft Excel
2 1 (0.56%) Microsoft Office
2 1 (0.56%) Microsoft Project
Business Applications
1 1 (0.56%) FastStats
Cloud Services
1 8 (4.49%) Microsoft Azure
2 6 (3.37%) Amazon AWS
2 6 (3.37%) Amazon EC2
2 6 (3.37%) AWS Elastic Beanstalk
2 6 (3.37%) Google App Engine
2 6 (3.37%) Google Cloud Platform
2 6 (3.37%) Google Compute Engine
3 2 (1.12%) Cloud Computing
3 2 (1.12%) GitHub
4 1 (0.56%) Mimecast
4 1 (0.56%) Office 365
4 1 (0.56%) Responsys
Communications & Networking
1 13 (7.30%) TCP/IP
2 6 (3.37%) NAS
3 2 (1.12%) 4G
3 2 (1.12%) 5G
3 2 (1.12%) Ethernet
3 2 (1.12%) LTE
3 2 (1.12%) Wireless
4 1 (0.56%) Firewall
Database & Business Intelligence
1 40 (22.47%) Redis
2 28 (15.73%) NoSQL
3 6 (3.37%) Amazon RDS
4 5 (2.81%) Big Data
4 5 (2.81%) SQL Server
5 4 (2.25%) Hadoop
6 3 (1.69%) Data Warehouse
7 2 (1.12%) Apache Cassandra
7 2 (1.12%) Oracle Database
7 2 (1.12%) PostgreSQL
8 1 (0.56%) Data Mining
8 1 (0.56%) MS Access
8 1 (0.56%) Relational Database
Development Applications
1 24 (13.48%) Selenium
2 16 (8.99%) JUnit
3 15 (8.43%) LabVIEW
4 14 (7.87%) Grunt
5 13 (7.30%) NUnit
5 13 (7.30%) Visual Studio
6 9 (5.06%) JBehave
7 8 (4.49%) Eclipse
8 7 (3.93%) Moq
8 7 (3.93%) SpecFlow
8 7 (3.93%) WebDriver
9 2 (1.12%) Git (software)
10 1 (0.56%) Cucumber
10 1 (0.56%) Fiddler
10 1 (0.56%) Subversion
General
1 17 (9.55%) Telecoms
2 4 (2.25%) Retail
3 3 (1.69%) Finance
4 2 (1.12%) Marketing
4 2 (1.12%) Military
4 2 (1.12%) Pharmaceutical
5 1 (0.56%) Aerospace
Job Titles
1 90 (50.56%) Developer
2 46 (25.84%) .NET Developer
3 33 (18.54%) Java Developer
4 27 (15.17%) Software Engineer
5 25 (14.04%) C# Developer
6 22 (12.36%) Senior Developer
7 19 (10.67%) Graduate
8 18 (10.11%) Junior
9 17 (9.55%) Analyst
9 17 (9.55%) C# .NET Developer
10 15 (8.43%) MATLAB Engineer
10 15 (8.43%) Process Engineer
11 13 (7.30%) Data Analyst
12 12 (6.74%) Junior Developer
12 12 (6.74%) Senior .NET Developer
13 10 (5.62%) Administrator
13 10 (5.62%) Excel Analyst
14 9 (5.06%) Graduate Developer
14 9 (5.06%) Junior .NET Developer
15 8 (4.49%) Linux Engineer
Libraries, Frameworks & Software Standards
1 71 (39.89%) .NET
2 62 (34.83%) HTML
3 48 (26.97%) CSS
4 47 (26.40%) RabbitMQ
5 40 (22.47%) AngularJS
6 35 (19.66%) ASP.NET
7 29 (16.29%) ASP.NET MVC
8 24 (13.48%) SignalR
9 13 (7.30%) ASP.NET Web API
9 13 (7.30%) DirectX
9 13 (7.30%) Kafka
9 13 (7.30%) OpenGL
9 13 (7.30%) Sass
10 12 (6.74%) jQuery
11 9 (5.06%) XML
12 7 (3.93%) Apache Cordova
12 7 (3.93%) PhoneGap
12 7 (3.93%) WCF
12 7 (3.93%) XSLT
13 6 (3.37%) ASP.NET MVC 5
Miscellaneous
1 90 (50.56%) Computer Science
2 35 (19.66%) Analytical Skills
3 30 (16.85%) Algorithms
4 20 (11.24%) Greenfield Project
4 20 (11.24%) Mobile App
5 11 (6.18%) Robotics
6 3 (1.69%) SCADA
7 2 (1.12%) iPad
7 2 (1.12%) Life Science
7 2 (1.12%) Replication
8 1 (0.56%) Enterprise Software
8 1 (0.56%) Enterprise Storage
8 1 (0.56%) PMI
8 1 (0.56%) User Experience
Operating Systems
1 20 (11.24%) Linux
2 15 (8.43%) Unix
3 13 (7.30%) CoreOS
3 13 (7.30%) Debian
3 13 (7.30%) Ubuntu
4 7 (3.93%) AIX
4 7 (3.93%) Windows
5 2 (1.12%) Embedded Linux
5 2 (1.12%) VxWorks
6 1 (0.56%) Android
6 1 (0.56%) Apple iOS
6 1 (0.56%) Windows Server
Processes & Methodologies
1 68 (38.20%) Software Engineering
2 50 (28.09%) Physics
3 44 (24.72%) Agile Software Development
4 39 (21.91%) MVC
5 37 (20.79%) Web Development
6 35 (19.66%) SDLC
7 30 (16.85%) OO
8 19 (10.67%) Open Source
8 19 (10.67%) Signal Processing
9 18 (10.11%) CQRS
9 18 (10.11%) Data Analysis
10 17 (9.55%) Machine Learning
11 16 (8.99%) DevOps
12 15 (8.43%) Configuration Management
12 15 (8.43%) Data Acquisition
13 13 (7.30%) Disaster Recovery
13 13 (7.30%) Multithreading
13 13 (7.30%) Prototyping
13 13 (7.30%) Server Building
14 12 (6.74%) Finite Element Analysis
Programming Languages
1 74 (41.57%) C#
2 60 (33.71%) JavaScript
3 49 (27.53%) Java
4 38 (21.35%) Python
5 28 (15.73%) TypeScript
6 26 (14.61%) SQL
7 24 (13.48%) C++
8 17 (9.55%) MATLAB
9 13 (7.30%) GLSL
10 7 (3.93%) C
11 4 (2.25%) VB
11 4 (2.25%) VB.NET
11 4 (2.25%) VB6
12 2 (1.12%) Embedded C
12 2 (1.12%) Embedded C++
12 2 (1.12%) Scala
13 1 (0.56%) ES6
13 1 (0.56%) HLSL
Qualifications
1 93 (52.25%) Degree
2 56 (31.46%) Computer Science Degree
3 17 (9.55%) PhD
4 10 (5.62%) Numerate Degree
5 3 (1.69%) Postgraduate
5 3 (1.69%) SC Cleared
5 3 (1.69%) Security Cleared
6 1 (0.56%) CCNA
6 1 (0.56%) CIMA
6 1 (0.56%) Cisco Certification
6 1 (0.56%) MBA
6 1 (0.56%) MCP
6 1 (0.56%) MCSA
6 1 (0.56%) Microsoft Certification
6 1 (0.56%) PMI Certification
6 1 (0.56%) PMP
Quality Assurance & Compliance
1 14 (7.87%) QA
2 8 (4.49%) Data Quality
3 4 (2.25%) SLA
4 2 (1.12%) ISO 9001
5 1 (0.56%) PMO
System Software
1 14 (7.87%) Ceph
2 13 (7.30%) Docker
3 2 (1.12%) VMware Infrastructure
4 1 (0.56%) Active Directory
4 1 (0.56%) Hyper-V
4 1 (0.56%) VMware ESXi
Systems Management
1 16 (8.99%) Consul
2 15 (8.43%) Kubernetes
2 15 (8.43%) Puppet
3 12 (6.74%) Graphite
4 2 (1.12%) Ansible
Vendors
1 9 (5.06%) Microsoft
2 7 (3.93%) IBM
2 7 (3.93%) NetApp
3 6 (3.37%) Google
4 5 (2.81%) Oracle
5 2 (1.12%) Intel
5 2 (1.12%) SAP
5 2 (1.12%) VMware