Period
to 20 November 2017

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 20 November 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.

Apache HTTP Server (httpd)
Central London > City of London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 132 136 157
Rank change year-on-year +4 +21 +16
Contract jobs citing Apache 118 117 125
As % of all contract IT jobs advertised in the City of London 1.66% 1.77% 1.37%
As % of the Application Platforms category 11.51% 10.03% 8.28%
Number of daily rates quoted 95 100 103
City of London median daily rate £538 £500 £425
Median daily rate % change year-on-year +7.50% +17.65% +6.25%
10th Percentile £363 £363 £313
90th Percentile £675 £688 £630
Central London median daily rate £525 £500 £425
% change year-on-year +5.00% +17.65% +6.25%
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 1025 1166 1509
As % of all contract IT jobs advertised in the City of London 14.46% 17.68% 16.51%
Number of daily rates quoted 800 917 1140
City of London median daily rate £500 £450 £425
Median daily rate % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £277 £306 £263
90th Percentile £675 £650 £638
Central London median daily rate £498 £450 £425
% change year-on-year +10.56% +5.88% +6.25%
Number of hourly rates quoted 8 15 22
City of London median hourly rate £17.00 £19.00 £17.98
Median hourly rate % change year-on-year -10.53% +5.67% +2.74%
10th Percentile £10.88 £11.25 £11.33
90th Percentile £27.50 £56.12 £41.90
Central London median hourly rate £17.85 £18.45 £17.98
% change year-on-year -3.25% +2.61% +8.97%

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 20 November 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 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

For the 6 months to 20 November 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 91 (77.12%) Java
2 59 (50.00%) Agile Software Development
3 58 (49.15%) Finance
4 49 (41.53%) Linux
5 43 (36.44%) JavaScript
6 42 (35.59%) Banking
7 38 (32.20%) Big Data
8 35 (29.66%) Hadoop
9 34 (28.81%) TDD
10 30 (25.42%) Multithreading
11 28 (23.73%) Python
11 28 (23.73%) DevOps
11 28 (23.73%) Apache Spark
12 27 (22.88%) Windows
12 27 (22.88%) Amazon AWS
13 24 (20.34%) HBase
13 24 (20.34%) Apache Hive
14 23 (19.49%) Analytical Skills
15 22 (18.64%) Kafka
15 22 (18.64%) TeamCity
15 22 (18.64%) Unix
16 21 (17.80%) SQL
16 21 (17.80%) Maven
17 20 (16.95%) Git (software)
17 20 (16.95%) Tomcat
17 20 (16.95%) NoSQL
18 19 (16.10%) MapReduce
18 19 (16.10%) Elasticsearch
18 19 (16.10%) RESTful
19 18 (15.25%) Investment Banking

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 28 (23.73%) Apache Spark
2 20 (16.95%) Tomcat
3 19 (16.10%) Elasticsearch
4 9 (7.63%) nginx
5 7 (5.93%) Apache Pig
6 6 (5.08%) IIS
6 6 (5.08%) WildFly
7 4 (3.39%) Drupal
7 4 (3.39%) JBoss
8 3 (2.54%) Confluence
9 2 (1.69%) AquaLogic
9 2 (1.69%) Jetty
9 2 (1.69%) SAS
10 1 (0.85%) Adobe Experience Manager
10 1 (0.85%) Apache Solr
10 1 (0.85%) OpenStack
10 1 (0.85%) WebLogic
10 1 (0.85%) WebSphere
10 1 (0.85%) WebSphere Application Server
Applications
1 1 (0.85%) Chatbot
1 1 (0.85%) MS Visio
Business Applications
1 3 (2.54%) Payment Gateway
2 2 (1.69%) OpenText MBPM
2 2 (1.69%) OpenText Process Suite
2 2 (1.69%) Oracle BPM
Cloud Services
1 27 (22.88%) Amazon AWS
2 6 (5.08%) Amazon EC2
2 6 (5.08%) Route 53
3 5 (4.24%) GitHub
3 5 (4.24%) IaaS
3 5 (4.24%) PaaS
4 4 (3.39%) Amazon S3
4 4 (3.39%) Microsoft Azure
4 4 (3.39%) Virtual Private Cloud
5 3 (2.54%) Amazon ElastiCache
5 3 (2.54%) AWS CloudFormation
5 3 (2.54%) npm
6 2 (1.69%) Amazon CloudWatch
6 2 (1.69%) Amazon ELB
6 2 (1.69%) Amazon SQS
6 2 (1.69%) AWS CloudTrail
6 2 (1.69%) Cloud Computing
7 1 (0.85%) CloudFront
7 1 (0.85%) Datadog
7 1 (0.85%) SaaS
Communications & Networking
1 13 (11.02%) Firewall
2 10 (8.47%) TCP/IP
3 7 (5.93%) HTTP
4 5 (4.24%) SSL
5 4 (3.39%) LDAP
5 4 (3.39%) Network Security
6 3 (2.54%) BIG-IP
6 3 (2.54%) DNS
7 2 (1.69%) DHCP
7 2 (1.69%) F5 BIG-IP LTM
7 2 (1.69%) Intranet
7 2 (1.69%) NAS
7 2 (1.69%) NetScaler
7 2 (1.69%) SAN
7 2 (1.69%) SMTP
7 2 (1.69%) snoop
7 2 (1.69%) SSH
7 2 (1.69%) tcpdump
7 2 (1.69%) Wireshark
7 2 (1.69%) ZigBee
Database & Business Intelligence
1 38 (32.20%) Big Data
2 35 (29.66%) Hadoop
3 24 (20.34%) Apache Hive
3 24 (20.34%) HBase
4 20 (16.95%) NoSQL
5 18 (15.25%) Impala
5 18 (15.25%) MySQL
6 11 (9.32%) Flink
7 8 (6.78%) Relational Database
8 6 (5.08%) Amazon RDS
9 5 (4.24%) MongoDB
9 5 (4.24%) PostgreSQL
9 5 (4.24%) SQL Server
10 4 (3.39%) Apache Cassandra
10 4 (3.39%) Data Warehouse
11 2 (1.69%) Amazon DynamoDB
11 2 (1.69%) Amazon Redshift
11 2 (1.69%) Bigtable
11 2 (1.69%) Hazelcast
11 2 (1.69%) Oracle Database
Development Applications
1 22 (18.64%) TeamCity
2 21 (17.80%) Maven
3 20 (16.95%) Git (software)
4 14 (11.86%) Jenkins
5 10 (8.47%) JIRA
5 10 (8.47%) JUnit
6 7 (5.93%) Gradle
7 6 (5.08%) Cucumber
7 6 (5.08%) TestNG
8 4 (3.39%) IBM UrbanCode
8 4 (3.39%) Subversion
9 3 (2.54%) Artifactory
9 3 (2.54%) Mockito
9 3 (2.54%) Sonatype Nexus
10 2 (1.69%) Bitbucket
10 2 (1.69%) Octopus Deploy
10 2 (1.69%) RSpec
10 2 (1.69%) Selenium
10 2 (1.69%) Travis CI
10 2 (1.69%) Vagrant
General
1 58 (49.15%) Finance
2 42 (35.59%) Banking
3 18 (15.25%) Investment Banking
4 12 (10.17%) Financial Institution
5 11 (9.32%) Billing
6 7 (5.93%) Front Office
7 4 (3.39%) Marketing
8 2 (1.69%) Electronics
8 2 (1.69%) Manufacturing
8 2 (1.69%) Publishing
8 2 (1.69%) Telecoms
Job Titles
1 54 (45.76%) Developer
2 31 (26.27%) Java Engineer
3 30 (25.42%) Java Developer
4 20 (16.95%) Senior Java Engineer
5 16 (13.56%) Hadoop Engineer
6 14 (11.86%) Senior Hadoop Engineer
7 12 (10.17%) Configuration Engineer
7 12 (10.17%) DevOps Engineer
8 11 (9.32%) Build and Configuration Engineer
8 11 (9.32%) Build Engineer
9 10 (8.47%) Cloud Developer
10 8 (6.78%) AWS DevOps
10 8 (6.78%) AWS Engineer
11 7 (5.93%) AWS DevOps Engineer
11 7 (5.93%) Senior Developer
12 6 (5.08%) E-Commerce Developer
12 6 (5.08%) Java E-Commerce Developer
12 6 (5.08%) Java Web Developer
12 6 (5.08%) Senior Java Developer
12 6 (5.08%) Web Developer
Libraries, Frameworks & Software Standards
1 22 (18.64%) Kafka
2 19 (16.10%) RESTful
3 15 (12.71%) HTML
3 15 (12.71%) Web Services
4 14 (11.86%) REST
4 14 (11.86%) Spring
5 11 (9.32%) jQuery
5 11 (9.32%) JSON
5 11 (9.32%) LAMP
5 11 (9.32%) RabbitMQ
5 11 (9.32%) XML
6 10 (8.47%) Ajax
6 10 (8.47%) HTML5
6 10 (8.47%) SOAP
7 9 (7.63%) .NET
8 8 (6.78%) Apache Camel
9 7 (5.93%) CSS
9 7 (5.93%) Hibernate
9 7 (5.93%) Java EE
10 6 (5.08%) AngularJS
Miscellaneous
1 23 (19.49%) Analytical Skills
2 12 (10.17%) Virtual Team
3 11 (9.32%) Hedge funds
4 8 (6.78%) Algorithms
5 7 (5.93%) Equities
6 6 (5.08%) Linux Command Line
7 5 (4.24%) Clustering
7 5 (4.24%) Computer Science
7 5 (4.24%) Enterprise Software
8 3 (2.54%) Data Centre
8 3 (2.54%) NHS
9 2 (1.69%) Credit Risk
9 2 (1.69%) EMC VMAX
9 2 (1.69%) Grid Computing
9 2 (1.69%) User Experience
10 1 (0.85%) DataPower
10 1 (0.85%) Equity Risk
10 1 (0.85%) Market Risk
10 1 (0.85%) Reference Data
10 1 (0.85%) Video Conferencing
Operating Systems
1 49 (41.53%) Linux
2 27 (22.88%) Windows
3 22 (18.64%) Unix
4 12 (10.17%) Windows Server
5 7 (5.93%) Red Hat Enterprise Linux
6 4 (3.39%) Apple iOS
7 3 (2.54%) Android
7 3 (2.54%) Solaris
8 2 (1.69%) Debian
8 2 (1.69%) Ubuntu
9 1 (0.85%) AIX
9 1 (0.85%) HPUX
Processes & Methodologies
1 59 (50.00%) Agile Software Development
2 34 (28.81%) TDD
3 30 (25.42%) Multithreading
4 28 (23.73%) DevOps
5 19 (16.10%) MapReduce
6 18 (15.25%) Data Modelling
7 16 (13.56%) E-Commerce
8 15 (12.71%) Open Source
8 15 (12.71%) Test Automation
9 14 (11.86%) Use Case
10 12 (10.17%) OO
10 12 (10.17%) Scrum
11 11 (9.32%) AOP
11 11 (9.32%) Code Optimisation
11 11 (9.32%) SDLC
11 11 (9.32%) Waterfall
12 9 (7.63%) ETL
12 9 (7.63%) Web Development
13 8 (6.78%) Configuration Management
13 8 (6.78%) Software Engineering
Programming Languages
1 91 (77.12%) Java
2 43 (36.44%) JavaScript
3 28 (23.73%) Python
4 21 (17.80%) SQL
5 11 (9.32%) C++
5 11 (9.32%) Scala
6 10 (8.47%) Bash Shell
7 8 (6.78%) PHP
8 7 (5.93%) PL/SQL
9 6 (5.08%) Perl
9 6 (5.08%) Ruby
9 6 (5.08%) T-SQL
10 3 (2.54%) PowerShell
11 2 (1.69%) C#
11 2 (1.69%) COBOL
11 2 (1.69%) Shell Script
12 1 (0.85%) Apple Swift
12 1 (0.85%) Go
12 1 (0.85%) Groovy
Qualifications
1 5 (4.24%) Security Cleared
2 3 (2.54%) DV Cleared
2 3 (2.54%) RHCE
3 2 (1.69%) Computer Science Degree
3 2 (1.69%) Degree
3 2 (1.69%) SC Cleared
Quality Assurance & Compliance
1 6 (5.08%) MiFID
2 4 (3.39%) QA
3 3 (2.54%) Data Quality
4 2 (1.69%) AS 2805
4 2 (1.69%) ISO 8583
4 2 (1.69%) PCI DSS
5 1 (0.85%) GCP
System Software
1 17 (14.41%) HDFS
2 16 (13.56%) Apache Flume
3 13 (11.02%) Docker
4 4 (3.39%) Apache ZooKeeper
5 2 (1.69%) Active Directory
5 2 (1.69%) Firmware
5 2 (1.69%) iptables
5 2 (1.69%) VirtualBox
6 1 (0.85%) GridGain
Systems Management
1 18 (15.25%) Oozie
2 16 (13.56%) Ansible
3 13 (11.02%) Puppet
4 6 (5.08%) Opscode Chef
5 4 (3.39%) Kubernetes
6 3 (2.54%) Grafana
6 3 (2.54%) HAProxy
6 3 (2.54%) Kibana
6 3 (2.54%) logstash
6 3 (2.54%) Nagios
7 2 (1.69%) Backup Exec
7 2 (1.69%) Control-M
7 2 (1.69%) Hadoop YARN
7 2 (1.69%) Mesos
7 2 (1.69%) NetBackup
7 2 (1.69%) Packer
7 2 (1.69%) Terraform
7 2 (1.69%) ZABBIX
8 1 (0.85%) Apache Slider
8 1 (0.85%) Graphite
Vendors
1 16 (13.56%) Oracle
2 11 (9.32%) IBM
3 9 (7.63%) Red Hat
4 5 (4.24%) Cloudera
4 5 (4.24%) Microsoft
4 5 (4.24%) VMware
5 3 (2.54%) F5
5 3 (2.54%) HP
6 2 (1.69%) Citrix
6 2 (1.69%) EMC
6 2 (1.69%) Google
6 2 (1.69%) Hortonworks
6 2 (1.69%) New Relic
6 2 (1.69%) Palantir
6 2 (1.69%) Pega
6 2 (1.69%) SAP
6 2 (1.69%) Sonatype
6 2 (1.69%) Splunk
6 2 (1.69%) Sun
6 2 (1.69%) Symantec