Period
to 16 July 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 16 July 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
16 Jul 2018
Same period 2017 Same period 2016
Rank 164 134 171
Rank change year-on-year -30 +37 -2
Contract jobs citing Apache 99 114 76
As % of all contract IT jobs advertised in the City of London 1.40% 1.77% 1.11%
As % of the Application Platforms category 8.47% 10.47% 6.70%
Number of daily rates quoted 85 95 60
City of London median daily rate £525 £538 £438
Median daily rate % change year-on-year -2.33% +22.86% +2.94%
10th Percentile £431 £363 £346
90th Percentile £688 £688 £650
Central London median daily rate £500 £538 £442
% change year-on-year -6.98% +21.61% +4.00%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

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 1,169 1,089 1,134
As % of all contract IT jobs advertised in the City of London 16.47% 16.86% 16.63%
Number of daily rates quoted 893 810 857
City of London median daily rate £500 £493 £450
Median daily rate % change year-on-year +1.52% +9.44% +5.88%
10th Percentile £288 £269 £288
90th Percentile £675 £663 £638
Central London median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 25 6 18
City of London median hourly rate £20.00 £26.17 £18.25
Median hourly rate % change year-on-year -23.57% +43.38% +3.40%
10th Percentile £12.80 £14.44 £11.25
90th Percentile £33.45 £83.13 £26.00
Central London median hourly rate £20.00 £20.67 £19.00
% change year-on-year -3.23% +8.78% +6.65%

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 16 July 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 16 July 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 -11 1 £475 -
Apache
Central London

For the 6 months to 16 July 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 71 (71.72%) Java
2 58 (58.59%) Amazon AWS
3 55 (55.56%) Agile Software Development
4 45 (45.45%) REST
5 44 (44.44%) Linux
6 41 (41.41%) Git (software)
7 40 (40.40%) Docker
8 37 (37.37%) TDD
9 33 (33.33%) JUnit
9 33 (33.33%) NoSQL
10 31 (31.31%) Python
10 31 (31.31%) HTTP
11 30 (30.30%) Apache Spark
12 29 (29.29%) Web Services
13 28 (28.28%) SOAP
14 26 (26.26%) Jenkins
15 25 (25.25%) Kafka
15 25 (25.25%) Continuous Integration
16 23 (23.23%) Hadoop
16 23 (23.23%) Java 8
17 22 (22.22%) Dropwizard
17 22 (22.22%) TCP/IP
18 21 (21.21%) Tomcat
18 21 (21.21%) Finance
19 20 (20.20%) Unix
19 20 (20.20%) Scala
19 20 (20.20%) Software Engineering
19 20 (20.20%) Big Data
20 19 (19.19%) Ruby
20 19 (19.19%) Test Automation

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 30 (30.30%) Apache Spark
2 21 (21.21%) Tomcat
3 9 (9.09%) Elasticsearch
4 8 (8.08%) Apache Pig
5 7 (7.07%) IIS
5 7 (7.07%) JBoss
6 5 (5.05%) WebLogic
7 4 (4.04%) nginx
8 3 (3.03%) WebSphere
9 2 (2.02%) Confluence
10 1 (1.01%) Adobe Experience Manager
10 1 (1.01%) Apache Airflow
10 1 (1.01%) Jetty
10 1 (1.01%) Mongrel
10 1 (1.01%) OpenStack
10 1 (1.01%) Oracle HTTP Server
10 1 (1.01%) Oracle SOA Suite
Applications
1 1 (1.01%) Microsoft Excel
1 1 (1.01%) Microsoft Office
1 1 (1.01%) Spreadsheet
Business Applications
1 3 (3.03%) Distributed Ledger
Cloud Services
1 58 (58.59%) Amazon AWS
2 15 (15.15%) Microsoft Azure
3 10 (10.10%) Heroku
4 9 (9.09%) Google Cloud Platform
5 7 (7.07%) GitHub
6 4 (4.04%) Amazon Kinesis
7 3 (3.03%) Amazon S3
7 3 (3.03%) AWS CloudFormation
8 2 (2.02%) Amazon EC2
8 2 (2.02%) Amazon ELB
8 2 (2.02%) AWS Lambda
8 2 (2.02%) IaaS
8 2 (2.02%) PaaS
8 2 (2.02%) Route 53
8 2 (2.02%) Serverless
9 1 (1.01%) Amazon ElastiCache
9 1 (1.01%) CloudFront
9 1 (1.01%) G Suite
9 1 (1.01%) Rackspace Cloud
9 1 (1.01%) SaaS
Communications & Networking
1 31 (31.31%) HTTP
2 22 (22.22%) TCP/IP
3 13 (13.13%) SSL
4 12 (12.12%) DNS
5 11 (11.11%) FTP
6 3 (3.03%) Firewall
7 2 (2.02%) Internet
7 2 (2.02%) NAS
8 1 (1.01%) BIG-IP
8 1 (1.01%) Cisco ASA
8 1 (1.01%) DHCP
8 1 (1.01%) Intranet
8 1 (1.01%) iSCSI
8 1 (1.01%) LAN
8 1 (1.01%) PBX
8 1 (1.01%) SAN
8 1 (1.01%) SSH
8 1 (1.01%) WAN
8 1 (1.01%) Wireless
8 1 (1.01%) Wireshark
Database & Business Intelligence
1 33 (33.33%) NoSQL
2 23 (23.23%) Hadoop
3 20 (20.20%) Big Data
4 18 (18.18%) MongoDB
5 16 (16.16%) PostgreSQL
6 15 (15.15%) Relational Database
7 14 (14.14%) Apache Cassandra
8 13 (13.13%) MySQL
9 12 (12.12%) Apache Hive
10 10 (10.10%) Redis
11 9 (9.09%) SQL Server
12 6 (6.06%) HBase
13 5 (5.05%) RDBMS
14 4 (4.04%) Data Warehouse
14 4 (4.04%) Sqoop
15 3 (3.03%) Amazon Redshift
15 3 (3.03%) Blockchain
16 2 (2.02%) DB2
16 2 (2.02%) OLAP
16 2 (2.02%) Oracle Database
Development Applications
1 41 (41.41%) Git (software)
2 33 (33.33%) JUnit
3 26 (26.26%) Jenkins
4 13 (13.13%) TestNG
5 12 (12.12%) Mockito
6 11 (11.11%) GitLab
7 10 (10.10%) Gradle
7 10 (10.10%) Maven
8 5 (5.05%) JIRA
8 5 (5.05%) Selenium
9 4 (4.04%) Appium
9 4 (4.04%) Cucumber
9 4 (4.04%) Subversion
9 4 (4.04%) TeamCity
10 3 (3.03%) JMeter
10 3 (3.03%) The Grinder
11 2 (2.02%) jMock
12 1 (1.01%) Atlassian Bamboo
12 1 (1.01%) RSpec
12 1 (1.01%) TortoiseSVN
General
1 21 (21.21%) Finance
2 17 (17.17%) Banking
3 6 (6.06%) Investment Banking
4 4 (4.04%) Retail
4 4 (4.04%) Telecoms
5 2 (2.02%) Retail Banking
6 1 (1.01%) Back Office
6 1 (1.01%) Front Office
6 1 (1.01%) Legal
6 1 (1.01%) Private Banking
6 1 (1.01%) Publishing
Job Titles
1 61 (61.62%) Developer
2 35 (35.35%) Java Developer
3 13 (13.13%) Cloud Developer
3 13 (13.13%) E-Commerce Developer
3 13 (13.13%) E-Commerce Web Developer
3 13 (13.13%) Java E-Commerce Developer
3 13 (13.13%) Java Web Developer
3 13 (13.13%) Web Developer
4 12 (12.12%) Ruby Developer
5 11 (11.11%) Data Engineer
6 7 (7.07%) Senior Developer
7 5 (5.05%) Architect
7 5 (5.05%) Big Data Developer
7 5 (5.05%) Big Data Engineer
7 5 (5.05%) Full Stack Developer
8 4 (4.04%) Python Engineer
8 4 (4.04%) Scala Developer
8 4 (4.04%) Senior Java Developer
8 4 (4.04%) Test Automation Developer
9 3 (3.03%) Java Developer in Test
Libraries, Frameworks & Software Standards
1 45 (45.45%) REST
2 29 (29.29%) Web Services
3 28 (28.28%) SOAP
4 25 (25.25%) Kafka
5 22 (22.22%) Dropwizard
6 17 (17.17%) Spring
7 16 (16.16%) HTML
8 14 (14.14%) CSS
8 14 (14.14%) RESTful
8 14 (14.14%) Ruby on Rails
9 12 (12.12%) AngularJS
9 12 (12.12%) RabbitMQ
9 12 (12.12%) React
10 11 (11.11%) Guice
10 11 (11.11%) HTML5
11 10 (10.10%) OAuth
11 10 (10.10%) OAuth2
12 8 (8.08%) XML
13 7 (7.07%) Akka
14 5 (5.05%) TensorFlow
Miscellaneous
1 10 (10.10%) Algorithms
1 10 (10.10%) Credit Risk
1 10 (10.10%) Fintech
2 6 (6.06%) Greenfield Project
3 5 (5.05%) Linux Command Line
4 4 (4.04%) Public Cloud
5 3 (3.03%) Computer Science
5 3 (3.03%) Fixed Income
6 2 (2.02%) Analytical Skills
6 2 (2.02%) Cloud Native
7 1 (1.01%) Data Structures
7 1 (1.01%) Handset
7 1 (1.01%) Market Risk
7 1 (1.01%) Media Streaming
7 1 (1.01%) Mobile App
7 1 (1.01%) Wiki
Operating Systems
1 44 (44.44%) Linux
2 20 (20.20%) Unix
3 10 (10.10%) Windows
4 5 (5.05%) CentOS
4 5 (5.05%) Red Hat Enterprise Linux
4 5 (5.05%) Ubuntu
5 2 (2.02%) Solaris
5 2 (2.02%) Windows Server
6 1 (1.01%) Debian
6 1 (1.01%) Mac OS X
6 1 (1.01%) SUSE
6 1 (1.01%) SUSE Linux Enterprise Server
6 1 (1.01%) Windows Server 2008
Processes & Methodologies
1 55 (55.56%) Agile Software Development
2 37 (37.37%) TDD
3 25 (25.25%) Continuous Integration
4 20 (20.20%) Software Engineering
5 19 (19.19%) Test Automation
6 18 (18.18%) E-Commerce
6 18 (18.18%) Microservices
6 18 (18.18%) Web Development
7 15 (15.15%) Continuous Delivery
7 15 (15.15%) MVC
8 14 (14.14%) Functional Programming
8 14 (14.14%) Unit Testing
9 13 (13.13%) B2C
9 13 (13.13%) BDD
9 13 (13.13%) Scrum
10 12 (12.12%) DevOps
10 12 (12.12%) Pair Programming
11 11 (11.11%) ETL
11 11 (11.11%) Root Cause Analysis
12 10 (10.10%) Multithreading
Programming Languages
1 71 (71.72%) Java
2 31 (31.31%) Python
3 23 (23.23%) Java 8
4 20 (20.20%) Scala
5 19 (19.19%) Ruby
6 18 (18.18%) JavaScript
7 16 (16.16%) SQL
8 10 (10.10%) ES6
9 9 (9.09%) Groovy
10 8 (8.08%) Bash Shell
10 8 (8.08%) Shell Script
11 5 (5.05%) Perl
12 4 (4.04%) PHP
13 3 (3.03%) Clojure
13 3 (3.03%) Go
14 2 (2.02%) C
14 2 (2.02%) PowerShell
14 2 (2.02%) R
15 1 (1.01%) C#
15 1 (1.01%) PL/SQL
Qualifications
1 3 (3.03%) Degree
1 3 (3.03%) Security Cleared
2 2 (2.02%) Computer Science Degree
2 2 (2.02%) DV Cleared
3 1 (1.01%) Microsoft Certification
3 1 (1.01%) Numerate Degree
3 1 (1.01%) RHCE
3 1 (1.01%) SC Cleared
Quality Assurance & Compliance
1 4 (4.04%) Data Quality
2 3 (3.03%) GCP
3 1 (1.01%) GDPR
3 1 (1.01%) SLA
System Software
1 40 (40.40%) Docker
2 4 (4.04%) HDFS
3 3 (3.03%) Apache Flume
3 3 (3.03%) VMware Infrastructure
4 2 (2.02%) Active Directory
4 2 (2.02%) NFS
4 2 (2.02%) VirtualBox
4 2 (2.02%) Xen
5 1 (1.01%) Gluster
5 1 (1.01%) Hyper-V
5 1 (1.01%) iptables
5 1 (1.01%) KVM
5 1 (1.01%) Oracle RAC
5 1 (1.01%) SRDF
Systems Management
1 17 (17.17%) Kubernetes
2 13 (13.13%) Mesos
3 10 (10.10%) Marathon
4 9 (9.09%) Prometheus
5 7 (7.07%) Hadoop YARN
6 6 (6.06%) Ansible
7 5 (5.05%) Puppet
7 5 (5.05%) Terraform
8 4 (4.04%) Kibana
8 4 (4.04%) Opscode Chef
9 2 (2.02%) logstash
9 2 (2.02%) rkt
9 2 (2.02%) Salt
10 1 (1.01%) collectd
10 1 (1.01%) Grafana
10 1 (1.01%) Graphite
10 1 (1.01%) Graylog
10 1 (1.01%) HAProxy
10 1 (1.01%) Packer
10 1 (1.01%) Single Sign-On
Vendors
1 11 (11.11%) Google
2 8 (8.08%) Microsoft
3 7 (7.07%) Cloudera
3 7 (7.07%) Hortonworks
3 7 (7.07%) Oracle
4 6 (6.06%) Red Hat
4 6 (6.06%) Splunk
5 5 (5.05%) VMware
6 3 (3.03%) IBM
6 3 (3.03%) MapR
6 3 (3.03%) Sybase
7 2 (2.02%) Cisco
7 2 (2.02%) Rackspace
7 2 (2.02%) ServiceNow
8 1 (1.01%) Adobe
8 1 (1.01%) Apple
8 1 (1.01%) Dell
8 1 (1.01%) EMC
8 1 (1.01%) Intel
8 1 (1.01%) NetApp