Period
to 22 September 2019

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 22 September 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)
Central London > City of London
6 months to
22 Sep 2019
Same period 2018 Same period 2017
Rank 147 166 129
Rank change year-on-year +19 -37 +13
Contract jobs citing Apache 81 92 120
As % of all contract IT jobs advertised in the City of London 1.31% 1.33% 1.77%
As % of the Application Platforms category 7.92% 7.74% 11.92%
Number of daily rates quoted 70 71 92
City of London median daily rate £525 £550 £550
Median daily rate % change year-on-year -4.55% - +10.00%
10th Percentile £413 £413 £351
90th Percentile £626 £688 £675
Central London median daily rate £525 £530 £550
% change year-on-year -0.94% -3.64% +12.24%
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 1,023 1,189 1,007
As % of all contract IT jobs advertised in the City of London 16.59% 17.16% 14.85%
Number of daily rates quoted 808 903 755
City of London median daily rate £525 £510 £500
Median daily rate % change year-on-year +2.94% +2.00% +11.11%
10th Percentile £300 £282 £268
90th Percentile £675 £675 £675
Central London median daily rate £525 £500 £498
% change year-on-year +5.00% +0.50% +10.56%
Number of hourly rates quoted 11 36 8
City of London median hourly rate £21.00 £20.63 £17.00
Median hourly rate % change year-on-year +1.82% +21.32% -6.85%
10th Percentile £12.98 £13.00 £12.01
90th Percentile £55.50 £33.38 £59.63
Central London median hourly rate £21.00 £20.00 £17.85
% change year-on-year +5.00% +12.04% +2.00%

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 22 September 2019.

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 22 September 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
London Bridge +18 25 £525 -15.32%
Apache
Central London

For the 6 months to 22 September 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 City of London region with a requirement for Apache.

1 45 (55.56%) Python
2 44 (54.32%) AWS
3 42 (51.85%) Big Data
4 41 (50.62%) Finance
4 41 (50.62%) Apache Spark
5 36 (44.44%) Google
6 35 (43.21%) Azure
7 33 (40.74%) Data Science
7 33 (40.74%) GCP
8 31 (38.27%) Apache Airflow
9 30 (37.04%) Mentoring
10 28 (34.57%) Data Engineering
11 27 (33.33%) Java
12 25 (30.86%) Data Cleansing
12 25 (30.86%) PySpark
12 25 (30.86%) Coaching
13 21 (25.93%) Agile Software Development
14 19 (23.46%) Banking
14 19 (23.46%) Linux
15 18 (22.22%) JavaScript
16 15 (18.52%) HTML
16 15 (18.52%) JBoss
16 15 (18.52%) Docker
16 15 (18.52%) DevOps
17 14 (17.28%) SQL
17 14 (17.28%) MySQL
17 14 (17.28%) Hadoop
18 13 (16.05%) Kafka
18 13 (16.05%) Unix
19 11 (13.58%) Analytics

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 41 (50.62%) Apache Spark
2 31 (38.27%) Apache Airflow
3 15 (18.52%) JBoss
4 7 (8.64%) Tomcat
5 6 (7.41%) Appian
5 6 (7.41%) IIS
6 5 (6.17%) Elasticsearch
6 5 (6.17%) nginx
7 3 (3.70%) WebLogic
8 2 (2.47%) Adobe Experience Manager
8 2 (2.47%) Apache Solr
8 2 (2.47%) CMS
8 2 (2.47%) Confluence
8 2 (2.47%) IBM HTTP Server
8 2 (2.47%) WebSphere
9 1 (1.23%) Jetty
9 1 (1.23%) Jupyter
9 1 (1.23%) Mongrel
9 1 (1.23%) Oracle Workflow
9 1 (1.23%) SilverStripe
Business Applications
1 1 (1.23%) Cognos Business Intelligence
1 1 (1.23%) Oracle BPM
1 1 (1.23%) SAP ERP
1 1 (1.23%) SAP Oil and Gas
1 1 (1.23%) SAP S/4HANA
1 1 (1.23%) WebTrends
Cloud Services
1 44 (54.32%) AWS
2 35 (43.21%) Azure
3 33 (40.74%) GCP
4 6 (7.41%) GitHub
5 5 (6.17%) Amazon S3
6 4 (4.94%) Amazon Kinesis
6 4 (4.94%) Cloud Computing
7 3 (3.70%) Amazon EC2
7 3 (3.70%) AWS CloudFormation
7 3 (3.70%) Google Analytics
7 3 (3.70%) Power Platform
7 3 (3.70%) Serverless
8 2 (2.47%) Amazon CloudWatch
8 2 (2.47%) Amazon SQS
8 2 (2.47%) AWS Lambda
9 1 (1.23%) AWS CloudTrail
9 1 (1.23%) AWS Elastic Beanstalk
9 1 (1.23%) Google App Engine
9 1 (1.23%) Rackspace Cloud
9 1 (1.23%) Route 53
Communications & Networking
1 3 (3.70%) DNS
1 3 (3.70%) HTTP
1 3 (3.70%) TCP/IP
2 2 (2.47%) BGP
2 2 (2.47%) BIG-IP
2 2 (2.47%) Cisco IOS
2 2 (2.47%) DMVPN
2 2 (2.47%) IPsec
2 2 (2.47%) Network Security
2 2 (2.47%) NX-OS
2 2 (2.47%) OSPF
2 2 (2.47%) SMTP
2 2 (2.47%) VLAN
2 2 (2.47%) Wi-Fi
3 1 (1.23%) DHCP
3 1 (1.23%) Firewall
3 1 (1.23%) Internet
3 1 (1.23%) Intranet
Database & Business Intelligence
1 42 (51.85%) Big Data
2 14 (17.28%) Hadoop
2 14 (17.28%) MySQL
3 8 (9.88%) Apache Hive
4 7 (8.64%) HBase
5 6 (7.41%) NoSQL
5 6 (7.41%) SQL Server
6 5 (6.17%) BigQuery
6 5 (6.17%) MongoDB
6 5 (6.17%) Spark SQL
7 4 (4.94%) Apache Cassandra
7 4 (4.94%) Sqoop
8 3 (3.70%) Amazon RDS
8 3 (3.70%) Power BI
8 3 (3.70%) Presto
8 3 (3.70%) QlikView
9 2 (2.47%) Apache Zeppelin
9 2 (2.47%) Data Lake
9 2 (2.47%) Flink
9 2 (2.47%) Mixpanel
Development Applications
1 8 (9.88%) Git (software)
2 7 (8.64%) Jenkins
3 6 (7.41%) JIRA
4 2 (2.47%) EasyMock
4 2 (2.47%) IntelliJ
4 2 (2.47%) JMeter
4 2 (2.47%) Selenium
4 2 (2.47%) Subversion
4 2 (2.47%) TeamCity
5 1 (1.23%) Ant
5 1 (1.23%) Eclipse
5 1 (1.23%) ERwin
5 1 (1.23%) GitLab
5 1 (1.23%) jMock
5 1 (1.23%) JUnit
5 1 (1.23%) Maven
5 1 (1.23%) Oracle APEX
5 1 (1.23%) TestNG
5 1 (1.23%) Vagrant
5 1 (1.23%) Visual Studio Team System
General
1 41 (50.62%) Finance
2 19 (23.46%) Banking
3 8 (9.88%) Investment Banking
4 3 (3.70%) Advertising
4 3 (3.70%) Publishing
5 2 (2.47%) Games
5 2 (2.47%) Marketing
6 1 (1.23%) Telecoms
Job Titles
1 39 (48.15%) Data Engineer
2 27 (33.33%) Big Data Engineer
2 27 (33.33%) Python Engineer
3 26 (32.10%) Developer
4 10 (12.35%) Java Developer
5 6 (7.41%) Full Stack Developer
6 5 (6.17%) Appian Developer
6 5 (6.17%) AWS Engineer
6 5 (6.17%) BPM Developer
6 5 (6.17%) PHP Developer
7 4 (4.94%) DevOps Engineer
8 3 (3.70%) Linux Engineer
9 2 (2.47%) .NET Developer
9 2 (2.47%) Administrator
9 2 (2.47%) Architect
9 2 (2.47%) Big Data Developer
9 2 (2.47%) Cloud Engineer
9 2 (2.47%) Consultant
9 2 (2.47%) Network Engineer
9 2 (2.47%) Server Engineer
Libraries, Frameworks & Software Standards
1 25 (30.86%) PySpark
2 15 (18.52%) HTML
3 13 (16.05%) Kafka
4 9 (11.11%) CSS
5 8 (9.88%) Java EE
6 7 (8.64%) AngularJS
6 7 (8.64%) REST
6 7 (8.64%) Spring
7 6 (7.41%) Apache NiFi
7 6 (7.41%) HTML5
7 6 (7.41%) Node.js
7 6 (7.41%) SOAP
8 5 (6.17%) CSS3
8 5 (6.17%) JSON
9 4 (4.94%) Hibernate
9 4 (4.94%) jQuery
9 4 (4.94%) LAMP
9 4 (4.94%) React
9 4 (4.94%) RESTful
9 4 (4.94%) Web Services
Miscellaneous
1 5 (6.17%) Analytical Skills
2 3 (3.70%) Cloud Native
2 3 (3.70%) Greenfield Project
2 3 (3.70%) User Experience
3 2 (2.47%) Enterprise Software
4 1 (1.23%) Data Centre
4 1 (1.23%) Linux Command Line
4 1 (1.23%) Public Cloud
Operating Systems
1 19 (23.46%) Linux
2 13 (16.05%) Unix
3 7 (8.64%) Windows
4 4 (4.94%) CentOS
4 4 (4.94%) Ubuntu
5 3 (3.70%) AIX
5 3 (3.70%) Red Hat Enterprise Linux
6 2 (2.47%) Solaris
7 1 (1.23%) Debian
7 1 (1.23%) Fedora
7 1 (1.23%) Oracle Linux
Processes & Methodologies
1 33 (40.74%) Data Science
2 30 (37.04%) Mentoring
3 28 (34.57%) Data Engineering
4 25 (30.86%) Coaching
4 25 (30.86%) Data Cleansing
5 21 (25.93%) Agile Software Development
6 15 (18.52%) DevOps
7 11 (13.58%) Analytics
8 10 (12.35%) Microservices
9 9 (11.11%) Migration
10 8 (9.88%) Fintech
10 8 (9.88%) Scrum
10 8 (9.88%) Web Development
11 7 (8.64%) Artificial Intelligence
12 6 (7.41%) BPMN
12 6 (7.41%) Computer Science
12 6 (7.41%) Kanban
12 6 (7.41%) Machine Learning
12 6 (7.41%) TDD
12 6 (7.41%) Test Automation
Programming Languages
1 45 (55.56%) Python
2 27 (33.33%) Java
3 18 (22.22%) JavaScript
4 14 (17.28%) SQL
5 9 (11.11%) Scala
6 7 (8.64%) Bash Shell
6 7 (8.64%) PHP
7 4 (4.94%) C#
7 4 (4.94%) Go
7 4 (4.94%) PowerShell
7 4 (4.94%) Ruby
8 3 (3.70%) TypeScript
9 2 (2.47%) Java 8
10 1 (1.23%) Apex Code
10 1 (1.23%) Perl
10 1 (1.23%) Shell Script
10 1 (1.23%) SOQL
10 1 (1.23%) SOSL
Qualifications
1 7 (8.64%) Degree
2 1 (1.23%) Computer Science Degree
2 1 (1.23%) Master's Degree
2 1 (1.23%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.23%) QA
System Software
1 15 (18.52%) Docker
2 2 (2.47%) ProxySG
3 1 (1.23%) HDFS
3 1 (1.23%) KVM
3 1 (1.23%) VirtualBox
3 1 (1.23%) VMware Infrastructure
3 1 (1.23%) Xen
Systems Management
1 8 (9.88%) Ansible
2 6 (7.41%) Terraform
3 5 (6.17%) Hadoop YARN
4 4 (4.94%) Kubernetes
4 4 (4.94%) Puppet
5 3 (3.70%) Opscode Chef
6 2 (2.47%) Packer
7 1 (1.23%) HAProxy
7 1 (1.23%) Oozie
7 1 (1.23%) Red Hat Spacewalk
7 1 (1.23%) Salt
Vendors
1 36 (44.44%) Google
2 8 (9.88%) Oracle
3 4 (4.94%) F5
3 4 (4.94%) IBM
3 4 (4.94%) Microsoft
3 4 (4.94%) Tableau
4 3 (3.70%) Atlassian
4 3 (3.70%) Salesforce.com
4 3 (3.70%) Zend
5 2 (2.47%) Adobe
5 2 (2.47%) Blue Coat
5 2 (2.47%) CheckPoint
5 2 (2.47%) Cisco
5 2 (2.47%) Databricks
5 2 (2.47%) Meraki
5 2 (2.47%) Red Hat
6 1 (1.23%) MuleSoft
6 1 (1.23%) Pega
6 1 (1.23%) SaltStack
6 1 (1.23%) StreamSets