Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
Central London > City of London
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 226 182 126
Rank change year-on-year -44 -56 +15
Permanent jobs citing Apache 128 160 322
As % of all permanent IT jobs advertised in the City of London 1.17% 1.57% 2.48%
As % of the Application Platforms category 6.73% 8.81% 12.80%
Number of salaries quoted 119 148 283
City of London median annual salary £55,000 £61,000 £57,500
Median salary % change year-on-year -9.84% +6.09% +4.55%
10th Percentile £37,500 £39,975 £37,500
90th Percentile £87,500 £104,750 £90,500
Central London median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% +4.76%

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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Permanent vacancies with a requirement for application platform skills 1,902 1,817 2,515
As % of all permanent IT jobs advertised in the City of London 17.39% 17.85% 19.34%
Number of salaries quoted 1,713 1,643 2,285
City of London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £33,750 £32,500
90th Percentile £90,000 £85,000 £83,750
Central London median annual salary £60,000 £57,000 £55,000
% change year-on-year +5.26% +3.64% +4.76%

Apache
Job Vacancy Trend in the City of London

Job postings citing Apache as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Apache in the City of London

Apache
Salary Trend in the City of London

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

Salary trend for Apache in the City of London

Apache
Salary Histogram in the City of London

The salary distribution of IT jobs citing Apache in the City of London over the 6 months to 15 August 2018.

Salary histogram for Apache in the City of London

For the 6 months to 15 August 2018, 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 City of London region with a requirement for Apache.

1 92 (71.88%) Linux
2 56 (43.75%) Java
3 53 (41.41%) Tomcat
4 52 (40.63%) Python
5 46 (35.94%) Amazon AWS
5 46 (35.94%) DevOps
6 44 (34.38%) JavaScript
7 41 (32.03%) Perl
7 41 (32.03%) MySQL
8 37 (28.91%) Docker
8 37 (28.91%) Git (software)
9 36 (28.13%) LAMP
10 34 (26.56%) PHP
10 34 (26.56%) HTML
10 34 (26.56%) Puppet
11 33 (25.78%) Agile Software Development
12 32 (25.00%) Opscode Chef
13 31 (24.22%) Spring
13 31 (24.22%) SQL
14 30 (23.44%) CSS
15 29 (22.66%) TDD
16 28 (21.88%) Web Services
17 26 (20.31%) Oracle
17 26 (20.31%) SQL Server
17 26 (20.31%) Jenkins
17 26 (20.31%) Bash Shell
18 25 (19.53%) Hadoop
18 25 (19.53%) Apache Spark
19 24 (18.75%) JIRA
20 21 (16.41%) Shell Script

Apache
Co-occurring IT Skills in the City of London 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 53 (41.41%) Tomcat
2 25 (19.53%) Apache Spark
3 18 (14.06%) nginx
4 15 (11.72%) Elasticsearch
4 15 (11.72%) WordPress
5 9 (7.03%) IIS
6 8 (6.25%) JBoss
7 7 (5.47%) WebSphere
8 4 (3.13%) Apache Airflow
8 4 (3.13%) CMS
9 3 (2.34%) Apache Pig
9 3 (2.34%) Apache Solr
9 3 (2.34%) Confluence
9 3 (2.34%) Moodle
9 3 (2.34%) OpenStack
9 3 (2.34%) WebLogic
10 2 (1.56%) Adobe Experience Manager
10 2 (1.56%) Oracle HTTP Server
11 1 (0.78%) Exchange Server 2013
11 1 (0.78%) WildFly
Applications
1 2 (1.56%) Microsoft Excel
Business Applications
1 2 (1.56%) Salesforce.com CRM
Cloud Services
1 46 (35.94%) Amazon AWS
2 18 (14.06%) Microsoft Azure
3 12 (9.38%) Google Cloud Platform
4 9 (7.03%) Amazon EC2
4 9 (7.03%) Cloud Computing
5 8 (6.25%) SaaS
6 6 (4.69%) Office 365
7 4 (3.13%) Amazon ELB
7 4 (3.13%) PaaS
8 3 (2.34%) Amazon CloudWatch
8 3 (2.34%) Amazon ElastiCache
8 3 (2.34%) Amazon EMR
8 3 (2.34%) Amazon S3
8 3 (2.34%) AWS CloudFormation
8 3 (2.34%) AWS OpsWorks
8 3 (2.34%) CloudFront
8 3 (2.34%) Datadog
8 3 (2.34%) IaaS
8 3 (2.34%) Route 53
9 2 (1.56%) Serverless
Communications & Networking
1 21 (16.41%) TCP/IP
2 18 (14.06%) HTTP
3 11 (8.59%) Internet
3 11 (8.59%) SMTP
4 10 (7.81%) DNS
4 10 (7.81%) Firewall
4 10 (7.81%) SSH
5 6 (4.69%) VPN
6 5 (3.91%) SAN
7 4 (3.13%) DHCP
7 4 (3.13%) VLAN
8 3 (2.34%) Intranet
8 3 (2.34%) NAS
9 2 (1.56%) BIG-IP
9 2 (1.56%) Cisco ASA
9 2 (1.56%) NetScaler
9 2 (1.56%) SSL
9 2 (1.56%) Wireshark
10 1 (0.78%) BGP
10 1 (0.78%) DDNS
Database & Business Intelligence
1 41 (32.03%) MySQL
2 26 (20.31%) SQL Server
3 25 (19.53%) Hadoop
4 21 (16.41%) NoSQL
5 20 (15.63%) PostgreSQL
6 13 (10.16%) MongoDB
6 13 (10.16%) Relational Database
7 9 (7.03%) Big Data
8 7 (5.47%) Amazon RDS
8 7 (5.47%) RDBMS
9 6 (4.69%) Apache Cassandra
9 6 (4.69%) Apache Hive
10 4 (3.13%) Neo4j
10 4 (3.13%) Redis
11 3 (2.34%) Data Warehouse
11 3 (2.34%) Flink
11 3 (2.34%) HBase
11 3 (2.34%) Power BI
12 2 (1.56%) OLAP
12 2 (1.56%) SQL Server Reporting Services
Development Applications
1 37 (28.91%) Git (software)
2 26 (20.31%) Jenkins
3 24 (18.75%) JIRA
4 16 (12.50%) JUnit
4 16 (12.50%) Selenium
4 16 (12.50%) Subversion
5 15 (11.72%) Bitbucket
5 15 (11.72%) Maven
6 13 (10.16%) Gradle
6 13 (10.16%) Log4j
7 12 (9.38%) TestNG
8 7 (5.47%) Visual Studio
9 6 (4.69%) Atlassian Bamboo
10 3 (2.34%) CircleCI
10 3 (2.34%) Codeship
10 3 (2.34%) RSpec
10 3 (2.34%) RStudio
10 3 (2.34%) Sublime Text
10 3 (2.34%) Visual Studio Code
10 3 (2.34%) WebDriver
General
1 15 (11.72%) Finance
2 6 (4.69%) Games
3 4 (3.13%) Retail
4 3 (2.34%) Advertising
4 3 (2.34%) Banking
4 3 (2.34%) Law
4 3 (2.34%) Marketing
4 3 (2.34%) Pharmaceutical
5 2 (1.56%) Automotive
5 2 (1.56%) Billing
5 2 (1.56%) Legal
6 1 (0.78%) Back Office
6 1 (0.78%) Financial Institution
6 1 (0.78%) Retail Banking
6 1 (0.78%) Spanish Language
Job Titles
1 45 (35.16%) Developer
2 25 (19.53%) Java Developer
3 24 (18.75%) Administrator
4 23 (17.97%) Systems Administrator
5 21 (16.41%) Linux Systems Administrator
6 20 (15.63%) Linux Administrator
7 14 (10.94%) DevOps Engineer
8 9 (7.03%) Agile Developer
8 9 (7.03%) Agile Java Developer
8 9 (7.03%) Java Engineer
9 7 (5.47%) Data Engineer
9 7 (5.47%) Senior DevOps
9 7 (5.47%) Software Engineer
10 6 (4.69%) AWS DevOps
10 6 (4.69%) Linux Engineer
10 6 (4.69%) PHP Developer
10 6 (4.69%) Support Engineer
11 5 (3.91%) Architect
11 5 (3.91%) Lead DevOps
11 5 (3.91%) Senior Developer
Libraries, Frameworks & Software Standards
1 36 (28.13%) LAMP
2 34 (26.56%) HTML
3 31 (24.22%) Spring
4 30 (23.44%) CSS
5 28 (21.88%) Web Services
6 18 (14.06%) Hibernate
7 16 (12.50%) LAPP Stack
8 15 (11.72%) Ajax
8 15 (11.72%) Java EE
9 14 (10.94%) LDAP
9 14 (10.94%) Node.js
10 12 (9.38%) .NET
10 12 (9.38%) jQuery
10 12 (9.38%) JSP
10 12 (9.38%) JSTL
11 10 (7.81%) Kafka
11 10 (7.81%) React
11 10 (7.81%) REST
12 9 (7.03%) LEMP Stack
13 7 (5.47%) Elastic Stack
Miscellaneous
1 13 (10.16%) Computer Science
1 13 (10.16%) Linux Command Line
2 7 (5.47%) Algorithms
3 6 (4.69%) Fintech
4 5 (3.91%) Management Information System
5 4 (3.13%) Analytical Skills
5 4 (3.13%) Clustering
5 4 (3.13%) Data Structures
5 4 (3.13%) Greenfield Project
6 3 (2.34%) Mobile App
7 2 (1.56%) Enterprise Cloud
7 2 (1.56%) Fixed Income
7 2 (1.56%) Online Games
7 2 (1.56%) Replication
7 2 (1.56%) Social Media
7 2 (1.56%) Social Network
8 1 (0.78%) Enterprise Storage
8 1 (0.78%) Foreign Exchange (FX)
8 1 (0.78%) PKI
8 1 (0.78%) Wiki
Operating Systems
1 92 (71.88%) Linux
2 21 (16.41%) Unix
3 19 (14.84%) Ubuntu
4 17 (13.28%) Windows
5 12 (9.38%) Android
5 12 (9.38%) openSUSE
6 11 (8.59%) CentOS
7 8 (6.25%) Red Hat Enterprise Linux
8 6 (4.69%) Windows Server
9 3 (2.34%) Debian
9 3 (2.34%) Windows Server 2012
10 2 (1.56%) CoreOS
10 2 (1.56%) Windows Server 2008
11 1 (0.78%) DC/OS
11 1 (0.78%) SUSE
11 1 (0.78%) Windows 10
Processes & Methodologies
1 46 (35.94%) DevOps
2 33 (25.78%) Agile Software Development
3 29 (22.66%) TDD
4 20 (15.63%) Software Engineering
5 17 (13.28%) Continuous Integration
6 15 (11.72%) Open Source
7 14 (10.94%) Problem-Solving
8 12 (9.38%) Scrum
9 11 (8.59%) API Development
9 11 (8.59%) ITIL
9 11 (8.59%) Microservices
9 11 (8.59%) Test Automation
10 10 (7.81%) Continuous Delivery
10 10 (7.81%) MVC
11 9 (7.03%) BDD
11 9 (7.03%) Infrastructure Engineering
12 8 (6.25%) Analytics
12 8 (6.25%) Artificial Intelligence
12 8 (6.25%) High Availability
12 8 (6.25%) Machine Learning
Programming Languages
1 56 (43.75%) Java
2 52 (40.63%) Python
3 44 (34.38%) JavaScript
4 41 (32.03%) Perl
5 34 (26.56%) PHP
6 31 (24.22%) SQL
7 26 (20.31%) Bash Shell
8 21 (16.41%) Shell Script
9 20 (15.63%) PowerShell
10 18 (14.06%) Ruby
11 14 (10.94%) C
11 14 (10.94%) Scala
12 10 (7.81%) VB
13 7 (5.47%) C++
14 6 (4.69%) Bourne shell
14 6 (4.69%) C#
14 6 (4.69%) Java 8
14 6 (4.69%) Korn
15 5 (3.91%) Groovy
16 3 (2.34%) R
Qualifications
1 11 (8.59%) Degree
2 4 (3.13%) RHCE
3 3 (2.34%) Computer Science Degree
4 2 (1.56%) AWS Certification
4 2 (1.56%) CISSP
5 1 (0.78%) Citrix Certification
5 1 (0.78%) CompTIA Security+
5 1 (0.78%) ITIL Foundation Certificate
5 1 (0.78%) MBA
5 1 (0.78%) Microsoft Certification
5 1 (0.78%) PhD
5 1 (0.78%) SSCP
Quality Assurance & Compliance
1 5 (3.91%) QA
2 3 (2.34%) ISO 9001
3 1 (0.78%) Data Quality
3 1 (0.78%) GCP
3 1 (0.78%) ISO/IEC 27001
3 1 (0.78%) PCI DSS
3 1 (0.78%) SLA
System Software
1 37 (28.91%) Docker
2 11 (8.59%) VMware Infrastructure
3 9 (7.03%) Active Directory
4 4 (3.13%) KVM
5 3 (2.34%) iptables
5 3 (2.34%) Xen
6 2 (1.56%) HDFS
6 2 (1.56%) NFS
6 2 (1.56%) Oracle RAC
6 2 (1.56%) Virtual Machines
6 2 (1.56%) Virtual Servers
6 2 (1.56%) VirtualBox
6 2 (1.56%) vSphere
6 2 (1.56%) XenServer
7 1 (0.78%) Gluster
7 1 (0.78%) GridGain
7 1 (0.78%) OpenAM
7 1 (0.78%) PowerDNS
7 1 (0.78%) QEMU
7 1 (0.78%) VMware ESXi
Systems Management
1 34 (26.56%) Puppet
2 32 (25.00%) Opscode Chef
3 20 (15.63%) Ansible
4 15 (11.72%) Salt
5 10 (7.81%) Nagios
6 9 (7.03%) Kubernetes
7 7 (5.47%) Terraform
8 6 (4.69%) Mesos
9 4 (3.13%) LiteSpeed
10 3 (2.34%) Consul
10 3 (2.34%) HAProxy
10 3 (2.34%) Prometheus
11 2 (1.56%) Apache Shiro
11 2 (1.56%) Docker Swarm
11 2 (1.56%) Icinga
11 2 (1.56%) Kibana
11 2 (1.56%) Red Hat Spacewalk
11 2 (1.56%) ZABBIX
12 1 (0.78%) BladeLogic
12 1 (0.78%) Cobbler
Vendors
1 26 (20.31%) Oracle
2 14 (10.94%) VMware
3 7 (5.47%) Google
3 7 (5.47%) Microsoft
3 7 (5.47%) Red Hat
4 6 (4.69%) Cisco
5 5 (3.91%) Atlassian
6 4 (3.13%) Cloudera
6 4 (3.13%) Hortonworks
6 4 (3.13%) MapR
6 4 (3.13%) Splunk
7 3 (2.34%) Citrix
7 3 (2.34%) F5
7 3 (2.34%) IBM
7 3 (2.34%) SaltStack
7 3 (2.34%) SAP
8 2 (1.56%) Adobe
8 2 (1.56%) AppDynamics
8 2 (1.56%) OutSystems
8 2 (1.56%) Sun