Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 21 April 2019

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 21 April 2019 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
21 Apr 2019		 Same period 2018 Same period 2017
Rank 183 183 151
Rank change year-on-year 0 -32 -2
Contract jobs citing Apache 625 723 700
As % of all contract IT jobs advertised in London 1.48% 1.57% 1.74%
As % of the Application Platforms category 9.18% 9.00% 9.29%
Number of daily rates quoted 442 527 490
London median daily rate £550 £513 £500
Median daily rate % change year-on-year +7.32% +2.50% +4.17%
10th Percentile £382 £411 £363
90th Percentile £700 £668 £675
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% +5.56%
Number of hourly rates quoted 2 2 2
London median hourly rate £28.75 £57.25 £63.75
Median hourly rate % change year-on-year -49.78% -10.20% +27.50%
10th Percentile £23.53 £36.18 £32.63
90th Percentile £33.78 £85.33 £101.88
England median hourly rate £35.00 £76.62 £63.75
% change year-on-year -54.32% +20.18% +43.26%

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 6,810 8,036 7,536
As % of all contract IT jobs advertised in London 16.12% 17.40% 18.78%
Number of daily rates quoted 4,736 5,755 5,222
London median daily rate £525 £500 £468
Median daily rate % change year-on-year +5.00% +6.95% +3.89%
10th Percentile £313 £300 £300
90th Percentile £675 £650 £638
England median daily rate £475 £455 £425
% change year-on-year +4.40% +7.06% +3.03%
Number of hourly rates quoted 48 86 67
London median hourly rate £32.49 £22.25 £22.34
Median hourly rate % change year-on-year +46.01% -0.38% +4.66%
10th Percentile £18.59 £13.25 £13.00
90th Percentile £50.73 £65.00 £48.70
England median hourly rate £18.76 £19.00 £20.50
% change year-on-year -1.26% -7.32% +2.50%

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 21 April 2019.

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 21 April 2019.

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 21 April 2019. 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 +32 139 £525 +5.00% 9
East London -20 27 £550 -2.22% 3
West London +8 26 £575 +9.52% 2
North London -5 9 £375 +14.16% 1
South London -13 6 £525 +6.60% 1
Apache
England

For the 6 months to 21 April 2019, 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 London region with a requirement for Apache.

1 299 (47.84%) Java
2 286 (45.76%) Linux
3 237 (37.92%) Agile Software Development
4 220 (35.20%) Amazon AWS
5 214 (34.24%) Python
6 163 (26.08%) DevOps
7 161 (25.76%) Big Data
8 160 (25.60%) Apache Spark
9 155 (24.80%) Git (software)
10 152 (24.32%) SQL
10 152 (24.32%) Finance
11 148 (23.68%) Tomcat
12 142 (22.72%) Jenkins
13 120 (19.20%) Continuous Integration
14 117 (18.72%) Microsoft Azure
14 117 (18.72%) Scrum
15 115 (18.40%) Google Cloud Platform
16 111 (17.76%) Docker
16 111 (17.76%) Google
17 109 (17.44%) Kafka
18 107 (17.12%) JavaScript
19 104 (16.64%) Oracle
20 100 (16.00%) MySQL
21 99 (15.84%) Unix
22 98 (15.68%) TDD
23 96 (15.36%) Java 8
24 94 (15.04%) Kubernetes
25 91 (14.56%) Banking
26 90 (14.40%) CSS
27 89 (14.24%) Open Source

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
1 160 (25.60%) Apache Spark
2 148 (23.68%) Tomcat
3 82 (13.12%) nginx
4 80 (12.80%) IIS
5 47 (7.52%) Apache Airflow
6 45 (7.20%) Elasticsearch
6 45 (7.20%) WebSphere
7 35 (5.60%) Jetty
8 34 (5.44%) Adobe Experience Manager
8 34 (5.44%) WebLogic
9 30 (4.80%) CMS
10 29 (4.64%) Mongrel
11 28 (4.48%) Oracle Coherence
12 26 (4.16%) JBoss
13 25 (4.00%) Confluence
14 15 (2.40%) Mule
15 14 (2.24%) MS Exchange
15 14 (2.24%) SharePoint
16 13 (2.08%) Oracle Service Bus
17 12 (1.92%) Apache Solr
Applications
1 24 (3.84%) Microsoft Excel
1 24 (3.84%) Microsoft PowerPoint
1 24 (3.84%) Microsoft Project
2 2 (0.32%) MS Visio
3 1 (0.16%) Chatbot
Business Applications
1 4 (0.64%) Adobe Campaign
1 4 (0.64%) SAP ERP
1 4 (0.64%) SAP Oil and Gas
1 4 (0.64%) SAP S/4HANA
2 2 (0.32%) Oracle BPM
3 1 (0.16%) assyst
3 1 (0.16%) Salesforce.com CRM
Cloud Services
1 220 (35.20%) Amazon AWS
2 117 (18.72%) Microsoft Azure
3 115 (18.40%) Google Cloud Platform
4 84 (13.44%) Amazon EC2
5 74 (11.84%) Amazon S3
6 40 (6.40%) Serverless
7 37 (5.92%) Amazon CloudWatch
8 36 (5.76%) AWS CloudFormation
9 35 (5.60%) Google App Engine
10 30 (4.80%) Amazon SQS
11 26 (4.16%) AWS Lambda
11 26 (4.16%) GitHub
12 25 (4.00%) AWS CloudTrail
13 24 (3.84%) Amazon Glacier
14 23 (3.68%) Virtual Private Cloud
15 14 (2.24%) npm
16 13 (2.08%) Amazon EMR
16 13 (2.08%) Office 365
17 12 (1.92%) Azure Active Directory
17 12 (1.92%) Cloud Computing
Communications & Networking
1 75 (12.00%) HTTP
2 67 (10.72%) TCP/IP
3 52 (8.32%) SSL
4 41 (6.56%) DNS
5 31 (4.96%) FTP
6 30 (4.80%) DHCP
7 28 (4.48%) IPsec
8 18 (2.88%) Internet
9 15 (2.40%) Firewall
9 15 (2.40%) Kerberos
10 12 (1.92%) OpenLDAP
10 12 (1.92%) SAN
11 10 (1.60%) SMTP
12 8 (1.28%) SSH
13 6 (0.96%) AMQP
13 6 (0.96%) BIG-IP
14 5 (0.80%) DMZ
14 5 (0.80%) VPN
15 3 (0.48%) IMAP
15 3 (0.48%) PuTTY
Database & Business Intelligence
1 161 (25.76%) Big Data
2 100 (16.00%) MySQL
3 79 (12.64%) Hadoop
4 75 (12.00%) SQL Server
5 65 (10.40%) Relational Database
6 63 (10.08%) MongoDB
7 53 (8.48%) Amazon RDS
8 49 (7.84%) NoSQL
9 45 (7.20%) Apache Hive
10 38 (6.08%) Apache Cassandra
11 35 (5.60%) PostgreSQL
12 25 (4.00%) HBase
13 22 (3.52%) Apache Ignite
14 21 (3.36%) Amazon Redshift
15 20 (3.20%) Hazelcast
15 20 (3.20%) Impala
16 19 (3.04%) Data Warehouse
17 17 (2.72%) Data Lake
18 16 (2.56%) RDBMS
19 15 (2.40%) Redis
Development Applications
1 155 (24.80%) Git (software)
2 142 (22.72%) Jenkins
3 74 (11.84%) JIRA
4 48 (7.68%) JUnit
5 41 (6.56%) Maven
6 39 (6.24%) Mockito
7 36 (5.76%) Subversion
8 32 (5.12%) Selenium
9 28 (4.48%) gulp
9 28 (4.48%) Travis CI
10 25 (4.00%) Cucumber
11 19 (3.04%) Grunt
12 17 (2.72%) JMeter
13 14 (2.24%) Ant
13 14 (2.24%) Gradle
13 14 (2.24%) Mercurial
14 12 (1.92%) Bitbucket
15 11 (1.76%) Atlassian Bamboo
15 11 (1.76%) Eclipse
16 8 (1.28%) EasyMock
General
1 152 (24.32%) Finance
2 91 (14.56%) Banking
3 45 (7.20%) Front Office
4 38 (6.08%) Marketing
5 32 (5.12%) Investment Banking
6 15 (2.40%) Legal
7 10 (1.60%) Telecoms
8 9 (1.44%) Law
8 9 (1.44%) Publishing
9 8 (1.28%) Advertising
9 8 (1.28%) Retail Banking
10 5 (0.80%) Financial Institution
10 5 (0.80%) Manufacturing
11 4 (0.64%) Electronics
11 4 (0.64%) Retail
12 2 (0.32%) Back Office
13 1 (0.16%) Aerospace
13 1 (0.16%) Social Science
Job Titles
1 264 (42.24%) Developer
2 144 (23.04%) Java Developer
3 84 (13.44%) Data Engineer
4 53 (8.48%) Big Data Engineer
5 49 (7.84%) Python Engineer
5 49 (7.84%) Senior Developer
6 45 (7.20%) DevOps Engineer
7 33 (5.28%) Architect
8 29 (4.64%) Senior Java Developer
9 28 (4.48%) Infrastructure Engineer
10 25 (4.00%) Linux Engineer
11 23 (3.68%) Java Engineer
12 22 (3.52%) AWS Developer
12 22 (3.52%) Scala Developer
13 21 (3.36%) Administrator
14 20 (3.20%) Applications Engineer
14 20 (3.20%) AWS Engineer
15 17 (2.72%) Apache Spark Developer
16 16 (2.56%) Front End Developer (Client-Side Developer)
16 16 (2.56%) Software Engineer
Libraries, Frameworks & Software Standards
1 109 (17.44%) Kafka
2 90 (14.40%) CSS
3 88 (14.08%) XML
4 84 (13.44%) Spring
5 78 (12.48%) REST
6 77 (12.32%) HTML
7 70 (11.20%) SOAP
8 68 (10.88%) jQuery
9 64 (10.24%) J2EE
10 63 (10.08%) Web Services
11 58 (9.28%) Middleware
12 56 (8.96%) JSON
13 49 (7.84%) AngularJS
14 48 (7.68%) Node.js
15 45 (7.20%) Apache NiFi
16 43 (6.88%) .NET
17 41 (6.56%) HTML5
18 40 (6.40%) PySpark
19 37 (5.92%) LAMP
19 37 (5.92%) Servlets
Miscellaneous
1 44 (7.04%) Virtual Team
2 35 (5.60%) Data Structures
3 27 (4.32%) Mobile App
4 23 (3.68%) Data Centre
5 21 (3.36%) Analytical Skills
5 21 (3.36%) Credit Risk
5 21 (3.36%) Public Cloud
6 20 (3.20%) Greenfield Project
7 19 (3.04%) PKI
7 19 (3.04%) Social Media
8 18 (2.88%) Derivative
8 18 (2.88%) Foreign Exchange (FX)
9 17 (2.72%) User Experience
10 16 (2.56%) Market Risk
11 15 (2.40%) Private Cloud
12 14 (2.24%) Fintech
13 10 (1.60%) Algorithms
14 9 (1.44%) Management Information System
15 7 (1.12%) Equities
16 5 (0.80%) Cloud Native
Operating Systems
1 286 (45.76%) Linux
2 99 (15.84%) Unix
3 65 (10.40%) Windows
4 26 (4.16%) Ubuntu
5 19 (3.04%) Windows Server
6 17 (2.72%) Red Hat Enterprise Linux
7 7 (1.12%) CentOS
8 4 (0.64%) Windows Server 2012
9 3 (0.48%) AIX
10 2 (0.32%) Apple iOS
10 2 (0.32%) Debian
10 2 (0.32%) Windows Server 2008
11 1 (0.16%) DC/OS
11 1 (0.16%) Fedora
11 1 (0.16%) FreeBSD
11 1 (0.16%) Mac OS
11 1 (0.16%) Oracle Linux
11 1 (0.16%) Windows 7
11 1 (0.16%) Windows 8
Processes & Methodologies
1 237 (37.92%) Agile Software Development
2 163 (26.08%) DevOps
3 120 (19.20%) Continuous Integration
4 117 (18.72%) Scrum
5 98 (15.68%) TDD
6 89 (14.24%) Open Source
7 78 (12.48%) Coaching
8 77 (12.32%) Data Science
9 73 (11.68%) Microservices
10 70 (11.20%) Data Modelling
11 66 (10.56%) Analytics
12 64 (10.24%) Data Cleansing
12 64 (10.24%) Mentoring
13 59 (9.44%) Configuration Management
14 58 (9.28%) ETL
14 58 (9.28%) Test Automation
15 55 (8.80%) Data Engineering
15 55 (8.80%) Migration
16 48 (7.68%) Continuous Delivery
17 41 (6.56%) Software Engineering
Programming Languages
1 299 (47.84%) Java
2 214 (34.24%) Python
3 152 (24.32%) SQL
4 107 (17.12%) JavaScript
5 96 (15.36%) Java 8
6 85 (13.60%) Bash Shell
7 60 (9.60%) Scala
8 55 (8.80%) Ruby
9 39 (6.24%) PHP
10 29 (4.64%) Perl
11 27 (4.32%) Shell Script
12 15 (2.40%) Groovy
13 14 (2.24%) PowerShell
13 14 (2.24%) R
14 13 (2.08%) C#
14 13 (2.08%) ES6
15 12 (1.92%) Go
16 9 (1.44%) C
17 6 (0.96%) TypeScript
18 5 (0.80%) C++
Qualifications
1 58 (9.28%) Security Cleared
2 48 (7.68%) SC Cleared
3 23 (3.68%) Degree
4 14 (2.24%) CTC Cleared
5 10 (1.60%) Computer Science Degree
6 9 (1.44%) BPSS Clearance
6 9 (1.44%) Master's Degree
7 3 (0.48%) DBS Check
7 3 (0.48%) DV Cleared
8 2 (0.32%) PhD
9 1 (0.16%) AWS Certification
9 1 (0.16%) MBA
9 1 (0.16%) Numerate Degree
9 1 (0.16%) TOGAF Certification
Quality Assurance & Compliance
1 39 (6.24%) QA
2 25 (4.00%) Data Quality
3 5 (0.80%) Disclosure Scotland
4 3 (0.48%) ISO/IEC 27001
5 2 (0.32%) GDPR
6 1 (0.16%) PCI DSS
System Software
1 111 (17.76%) Docker
2 42 (6.72%) VMware Infrastructure
3 30 (4.80%) Xen
4 29 (4.64%) HDFS
5 28 (4.48%) Active Directory
6 22 (3.52%) Shibboleth
7 16 (2.56%) Apache ZooKeeper
8 12 (1.92%) Apache Flume
8 12 (1.92%) VMware ESXi
8 12 (1.92%) VMware NSX
9 7 (1.12%) NFS
10 4 (0.64%) Varnish
10 4 (0.64%) Virtual Machines
11 3 (0.48%) Sendmail
11 3 (0.48%) XenApp
12 2 (0.32%) KVM
12 2 (0.32%) vSphere
13 1 (0.16%) LXC
13 1 (0.16%) PowerDNS
13 1 (0.16%) VirtualBox
Systems Management
1 94 (15.04%) Kubernetes
2 89 (14.24%) Ansible
2 89 (14.24%) Puppet
3 50 (8.00%) Terraform
4 40 (6.40%) Single Sign-On
5 30 (4.80%) Opscode Chef
6 25 (4.00%) CA Single Sign-On
7 18 (2.88%) Hadoop YARN
8 16 (2.56%) ITRS Geneos
9 13 (2.08%) Forum Sentry
10 12 (1.92%) Grafana
10 12 (1.92%) SCCM
10 12 (1.92%) WSUS
11 11 (1.76%) HAProxy
11 11 (1.76%) Kibana
12 9 (1.44%) Mesos
13 8 (1.28%) Graphite
13 8 (1.28%) logstash
13 8 (1.28%) Packer
13 8 (1.28%) ZABBIX
Vendors
1 111 (17.76%) Google
2 104 (16.64%) Oracle
3 81 (12.96%) Microsoft
4 59 (9.44%) VMware
5 36 (5.76%) Adobe
6 25 (4.00%) Axway
6 25 (4.00%) ServiceNow
7 19 (3.04%) F5
7 19 (3.04%) Red Hat
8 17 (2.72%) Splunk
9 16 (2.56%) IBM
9 16 (2.56%) Sybase
10 15 (2.40%) Atlassian
11 12 (1.92%) BMC
12 11 (1.76%) CA
12 11 (1.76%) ForgeRock
13 10 (1.60%) Tableau
13 10 (1.60%) webMethods
14 9 (1.44%) Cloudera
14 9 (1.44%) Sony