The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Apache skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Apache HTTP Server (httpd)
London / City of London
Rank 113 126 135
Rank change year-on-year +13 +9  
Contract jobs citing Apache 42 33 61
As % of all contract IT jobs advertised in the City of London 1.39% 0.99% 1.20%
As % of the Application Platforms category 7.32% 6.00% 7.34%
Number of daily rates quoted 39 30 42
Median daily rate £525 £438 £500
Median daily rate % change year-on-year +20.00% -12.50%  
90% offered a daily rate of more than £396 £348 £305
10% offered a daily rate of more than £630 £600 £623
UK excluding London median daily rate £438 £388 £375
% change year-on-year +12.90% +3.33%  
Number of hourly rates quoted 0 2 0
Median hourly rate - £55.00 -
UK excluding London median hourly rate - £40.75 £36.25
% change year-on-year - +12.41%  

Apache is in the application platform skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for application platform skills.

Contract Application Platform Skills
City of London
Contract job vacancies with a requirement for application platform skills 574 550 831
As % of all contract IT job vacancies advertised in the City of London 18.94% 16.54% 16.41%
Number of daily rates quoted 447 409 612
Median daily rate £475 £438 £420
Median daily rate % change year-on-year +8.57% +4.16%  
90% offered a daily rate of more than £320 £313 £260
10% offered a daily rate of more than £625 £600 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 2 8 22
Median hourly rate £28.67 £26.00 £22.00
Median hourly rate % change year-on-year +10.25% +18.18%  
90% offered a hourly rate of more than £22.34 £17.80 £14.61
10% offered a hourly rate of more than £35.00 £55.00 £25.00
UK excluding London median hourly rate £17.00 £18.00 £16.07
% change year-on-year -5.55% +12.00%  

Apache
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Apache as a proportion of all contract or permanent IT jobs with a match in the Application Platforms category.

Job vacancy trend for Apache in the City of London

Apache
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache in the City of London.

Contractor daily rate trend for Apache in the City of London

Apache
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Apache in the City of London over the 3 months to 25 March 2017.

Contractor daily rate histogram for Apache in the City of London

Apache
Contractor Hourly Rate Trend in the City of London

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

Contractor hourly rate trend for Apache in the City of London

Apache
Top 30 Related IT Skills in the City of London

For the 6 months to 25 March 2017, IT contractor jobs citing Apache also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Apache.

1 46 (47.92%) Agile Software Development
2 44 (45.83%) Java
3 39 (40.63%) Finance
4 36 (37.50%) Linux
5 35 (36.46%) Python
6 32 (33.33%) Apache Spark
7 31 (32.29%) Banking
8 29 (30.21%) JavaScript
9 28 (29.17%) Hadoop
10 25 (26.04%) Scala
11 24 (25.00%) CSS
12 22 (22.92%) jQuery
12 22 (22.92%) RESTful
13 19 (19.79%) Akka
13 19 (19.79%) PostgreSQL
14 18 (18.75%) Tomcat
14 18 (18.75%) DevOps
15 17 (17.71%) Adobe Experience Manager
15 17 (17.71%) Apache Felix
16 16 (16.67%) Big Data
16 16 (16.67%) SQL
16 16 (16.67%) MySQL
16 16 (16.67%) Firewall
16 16 (16.67%) TDD
16 16 (16.67%) Investment Banking
17 14 (14.58%) SQL Server
17 14 (14.58%) Perl
17 14 (14.58%) Puppet
18 13 (13.54%) Web Services
18 13 (13.54%) Pair Programming

Apache
Top Related 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 32 (33.33%) Apache Spark
2 18 (18.75%) Tomcat
3 17 (17.71%) Adobe Experience Manager
4 8 (8.33%) nginx
5 6 (6.25%) Apache Pig
5 6 (6.25%) CMS
5 6 (6.25%) IIS
5 6 (6.25%) JBoss
6 5 (5.21%) Apache Solr
7 3 (3.13%) Confluence
7 3 (3.13%) Elasticsearch
8 2 (2.08%) Drupal
8 2 (2.08%) LiveCycle
8 2 (2.08%) OpenStack
9 1 (1.04%) GlassFish
9 1 (1.04%) IPython
9 1 (1.04%) Jupyter
9 1 (1.04%) Mule ESB
9 1 (1.04%) WebLogic
9 1 (1.04%) WebSphere
Applications
1 1 (1.04%) MS Excel
1 1 (1.04%) SPSS
Business Applications
1 1 (1.04%) Payment Gateway
1 1 (1.04%) SAP Hybris
Cloud Services
1 11 (11.46%) Amazon AWS
2 7 (7.29%) Microsoft Azure
3 6 (6.25%) GitHub
4 2 (2.08%) AWS CloudFormation
5 1 (1.04%) Amazon EC2
5 1 (1.04%) Amazon ELB
5 1 (1.04%) Amazon S3
5 1 (1.04%) Cloud Computing
5 1 (1.04%) Google Cloud Platform
Communications & Networking
1 16 (16.67%) Firewall
2 11 (11.46%) SSL
3 8 (8.33%) TCP/IP
4 4 (4.17%) HTTP
5 3 (3.13%) DNS
5 3 (3.13%) Internet
5 3 (3.13%) SSH
6 2 (2.08%) SAN
7 1 (1.04%) Cisco ASA
7 1 (1.04%) DMZ
7 1 (1.04%) FCoE
7 1 (1.04%) Fibre Channel
7 1 (1.04%) FTP
7 1 (1.04%) iSCSI
7 1 (1.04%) Kerberos
7 1 (1.04%) LDAP
7 1 (1.04%) Network Security
7 1 (1.04%) Reverse Proxy
7 1 (1.04%) VPN
7 1 (1.04%) Wireshark
Database & Business Intelligence
1 28 (29.17%) Hadoop
2 19 (19.79%) PostgreSQL
3 16 (16.67%) Big Data
3 16 (16.67%) MySQL
4 14 (14.58%) SQL Server
5 11 (11.46%) Apache Cassandra
5 11 (11.46%) MongoDB
5 11 (11.46%) NoSQL
5 11 (11.46%) Relational Database
6 10 (10.42%) Apache Hive
7 8 (8.33%) Data Lake
7 8 (8.33%) RDBMS
8 6 (6.25%) Flink
9 5 (5.21%) HBase
10 3 (3.13%) Neo4j
10 3 (3.13%) Sqoop
11 2 (2.08%) Amazon RDS
11 2 (2.08%) Impala
11 2 (2.08%) MariaDB
11 2 (2.08%) Power BI
Development Applications
1 9 (9.38%) Git (software)
2 8 (8.33%) Jenkins
3 6 (6.25%) Subversion
4 4 (4.17%) JUnit
4 4 (4.17%) TeamCity
5 3 (3.13%) Eclipse
5 3 (3.13%) JIRA
5 3 (3.13%) Mercurial
5 3 (3.13%) Talend Open Studio
5 3 (3.13%) Team Foundation Server
5 3 (3.13%) Vagrant
6 2 (2.08%) Artifactory
6 2 (2.08%) Atlassian Bamboo
6 2 (2.08%) Sonatype Nexus
7 1 (1.04%) FishEye
7 1 (1.04%) Gerrit
7 1 (1.04%) GoCD
7 1 (1.04%) Grunt
7 1 (1.04%) Mockito
7 1 (1.04%) SonarQube
General
1 39 (40.63%) Finance
2 31 (32.29%) Banking
3 16 (16.67%) Investment Banking
4 4 (4.17%) Front Office
5 3 (3.13%) Retail
6 2 (2.08%) Back Office
6 2 (2.08%) Financial Institution
6 2 (2.08%) Marketing
7 1 (1.04%) Advertising
7 1 (1.04%) Law
7 1 (1.04%) Private Banking
7 1 (1.04%) Retail Banking
Job Titles
1 43 (44.79%) Developer
2 14 (14.58%) Scala Developer
3 9 (9.38%) Administrator
3 9 (9.38%) Data Engineer
4 8 (8.33%) Architect
5 6 (6.25%) Consultant
5 6 (6.25%) DevOps Engineer
6 5 (5.21%) Big Data Engineer
6 5 (5.21%) Java Developer
6 5 (5.21%) Lead Developer
6 5 (5.21%) Linux Engineer
6 5 (5.21%) Systems Administrator
7 4 (4.17%) Analyst
7 4 (4.17%) Java Engineer
7 4 (4.17%) Linux Administrator
7 4 (4.17%) PHP Developer
7 4 (4.17%) Senior Developer
8 3 (3.13%) Senior Linux Engineer
8 3 (3.13%) Support Engineer
8 3 (3.13%) Technical Analyst
Libraries, Frameworks & Software Standards
1 24 (25.00%) CSS
2 22 (22.92%) jQuery
2 22 (22.92%) RESTful
3 19 (19.79%) Akka
4 17 (17.71%) Apache Felix
5 13 (13.54%) Web Services
6 12 (12.50%) HTML
7 10 (10.42%) .NET
7 10 (10.42%) Kafka
8 9 (9.38%) LAMP
8 9 (9.38%) LAPP Stack
9 7 (7.29%) XML
10 6 (6.25%) AngularJS
10 6 (6.25%) J2EE
10 6 (6.25%) Middleware
10 6 (6.25%) SOAP
11 5 (5.21%) HTML5
11 5 (5.21%) LEMP Stack
11 5 (5.21%) RabbitMQ
12 4 (4.17%) Spring
Miscellaneous
1 9 (9.38%) Clustering
2 5 (5.21%) Algorithms
2 5 (5.21%) Data Centre
3 2 (2.08%) Analytical Skills
3 2 (2.08%) AS400
3 2 (2.08%) Computer Science
3 2 (2.08%) Enterprise Software
3 2 (2.08%) Fintech
3 2 (2.08%) iSeries
3 2 (2.08%) Linux Command Line
3 2 (2.08%) NHS
3 2 (2.08%) Public Cloud
3 2 (2.08%) RSA SecurID
3 2 (2.08%) Virtual Team
4 1 (1.04%) Derivative
4 1 (1.04%) Fixed Income
4 1 (1.04%) Grid Computing
4 1 (1.04%) Hedge funds
4 1 (1.04%) Management Information System
4 1 (1.04%) Minimum Viable Product
Operating Systems
1 36 (37.50%) Linux
2 11 (11.46%) Unix
3 8 (8.33%) Windows
4 6 (6.25%) Red Hat Enterprise Linux
5 5 (5.21%) Ubuntu
6 4 (4.17%) CentOS
7 3 (3.13%) Debian
7 3 (3.13%) Windows Server
8 1 (1.04%) Solaris
Processes & Methodologies
1 46 (47.92%) Agile Software Development
2 18 (18.75%) DevOps
3 16 (16.67%) TDD
4 13 (13.54%) Pair Programming
5 10 (10.42%) Open Source
6 9 (9.38%) Continuous Integration
7 7 (7.29%) Analytics
8 6 (6.25%) MapReduce
8 6 (6.25%) Software Engineering
9 5 (5.21%) Continuous Delivery
9 5 (5.21%) ETL
9 5 (5.21%) High Availability
9 5 (5.21%) Load Balancing
9 5 (5.21%) Mathematics
9 5 (5.21%) MVC
9 5 (5.21%) OO
9 5 (5.21%) Scrum
10 4 (4.17%) Business Intelligence
10 4 (4.17%) Configuration Management
10 4 (4.17%) Visualisation
Programming Languages
1 44 (45.83%) Java
2 35 (36.46%) Python
3 29 (30.21%) JavaScript
4 25 (26.04%) Scala
5 16 (16.67%) SQL
6 14 (14.58%) Perl
7 11 (11.46%) Bash Shell
8 10 (10.42%) PHP
9 9 (9.38%) Ruby
10 6 (6.25%) C#
10 6 (6.25%) R
11 4 (4.17%) PowerShell
12 3 (3.13%) MATLAB
13 2 (2.08%) AWK
13 2 (2.08%) PHP 5
13 2 (2.08%) sed
13 2 (2.08%) Shell Script
14 1 (1.04%) Apex Code
14 1 (1.04%) Groovy
14 1 (1.04%) VB
Qualifications
1 6 (6.25%) Degree
2 3 (3.13%) PhD
3 2 (2.08%) Microsoft Certification
3 2 (2.08%) RHCE
4 1 (1.04%) CFA
4 1 (1.04%) CISA
4 1 (1.04%) CISSP
4 1 (1.04%) CSSLP
4 1 (1.04%) MCP
4 1 (1.04%) MCSA
4 1 (1.04%) MCSE
4 1 (1.04%) OCA
4 1 (1.04%) Oracle Certification
4 1 (1.04%) PMI Certification
4 1 (1.04%) PMP
4 1 (1.04%) SC Cleared
4 1 (1.04%) Security Cleared
Quality Assurance & Compliance
1 3 (3.13%) QA
2 2 (2.08%) PCI DSS
System Software
1 10 (10.42%) Docker
2 4 (4.17%) VMware Infrastructure
3 3 (3.13%) Active Directory
3 3 (3.13%) vCloud
3 3 (3.13%) Xen
4 2 (2.08%) Apache Flume
4 2 (2.08%) Corosync
4 2 (2.08%) HDFS
4 2 (2.08%) Virtual Machines
4 2 (2.08%) vSphere
5 1 (1.04%) DFS Replication
5 1 (1.04%) Gluster
5 1 (1.04%) Hyper-V
5 1 (1.04%) iptables
5 1 (1.04%) NFS
5 1 (1.04%) SRDF
Systems Management
1 14 (14.58%) Puppet
2 6 (6.25%) Ansible
2 6 (6.25%) Hadoop YARN
2 6 (6.25%) HAProxy
3 5 (5.21%) Kibana
3 5 (5.21%) logstash
3 5 (5.21%) Nagios
4 3 (3.13%) Opscode Chef
4 3 (3.13%) Rundeck
5 2 (2.08%) CA Single Sign-On
5 2 (2.08%) Kubernetes
5 2 (2.08%) Oozie
5 2 (2.08%) Pacemaker
5 2 (2.08%) Red Hat Spacewalk
5 2 (2.08%) Terraform
6 1 (1.04%) HP Data Protector
6 1 (1.04%) Mesos
6 1 (1.04%) OSSEC
6 1 (1.04%) Salt
6 1 (1.04%) ZABBIX
Vendors
1 11 (11.46%) Adobe
1 11 (11.46%) Oracle
2 8 (8.33%) Hortonworks
2 8 (8.33%) Microsoft
2 8 (8.33%) VMware
3 7 (7.29%) Tableau
4 6 (6.25%) Cloudera
4 6 (6.25%) Red Hat
5 5 (5.21%) Cisco
6 3 (3.13%) Citrix
6 3 (3.13%) Dell
6 3 (3.13%) Talend
7 2 (2.08%) ForgeRock
7 2 (2.08%) HP
7 2 (2.08%) NetApp
7 2 (2.08%) Salesforce.com
7 2 (2.08%) SAP
7 2 (2.08%) Teradata
8 1 (1.04%) IBM
8 1 (1.04%) OpenText
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