Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 23 April 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 23 April 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
23 Apr 2018		 Same period 2017 Same period 2016
Rank 179 152 149
Rank change year-on-year -27 -3 +12
Contract jobs citing Apache 723 702 740
As % of all contract IT jobs advertised in London 1.57% 1.75% 1.68%
As % of the Application Platforms category 9.02% 9.35% 9.88%
Number of daily rates quoted 527 489 536
London median daily rate £513 £500 £480
Median daily rate % change year-on-year +2.50% +4.17% +6.67%
10th Percentile £413 £363 £325
90th Percentile £668 £675 £613
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +12.50%
Number of hourly rates quoted 2 2 5
London median hourly rate £57.25 £63.75 £50.00
Median hourly rate % change year-on-year -10.20% +27.50% +17.65%
10th Percentile £36.18 £32.63 £47.50
90th Percentile £85.33 £101.88 £60.00
England median hourly rate £76.62 £63.75 £44.50
% change year-on-year +20.18% +43.26% +17.11%

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 8,018 7,509 7,488
As % of all contract IT jobs advertised in London 17.39% 18.72% 17.02%
Number of daily rates quoted 5,741 5,199 5,205
London median daily rate £500 £465 £450
Median daily rate % change year-on-year +7.53% +3.33% +9.09%
10th Percentile £300 £300 £264
90th Percentile £650 £638 £625
England median daily rate £450 £425 £413
% change year-on-year +5.94% +3.03% +3.13%
Number of hourly rates quoted 85 67 103
London median hourly rate £22.00 £22.34 £21.34
Median hourly rate % change year-on-year -1.50% +4.66% +6.70%
10th Percentile £13.25 £13.00 £11.25
90th Percentile £66.50 £48.70 £54.75
England median hourly rate £19.25 £20.50 £20.00
% change year-on-year -6.10% +2.50% +6.95%

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 23 April 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 23 April 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 23 April 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 -36 120 £500 - 37
West London -32 32 £525 +6.06% 29
South London -38 28 £493 +9.44% 2
East London -3 22 £563 - 12
North London +5 6 £329 - 2
Apache
England

For the 6 months to 23 April 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 London region with a requirement for Apache.

1 397 (54.91%) Java
2 337 (46.61%) Agile Software Development
3 307 (42.46%) Linux
4 297 (41.08%) Python
5 280 (38.73%) Amazon AWS
6 230 (31.81%) Apache Spark
7 209 (28.91%) Tomcat
8 207 (28.63%) Docker
9 202 (27.94%) Jenkins
10 200 (27.66%) Git (software)
11 199 (27.52%) Hadoop
12 189 (26.14%) Big Data
13 182 (25.17%) DevOps
14 176 (24.34%) SQL
15 155 (21.44%) Scala
16 146 (20.19%) Continuous Integration
17 144 (19.92%) NoSQL
18 134 (18.53%) MySQL
19 133 (18.40%) REST
20 128 (17.70%) Finance
21 126 (17.43%) TDD
21 126 (17.43%) Bash Shell
22 121 (16.74%) Ansible
23 120 (16.60%) Unix
23 120 (16.60%) Web Services
24 118 (16.32%) Spring
25 108 (14.94%) Apache Hive
26 105 (14.52%) Kafka
26 105 (14.52%) Oracle
27 104 (14.38%) MongoDB

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
1 230 (31.81%) Apache Spark
2 209 (28.91%) Tomcat
3 86 (11.89%) nginx
4 71 (9.82%) Elasticsearch
5 56 (7.75%) IIS
6 51 (7.05%) Apache Pig
7 35 (4.84%) WebSphere
8 34 (4.70%) Confluence
9 30 (4.15%) WebLogic
10 29 (4.01%) JBoss
11 26 (3.60%) Mule
12 24 (3.32%) Jetty
13 23 (3.18%) Mule ESB
14 21 (2.90%) Adobe Experience Manager
15 20 (2.77%) Apache Airflow
16 19 (2.63%) Apache Solr
16 19 (2.63%) CMS
16 19 (2.63%) Jupyter
17 15 (2.07%) MQSeries
18 10 (1.38%) Oracle Service Bus
Applications
1 13 (1.80%) SPSS
2 12 (1.66%) Microsoft Excel
3 7 (0.97%) Microsoft PowerPoint
4 6 (0.83%) Microsoft Project
4 6 (0.83%) Photoshop
5 3 (0.41%) Microsoft Office
6 1 (0.14%) HipChat
6 1 (0.14%) MS Visio
Business Applications
1 4 (0.55%) Magento
2 3 (0.41%) Oracle EBS
3 1 (0.14%) Oracle iProcurement
Cloud Services
1 280 (38.73%) Amazon AWS
2 84 (11.62%) Microsoft Azure
3 50 (6.92%) Google Cloud Platform
4 40 (5.53%) GitHub
5 37 (5.12%) Amazon S3
6 35 (4.84%) Amazon EC2
7 31 (4.29%) AWS Lambda
7 31 (4.29%) Serverless
8 24 (3.32%) Amazon Kinesis
9 22 (3.04%) AWS CloudFormation
10 21 (2.90%) Cloud Computing
11 16 (2.21%) Amazon EMR
12 14 (1.94%) Virtual Private Cloud
13 13 (1.80%) PaaS
14 12 (1.66%) Amazon CloudWatch
14 12 (1.66%) Amazon ELB
14 12 (1.66%) Route 53
14 12 (1.66%) SaaS
15 9 (1.24%) Akamai
16 8 (1.11%) AWS CloudTrail
Communications & Networking
1 82 (11.34%) HTTP
2 53 (7.33%) TCP/IP
3 42 (5.81%) Firewall
4 41 (5.67%) SSL
5 37 (5.12%) DNS
6 20 (2.77%) Internet
6 20 (2.77%) Kerberos
7 17 (2.35%) SSH
7 17 (2.35%) VPN
8 14 (1.94%) Reverse Proxy
9 11 (1.52%) OpenLDAP
10 10 (1.38%) BIG-IP
10 10 (1.38%) DHCP
10 10 (1.38%) FTP
11 7 (0.97%) tcpdump
11 7 (0.97%) Wireshark
12 6 (0.83%) SAN
13 5 (0.69%) iSCSI
13 5 (0.69%) OpenVPN
13 5 (0.69%) SMTP
Database & Business Intelligence
1 199 (27.52%) Hadoop
2 189 (26.14%) Big Data
3 144 (19.92%) NoSQL
4 134 (18.53%) MySQL
5 108 (14.94%) Apache Hive
6 104 (14.38%) MongoDB
7 93 (12.86%) Apache Cassandra
8 92 (12.72%) PostgreSQL
9 87 (12.03%) SQL Server
10 76 (10.51%) HBase
11 75 (10.37%) Relational Database
12 63 (8.71%) Data Warehouse
13 44 (6.09%) Amazon Redshift
14 34 (4.70%) Impala
15 32 (4.43%) Sqoop
16 28 (3.87%) RDBMS
17 23 (3.18%) Amazon RDS
17 23 (3.18%) Data Lake
18 22 (3.04%) BigQuery
18 22 (3.04%) Mahout
Development Applications
1 202 (27.94%) Jenkins
2 200 (27.66%) Git (software)
3 103 (14.25%) JUnit
4 71 (9.82%) Maven
5 63 (8.71%) JIRA
6 59 (8.16%) Mockito
7 52 (7.19%) Subversion
8 36 (4.98%) Gradle
9 34 (4.70%) TeamCity
10 29 (4.01%) JMeter
11 25 (3.46%) Cucumber
11 25 (3.46%) TestNG
12 24 (3.32%) Vagrant
13 23 (3.18%) GitLab
14 21 (2.90%) Mercurial
15 19 (2.63%) Selenium
16 18 (2.49%) Ant
16 18 (2.49%) Sonatype Nexus
17 16 (2.21%) Team Foundation Server
18 14 (1.94%) Eclipse
General
1 128 (17.70%) Finance
2 90 (12.45%) Banking
3 26 (3.60%) Investment Banking
4 21 (2.90%) Marketing
5 15 (2.07%) Front Office
5 15 (2.07%) Retail
6 12 (1.66%) Telecoms
7 11 (1.52%) Publishing
8 10 (1.38%) Financial Institution
8 10 (1.38%) Legal
9 9 (1.24%) Games
10 6 (0.83%) Manufacturing
11 5 (0.69%) Advertising
11 5 (0.69%) Electronics
12 3 (0.41%) Law
13 2 (0.28%) Digital Economy
13 2 (0.28%) Private Banking
13 2 (0.28%) Retail Banking
14 1 (0.14%) German Language
14 1 (0.14%) Swedish Language
Job Titles
1 278 (38.45%) Developer
2 136 (18.81%) Java Developer
3 96 (13.28%) DevOps Engineer
4 79 (10.93%) Data Engineer
5 44 (6.09%) Big Data Developer
5 44 (6.09%) Big Data Engineer
6 43 (5.95%) Architect
7 32 (4.43%) Administrator
7 32 (4.43%) AWS Engineer
8 30 (4.15%) Web Developer
9 26 (3.60%) Agile Developer
9 26 (3.60%) E-Commerce Developer
9 26 (3.60%) Java E-Commerce Developer
10 25 (3.46%) Cloud Developer
10 25 (3.46%) E-Commerce Web Developer
10 25 (3.46%) Java Web Developer
10 25 (3.46%) Systems Administrator
11 24 (3.32%) Data Architect
11 24 (3.32%) Hadoop Engineer
11 24 (3.32%) Senior Developer
Libraries, Frameworks & Software Standards
1 133 (18.40%) REST
2 120 (16.60%) Web Services
3 118 (16.32%) Spring
4 105 (14.52%) Kafka
5 81 (11.20%) SOAP
6 72 (9.96%) XML
7 68 (9.41%) RESTful
8 61 (8.44%) HTML
9 58 (8.02%) LAMP
10 52 (7.19%) JSON
11 49 (6.78%) CSS
12 45 (6.22%) Elastic Stack
13 44 (6.09%) RabbitMQ
14 43 (5.95%) Dropwizard
15 36 (4.98%) TensorFlow
16 35 (4.84%) AngularJS
17 34 (4.70%) Apache Camel
18 33 (4.56%) .NET
18 33 (4.56%) Spring Boot
19 32 (4.43%) JMS
Miscellaneous
1 46 (6.36%) Analytical Skills
2 45 (6.22%) Algorithms
3 40 (5.53%) Computer Science
4 17 (2.35%) Greenfield Project
5 16 (2.21%) Fintech
5 16 (2.21%) Self-Motivation
6 15 (2.07%) Data Centre
7 14 (1.94%) Enterprise Software
7 14 (1.94%) Linux Command Line
8 12 (1.66%) Mobile App
9 10 (1.38%) Digital Media
10 9 (1.24%) Public Cloud
11 8 (1.11%) User Experience
12 7 (0.97%) Data Structures
13 6 (0.83%) Derivative
13 6 (0.83%) Digital Wallet
14 5 (0.69%) Credit Risk
14 5 (0.69%) Equity Derivative
14 5 (0.69%) Equity Risk
14 5 (0.69%) PKI
Operating Systems
1 307 (42.46%) Linux
2 120 (16.60%) Unix
3 72 (9.96%) Windows
4 60 (8.30%) Red Hat Enterprise Linux
5 54 (7.47%) CentOS
6 50 (6.92%) Ubuntu
7 23 (3.18%) Windows Server
8 17 (2.35%) Solaris
9 15 (2.07%) Windows Server 2008
10 14 (1.94%) HPUX
11 13 (1.80%) Debian
12 7 (0.97%) Android
12 7 (0.97%) Windows 7
13 6 (0.83%) CoreOS
13 6 (0.83%) Windows 8
14 5 (0.69%) Apple iOS
14 5 (0.69%) Fedora
14 5 (0.69%) Mac OS X
14 5 (0.69%) Windows Server 2012
15 4 (0.55%) Windows Vista
Processes & Methodologies
1 337 (46.61%) Agile Software Development
2 182 (25.17%) DevOps
3 146 (20.19%) Continuous Integration
4 126 (17.43%) TDD
5 95 (13.14%) Machine Learning
5 95 (13.14%) Scrum
6 93 (12.86%) E-Commerce
7 90 (12.45%) Analytics
8 86 (11.89%) Data Science
9 84 (11.62%) Microservices
10 79 (10.93%) ETL
11 73 (10.10%) Test Automation
12 72 (9.96%) Continuous Delivery
13 65 (8.99%) Migration
14 61 (8.44%) Open Source
15 56 (7.75%) MapReduce
16 55 (7.61%) Software Engineering
17 51 (7.05%) Configuration Management
17 51 (7.05%) Problem-Solving
18 49 (6.78%) Web Development
Programming Languages
1 397 (54.91%) Java
2 297 (41.08%) Python
3 176 (24.34%) SQL
4 155 (21.44%) Scala
5 126 (17.43%) Bash Shell
6 91 (12.59%) JavaScript
7 82 (11.34%) Perl
8 76 (10.51%) Ruby
9 50 (6.92%) Groovy
10 43 (5.95%) Java 8
11 32 (4.43%) Shell Script
12 31 (4.29%) Go
13 29 (4.01%) PowerShell
14 28 (3.87%) R
15 27 (3.73%) PHP
16 19 (2.63%) C#
17 18 (2.49%) C
18 15 (2.07%) PL/SQL
19 8 (1.11%) C++
20 6 (0.83%) T-SQL
Qualifications
1 54 (7.47%) Security Cleared
2 50 (6.92%) Degree
3 45 (6.22%) SC Cleared
4 18 (2.49%) Computer Science Degree
5 10 (1.38%) DV Cleared
6 9 (1.24%) Master's Degree
7 7 (0.97%) PhD
7 7 (0.97%) RHCE
8 3 (0.41%) MCITP
8 3 (0.41%) MCSE
8 3 (0.41%) Microsoft Certification
8 3 (0.41%) VMware Certified Professional (VCP)
9 2 (0.28%) CCNA
9 2 (0.28%) Cisco Certification
9 2 (0.28%) CTC Cleared
9 2 (0.28%) ITIL Certification
9 2 (0.28%) NCDA
9 2 (0.28%) OCA
9 2 (0.28%) Oracle Certification
9 2 (0.28%) RHCT
Quality Assurance & Compliance
1 32 (4.43%) Data Quality
2 28 (3.87%) QA
3 13 (1.80%) GDPR
4 10 (1.38%) GCP
5 4 (0.55%) MiFID
5 4 (0.55%) SLA
6 1 (0.14%) ISO/IEC 20000
6 1 (0.14%) PCI DSS
6 1 (0.14%) PSD2
6 1 (0.14%) Sarbanes-Oxley
6 1 (0.14%) WCAG
System Software
1 207 (28.63%) Docker
2 43 (5.95%) Apache Flume
3 40 (5.53%) VMware Infrastructure
4 33 (4.56%) HDFS
5 19 (2.63%) Active Directory
5 19 (2.63%) Xen
6 17 (2.35%) Virtual Machines
7 12 (1.66%) KVM
8 11 (1.52%) vCloud
9 10 (1.38%) Squid
10 9 (1.24%) NFS
10 9 (1.24%) VirtualBox
11 7 (0.97%) Apache ZooKeeper
12 6 (0.83%) vSphere
12 6 (0.83%) XenApp
13 5 (0.69%) Postfix
14 4 (0.55%) Hyper-V
14 4 (0.55%) Samba
15 3 (0.41%) iptables
15 3 (0.41%) VMware ESXi
Systems Management
1 121 (16.74%) Ansible
2 79 (10.93%) Puppet
3 69 (9.54%) Kubernetes
4 51 (7.05%) Terraform
5 42 (5.81%) Kibana
6 35 (4.84%) Opscode Chef
7 26 (3.60%) Hadoop YARN
7 26 (3.60%) logstash
8 25 (3.46%) Mesos
9 24 (3.32%) ZABBIX
10 22 (3.04%) CA Single Sign-On
10 22 (3.04%) Nagios
11 19 (2.63%) Single Sign-On
12 17 (2.35%) HAProxy
12 17 (2.35%) Packer
13 14 (1.94%) Consul
14 13 (1.80%) Rancher
15 12 (1.66%) Oozie
15 12 (1.66%) Prometheus
16 10 (1.38%) Salt
Vendors
1 105 (14.52%) Oracle
2 89 (12.31%) Red Hat
3 77 (10.65%) Microsoft
4 70 (9.68%) VMware
5 60 (8.30%) Splunk
6 58 (8.02%) Cloudera
7 54 (7.47%) Google
8 41 (5.67%) MapR
9 40 (5.53%) IBM
10 36 (4.98%) Hortonworks
11 29 (4.01%) Talend
12 22 (3.04%) AppDynamics
13 21 (2.90%) Adobe
14 18 (2.49%) ForgeRock
14 18 (2.49%) New Relic
15 16 (2.21%) F5
16 15 (2.07%) ServiceNow
17 12 (1.66%) MuleSoft
17 12 (1.66%) SAP
18 11 (1.52%) Alteryx