Period
to 23 April 2018

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 6 months to 23 April 2018 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.

Apache HTTP Server (httpd)
Central London > City of London
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 155 139 154
Rank change year-on-year -16 +15 +4
Contract jobs citing Apache 102 98 70
As % of all contract IT jobs advertised in the City of London 1.45% 1.60% 1.08%
As % of the Application Platforms category 8.87% 8.86% 6.97%
Number of daily rates quoted 91 87 58
City of London median daily rate £485 £500 £446
Median daily rate % change year-on-year -3.00% +12.11% -6.11%
10th Percentile £431 £383 £346
90th Percentile £644 £688 £630
Central London median daily rate £500 £500 £456
% change year-on-year - +9.65% +1.22%
Number of hourly rates quoted 0 0 2
City of London median hourly rate - - £55.00
Central London median hourly rate - - £55.00

Apache is in the Application Platforms category. The following 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.

All Application Platform Skills
City of London
Contract vacancies with a requirement for application platform skills 1,150 1,106 1,004
As % of all contract IT jobs advertised in the City of London 16.40% 18.02% 15.49%
Number of daily rates quoted 904 852 732
City of London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +9.09%
10th Percentile £300 £283 £285
90th Percentile £659 £656 £649
Central London median daily rate £500 £475 £440
% change year-on-year +5.26% +7.95% +6.67%
Number of hourly rates quoted 14 5 15
City of London median hourly rate £20.00 £22.34 £19.00
Median hourly rate % change year-on-year -10.45% +17.55% +11.76%
10th Percentile £12.73 £14.13 £15.43
90th Percentile £33.00 £34.50 £46.90
Central London median hourly rate £20.00 £22.34 £19.50
% change year-on-year -10.45% +14.54% +11.43%

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
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 6 months to 23 April 2018.

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 contractor hourly rates quoted in IT jobs citing Apache in the City of London.

Contractor hourly rate trend for Apache in the City of London

Apache
Contract Job Locations in the City of London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache within the City of London region over the 6 months to 23 April 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge - 2 £450 -
Apache
Central London

For the 6 months to 23 April 2018, IT contractor 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 contract job ads across the City of London region with a requirement for Apache.

1 82 (80.39%) Java
2 59 (57.84%) Agile Software Development
3 58 (56.86%) Amazon AWS
4 42 (41.18%) REST
5 38 (37.25%) JUnit
6 36 (35.29%) SOAP
7 35 (34.31%) Web Services
7 35 (34.31%) Python
7 35 (34.31%) Apache Spark
8 34 (33.33%) Tomcat
8 34 (33.33%) Hadoop
9 33 (32.35%) Big Data
10 32 (31.37%) Git (software)
10 32 (31.37%) E-Commerce
11 30 (29.41%) Linux
12 29 (28.43%) Dropwizard
13 27 (26.47%) MVC
13 27 (26.47%) RESTful
13 27 (26.47%) Web Development
14 26 (25.49%) NoSQL
15 25 (24.51%) TestNG
15 25 (24.51%) Finance
15 25 (24.51%) B2C
16 23 (22.55%) Scala
16 23 (22.55%) Docker
17 20 (19.61%) TDD
18 19 (18.63%) JavaScript
19 18 (17.65%) Kafka
20 17 (16.67%) Apache Hive
21 16 (15.69%) Jenkins

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 35 (34.31%) Apache Spark
2 34 (33.33%) Tomcat
3 11 (10.78%) Elasticsearch
4 10 (9.80%) Apache Pig
5 9 (8.82%) IIS
6 5 (4.90%) Confluence
6 5 (4.90%) nginx
7 3 (2.94%) JBoss
7 3 (2.94%) WebLogic
7 3 (2.94%) WebSphere
8 2 (1.96%) Drupal
8 2 (1.96%) IPython
8 2 (1.96%) Jetty
8 2 (1.96%) Jupyter
9 1 (0.98%) Adobe Experience Manager
9 1 (0.98%) Exchange Server 2010
9 1 (0.98%) Exchange Server 2013
9 1 (0.98%) Mongrel
9 1 (0.98%) Oracle SOA Suite
9 1 (0.98%) Skype for Business
Applications
1 2 (1.96%) SPSS
2 1 (0.98%) Microsoft Office
Cloud Services
1 58 (56.86%) Amazon AWS
2 15 (14.71%) Microsoft Azure
3 10 (9.80%) GitHub
4 5 (4.90%) Heroku
5 4 (3.92%) Amazon Kinesis
5 4 (3.92%) Route 53
6 3 (2.94%) Amazon ElastiCache
6 3 (2.94%) Amazon S3
6 3 (2.94%) Google Cloud Platform
6 3 (2.94%) Virtual Private Cloud
7 2 (1.96%) Amazon EC2
7 2 (1.96%) AWS CloudFormation
7 2 (1.96%) CloudFront
7 2 (1.96%) IaaS
7 2 (1.96%) npm
7 2 (1.96%) PaaS
8 1 (0.98%) AWS CloudTrail
8 1 (0.98%) AWS Lambda
8 1 (0.98%) Datadog
8 1 (0.98%) Serverless
Communications & Networking
1 15 (14.71%) HTTP
2 9 (8.82%) SSL
3 8 (7.84%) TCP/IP
4 7 (6.86%) DNS
5 5 (4.90%) Firewall
5 5 (4.90%) FTP
6 4 (3.92%) Internet
7 2 (1.96%) DHCP
7 2 (1.96%) SAN
7 2 (1.96%) SSH
8 1 (0.98%) FCoE
8 1 (0.98%) Fibre Channel
8 1 (0.98%) iSCSI
8 1 (0.98%) LAN
8 1 (0.98%) Multicast
8 1 (0.98%) NAS
8 1 (0.98%) SMTP
8 1 (0.98%) VoIP
8 1 (0.98%) VPN
8 1 (0.98%) WAN
Database & Business Intelligence
1 34 (33.33%) Hadoop
2 33 (32.35%) Big Data
3 26 (25.49%) NoSQL
4 17 (16.67%) Apache Hive
5 15 (14.71%) Relational Database
6 13 (12.75%) MongoDB
7 12 (11.76%) HBase
7 12 (11.76%) MySQL
8 10 (9.80%) Apache Cassandra
8 10 (9.80%) PostgreSQL
9 8 (7.84%) SQL Server
10 7 (6.86%) Data Warehouse
11 6 (5.88%) RDBMS
12 5 (4.90%) Amazon Redshift
12 5 (4.90%) Impala
12 5 (4.90%) Redis
12 5 (4.90%) Sqoop
13 3 (2.94%) Amazon DynamoDB
13 3 (2.94%) Data Lake
13 3 (2.94%) Oracle Database
Development Applications
1 38 (37.25%) JUnit
2 32 (31.37%) Git (software)
3 25 (24.51%) TestNG
4 16 (15.69%) Jenkins
5 12 (11.76%) Maven
6 11 (10.78%) TeamCity
7 6 (5.88%) JIRA
8 5 (4.90%) GitLab
8 5 (4.90%) Gradle
8 5 (4.90%) Mockito
9 3 (2.94%) Vagrant
10 2 (1.96%) Appium
10 2 (1.96%) Cucumber
10 2 (1.96%) GoCD
10 2 (1.96%) jMock
10 2 (1.96%) Octopus Deploy
10 2 (1.96%) Selenium
10 2 (1.96%) Sonatype Nexus
10 2 (1.96%) Subversion
10 2 (1.96%) The Grinder
General
1 25 (24.51%) Finance
2 14 (13.73%) Banking
3 6 (5.88%) Investment Banking
3 6 (5.88%) Retail
4 4 (3.92%) Telecoms
5 3 (2.94%) Financial Institution
6 2 (1.96%) Advertising
6 2 (1.96%) Electronics
6 2 (1.96%) Manufacturing
6 2 (1.96%) Marketing
7 1 (0.98%) Private Banking
Job Titles
1 61 (59.80%) Developer
2 38 (37.25%) Java Developer
3 25 (24.51%) Cloud Developer
3 25 (24.51%) E-Commerce Developer
3 25 (24.51%) E-Commerce Web Developer
3 25 (24.51%) Java E-Commerce Developer
3 25 (24.51%) Java Web Developer
3 25 (24.51%) Web Developer
4 17 (16.67%) Data Engineer
5 9 (8.82%) Big Data Engineer
6 7 (6.86%) Big Data Developer
6 7 (6.86%) Ruby Developer
7 6 (5.88%) Hadoop Engineer
7 6 (5.88%) Python Engineer
8 5 (4.90%) AWS DevOps
8 5 (4.90%) DevOps Engineer
9 4 (3.92%) AWS DevOps Engineer
9 4 (3.92%) AWS Engineer
9 4 (3.92%) Java Engineer
9 4 (3.92%) Scala Developer
Libraries, Frameworks & Software Standards
1 42 (41.18%) REST
2 36 (35.29%) SOAP
3 35 (34.31%) Web Services
4 29 (28.43%) Dropwizard
5 27 (26.47%) RESTful
6 18 (17.65%) Kafka
7 12 (11.76%) HTML
8 10 (9.80%) RabbitMQ
8 10 (9.80%) XML
9 8 (7.84%) CSS
9 8 (7.84%) React
9 8 (7.84%) Spring
10 7 (6.86%) AngularJS
10 7 (6.86%) HTML5
10 7 (6.86%) Ruby on Rails
10 7 (6.86%) TensorFlow
11 6 (5.88%) JMS
11 6 (5.88%) JSON
12 5 (4.90%) Akka
12 5 (4.90%) OAuth
Miscellaneous
1 10 (9.80%) Algorithms
2 6 (5.88%) Greenfield Project
3 5 (4.90%) Analytical Skills
3 5 (4.90%) Computer Science
3 5 (4.90%) Credit Risk
3 5 (4.90%) Fintech
4 3 (2.94%) Linux Command Line
4 3 (2.94%) Public Cloud
5 2 (1.96%) Data Centre
5 2 (1.96%) Enterprise Software
5 2 (1.96%) Grid Computing
5 2 (1.96%) Management Information System
5 2 (1.96%) Market Risk
5 2 (1.96%) User Experience
6 1 (0.98%) Blackberry
6 1 (0.98%) Data Structures
6 1 (0.98%) Fixed Income
6 1 (0.98%) Hedge funds
6 1 (0.98%) Mobile App
6 1 (0.98%) Wiki
Operating Systems
1 30 (29.41%) Linux
2 9 (8.82%) Windows
3 8 (7.84%) Unix
4 3 (2.94%) Ubuntu
4 3 (2.94%) Windows Server
4 3 (2.94%) Windows Server 2008
5 2 (1.96%) CentOS
5 2 (1.96%) Red Hat Enterprise Linux
5 2 (1.96%) Solaris
5 2 (1.96%) Windows 7
5 2 (1.96%) Windows 8
6 1 (0.98%) Android
6 1 (0.98%) Apple iOS
6 1 (0.98%) Debian
6 1 (0.98%) HPUX
6 1 (0.98%) Mac OS
6 1 (0.98%) Mac OS X
6 1 (0.98%) Windows 10
6 1 (0.98%) Windows Server 2012
6 1 (0.98%) Windows Vista
Processes & Methodologies
1 59 (57.84%) Agile Software Development
2 32 (31.37%) E-Commerce
3 27 (26.47%) MVC
3 27 (26.47%) Web Development
4 25 (24.51%) B2C
5 20 (19.61%) TDD
6 16 (15.69%) ETL
7 15 (14.71%) Continuous Integration
8 13 (12.75%) Analytics
9 12 (11.76%) Machine Learning
9 12 (11.76%) MapReduce
9 12 (11.76%) Software Engineering
10 11 (10.78%) Microservices
11 9 (8.82%) Data Modelling
11 9 (8.82%) DevOps
11 9 (8.82%) Test Automation
12 8 (7.84%) Continuous Delivery
12 8 (7.84%) Data Engineering
12 8 (7.84%) Data Science
13 7 (6.86%) Software Delivery
Programming Languages
1 82 (80.39%) Java
2 35 (34.31%) Python
3 23 (22.55%) Scala
4 19 (18.63%) JavaScript
5 15 (14.71%) SQL
6 13 (12.75%) Java 8
7 9 (8.82%) Ruby
7 9 (8.82%) Shell Script
8 7 (6.86%) PowerShell
9 6 (5.88%) Bash Shell
10 5 (4.90%) ES6
10 5 (4.90%) R
11 3 (2.94%) Go
11 3 (2.94%) Groovy
11 3 (2.94%) T-SQL
12 2 (1.96%) Clojure
12 2 (1.96%) PHP
13 1 (0.98%) C
13 1 (0.98%) HiveQL
13 1 (0.98%) PL/SQL
Qualifications
1 6 (5.88%) Degree
1 6 (5.88%) Security Cleared
2 4 (3.92%) DV Cleared
3 2 (1.96%) Computer Science Degree
3 2 (1.96%) OCA
3 2 (1.96%) Oracle Certification
4 1 (0.98%) CISSP
4 1 (0.98%) Numerate Degree
4 1 (0.98%) RHCE
4 1 (0.98%) SC Cleared
Quality Assurance & Compliance
1 7 (6.86%) QA
2 6 (5.88%) Data Quality
3 1 (0.98%) GCP
3 1 (0.98%) GDPR
System Software
1 23 (22.55%) Docker
2 9 (8.82%) Apache Flume
3 8 (7.84%) HDFS
4 4 (3.92%) VMware Infrastructure
5 3 (2.94%) Active Directory
6 2 (1.96%) Hyper-V
6 2 (1.96%) Xen
7 1 (0.98%) KVM
7 1 (0.98%) NFS
7 1 (0.98%) Oracle RAC
7 1 (0.98%) SRDF
7 1 (0.98%) Virtual Machines
7 1 (0.98%) VirtualBox
7 1 (0.98%) XenApp
Systems Management
1 9 (8.82%) Mesos
2 8 (7.84%) Ansible
2 8 (7.84%) Hadoop YARN
3 7 (6.86%) Kubernetes
4 5 (4.90%) Marathon
5 4 (3.92%) Single Sign-On
6 3 (2.94%) CA Single Sign-On
6 3 (2.94%) CASB
6 3 (2.94%) Prometheus
6 3 (2.94%) SCOM
6 3 (2.94%) Terraform
7 2 (1.96%) Kibana
7 2 (1.96%) Oozie
7 2 (1.96%) Opscode Chef
7 2 (1.96%) PingFederate
7 2 (1.96%) Puppet
7 2 (1.96%) SCCM
8 1 (0.98%) Forefront Identity Manager
8 1 (0.98%) Graylog
8 1 (0.98%) Red Hat Satellite
Vendors
1 11 (10.78%) Cloudera
1 11 (10.78%) Hortonworks
2 10 (9.80%) Microsoft
2 10 (9.80%) Oracle
3 7 (6.86%) VMware
4 6 (5.88%) MapR
5 4 (3.92%) Google
5 4 (3.92%) Red Hat
5 4 (3.92%) Splunk
6 3 (2.94%) IBM
7 2 (1.96%) Citrix
7 2 (1.96%) SAP
7 2 (1.96%) ServiceNow
7 2 (1.96%) Sonatype
7 2 (1.96%) Sybase
7 2 (1.96%) Talend
8 1 (0.98%) AppDynamics
8 1 (0.98%) Databricks
8 1 (0.98%) MuleSoft
8 1 (0.98%) New Relic