Period
to 18 November 2017

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

Apache HTTP Server (httpd)
Central London > City of London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 195 121 131
Rank change year-on-year -74 +10 +17
Permanent jobs citing Apache 138 281 401
As % of all permanent IT jobs advertised in the City of London 1.36% 2.40% 2.32%
As % of the Application Platforms category 7.29% 12.85% 12.26%
Number of salaries quoted 132 247 313
City of London median annual salary £65,000 £59,000 £60,000
Median salary % change year-on-year +10.17% -1.67% +14.29%
10th Percentile £42,500 £37,500 £35,150
90th Percentile £114,750 £85,000 £86,250
Central London median annual salary £64,000 £57,500 £57,500
% change year-on-year +11.30% - +9.52%

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 1892 2187 3271
As % of all permanent IT jobs advertised in the City of London 18.59% 18.69% 18.91%
Number of salaries quoted 1737 2004 2815
City of London median annual salary £60,000 £56,500 £53,000
Median salary % change year-on-year +6.19% +6.60% +0.95%
10th Percentile £35,000 £35,000 £31,250
90th Percentile £87,500 £85,000 £81,250
Central London median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +3.96%

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 18 November 2017.

Salary histogram for Apache in the City of London

For the 6 months to 18 November 2017, IT jobs citing Apache 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 City of London region with a requirement for Apache.

1 76 (55.07%) Amazon AWS
2 70 (50.72%) MySQL
3 69 (50.00%) Linux
4 57 (41.30%) Agile Software Development
5 52 (37.68%) DevOps
6 48 (34.78%) Java
7 42 (30.43%) Big Data
8 41 (29.71%) Docker
8 41 (29.71%) PHP
8 41 (29.71%) SQL
9 39 (28.26%) JavaScript
9 39 (28.26%) Python
10 37 (26.81%) Web Services
11 36 (26.09%) LAMP
12 35 (25.36%) Puppet
13 33 (23.91%) XML
14 32 (23.19%) E-Commerce
14 32 (23.19%) Continuous Integration
15 31 (22.46%) nginx
15 31 (22.46%) Ansible
16 30 (21.74%) Tomcat
17 29 (21.01%) Hadoop
18 28 (20.29%) Bash Shell
18 28 (20.29%) Node.js
18 28 (20.29%) Jenkins
18 28 (20.29%) Perl
19 27 (19.57%) JSON
19 27 (19.57%) Apache Spark
20 26 (18.84%) Git (software)
21 25 (18.12%) HTML

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 31 (22.46%) nginx
2 30 (21.74%) Tomcat
3 27 (19.57%) Apache Spark
4 19 (13.77%) IIS
5 8 (5.80%) Apache Airflow
5 8 (5.80%) WordPress
6 6 (4.35%) Elasticsearch
6 6 (4.35%) WebLogic
7 5 (3.62%) JBoss
8 4 (2.90%) Confluence
8 4 (2.90%) OpenStack
9 3 (2.17%) Apache TomEE
9 3 (2.17%) SharePoint
9 3 (2.17%) WebSphere
10 2 (1.45%) Apache Pig
10 2 (1.45%) Apache Solr
10 2 (1.45%) SAS
10 2 (1.45%) WebSphere Application Server
11 1 (0.72%) Mule
Applications
1 2 (1.45%) SPSS
Business Applications
1 2 (1.45%) Magento
Cloud Services
1 76 (55.07%) Amazon AWS
2 24 (17.39%) Microsoft Azure
3 14 (10.14%) Amazon EC2
4 8 (5.80%) Amazon CloudWatch
4 8 (5.80%) AWS Lambda
4 8 (5.80%) GitHub
4 8 (5.80%) Serverless
4 8 (5.80%) Virtual Private Cloud
5 7 (5.07%) Office 365
6 5 (3.62%) Amazon EMR
6 5 (3.62%) Google Cloud Platform
7 4 (2.90%) AWS CloudFormation
7 4 (2.90%) Cloud Computing
7 4 (2.90%) Rackspace Cloud
8 3 (2.17%) SaaS
9 2 (1.45%) Amazon ELB
9 2 (1.45%) Amazon S3
9 2 (1.45%) IaaS
9 2 (1.45%) PaaS
10 1 (0.72%) OpenShift
Communications & Networking
1 22 (15.94%) HTTP
2 12 (8.70%) TCP/IP
3 9 (6.52%) Firewall
3 9 (6.52%) FTP
3 9 (6.52%) LDAP
4 6 (4.35%) Internet
5 2 (1.45%) Broadband
5 2 (1.45%) DNS
5 2 (1.45%) Kerberos
5 2 (1.45%) VoIP
5 2 (1.45%) Wireshark
6 1 (0.72%) Asterisk PBX
6 1 (0.72%) iSCSI
6 1 (0.72%) LAN
6 1 (0.72%) MRTG
6 1 (0.72%) Reverse Proxy
6 1 (0.72%) SAN
6 1 (0.72%) SNMP
6 1 (0.72%) VPN
6 1 (0.72%) WAN
Database & Business Intelligence
1 70 (50.72%) MySQL
2 42 (30.43%) Big Data
3 29 (21.01%) Hadoop
4 24 (17.39%) NoSQL
5 22 (15.94%) SQL Server
6 15 (10.87%) Apache Hive
7 12 (8.70%) Amazon Redshift
8 11 (7.97%) MongoDB
9 10 (7.25%) InfluxDB
10 9 (6.52%) PostgreSQL
10 9 (6.52%) Redis
11 8 (5.80%) Amazon RDS
11 8 (5.80%) HBase
11 8 (5.80%) Neo4j
12 5 (3.62%) Amazon DynamoDB
13 4 (2.90%) Apache Cassandra
13 4 (2.90%) Couchbase
13 4 (2.90%) InterSystems Cache
14 3 (2.17%) OpenTSDB
14 3 (2.17%) Parquet
Development Applications
1 28 (20.29%) Jenkins
2 26 (18.84%) Git (software)
3 8 (5.80%) JIRA
4 6 (4.35%) Subversion
5 4 (2.90%) AppScan
5 4 (2.90%) Maven
5 4 (2.90%) TeamCity
6 3 (2.17%) Atlassian Bamboo
6 3 (2.17%) PHPUnit
6 3 (2.17%) Travis CI
7 2 (1.45%) Ant
7 2 (1.45%) Codeship
7 2 (1.45%) Gerrit
7 2 (1.45%) Hudson
7 2 (1.45%) Octopus Deploy
7 2 (1.45%) Phing
7 2 (1.45%) Sonatype Nexus
8 1 (0.72%) Eclipse
8 1 (0.72%) LoadRunner
8 1 (0.72%) VSS/SourceSafe
General
1 23 (16.67%) Finance
2 13 (9.42%) Banking
3 11 (7.97%) Online Betting
4 10 (7.25%) Marketing
5 7 (5.07%) Retail
6 4 (2.90%) Legal
7 3 (2.17%) Advertising
7 3 (2.17%) Law
8 2 (1.45%) Investment Banking
8 2 (1.45%) Prime Brokerage
8 2 (1.45%) Telecoms
9 1 (0.72%) Financial Institution
9 1 (0.72%) Publishing
Job Titles
1 26 (18.84%) DevOps Engineer
2 23 (16.67%) Developer
3 16 (11.59%) Administrator
4 15 (10.87%) Systems Administrator
5 14 (10.14%) Architect
6 13 (9.42%) Data Engineer
7 11 (7.97%) Software Manager
8 10 (7.25%) DevOps Administrator
8 10 (7.25%) Linux Administrator
8 10 (7.25%) Linux Systems Administrator
8 10 (7.25%) Linux/Unix DevOps
9 9 (6.52%) Senior Data Engineer
10 8 (5.80%) E-Commerce Manager
10 8 (5.80%) Head of Engineering
10 8 (5.80%) Solutions Architect
11 7 (5.07%) Analyst
11 7 (5.07%) Big Data Engineer
11 7 (5.07%) DevOps Systems Engineer
11 7 (5.07%) Support Engineer
11 7 (5.07%) Systems Engineer
Libraries, Frameworks & Software Standards
1 37 (26.81%) Web Services
2 36 (26.09%) LAMP
3 33 (23.91%) XML
4 28 (20.29%) Node.js
5 27 (19.57%) JSON
6 25 (18.12%) HTML
7 24 (17.39%) .NET
7 24 (17.39%) AngularJS
8 22 (15.94%) React
9 19 (13.77%) Kafka
9 19 (13.77%) RabbitMQ
10 16 (11.59%) jQuery
11 15 (10.87%) Java EE
11 15 (10.87%) LEMP Stack
12 14 (10.14%) HTML5
13 12 (8.70%) REST
13 12 (8.70%) Velocity
14 9 (6.52%) Elastic Stack
15 8 (5.80%) CSS
16 7 (5.07%) Twitter Bootstrap
Miscellaneous
1 14 (10.14%) User Experience
2 12 (8.70%) Greenfield Project
2 12 (8.70%) Mobile App
3 8 (5.80%) Fintech
4 7 (5.07%) Computer Science
5 5 (3.62%) Data Centre
6 4 (2.90%) SWIFT
7 3 (2.17%) Linux Command Line
7 3 (2.17%) Virtual Team
8 2 (1.45%) Derivative
8 2 (1.45%) Digital Media
8 2 (1.45%) Enterprise Software
8 2 (1.45%) Equities
8 2 (1.45%) Equity Derivative
8 2 (1.45%) Wiki
9 1 (0.72%) Algorithms
9 1 (0.72%) Analytical Skills
9 1 (0.72%) Hedge funds
9 1 (0.72%) Smartphone
9 1 (0.72%) W3C
Operating Systems
1 69 (50.00%) Linux
2 20 (14.49%) Windows
3 17 (12.32%) Unix
4 12 (8.70%) CentOS
5 5 (3.62%) Solaris
6 4 (2.90%) Android
6 4 (2.90%) Apple iOS
7 3 (2.17%) Ubuntu
8 2 (1.45%) AIX
8 2 (1.45%) Red Hat Enterprise Linux
8 2 (1.45%) VMS
8 2 (1.45%) Windows Server
9 1 (0.72%) Debian
9 1 (0.72%) FreeBSD
9 1 (0.72%) SUSE
Processes & Methodologies
1 57 (41.30%) Agile Software Development
2 52 (37.68%) DevOps
3 32 (23.19%) Continuous Integration
3 32 (23.19%) E-Commerce
4 23 (16.67%) Software Engineering
5 20 (14.49%) Line Management
6 18 (13.04%) Analytics
6 18 (13.04%) Machine Learning
6 18 (13.04%) TDD
7 17 (12.32%) BDD
7 17 (12.32%) Configuration Management
7 17 (12.32%) OO
8 16 (11.59%) Continuous Delivery
9 14 (10.14%) Microservices
9 14 (10.14%) Open Source
9 14 (10.14%) Prototyping
10 13 (9.42%) SOA
11 12 (8.70%) High Availability
11 12 (8.70%) Mobile Application Development
11 12 (8.70%) Rapid Prototyping
Programming Languages
1 48 (34.78%) Java
2 41 (29.71%) PHP
2 41 (29.71%) SQL
3 39 (28.26%) JavaScript
3 39 (28.26%) Python
4 28 (20.29%) Bash Shell
4 28 (20.29%) Perl
5 17 (12.32%) PowerShell
5 17 (12.32%) Ruby
6 16 (11.59%) Scala
7 15 (10.87%) C#
8 9 (6.52%) PHP 7
9 8 (5.80%) PHP 5
10 5 (3.62%) Go
10 5 (3.62%) Shell Script
10 5 (3.62%) VB
11 3 (2.17%) CoffeeScript
11 3 (2.17%) F#
12 2 (1.45%) ActionScript 2.0
12 2 (1.45%) R
Qualifications
1 14 (10.14%) Degree
2 4 (2.90%) Computer Science Degree
3 2 (1.45%) CISM
3 2 (1.45%) Security Cleared
4 1 (0.72%) CISSP
4 1 (0.72%) DV Cleared
4 1 (0.72%) Master's Degree
4 1 (0.72%) Postgraduate
4 1 (0.72%) SC Cleared
Quality Assurance & Compliance
1 6 (4.35%) QA
2 5 (3.62%) SLA
3 2 (1.45%) COBIT
3 2 (1.45%) EMIR
3 2 (1.45%) ISO/IEC 27001
3 2 (1.45%) MiFID
3 2 (1.45%) PCI DSS
4 1 (0.72%) Data Quality
4 1 (0.72%) DICOM
4 1 (0.72%) GCP
4 1 (0.72%) HL7
System Software
1 41 (29.71%) Docker
2 5 (3.62%) Active Directory
2 5 (3.62%) HDFS
3 4 (2.90%) Varnish
4 2 (1.45%) Apache Flume
4 2 (1.45%) Apache ZooKeeper
4 2 (1.45%) Virtual Machines
4 2 (1.45%) VMware Infrastructure
5 1 (0.72%) Kamailio
5 1 (0.72%) KVM
5 1 (0.72%) oVirt
5 1 (0.72%) Postfix
5 1 (0.72%) PowerDNS
5 1 (0.72%) vCloud
5 1 (0.72%) VirtualBox
5 1 (0.72%) Xen
5 1 (0.72%) XenServer
Systems Management
1 35 (25.36%) Puppet
2 31 (22.46%) Ansible
3 24 (17.39%) Opscode Chef
4 7 (5.07%) HAProxy
4 7 (5.07%) Nagios
4 7 (5.07%) vRealize
5 6 (4.35%) Graphite
6 5 (3.62%) Kubernetes
6 5 (3.62%) Mesos
7 4 (2.90%) Terraform
8 3 (2.17%) Grafana
8 3 (2.17%) Kibana
8 3 (2.17%) logstash
8 3 (2.17%) Munin
9 2 (1.45%) Cacti
9 2 (1.45%) Control-M
9 2 (1.45%) Docker Swarm
9 2 (1.45%) Salt
9 2 (1.45%) ZABBIX
10 1 (0.72%) Icinga
Vendors
1 10 (7.25%) Oracle
1 10 (7.25%) Red Hat
2 9 (6.52%) Microsoft
3 8 (5.80%) IBM
3 8 (5.80%) PagerDuty
4 6 (4.35%) Autodesk
5 5 (3.62%) Rackspace
5 5 (3.62%) Splunk
5 5 (3.62%) VMware
6 4 (2.90%) Apple
6 4 (2.90%) Google
6 4 (2.90%) Xamarin
7 3 (2.17%) Remedy
7 3 (2.17%) ServiceNow
7 3 (2.17%) Sun
7 3 (2.17%) Sybase
8 2 (1.45%) CenturyLink
8 2 (1.45%) SaltStack
9 1 (0.72%) New Relic
9 1 (0.72%) Zend