Period
to 18 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Apache skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache over the 6 months to 18 November 2019 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > Scotland
6 months to
18 Nov 2019
Same period 2018 Same period 2017
Rank 144 158 168
Rank change year-on-year +14 +10 +14
Permanent jobs citing Apache 66 74 61
As % of all permanent IT jobs advertised in Scotland 1.42% 1.39% 1.09%
As % of the Application Platforms category 11.09% 9.31% 6.79%
Number of salaries quoted 37 64 36
Scotland median annual salary £43,500 £38,000 £36,750
Median salary % change year-on-year +14.47% +3.40% -19.23%
10th Percentile £32,000 £23,000 £30,250
90th Percentile £59,700 £62,125 £53,750
UK median annual salary £55,000 £50,500 £50,000
% change year-on-year +8.91% +1.00% -

Apache is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for application platform skills.

All Application Platform Skills
Scotland
Permanent vacancies with a requirement for application platform skills 595 795 898
As % of all permanent IT jobs advertised in Scotland 12.81% 14.96% 15.98%
Number of salaries quoted 340 490 524
Scotland median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% -5.56%
10th Percentile £27,500 £28,975 £30,000
90th Percentile £62,156 £68,750 £67,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Apache
Job Vacancy Trend in Scotland

Job postings citing Apache as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Apache in Scotland

Apache
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache in Scotland.

Salary trend for Apache in Scotland

Apache
Salary Histogram in Scotland

The salary distribution of IT jobs citing Apache in Scotland over the 6 months to 18 November 2019.

Salary histogram for Apache in Scotland

Apache
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the Scotland region over the 6 months to 18 November 2019. 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
Edinburgh +16 36 £41,250 +39.83% 7
Glasgow +3 25 £50,000 +69.49% 4
Fife - 3 £35,000 - 2
Stirling -1 1 - -
Dundee - 1 - -
Apache
UK

For the 6 months to 18 November 2019, IT jobs citing Apache 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 Scotland region with a requirement for Apache.

1 25 (37.88%) JavaScript
2 23 (34.85%) Linux
3 22 (33.33%) HTML
3 22 (33.33%) Python
3 22 (33.33%) Agile Software Development
4 19 (28.79%) MySQL
4 19 (28.79%) Apache Spark
5 18 (27.27%) CSS
6 16 (24.24%) PHP
7 15 (22.73%) Java
7 15 (22.73%) SQL
7 15 (22.73%) Big Data
7 15 (22.73%) Azure
7 15 (22.73%) AWS
8 14 (21.21%) Git (software)
9 13 (19.70%) Web Development
9 13 (19.70%) NoSQL
10 12 (18.18%) Software Engineering
10 12 (18.18%) nginx
11 11 (16.67%) HTML5
11 11 (16.67%) DevOps
11 11 (16.67%) OO
11 11 (16.67%) Red Hat
12 10 (15.15%) OOP
12 10 (15.15%) Tomcat
12 10 (15.15%) Web Services
12 10 (15.15%) Spring
12 10 (15.15%) MongoDB
12 10 (15.15%) Degree
12 10 (15.15%) jQuery

Apache
Co-occurring IT Skills in Scotland 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 (28.79%) Apache Spark
2 12 (18.18%) nginx
3 10 (15.15%) Tomcat
4 8 (12.12%) CMS
5 6 (9.09%) JBoss
6 5 (7.58%) Elasticsearch
7 4 (6.06%) IIS
7 4 (6.06%) Jetty
7 4 (6.06%) WordPress
8 3 (4.55%) GlassFish
8 3 (4.55%) lighttpd
9 2 (3.03%) WebSphere
10 1 (1.52%) Tornado
Business Applications
1 1 (1.52%) Magento
Cloud Services
1 15 (22.73%) AWS
1 15 (22.73%) Azure
2 5 (7.58%) Office 365
3 4 (6.06%) Cloud Computing
3 4 (6.06%) GCP
4 2 (3.03%) Amazon EC2
5 1 (1.52%) Amazon CloudWatch
5 1 (1.52%) Sage Pay
Communications & Networking
1 8 (12.12%) HTTP
2 6 (9.09%) DNS
3 4 (6.06%) SSL
4 3 (4.55%) Internet
4 3 (4.55%) SSH
5 2 (3.03%) Firewall
5 2 (3.03%) IP Telephony
5 2 (3.03%) SAN
5 2 (3.03%) SMTP
5 2 (3.03%) TCP/IP
6 1 (1.52%) DHCP
6 1 (1.52%) PPTP
6 1 (1.52%) VPN
Database & Business Intelligence
1 19 (28.79%) MySQL
2 15 (22.73%) Big Data
3 13 (19.70%) NoSQL
4 10 (15.15%) MongoDB
5 9 (13.64%) Hadoop
5 9 (13.64%) PostgreSQL
6 7 (10.61%) Parquet
7 5 (7.58%) Relational Database
8 4 (6.06%) Amazon Athena
8 4 (6.06%) Data Lake
9 3 (4.55%) Data Warehouse
9 3 (4.55%) MariaDB
9 3 (4.55%) SQL Server
10 1 (1.52%) Amazon Aurora
10 1 (1.52%) Apache Cassandra
10 1 (1.52%) Cosmos DB
10 1 (1.52%) Flink
Development Applications
1 14 (21.21%) Git (software)
2 5 (7.58%) Jenkins
2 5 (7.58%) Subversion
3 3 (4.55%) Eclipse
3 3 (4.55%) NetBeans
4 2 (3.03%) JIRA
4 2 (3.03%) Ranorex
4 2 (3.03%) Selenium
4 2 (3.03%) SpecFlow
5 1 (1.52%) Ant
5 1 (1.52%) Eclipse RCP
5 1 (1.52%) Gradle
5 1 (1.52%) JUnit
5 1 (1.52%) Maven
5 1 (1.52%) Mockito
General
1 6 (9.09%) Marketing
2 3 (4.55%) Finance
3 2 (3.03%) Retail
4 1 (1.52%) Advertising
4 1 (1.52%) Aerospace
4 1 (1.52%) Games
4 1 (1.52%) Legal
4 1 (1.52%) Military
4 1 (1.52%) Telecoms
Job Titles
1 31 (46.97%) Developer
2 13 (19.70%) Software Developer
3 10 (15.15%) PHP Developer
4 9 (13.64%) Senior Developer
5 8 (12.12%) DevOps Engineer
6 7 (10.61%) Big Data Engineer
6 7 (10.61%) Data Engineer
6 7 (10.61%) Senior Software Developer
7 6 (9.09%) Web Developer
8 5 (7.58%) Administrator
8 5 (7.58%) Backend Developer
8 5 (7.58%) PHP Laravel Developer
8 5 (7.58%) Systems Administrator
9 4 (6.06%) Django Developer
9 4 (6.06%) Java Developer
9 4 (6.06%) JavaScript Developer
9 4 (6.06%) Python Developer
9 4 (6.06%) Python Web Developer
9 4 (6.06%) Python/Django Developer
9 4 (6.06%) Senior Backend Developer
Libraries, Frameworks & Software Standards
1 22 (33.33%) HTML
2 18 (27.27%) CSS
3 11 (16.67%) HTML5
4 10 (15.15%) jQuery
4 10 (15.15%) Spring
4 10 (15.15%) Web Services
5 9 (13.64%) JSON
6 8 (12.12%) LAMP
7 6 (9.09%) .NET
7 6 (9.09%) AngularJS
7 6 (9.09%) ASP.NET
7 6 (9.09%) CSS3
7 6 (9.09%) Kafka
7 6 (9.09%) REST
8 5 (7.58%) CodeIgniter
8 5 (7.58%) Laravel
8 5 (7.58%) Phalcon
8 5 (7.58%) Symfony
8 5 (7.58%) XML
8 5 (7.58%) Yii
Miscellaneous
1 5 (7.58%) Management Information System
2 4 (6.06%) Enterprise Software
2 4 (6.06%) Greenfield Project
3 3 (4.55%) Hybrid Cloud
3 3 (4.55%) Mobile App
3 3 (4.55%) Self-Motivation
4 2 (3.03%) Analytical Skills
4 2 (3.03%) Internet of Things
4 2 (3.03%) User Experience
5 1 (1.52%) Analytical Mindset
5 1 (1.52%) RIA
5 1 (1.52%) Social Media
5 1 (1.52%) Wiki
Operating Systems
1 23 (34.85%) Linux
2 6 (9.09%) Windows
3 4 (6.06%) Unix
4 2 (3.03%) Mac OS
4 2 (3.03%) Solaris
4 2 (3.03%) Windows 10
4 2 (3.03%) Windows 7
4 2 (3.03%) Windows Server
5 1 (1.52%) Debian
5 1 (1.52%) Red Hat Enterprise Linux
Processes & Methodologies
1 22 (33.33%) Agile Software Development
2 13 (19.70%) Web Development
3 12 (18.18%) Software Engineering
4 11 (16.67%) DevOps
4 11 (16.67%) OO
5 10 (15.15%) OOP
6 9 (13.64%) Analytics
6 9 (13.64%) MVC
6 9 (13.64%) Test Automation
7 7 (10.61%) Business Intelligence
7 7 (10.61%) SDLC
8 6 (9.09%) Mentoring
8 6 (9.09%) Server Management
8 6 (9.09%) TDD
9 5 (7.58%) Computer Science
9 5 (7.58%) Continuous Integration
9 5 (7.58%) ETL
9 5 (7.58%) Fintech
9 5 (7.58%) Open Source
10 4 (6.06%) Configuration Management
Programming Languages
1 25 (37.88%) JavaScript
2 22 (33.33%) Python
3 16 (24.24%) PHP
4 15 (22.73%) Java
4 15 (22.73%) SQL
5 5 (7.58%) Scala
6 4 (6.06%) Bash Shell
6 4 (6.06%) PHP 7
6 4 (6.06%) Shell Script
6 4 (6.06%) XPath
7 3 (4.55%) C#
8 2 (3.03%) Bourne shell
8 2 (3.03%) C-shell
8 2 (3.03%) Korn
8 2 (3.03%) PowerShell
9 1 (1.52%) C++
9 1 (1.52%) Perl
9 1 (1.52%) PL/SQL
9 1 (1.52%) R
9 1 (1.52%) T-SQL
Qualifications
1 10 (15.15%) Degree
2 7 (10.61%) HND
3 2 (3.03%) ISTQB
4 1 (1.52%) Computer Science Degree
4 1 (1.52%) Security Cleared
System Software
1 7 (10.61%) Docker
2 3 (4.55%) VMware ESXi
2 3 (4.55%) VMware Infrastructure
3 2 (3.03%) Active Directory
3 2 (3.03%) HDFS
3 2 (3.03%) Hyper-V
3 2 (3.03%) NFS
4 1 (1.52%) Dovecot
4 1 (1.52%) Postfix
4 1 (1.52%) SpamAssassin
4 1 (1.52%) VirtualBox
Systems Management
1 6 (9.09%) Ansible
1 6 (9.09%) Kubernetes
2 5 (7.58%) Opscode Chef
2 5 (7.58%) Puppet
3 4 (6.06%) Docker Swarm
4 2 (3.03%) FortiGate
4 2 (3.03%) Plesk
5 1 (1.52%) ZABBIX
Vendors
1 11 (16.67%) Red Hat
2 5 (7.58%) Zend
3 4 (6.06%) Databricks
4 3 (4.55%) Oracle
4 3 (4.55%) VMware
5 2 (3.03%) EMC
5 2 (3.03%) IBM
5 2 (3.03%) Mitel
5 2 (3.03%) Rackspace
5 2 (3.03%) Sophos
5 2 (3.03%) Veeam
6 1 (1.52%) Microsoft
6 1 (1.52%) Sage
6 1 (1.52%) Tableau