Period
to 20 January 2018

The following table provides summary statistics for contract job vacancies advertised in 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 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)
England > London
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 168 124 145
Rank change year-on-year -44 +21 -10
Contract jobs citing Apache 732 912 749
As % of all contract IT jobs advertised in London 1.59% 2.18% 1.69%
As % of the Application Platforms category 9.21% 11.01% 9.74%
Number of daily rates quoted 530 613 559
London median daily rate £525 £475 £450
Median daily rate % change year-on-year +10.53% +5.56% +9.09%
10th Percentile £363 £350 £313
90th Percentile £638 £650 £588
England median daily rate £490 £450 £425
% change year-on-year +8.89% +5.88% +6.25%
Number of hourly rates quoted 5 3 7
London median hourly rate £30.75 £40.00 £50.00
Median hourly rate % change year-on-year -23.13% -20.00% +25.00%
10th Percentile £27.15 £29.00 £47.50
90th Percentile £67.55 £96.00 £60.00
England median hourly rate £29.88 £33.75 £44.00
% change year-on-year -11.48% -23.30% +21.13%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 7,949 8,282 7,693
As % of all contract IT jobs advertised in London 17.24% 19.80% 17.40%
Number of daily rates quoted 5,730 5,710 5,239
London median daily rate £500 £450 £425
Median daily rate % change year-on-year +11.11% +5.88% +4.29%
10th Percentile £300 £275 £255
90th Percentile £644 £625 £613
England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +2.56%
Number of hourly rates quoted 94 106 103
London median hourly rate £22.50 £18.62 £22.50
Median hourly rate % change year-on-year +20.82% -17.23% +20.32%
10th Percentile £12.58 £13.00 £11.25
90th Percentile £47.83 £53.13 £52.50
England median hourly rate £19.50 £20.00 £20.00
% change year-on-year -2.50% - +11.11%

Apache
Job Vacancy Trend in London

Job postings citing Apache as a percentage of all IT jobs advertised in London.

Job vacancy trend for Apache in London

Apache
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Apache in London

Apache
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Apache in London over the 6 months to 20 January 2018.

Contractor daily rate histogram for Apache in London

Apache
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Apache in London

Apache
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing Apache in London over the 6 months to 20 January 2018.

Contractor hourly rate histogram for Apache in London

Apache
Contract Job Locations in 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 London region over the 6 months to 20 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
Central London -40 111 £513 +2.50% 35
South London -31 53 £450 -
East London -2 32 £588 +17.50% 12
West London -57 19 £525 +10.53% 17
North London -4 5 - - 7
Apache
England

For the 6 months to 20 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 London region with a requirement for Apache.

1 396 (54.10%) Java
2 343 (46.86%) Agile Software Development
3 318 (43.44%) Linux
4 263 (35.93%) Python
5 236 (32.24%) Amazon AWS
6 208 (28.42%) DevOps
7 203 (27.73%) Tomcat
8 193 (26.37%) Hadoop
9 184 (25.14%) Git (software)
10 183 (25.00%) Apache Spark
11 179 (24.45%) Big Data
12 169 (23.09%) Docker
13 167 (22.81%) Jenkins
14 164 (22.40%) Finance
15 152 (20.77%) JavaScript
16 151 (20.63%) SQL
17 142 (19.40%) Scrum
18 131 (17.90%) Continuous Integration
18 131 (17.90%) Ansible
19 129 (17.62%) MySQL
20 119 (16.26%) NoSQL
21 116 (15.85%) Oracle
21 116 (15.85%) Web Services
21 116 (15.85%) Unix
22 114 (15.57%) TDD
23 113 (15.44%) REST
24 112 (15.30%) Scala
25 107 (14.62%) Spring
26 106 (14.48%) Bash Shell
26 106 (14.48%) Puppet

Apache
Co-occurring IT Skills in 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
1 203 (27.73%) Tomcat
2 183 (25.00%) Apache Spark
3 99 (13.52%) nginx
4 82 (11.20%) IIS
5 81 (11.07%) Elasticsearch
6 47 (6.42%) Confluence
7 37 (5.05%) CMS
8 36 (4.92%) Adobe Experience Manager
8 36 (4.92%) WebLogic
9 30 (4.10%) JBoss
10 28 (3.83%) Apache Pig
11 26 (3.55%) WebSphere
12 21 (2.87%) Apache Solr
13 20 (2.73%) Jetty
14 17 (2.32%) Jupyter
15 16 (2.19%) Oracle Service Bus
16 14 (1.91%) Mule ESB
16 14 (1.91%) SAS
17 13 (1.78%) Mule
18 11 (1.50%) WildFly
Applications
1 16 (2.19%) SPSS
2 12 (1.64%) Microsoft Excel
3 9 (1.23%) Microsoft PowerPoint
3 9 (1.23%) Photoshop
4 8 (1.09%) Chatbot
4 8 (1.09%) Microsoft Project
5 2 (0.27%) Microsoft Office
6 1 (0.14%) HipChat
Business Applications
1 5 (0.68%) Magento
2 4 (0.55%) Oracle EBS
3 3 (0.41%) Oracle iProcurement
4 2 (0.27%) ION MarketView
4 2 (0.27%) RMDS
5 1 (0.14%) Dynamics CRM
5 1 (0.14%) Dynamics NAV
5 1 (0.14%) Oracle Applications
Cloud Services
1 236 (32.24%) Amazon AWS
2 53 (7.24%) Amazon EC2
3 49 (6.69%) Microsoft Azure
4 48 (6.56%) Amazon S3
5 37 (5.05%) Google Cloud Platform
6 30 (4.10%) GitHub
7 26 (3.55%) AWS CloudFormation
7 26 (3.55%) Virtual Private Cloud
8 22 (3.01%) AWS Lambda
8 22 (3.01%) Serverless
9 17 (2.32%) Amazon CloudWatch
9 17 (2.32%) Amazon ELB
9 17 (2.32%) Route 53
10 15 (2.05%) PaaS
11 12 (1.64%) Amazon EMR
12 11 (1.50%) IaaS
13 8 (1.09%) AWS CloudTrail
13 8 (1.09%) Cloud Computing
13 8 (1.09%) npm
13 8 (1.09%) SaaS
Communications & Networking
1 84 (11.48%) TCP/IP
2 74 (10.11%) HTTP
3 73 (9.97%) Firewall
4 59 (8.06%) SSL
5 55 (7.51%) DNS
6 28 (3.83%) Kerberos
7 25 (3.42%) BIG-IP
8 24 (3.28%) VPN
9 22 (3.01%) DHCP
9 22 (3.01%) Internet
10 17 (2.32%) OpenLDAP
11 16 (2.19%) FTP
11 16 (2.19%) IPsec
12 15 (2.05%) SSH
13 14 (1.91%) SAN
14 12 (1.64%) tcpdump
14 12 (1.64%) Wireshark
15 10 (1.37%) NAS
15 10 (1.37%) OpenVPN
16 9 (1.23%) F5 BIG-IP LTM
Database & Business Intelligence
1 193 (26.37%) Hadoop
2 179 (24.45%) Big Data
3 129 (17.62%) MySQL
4 119 (16.26%) NoSQL
5 86 (11.75%) HBase
6 79 (10.79%) Apache Cassandra
7 77 (10.52%) MongoDB
8 76 (10.38%) Apache Hive
9 75 (10.25%) PostgreSQL
10 58 (7.92%) SQL Server
11 38 (5.19%) Relational Database
12 30 (4.10%) Flink
12 30 (4.10%) Impala
13 27 (3.69%) Amazon RDS
14 26 (3.55%) Data Warehouse
14 26 (3.55%) Mahout
15 25 (3.42%) Amazon Redshift
16 16 (2.19%) Oracle Database
17 15 (2.05%) BigQuery
17 15 (2.05%) Sqoop
Development Applications
1 184 (25.14%) Git (software)
2 167 (22.81%) Jenkins
3 91 (12.43%) JUnit
4 72 (9.84%) JIRA
5 63 (8.61%) Maven
6 62 (8.47%) Mockito
7 49 (6.69%) Subversion
8 32 (4.37%) TeamCity
9 26 (3.55%) Sonatype Nexus
10 25 (3.42%) Cucumber
10 25 (3.42%) JMeter
11 23 (3.14%) Ant
12 22 (3.01%) Gradle
12 22 (3.01%) Mercurial
13 21 (2.87%) Bitbucket
14 17 (2.32%) Vagrant
15 16 (2.19%) SonarQube
16 15 (2.05%) GitLab
16 15 (2.05%) TestNG
17 14 (1.91%) Grunt
General
1 164 (22.40%) Finance
2 92 (12.57%) Banking
3 36 (4.92%) Marketing
4 24 (3.28%) Investment Banking
5 21 (2.87%) Retail
6 14 (1.91%) Telecoms
7 13 (1.78%) Financial Institution
7 13 (1.78%) Publishing
8 12 (1.64%) Manufacturing
9 10 (1.37%) Electronics
10 7 (0.96%) Billing
11 6 (0.82%) Advertising
12 5 (0.68%) Games
13 3 (0.41%) Front Office
13 3 (0.41%) Retail Banking
14 2 (0.27%) Multimedia
15 1 (0.14%) Aerospace
15 1 (0.14%) German Language
15 1 (0.14%) Law
15 1 (0.14%) Swedish Language
Job Titles
1 256 (34.97%) Developer
2 115 (15.71%) Java Developer
3 111 (15.16%) DevOps Engineer
4 60 (8.20%) Data Engineer
5 43 (5.87%) Big Data Engineer
6 42 (5.74%) AWS Engineer
7 32 (4.37%) AWS DevOps
7 32 (4.37%) Java Engineer
7 32 (4.37%) Senior Developer
8 30 (4.10%) AWS DevOps Engineer
8 30 (4.10%) Big Data Developer
9 29 (3.96%) Administrator
9 29 (3.96%) Hadoop Engineer
10 25 (3.42%) Architect
11 23 (3.14%) Applications Engineer
12 21 (2.87%) Linux Engineer
12 21 (2.87%) Scala Developer
12 21 (2.87%) Systems Administrator
13 20 (2.73%) Analyst
13 20 (2.73%) Web Developer
Libraries, Frameworks & Software Standards
1 116 (15.85%) Web Services
2 113 (15.44%) REST
3 107 (14.62%) Spring
4 85 (11.61%) XML
5 84 (11.48%) HTML
6 77 (10.52%) CSS
6 77 (10.52%) Kafka
7 65 (8.88%) LAMP
8 60 (8.20%) Elastic Stack
9 58 (7.92%) JSON
10 54 (7.38%) AngularJS
11 53 (7.24%) .NET
11 53 (7.24%) RESTful
12 50 (6.83%) SOAP
13 49 (6.69%) jQuery
14 43 (5.87%) HTML5
15 39 (5.33%) Apache Camel
16 38 (5.19%) Spring Boot
17 36 (4.92%) LAPP Stack
17 36 (4.92%) LDAP
Miscellaneous
1 58 (7.92%) Analytical Skills
2 35 (4.78%) Data Centre
3 31 (4.23%) Computer Science
4 28 (3.83%) Virtual Team
5 27 (3.69%) Algorithms
6 21 (2.87%) Mobile App
7 16 (2.19%) Clustering
7 16 (2.19%) Linux Command Line
8 15 (2.05%) Greenfield Project
8 15 (2.05%) Social Media
9 13 (1.78%) Data Structures
10 12 (1.64%) Digital Media
10 12 (1.64%) Enterprise Software
11 11 (1.50%) Management Information System
11 11 (1.50%) PKI
12 8 (1.09%) Hedge funds
12 8 (1.09%) Linked Data
13 6 (0.82%) Grid Computing
13 6 (0.82%) Robotics
14 5 (0.68%) Market Risk
Operating Systems
1 318 (43.44%) Linux
2 116 (15.85%) Unix
3 89 (12.16%) Windows
4 58 (7.92%) Red Hat Enterprise Linux
5 44 (6.01%) CentOS
6 33 (4.51%) Ubuntu
7 31 (4.23%) Windows Server
8 16 (2.19%) Solaris
9 14 (1.91%) Windows Server 2008
10 10 (1.37%) CoreOS
11 9 (1.23%) HPUX
12 8 (1.09%) AIX
13 7 (0.96%) Debian
13 7 (0.96%) Mac OS X
14 5 (0.68%) Apple iOS
14 5 (0.68%) Windows 7
14 5 (0.68%) Windows 8
15 4 (0.55%) Android
15 4 (0.55%) Scientific Linux
15 4 (0.55%) Windows Server 2012
Processes & Methodologies
1 343 (46.86%) Agile Software Development
2 208 (28.42%) DevOps
3 142 (19.40%) Scrum
4 131 (17.90%) Continuous Integration
5 114 (15.57%) TDD
6 84 (11.48%) Open Source
7 78 (10.66%) Machine Learning
8 76 (10.38%) Analytics
9 70 (9.56%) MapReduce
9 70 (9.56%) Test Automation
10 66 (9.02%) Configuration Management
11 61 (8.33%) Microservices
12 60 (8.20%) E-Commerce
12 60 (8.20%) Migration
13 59 (8.06%) Continuous Delivery
14 58 (7.92%) Software Engineering
15 49 (6.69%) Multithreading
16 47 (6.42%) ETL
17 46 (6.28%) BDD
17 46 (6.28%) Pair Programming
Programming Languages
1 396 (54.10%) Java
2 263 (35.93%) Python
3 152 (20.77%) JavaScript
4 151 (20.63%) SQL
5 112 (15.30%) Scala
6 106 (14.48%) Bash Shell
7 73 (9.97%) Ruby
8 66 (9.02%) Perl
9 55 (7.51%) PHP
10 53 (7.24%) Groovy
11 30 (4.10%) C#
12 28 (3.83%) Shell Script
13 25 (3.42%) R
14 21 (2.87%) Go
15 20 (2.73%) C++
16 19 (2.60%) C
17 18 (2.46%) PowerShell
18 17 (2.32%) T-SQL
19 14 (1.91%) PL/SQL
20 10 (1.37%) MATLAB
Qualifications
1 81 (11.07%) Security Cleared
2 58 (7.92%) SC Cleared
3 38 (5.19%) Degree
4 14 (1.91%) DV Cleared
5 11 (1.50%) RHCE
6 7 (0.96%) Computer Science Degree
6 7 (0.96%) PMP
7 5 (0.68%) Master's Degree
7 5 (0.68%) MCSE
7 5 (0.68%) Microsoft Certification
8 4 (0.55%) Cisco Certification
8 4 (0.55%) PhD
9 3 (0.41%) AWS Certification
9 3 (0.41%) CCIE
9 3 (0.41%) EMC Certification
10 2 (0.27%) CTC Cleared
10 2 (0.27%) OCA
10 2 (0.27%) Oracle Certification
11 1 (0.14%) ITIL Certification
11 1 (0.14%) PRINCE2 Certification
Quality Assurance & Compliance
1 46 (6.28%) QA
2 25 (3.42%) Data Quality
3 8 (1.09%) SLA
4 6 (0.82%) MiFID
4 6 (0.82%) PCI DSS
5 4 (0.55%) AS 2805
5 4 (0.55%) GDPR
5 4 (0.55%) ISO 8583
6 1 (0.14%) GCP
6 1 (0.14%) ISO/IEC 20000
6 1 (0.14%) Sarbanes-Oxley
System Software
1 169 (23.09%) Docker
2 49 (6.69%) HDFS
3 36 (4.92%) VMware Infrastructure
4 33 (4.51%) Apache Flume
5 21 (2.87%) Active Directory
6 19 (2.60%) Virtual Machines
7 15 (2.05%) Squid
7 15 (2.05%) vCloud
8 14 (1.91%) Xen
9 10 (1.37%) Postfix
10 6 (0.82%) KVM
10 6 (0.82%) NFS
10 6 (0.82%) vSphere
11 5 (0.68%) iptables
12 4 (0.55%) Samba
12 4 (0.55%) VMware ESXi
13 3 (0.41%) Apache ZooKeeper
13 3 (0.41%) Oracle RAC
13 3 (0.41%) Varnish
13 3 (0.41%) VirtualBox
Systems Management
1 131 (17.90%) Ansible
2 106 (14.48%) Puppet
3 71 (9.70%) Kubernetes
4 45 (6.15%) Terraform
5 44 (6.01%) Kibana
6 34 (4.64%) Opscode Chef
7 33 (4.51%) CA Single Sign-On
7 33 (4.51%) logstash
8 28 (3.83%) ZABBIX
9 24 (3.28%) Rancher
10 23 (3.14%) Nagios
11 20 (2.73%) HAProxy
12 19 (2.60%) Mesos
13 18 (2.46%) Oozie
14 14 (1.91%) Hadoop YARN
14 14 (1.91%) Sysdig
15 13 (1.78%) Docker Swarm
16 12 (1.64%) ITRS Geneos
17 11 (1.50%) Prometheus
18 10 (1.37%) Grafana
Vendors
1 116 (15.85%) Oracle
2 84 (11.48%) Red Hat
3 67 (9.15%) VMware
4 66 (9.02%) Microsoft
5 47 (6.42%) Splunk
6 37 (5.05%) Google
7 35 (4.78%) Adobe
8 30 (4.10%) IBM
9 29 (3.96%) F5
10 25 (3.42%) Cloudera
11 21 (2.87%) Hortonworks
12 20 (2.73%) ForgeRock
13 19 (2.60%) MapR
14 17 (2.32%) CA
15 15 (2.05%) Talend
16 14 (1.91%) SAP
16 14 (1.91%) ServiceNow
17 13 (1.78%) Citrix
17 13 (1.78%) Sonatype
18 12 (1.64%) EMC