Period
to 16 January 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Hertfordshire
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 51 100 62
Rank change year-on-year +49 -38 +22
Permanent jobs citing Mathematics 225 123 194
As % of all permanent IT jobs advertised in Hertfordshire 5.07% 2.80% 3.86%
As % of the Processes & Methodologies category 5.96% 3.17% 4.45%
Number of salaries quoted 233 103 185
Hertfordshire median annual salary £50,000 £50,000 £40,500
Median salary % change year-on-year - +23.46% -10.00%
10th Percentile £27,500 £28,200 £22,500
90th Percentile £65,000 £65,000 £67,000
East of England median annual salary £47,500 £42,500 £40,000
% change year-on-year +11.76% +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 3,777 3,886 4,359
As % of all permanent IT jobs advertised in Hertfordshire 85.03% 88.40% 86.80%
Number of salaries quoted 3,191 3,208 3,549
Hertfordshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £27,500 £27,500 £27,500
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,344 £45,000
% change year-on-year +4.75% +0.76% -

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 16 January 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 16 January 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 +35 75 £60,000 +9.09% 9
St Albans +14 47 £50,000 -9.09% 10
Welwyn Garden City +8 26 £50,000 +11.11% 1
Watford -6 19 £32,500 +18.18% 1
Hemel Hempstead +5 17 £40,000 +60.00% 1
Borehamwood 0 13 £32,500 -27.78% 2
Stevenage +17 11 £44,000 -7.37% 2
Welwyn - 6 £35,000 - 2
Bishop's Stortford - 3 £32,500 - 1
Letchworth -1 1 £24,000 -28.36%
Broxbourne - 1 £22,500 - 1
Mathematics
East of England

For the 6 months to 16 January 2018, 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.

1 128 (56.89%) Degree
2 96 (42.67%) Computer Science
3 86 (38.22%) C#
4 80 (35.56%) .NET
5 68 (30.22%) Software Engineering
6 65 (28.89%) HTML
6 65 (28.89%) Computer Science Degree
7 64 (28.44%) Python
8 62 (27.56%) JavaScript
9 61 (27.11%) Agile Software Development
10 59 (26.22%) Physics
10 59 (26.22%) Java
11 50 (22.22%) CSS
12 48 (21.33%) SDLC
13 46 (20.44%) SQL
13 46 (20.44%) RabbitMQ
14 41 (18.22%) Analytical Skills
15 39 (17.33%) Redis
16 38 (16.89%) AngularJS
17 37 (16.44%) Algorithms
18 35 (15.56%) Web Development
19 32 (14.22%) MVC
19 32 (14.22%) OO
20 31 (13.78%) Selenium
21 28 (12.44%) ASP.NET
22 27 (12.00%) Data Analysis
23 26 (11.56%) Linux
23 26 (11.56%) TypeScript
24 25 (11.11%) DevOps
24 25 (11.11%) NoSQL

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 21 (9.33%) OpenStack
2 20 (8.89%) Elasticsearch
3 17 (7.56%) CMS
3 17 (7.56%) Umbraco
4 2 (0.89%) Tomcat
5 1 (0.44%) Exchange Server 2007
5 1 (0.44%) Exchange Server 2010
5 1 (0.44%) Exchange Server 2013
5 1 (0.44%) MS Exchange
5 1 (0.44%) SAS
5 1 (0.44%) Skype for Business
Applications
1 7 (3.11%) Microsoft Excel
2 3 (1.33%) Microsoft Office
3 2 (0.89%) Microsoft PowerPoint
3 2 (0.89%) MS Visio
4 1 (0.44%) Microsoft Project
4 1 (0.44%) Spreadsheet
4 1 (0.44%) SPSS
Cloud Services
1 11 (4.89%) Amazon AWS
2 10 (4.44%) Amazon EC2
2 10 (4.44%) AWS Elastic Beanstalk
2 10 (4.44%) Google App Engine
2 10 (4.44%) Google Cloud Platform
2 10 (4.44%) Google Compute Engine
3 8 (3.56%) Microsoft Azure
4 2 (0.89%) Cloud Computing
5 1 (0.44%) GitHub
5 1 (0.44%) Mimecast
5 1 (0.44%) Office 365
5 1 (0.44%) SaaS
Communications & Networking
1 20 (8.89%) TCP/IP
2 9 (4.00%) NAS
3 3 (1.33%) LTE
3 3 (1.33%) Wireless
4 2 (0.89%) 4G
4 2 (0.89%) 5G
4 2 (0.89%) Ethernet
5 1 (0.44%) 3GPP
5 1 (0.44%) Firewall
5 1 (0.44%) UMTS
5 1 (0.44%) WCDMA
Database & Business Intelligence
1 39 (17.33%) Redis
2 25 (11.11%) NoSQL
3 10 (4.44%) Amazon RDS
3 10 (4.44%) Data Warehouse
4 9 (4.00%) Big Data
4 9 (4.00%) Hadoop
5 4 (1.78%) SQL Server
6 3 (1.33%) Power BI
7 2 (0.89%) Oracle Database
7 2 (0.89%) PostgreSQL
7 2 (0.89%) SQL Server Analysis Services
8 1 (0.44%) Apache Cassandra
Development Applications
1 31 (13.78%) Selenium
2 23 (10.22%) JUnit
3 19 (8.44%) Visual Studio
4 16 (7.11%) JBehave
5 14 (6.22%) WebDriver
6 13 (5.78%) Grunt
6 13 (5.78%) LabVIEW
7 10 (4.44%) NUnit
8 7 (3.11%) Eclipse
8 7 (3.11%) Moq
8 7 (3.11%) SpecFlow
9 3 (1.33%) JIRA
10 2 (0.89%) Git (software)
11 1 (0.44%) Cucumber
11 1 (0.44%) Fiddler
General
1 16 (7.11%) Telecoms
2 11 (4.89%) Finance
3 6 (2.67%) Marketing
3 6 (2.67%) Retail
4 3 (1.33%) Pharmaceutical
5 2 (0.89%) Military
6 1 (0.44%) Aerospace
6 1 (0.44%) Electronics
6 1 (0.44%) Legal
Job Titles
1 100 (44.44%) Developer
2 50 (22.22%) .NET Developer
3 36 (16.00%) Analyst
3 36 (16.00%) Java Developer
4 26 (11.56%) C# Developer
5 23 (10.22%) Software Engineer
6 22 (9.78%) Junior
7 20 (8.89%) Data Analyst
7 20 (8.89%) Senior Developer
8 17 (7.56%) Excel Analyst
8 17 (7.56%) Graduate
9 16 (7.11%) Junior Developer
10 15 (6.67%) C# .NET Developer
11 14 (6.22%) QA Engineer
12 13 (5.78%) Administrator
12 13 (5.78%) MATLAB Engineer
12 13 (5.78%) Process Engineer
13 12 (5.33%) Junior .NET Developer
13 12 (5.33%) Linux Engineer
14 10 (4.44%) Unix Administrator
Libraries, Frameworks & Software Standards
1 80 (35.56%) .NET
2 65 (28.89%) HTML
3 50 (22.22%) CSS
4 46 (20.44%) RabbitMQ
5 38 (16.89%) AngularJS
6 28 (12.44%) ASP.NET
7 22 (9.78%) ASP.NET MVC
8 21 (9.33%) DirectX
8 21 (9.33%) OpenGL
9 17 (7.56%) SignalR
10 12 (5.33%) jQuery
10 12 (5.33%) Sass
11 10 (4.44%) ASP.NET Web API
11 10 (4.44%) Web Services
12 9 (4.00%) Kafka
12 9 (4.00%) XML
13 7 (3.11%) Apache Cordova
13 7 (3.11%) XSLT
14 6 (2.67%) PhoneGap
15 4 (1.78%) React
Miscellaneous
1 96 (42.67%) Computer Science
2 41 (18.22%) Analytical Skills
3 37 (16.44%) Algorithms
4 23 (10.22%) Greenfield Project
4 23 (10.22%) Mobile App
5 9 (4.00%) Robotics
6 3 (1.33%) Life Science
6 3 (1.33%) SCADA
7 2 (0.89%) Management Information System
7 2 (0.89%) Replication
8 1 (0.44%) Enterprise Software
8 1 (0.44%) Enterprise Storage
8 1 (0.44%) iPad
8 1 (0.44%) PMI
8 1 (0.44%) User Experience
Operating Systems
1 26 (11.56%) Linux
2 22 (9.78%) Unix
3 20 (8.89%) CoreOS
3 20 (8.89%) Debian
3 20 (8.89%) Ubuntu
4 10 (4.44%) AIX
5 4 (1.78%) Windows
6 2 (0.89%) Embedded Linux
6 2 (0.89%) VxWorks
7 1 (0.44%) Android
7 1 (0.44%) Apple iOS
7 1 (0.44%) Windows Server
Processes & Methodologies
1 68 (30.22%) Software Engineering
2 61 (27.11%) Agile Software Development
3 59 (26.22%) Physics
4 48 (21.33%) SDLC
5 35 (15.56%) Web Development
6 32 (14.22%) MVC
6 32 (14.22%) OO
7 27 (12.00%) Data Analysis
8 25 (11.11%) DevOps
9 23 (10.22%) Open Source
10 22 (9.78%) Configuration Management
11 20 (8.89%) Disaster Recovery
11 20 (8.89%) Prototyping
11 20 (8.89%) Server Building
12 19 (8.44%) Test Automation
13 18 (8.00%) Signal Processing
14 17 (7.56%) CQRS
15 15 (6.67%) Test Strategy
16 14 (6.22%) Machine Learning
16 14 (6.22%) Validation
Programming Languages
1 86 (38.22%) C#
2 64 (28.44%) Python
3 62 (27.56%) JavaScript
4 59 (26.22%) Java
5 46 (20.44%) SQL
6 26 (11.56%) TypeScript
7 21 (9.33%) C++
8 16 (7.11%) MATLAB
9 14 (6.22%) GLSL
10 7 (3.11%) R
11 6 (2.67%) C
12 4 (1.78%) VB
12 4 (1.78%) VB.NET
12 4 (1.78%) VB6
13 2 (0.89%) Embedded C
13 2 (0.89%) Embedded C++
13 2 (0.89%) Ruby
14 1 (0.44%) ES6
14 1 (0.44%) HLSL
14 1 (0.44%) Scala
Qualifications
1 128 (56.89%) Degree
2 65 (28.89%) Computer Science Degree
3 19 (8.44%) Numerate Degree
4 16 (7.11%) PhD
5 3 (1.33%) Postgraduate
5 3 (1.33%) SC Cleared
5 3 (1.33%) Security Cleared
6 1 (0.44%) CCNA
6 1 (0.44%) Cisco Certification
6 1 (0.44%) Master's Degree
6 1 (0.44%) MBA
6 1 (0.44%) MCP
6 1 (0.44%) MCSA
6 1 (0.44%) Microsoft Certification
6 1 (0.44%) PMI Certification
6 1 (0.44%) PMP
Quality Assurance & Compliance
1 21 (9.33%) QA
2 15 (6.67%) Data Quality
3 3 (1.33%) SLA
4 2 (0.89%) ISO 9001
5 1 (0.44%) PMO
System Software
1 21 (9.33%) Ceph
2 20 (8.89%) Docker
3 2 (0.89%) VMware Infrastructure
4 1 (0.44%) Active Directory
4 1 (0.44%) Hyper-V
4 1 (0.44%) VMware ESXi
Systems Management
1 22 (9.78%) Consul
1 22 (9.78%) Kubernetes
1 22 (9.78%) Puppet
2 16 (7.11%) Graphite
3 2 (0.89%) Ansible
Vendors
1 11 (4.89%) Google
2 10 (4.44%) IBM
2 10 (4.44%) NetApp
3 6 (2.67%) Microsoft
4 5 (2.22%) Oracle
5 2 (0.89%) Intel
5 2 (0.89%) SAP
5 2 (0.89%) VMware
6 1 (0.44%) Tableau