Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Secure Coding skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Secure Coding over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Secure Code Development
Berkshire > Reading
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 129 151 172
Rank change year-on-year +22 +21 +28
Permanent jobs citing Secure Coding 15 4 21
As % of all permanent IT jobs advertised in Reading 0.70% 0.17% 0.61%
As % of the Processes & Methodologies category 0.77% 0.20% 0.68%
Number of salaries quoted 6 3 21
Reading median annual salary £57,500 £87,500 £55,000
Median salary % change year-on-year -34.29% +59.09% -
10th Percentile £35,625 £86,250 £33,000
90th Percentile £78,125 £88,750 £95,000
Berkshire median annual salary £55,000 £77,500 £55,000
% change year-on-year -29.03% +40.91% -

Secure Coding 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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 1,945 2,031 3,093
As % of all permanent IT jobs advertised in Reading 90.47% 86.13% 89.81%
Number of salaries quoted 1,639 1,632 2,268
Reading median annual salary £50,000 £49,000 £50,000
Median salary % change year-on-year +2.04% -2.00% +5.26%
10th Percentile £30,000 £28,500 £29,000
90th Percentile £77,500 £75,000 £72,500
Berkshire median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

Secure Coding
Job Vacancy Trend in Reading

Job postings citing Secure Coding as a percentage of all IT jobs advertised in Reading.

Job vacancy trend for Secure Coding in Reading

Secure Coding
Salary Trend in Reading

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Secure Coding in Reading.

Salary trend for Secure Coding in Reading

Secure Coding
Salary Histogram in Reading

The salary distribution of IT jobs citing Secure Coding in Reading over the 6 months to 20 November 2018.

Salary histogram for Secure Coding in Reading

For the 6 months to 20 November 2018, IT jobs citing Secure Coding 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 Reading region with a requirement for Secure Coding.

1 15 (100.00%) Agile Software Development
2 10 (66.67%) Client/Server
2 10 (66.67%) Java
2 10 (66.67%) OO
3 9 (60.00%) Unix
3 9 (60.00%) Linux
4 8 (53.33%) JavaScript
4 8 (53.33%) RESTful
5 7 (46.67%) Hadoop
5 7 (46.67%) Degree
5 7 (46.67%) jQuery
5 7 (46.67%) Unit Testing
5 7 (46.67%) Continuous Integration
5 7 (46.67%) Kafka
5 7 (46.67%) SQL
5 7 (46.67%) SQL Server
5 7 (46.67%) CSS
5 7 (46.67%) Web Services
5 7 (46.67%) XML
5 7 (46.67%) HTML
5 7 (46.67%) Software Engineering
6 6 (40.00%) Python
6 6 (40.00%) MySQL
6 6 (40.00%) Web Development
7 5 (33.33%) Ruby
7 5 (33.33%) Erlang
7 5 (33.33%) Multithreading
7 5 (33.33%) Git (software)
7 5 (33.33%) Amazon AWS
7 5 (33.33%) Waterfall

Secure Coding
Co-occurring IT Skills in Reading 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 4 (26.67%) Apache
2 3 (20.00%) JBoss
2 3 (20.00%) Tomcat
3 2 (13.33%) Apache Spark
3 2 (13.33%) Cloud Foundry
3 2 (13.33%) CMS
3 2 (13.33%) EPiServer
3 2 (13.33%) IIS
3 2 (13.33%) nginx
3 2 (13.33%) Umbraco
4 1 (6.67%) WebLogic
Cloud Services
1 5 (33.33%) Amazon AWS
2 3 (20.00%) Microsoft Azure
3 2 (13.33%) GitHub
3 2 (13.33%) Google Analytics
3 2 (13.33%) npm
4 1 (6.67%) Google Cloud Platform
4 1 (6.67%) IaaS
4 1 (6.67%) PaaS
Communications & Networking
1 3 (20.00%) HTTP
2 2 (13.33%) HTTPS
2 2 (13.33%) SSL
Database & Business Intelligence
1 7 (46.67%) Hadoop
1 7 (46.67%) SQL Server
2 6 (40.00%) MySQL
3 5 (33.33%) NoSQL
3 5 (33.33%) Relational Database
4 2 (13.33%) Adabas
4 2 (13.33%) HBase
4 2 (13.33%) Parquet
5 1 (6.67%) Big Data
Development Applications
1 5 (33.33%) Git (software)
2 2 (13.33%) Gradle
2 2 (13.33%) Grunt
2 2 (13.33%) gulp
2 2 (13.33%) Jenkins
2 2 (13.33%) Octopus Deploy
2 2 (13.33%) Sonatype Nexus
2 2 (13.33%) Subversion
2 2 (13.33%) Team Foundation Server
2 2 (13.33%) TeamCity
2 2 (13.33%) Visual Studio
2 2 (13.33%) webpack
3 1 (6.67%) Maven
General
1 5 (33.33%) Finance
1 5 (33.33%) Financial Institution
Job Titles
1 7 (46.67%) Developer
2 5 (33.33%) Senior Developer
2 5 (33.33%) Software Engineer
3 2 (13.33%) Java Developer
4 1 (6.67%) Development Manager
4 1 (6.67%) Hadoop Developer
4 1 (6.67%) HTML CSS Developer
4 1 (6.67%) HTML Developer
4 1 (6.67%) Java Hadoop Developer
4 1 (6.67%) JavaScript Developer
4 1 (6.67%) Junior
4 1 (6.67%) Junior Developer
4 1 (6.67%) Junior Java Developer
4 1 (6.67%) PHP Developer
4 1 (6.67%) Python Developer
4 1 (6.67%) Senior Hadoop Developer
4 1 (6.67%) Senior Java Developer
4 1 (6.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 8 (53.33%) RESTful
2 7 (46.67%) CSS
2 7 (46.67%) HTML
2 7 (46.67%) jQuery
2 7 (46.67%) Kafka
2 7 (46.67%) Web Services
2 7 (46.67%) XML
3 5 (33.33%) XSL
3 5 (33.33%) XSLT
4 4 (26.67%) JSON
4 4 (26.67%) REST
4 4 (26.67%) Spring
5 3 (20.00%) OAuth
6 2 (13.33%) .NET Framework
6 2 (13.33%) AngularJS
6 2 (13.33%) Apache Avro
6 2 (13.33%) Drools
6 2 (13.33%) RabbitMQ
6 2 (13.33%) Sass
6 2 (13.33%) WCF
Miscellaneous
1 10 (66.67%) Client/Server
2 5 (33.33%) Analytical Skills
2 5 (33.33%) Digital Currency
2 5 (33.33%) Management Information System
2 5 (33.33%) Self-Motivation
3 2 (13.33%) Cloud Native
3 2 (13.33%) Linux Command Line
3 2 (13.33%) User Experience
4 1 (6.67%) Virtual Team
Operating Systems
1 9 (60.00%) Linux
1 9 (60.00%) Unix
Processes & Methodologies
1 15 (100.00%) Agile Software Development
2 10 (66.67%) OO
3 7 (46.67%) Continuous Integration
3 7 (46.67%) Software Engineering
3 7 (46.67%) Unit Testing
4 6 (40.00%) Web Development
5 5 (33.33%) High Availability
5 5 (33.33%) Multithreading
5 5 (33.33%) OOP
5 5 (33.33%) SDLC
5 5 (33.33%) TDD
5 5 (33.33%) Waterfall
6 3 (20.00%) Scrum
7 2 (13.33%) CRM
7 2 (13.33%) Dependency Injection
7 2 (13.33%) ETL
7 2 (13.33%) MVC
7 2 (13.33%) MVVM
7 2 (13.33%) SOLID
7 2 (13.33%) Test Automation
Programming Languages
1 10 (66.67%) Java
2 8 (53.33%) JavaScript
3 7 (46.67%) SQL
4 6 (40.00%) Python
5 5 (33.33%) C++
5 5 (33.33%) Erlang
5 5 (33.33%) Go
5 5 (33.33%) Perl
5 5 (33.33%) PHP
5 5 (33.33%) Ruby
6 2 (13.33%) C#
6 2 (13.33%) Natural
6 2 (13.33%) RPG
6 2 (13.33%) RPG IV
6 2 (13.33%) Shell Script
6 2 (13.33%) T-SQL
7 1 (6.67%) Bash Shell
Qualifications
1 7 (46.67%) Degree
Quality Assurance & Compliance
1 2 (13.33%) GDPR
1 2 (13.33%) ISO/IEC 27001
1 2 (13.33%) QA
System Software
1 2 (13.33%) Apache ZooKeeper
1 2 (13.33%) HDFS
Systems Management
1 2 (13.33%) Hadoop YARN
2 1 (6.67%) Single Sign-On
Vendors
1 2 (13.33%) Adobe
1 2 (13.33%) IBM
1 2 (13.33%) MuleSoft
1 2 (13.33%) Oracle
1 2 (13.33%) webMethods
2 1 (6.67%) Google