Period
to 21 January 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 21 January 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
21 Jan 2018
Same period 2017 Same period 2016
Rank 154 123 146
Rank change year-on-year -31 +23 +40
Contract jobs citing Apache 96 119 93
As % of all contract IT jobs advertised in the City of London 1.37% 1.93% 1.31%
As % of the Application Platforms category 9.59% 10.69% 8.47%
Number of daily rates quoted 80 107 77
City of London median daily rate £509 £500 £425
Median daily rate % change year-on-year +1.75% +17.65% -
10th Percentile £410 £363 £303
90th Percentile £638 £688 £593
Central London median daily rate £509 £500 £425
% change year-on-year +1.75% +17.65% +6.25%
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 1,001 1,113 1,098
As % of all contract IT jobs advertised in the City of London 14.32% 18.02% 15.49%
Number of daily rates quoted 807 894 831
City of London median daily rate £500 £475 £425
Median daily rate % change year-on-year +5.26% +11.76% +6.25%
10th Percentile £280 £313 £263
90th Percentile £675 £661 £638
Central London median daily rate £498 £463 £425
% change year-on-year +7.57% +8.82% +6.25%
Number of hourly rates quoted 8 12 13
City of London median hourly rate £17.85 £19.00 £19.50
Median hourly rate % change year-on-year -6.05% -2.56% +25.81%
10th Percentile £10.88 £11.43 £12.04
90th Percentile £27.50 £56.68 £56.45
Central London median hourly rate £17.85 £18.73 £18.00
% change year-on-year -4.67% +4.03% +14.29%

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 21 January 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 21 January 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 1 £425 +13.33%
Apache
Central London

For the 6 months to 21 January 2018, 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 76 (79.17%) Java
2 46 (47.92%) Agile Software Development
3 42 (43.75%) Finance
4 36 (37.50%) Big Data
5 34 (35.42%) Amazon AWS
6 32 (33.33%) Hadoop
7 30 (31.25%) Apache Spark
8 29 (30.21%) JavaScript
9 28 (29.17%) Linux
10 27 (28.13%) Python
11 26 (27.08%) Tomcat
12 23 (23.96%) Banking
13 22 (22.92%) NoSQL
13 22 (22.92%) E-Commerce
13 22 (22.92%) HBase
14 21 (21.88%) MapReduce
14 21 (21.88%) Multithreading
15 20 (20.83%) Apache Hive
15 20 (20.83%) RESTful
15 20 (20.83%) SQL
15 20 (20.83%) Web Services
15 20 (20.83%) Elasticsearch
16 19 (19.79%) Apache Flume
16 19 (19.79%) REST
16 19 (19.79%) JUnit
17 18 (18.75%) Analytical Skills
17 18 (18.75%) HDFS
18 17 (17.71%) DevOps
18 17 (17.71%) Git (software)
18 17 (17.71%) Web Development

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 (31.25%) Apache Spark
2 26 (27.08%) Tomcat
3 20 (20.83%) Elasticsearch
4 6 (6.25%) nginx
4 6 (6.25%) WildFly
5 5 (5.21%) IIS
6 4 (4.17%) Confluence
7 3 (3.13%) Apache Pig
7 3 (3.13%) Jetty
8 2 (2.08%) Drupal
8 2 (2.08%) IPython
8 2 (2.08%) Jupyter
8 2 (2.08%) SAS
9 1 (1.04%) Adobe Experience Manager
9 1 (1.04%) Exchange Server 2010
9 1 (1.04%) Exchange Server 2013
9 1 (1.04%) MS Exchange
9 1 (1.04%) OpenStack
9 1 (1.04%) Skype for Business
9 1 (1.04%) WebLogic
Applications
1 2 (2.08%) SPSS
2 1 (1.04%) Microsoft Office
Cloud Services
1 34 (35.42%) Amazon AWS
2 9 (9.38%) GitHub
3 8 (8.33%) Microsoft Azure
4 7 (7.29%) Route 53
5 5 (5.21%) Amazon EC2
5 5 (5.21%) Amazon S3
5 5 (5.21%) Virtual Private Cloud
6 3 (3.13%) Amazon ElastiCache
6 3 (3.13%) AWS CloudFormation
6 3 (3.13%) AWS CloudTrail
7 2 (2.08%) Amazon CloudWatch
7 2 (2.08%) Amazon Kinesis
7 2 (2.08%) Amazon SQS
7 2 (2.08%) AWS Lambda
7 2 (2.08%) Cloud Computing
7 2 (2.08%) CloudFront
7 2 (2.08%) IaaS
7 2 (2.08%) npm
7 2 (2.08%) PaaS
7 2 (2.08%) Serverless
Communications & Networking
1 13 (13.54%) Firewall
2 7 (7.29%) SSL
2 7 (7.29%) TCP/IP
3 6 (6.25%) HTTP
4 5 (5.21%) DNS
5 4 (4.17%) DHCP
5 4 (4.17%) Internet
6 3 (3.13%) SAN
6 3 (3.13%) SMTP
7 2 (2.08%) BIG-IP
7 2 (2.08%) F5 BIG-IP LTM
7 2 (2.08%) Fibre Channel
7 2 (2.08%) Intranet
7 2 (2.08%) NAS
7 2 (2.08%) Network Security
7 2 (2.08%) snoop
7 2 (2.08%) SSH
7 2 (2.08%) tcpdump
7 2 (2.08%) Wireshark
7 2 (2.08%) ZigBee
Database & Business Intelligence
1 36 (37.50%) Big Data
2 32 (33.33%) Hadoop
3 22 (22.92%) HBase
3 22 (22.92%) NoSQL
4 20 (20.83%) Apache Hive
5 16 (16.67%) Impala
6 10 (10.42%) MySQL
7 8 (8.33%) Flink
7 8 (8.33%) Relational Database
8 7 (7.29%) MongoDB
9 6 (6.25%) Apache Cassandra
10 5 (5.21%) Amazon RDS
10 5 (5.21%) Data Warehouse
11 4 (4.17%) PostgreSQL
11 4 (4.17%) RDBMS
12 3 (3.13%) Amazon DynamoDB
12 3 (3.13%) Amazon Redshift
12 3 (3.13%) Data Lake
12 3 (3.13%) Sqoop
13 2 (2.08%) Presto
Development Applications
1 19 (19.79%) JUnit
2 17 (17.71%) Git (software)
3 16 (16.67%) TeamCity
4 15 (15.63%) TestNG
5 11 (11.46%) Maven
6 9 (9.38%) Jenkins
7 7 (7.29%) JIRA
8 4 (4.17%) Vagrant
9 3 (3.13%) Artifactory
9 3 (3.13%) Sonatype Nexus
9 3 (3.13%) Subversion
10 2 (2.08%) GoCD
10 2 (2.08%) IBM UrbanCode
10 2 (2.08%) Octopus Deploy
10 2 (2.08%) RSpec
10 2 (2.08%) Selenium
10 2 (2.08%) Travis CI
11 1 (1.04%) Bower
11 1 (1.04%) JConsole
11 1 (1.04%) VisualVM
General
1 42 (43.75%) Finance
2 23 (23.96%) Banking
3 10 (10.42%) Financial Institution
4 7 (7.29%) Investment Banking
5 6 (6.25%) Billing
6 3 (3.13%) Marketing
6 3 (3.13%) Retail
7 2 (2.08%) Advertising
7 2 (2.08%) Electronics
7 2 (2.08%) Manufacturing
7 2 (2.08%) Telecoms
Job Titles
1 37 (38.54%) Developer
2 27 (28.13%) Java Developer
3 24 (25.00%) Java Engineer
4 18 (18.75%) Cloud Developer
5 17 (17.71%) Hadoop Engineer
6 16 (16.67%) Senior Java Engineer
7 15 (15.63%) E-Commerce Developer
7 15 (15.63%) E-Commerce Web Developer
7 15 (15.63%) Java E-Commerce Developer
7 15 (15.63%) Java Web Developer
7 15 (15.63%) Web Developer
8 14 (14.58%) Senior Hadoop Engineer
9 11 (11.46%) Data Engineer
10 9 (9.38%) DevOps Engineer
11 7 (7.29%) AWS DevOps
11 7 (7.29%) AWS Engineer
12 6 (6.25%) AWS DevOps Engineer
12 6 (6.25%) Big Data Engineer
12 6 (6.25%) Build and Configuration Engineer
12 6 (6.25%) Configuration Engineer
Libraries, Frameworks & Software Standards
1 20 (20.83%) RESTful
1 20 (20.83%) Web Services
2 19 (19.79%) REST
3 17 (17.71%) SOAP
4 16 (16.67%) Dropwizard
5 14 (14.58%) Kafka
6 12 (12.50%) RabbitMQ
7 11 (11.46%) HTML
7 11 (11.46%) HTML5
8 10 (10.42%) JSON
9 7 (7.29%) Spring
10 6 (6.25%) .NET
10 6 (6.25%) XML
11 5 (5.21%) Elastic Stack
11 5 (5.21%) jQuery
11 5 (5.21%) LAMP
12 4 (4.17%) AngularJS
12 4 (4.17%) Apache Camel
12 4 (4.17%) Ruby on Rails
13 3 (3.13%) Ajax
Miscellaneous
1 18 (18.75%) Analytical Skills
2 7 (7.29%) Hedge funds
3 6 (6.25%) Computer Science
3 6 (6.25%) Virtual Team
4 5 (5.21%) Data Centre
5 4 (4.17%) Linux Command Line
6 3 (3.13%) Clustering
6 3 (3.13%) Enterprise Software
6 3 (3.13%) Greenfield Project
7 2 (2.08%) Algorithms
7 2 (2.08%) EMC VMAX
7 2 (2.08%) Grid Computing
7 2 (2.08%) Management Information System
7 2 (2.08%) User Experience
8 1 (1.04%) Analytical Mindset
8 1 (1.04%) Blackberry
8 1 (1.04%) Market Risk
8 1 (1.04%) Tandem
Operating Systems
1 28 (29.17%) Linux
2 14 (14.58%) Unix
2 14 (14.58%) Windows
3 6 (6.25%) Windows Server
4 5 (5.21%) Red Hat Enterprise Linux
5 3 (3.13%) Solaris
5 3 (3.13%) Windows Server 2008
6 2 (2.08%) Android
6 2 (2.08%) Apple iOS
6 2 (2.08%) Debian
6 2 (2.08%) Ubuntu
6 2 (2.08%) Windows 7
6 2 (2.08%) Windows 8
7 1 (1.04%) AIX
7 1 (1.04%) HPUX
7 1 (1.04%) Mac OS
7 1 (1.04%) Windows 10
7 1 (1.04%) Windows Server 2012
7 1 (1.04%) Windows Vista
Processes & Methodologies
1 46 (47.92%) Agile Software Development
2 22 (22.92%) E-Commerce
3 21 (21.88%) MapReduce
3 21 (21.88%) Multithreading
4 17 (17.71%) Data Modelling
4 17 (17.71%) DevOps
4 17 (17.71%) Web Development
5 16 (16.67%) Use Case
6 15 (15.63%) B2C
6 15 (15.63%) MVC
7 10 (10.42%) TDD
8 9 (9.38%) Analytics
8 9 (9.38%) ETL
8 9 (9.38%) OO
8 9 (9.38%) Test Automation
9 7 (7.29%) Open Source
9 7 (7.29%) Scrum
9 7 (7.29%) Software Engineering
10 6 (6.25%) AOP
10 6 (6.25%) Continuous Integration
Programming Languages
1 76 (79.17%) Java
2 29 (30.21%) JavaScript
3 27 (28.13%) Python
4 20 (20.83%) SQL
5 12 (12.50%) Scala
6 8 (8.33%) T-SQL
7 7 (7.29%) Bash Shell
7 7 (7.29%) PL/SQL
8 6 (6.25%) C++
8 6 (6.25%) Ruby
8 6 (6.25%) Shell Script
9 5 (5.21%) PowerShell
10 4 (4.17%) PHP
11 3 (3.13%) R
12 2 (2.08%) Go
12 2 (2.08%) Perl
13 1 (1.04%) C
13 1 (1.04%) C#
Qualifications
1 6 (6.25%) Security Cleared
2 3 (3.13%) Degree
2 3 (3.13%) DV Cleared
2 3 (3.13%) RHCE
3 2 (2.08%) OCA
3 2 (2.08%) Oracle Certification
3 2 (2.08%) SC Cleared
4 1 (1.04%) CISSP
Quality Assurance & Compliance
1 7 (7.29%) QA
2 6 (6.25%) MiFID
3 3 (3.13%) Data Quality
4 2 (2.08%) AS 2805
4 2 (2.08%) ISO 8583
4 2 (2.08%) PCI DSS
5 1 (1.04%) GCP
System Software
1 19 (19.79%) Apache Flume
2 18 (18.75%) HDFS
3 6 (6.25%) Docker
4 4 (4.17%) Active Directory
5 2 (2.08%) Apache ZooKeeper
5 2 (2.08%) Firmware
5 2 (2.08%) iptables
5 2 (2.08%) VirtualBox
6 1 (1.04%) Hyper-V
6 1 (1.04%) Virtual Machines
6 1 (1.04%) VMware Infrastructure
6 1 (1.04%) XenApp
Systems Management
1 14 (14.58%) Oozie
2 13 (13.54%) Ansible
3 7 (7.29%) Puppet
4 4 (4.17%) Kubernetes
4 4 (4.17%) Opscode Chef
5 3 (3.13%) CA Single Sign-On
5 3 (3.13%) Hadoop YARN
5 3 (3.13%) HAProxy
5 3 (3.13%) Kibana
5 3 (3.13%) logstash
6 2 (2.08%) Backup Exec
6 2 (2.08%) Grafana
6 2 (2.08%) Mesos
6 2 (2.08%) Nagios
6 2 (2.08%) NetBackup
6 2 (2.08%) Packer
6 2 (2.08%) SCOM
6 2 (2.08%) Terraform
7 1 (1.04%) Apache Slider
7 1 (1.04%) Forefront Identity Manager
Vendors
1 8 (8.33%) Oracle
2 7 (7.29%) Hortonworks
2 7 (7.29%) Microsoft
3 6 (6.25%) Cloudera
3 6 (6.25%) Red Hat
3 6 (6.25%) VMware
4 4 (4.17%) MapR
5 2 (2.08%) Citrix
5 2 (2.08%) EMC
5 2 (2.08%) F5
5 2 (2.08%) Google
5 2 (2.08%) HP
5 2 (2.08%) New Relic
5 2 (2.08%) SAP
5 2 (2.08%) Sonatype
5 2 (2.08%) Sun
5 2 (2.08%) Symantec
6 1 (1.04%) Adobe
6 1 (1.04%) CA
6 1 (1.04%) Salesforce.com