Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 9 April 2020

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 9 April 2020 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
9 Apr 2020		 Same period 2019 Same period 2018
Rank 255 190 190
Rank change year-on-year -65 0 -39
Contract jobs citing Apache 220 645 702
As % of all contract jobs advertised in London 0.89% 1.51% 1.52%
As % of the Application Platforms category 5.90% 9.26% 8.77%
Number of daily rates quoted 161 462 524
Median daily rate £543 £550 £511
Median daily rate % change year-on-year -1.36% +7.58% +2.25%
10th Percentile £375 £400 £413
90th Percentile £700 £700 £663
England median daily rate £525 £525 £500
% change year-on-year - +5.00% +5.26%
Number of hourly rates quoted 0 2 2
Median hourly rate - £28.75 £57.25
Median hourly rate % change year-on-year - -49.78% -10.20%
England median hourly rate £14.00 £35.00 £65.00
% change year-on-year -60.00% -46.15% +1.96%

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 3,730 6,965 8,004
As % of all contract IT jobs advertised in London 15.06% 16.32% 17.32%
Number of daily rates quoted 2,492 4,865 5,758
Median daily rate £500 £525 £500
Median daily rate % change year-on-year -4.76% +5.00% +7.64%
10th Percentile £300 £313 £300
90th Percentile £675 £675 £650
England median daily rate £463 £475 £455
% change year-on-year -2.63% +4.40% +7.06%
Number of hourly rates quoted 58 48 80
Median hourly rate £29.28 £31.92 £21.13
Median hourly rate % change year-on-year -8.29% +51.11% +11.18%
10th Percentile £15.25 £18.59 £13.00
90th Percentile £43.11 £50.73 £48.42
Median hourly rate £21.50 £18.76 £19.00
% change year-on-year +14.61% -1.26% -5.00%

Apache
Job Vacancy Trend in London

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

Job vacancy trend for Apache in London

Apache
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Apache in London.

Daily rate trend for Apache in London

Apache
Daily Rate Histogram in London

Daily rate distribution for jobs citing Apache in London over the 6 months to 9 April 2020.

Daily rate histogram for Apache in London

Apache
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Apache in London.

Hourly rate trend 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 9 April 2020. 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 -15 35 £500 -4.76% 28
South London +49 15 £488 -7.14% 10
West London +31 13 £538 -6.52% 4
East London +35 8 £500 -4.76% 3
North London +13 2 - - 1
Apache
England

For the 6 months to 9 April 2020, 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.

1 104 (47.27%) Java
2 84 (38.18%) Agile Software Development
3 67 (30.45%) Apache Spark
4 64 (29.09%) Git (software)
5 61 (27.73%) Linux
6 59 (26.82%) AWS
6 59 (26.82%) Big Data
7 56 (25.45%) Jenkins
8 54 (24.55%) SQL
9 51 (23.18%) Python
9 51 (23.18%) DevOps
10 50 (22.73%) JavaScript
10 50 (22.73%) Docker
11 46 (20.91%) Oracle
12 43 (19.55%) Tomcat
12 43 (19.55%) Kafka
13 42 (19.09%) Spring
14 41 (18.64%) Kubernetes
15 40 (18.18%) Finance
16 38 (17.27%) Windows
16 38 (17.27%) SQL Server
17 35 (15.91%) REST
18 34 (15.45%) NoSQL
18 34 (15.45%) Azure
18 34 (15.45%) HTML
18 34 (15.45%) Banking
18 34 (15.45%) GCP
19 33 (15.00%) MySQL
20 31 (14.09%) Web Services
20 31 (14.09%) SOAP

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 67 (30.45%) Apache Spark
2 43 (19.55%) Tomcat
3 26 (11.82%) Apache Airflow
4 21 (9.55%) WebLogic
5 15 (6.82%) IIS
6 14 (6.36%) JBoss
6 14 (6.36%) WebSphere
7 13 (5.91%) nginx
8 12 (5.45%) Oracle SOA Suite
9 11 (5.00%) Elasticsearch
10 7 (3.18%) Cloud Foundry
10 7 (3.18%) Jetty
11 6 (2.73%) Confluence
12 3 (1.36%) Jupyter
12 3 (1.36%) Oracle Coherence
12 3 (1.36%) WildFly
13 2 (0.91%) Apache Pig
13 2 (0.91%) Appian
13 2 (0.91%) Exchange Server 2010
13 2 (0.91%) WordPress
Applications
1 1 (0.45%) Microsoft Office
1 1 (0.45%) MS Visio
Business Applications
1 3 (1.36%) Oracle ERP
2 2 (0.91%) Distributed Ledger
2 2 (0.91%) Oracle EBS
3 1 (0.45%) Oracle Cash Management
Cloud Services
1 59 (26.82%) AWS
2 34 (15.45%) Azure
2 34 (15.45%) GCP
3 12 (5.45%) OpenShift
4 10 (4.55%) GitHub
5 9 (4.09%) Serverless
6 8 (3.64%) SaaS
7 7 (3.18%) Amazon Kinesis
7 7 (3.18%) AWS Lambda
7 7 (3.18%) PaaS
8 5 (2.27%) Amazon EC2
8 5 (2.27%) AWS CloudFormation
8 5 (2.27%) IaaS
8 5 (2.27%) Slack
9 4 (1.82%) Amazon S3
9 4 (1.82%) IBM Cloud
9 4 (1.82%) Office 365
10 3 (1.36%) Amazon SageMaker
10 3 (1.36%) Amazon SQS
10 3 (1.36%) Cloud Computing
Communications & Networking
1 24 (10.91%) HTTP
2 18 (8.18%) TCP/IP
3 16 (7.27%) Firewall
4 13 (5.91%) SSL
5 11 (5.00%) DNS
5 11 (5.00%) Internet
6 9 (4.09%) Kerberos
7 8 (3.64%) Network Security
8 7 (3.18%) DHCP
9 4 (1.82%) DMZ
9 4 (1.82%) Extranet
9 4 (1.82%) HTTPS
9 4 (1.82%) Intranet
9 4 (1.82%) SMTP
9 4 (1.82%) VPN
10 3 (1.36%) Reverse Proxy
10 3 (1.36%) Skype
11 2 (0.91%) SAN
11 2 (0.91%) VLAN
12 1 (0.45%) SSH
Database & Business Intelligence
1 59 (26.82%) Big Data
2 38 (17.27%) SQL Server
3 34 (15.45%) NoSQL
4 33 (15.00%) MySQL
5 27 (12.27%) Hadoop
6 23 (10.45%) BigQuery
7 18 (8.18%) Apache Cassandra
8 15 (6.82%) Bigtable
8 15 (6.82%) MongoDB
9 13 (5.91%) Flink
10 12 (5.45%) Cloud Spanner
10 12 (5.45%) Relational Database
10 12 (5.45%) SQL Server 2012
11 10 (4.55%) HBase
12 9 (4.09%) Apache Hive
12 9 (4.09%) Apache Ignite
12 9 (4.09%) Data Warehouse
13 8 (3.64%) Amazon Redshift
14 7 (3.18%) RDBMS
15 6 (2.73%) PostgreSQL
Development Applications
1 64 (29.09%) Git (software)
2 56 (25.45%) Jenkins
3 23 (10.45%) JUnit
4 19 (8.64%) JIRA
5 18 (8.18%) Maven
6 14 (6.36%) Mockito
7 13 (5.91%) SoapUI
8 12 (5.45%) Postman
9 11 (5.00%) Selenium
10 10 (4.55%) Subversion
11 9 (4.09%) Bitbucket
12 8 (3.64%) TeamCity
13 7 (3.18%) Cucumber
13 7 (3.18%) Gradle
13 7 (3.18%) Team Foundation Server
14 6 (2.73%) Eclipse
15 5 (2.27%) webpack
16 4 (1.82%) Artifactory
16 4 (1.82%) Mocha
17 3 (1.36%) WebDriver
General
1 40 (18.18%) Finance
2 34 (15.45%) Banking
3 14 (6.36%) Public Sector
4 11 (5.00%) Front Office
4 11 (5.00%) Investment Banking
5 9 (4.09%) Retail
6 6 (2.73%) Legal
7 5 (2.27%) Back Office
7 5 (2.27%) Telecoms
8 4 (1.82%) Pharmaceutical
8 4 (1.82%) Publishing
9 3 (1.36%) Marketing
10 1 (0.45%) Law
10 1 (0.45%) Local Government
Job Titles
1 87 (39.55%) Developer
2 40 (18.18%) Java Developer
3 33 (15.00%) Data Engineer
4 22 (10.00%) Big Data Engineer
5 19 (8.64%) DevOps Engineer
6 16 (7.27%) Architect
7 15 (6.82%) Java Engineer
7 15 (6.82%) Senior Developer
8 12 (5.45%) Senior Java Developer
8 12 (5.45%) Software Engineer
9 10 (4.55%) AWS Engineer
10 9 (4.09%) Full Stack Developer
10 9 (4.09%) Java Software Engineer
10 9 (4.09%) PHP Developer
11 8 (3.64%) Agile Developer
11 8 (3.64%) Agile Java Developer
11 8 (3.64%) Big Data Developer
12 7 (3.18%) Cloud Engineer
12 7 (3.18%) Data Scientist
12 7 (3.18%) Scala Developer
Libraries, Frameworks & Software Standards
1 43 (19.55%) Kafka
2 42 (19.09%) Spring
3 35 (15.91%) REST
4 34 (15.45%) HTML
5 31 (14.09%) SOAP
5 31 (14.09%) Web Services
6 30 (13.64%) Apache Beam
7 26 (11.82%) CSS
7 26 (11.82%) JSON
8 23 (10.45%) XML
9 22 (10.00%) .NET
10 17 (7.73%) React
11 16 (7.27%) XSLT
12 15 (6.82%) AngularJS
12 15 (6.82%) HTML5
12 15 (6.82%) LAMP
12 15 (6.82%) RESTful
13 12 (5.45%) jQuery
13 12 (5.45%) Node.js
14 11 (5.00%) Oracle Fusion
Miscellaneous
1 13 (5.91%) Analytical Skills
2 10 (4.55%) Credit Risk
3 8 (3.64%) Management Information System
3 8 (3.64%) Public Cloud
4 7 (3.18%) N-Tier
5 6 (2.73%) Algorithms
5 6 (2.73%) Cloud Native
5 6 (2.73%) Data Centre
6 5 (2.27%) Foreign Exchange (FX)
6 5 (2.27%) Greenfield Project
6 5 (2.27%) Market Risk
6 5 (2.27%) PKI
6 5 (2.27%) Taxonomies
7 4 (1.82%) Life Science
7 4 (1.82%) Linux Command Line
8 3 (1.36%) Enterprise Software
8 3 (1.36%) Mobile App
8 3 (1.36%) Virtual Team
9 2 (0.91%) Client/Server
9 2 (0.91%) Clustering
Operating Systems
1 61 (27.73%) Linux
2 38 (17.27%) Windows
3 24 (10.91%) Unix
4 8 (3.64%) Windows Server
5 7 (3.18%) Red Hat Enterprise Linux
6 4 (1.82%) Windows Server 2008
7 2 (0.91%) Android
7 2 (0.91%) Debian
7 2 (0.91%) Ubuntu
7 2 (0.91%) Windows 10
7 2 (0.91%) Windows Server 2012
7 2 (0.91%) Windows Server 2016
8 1 (0.45%) Apple iOS
8 1 (0.45%) CentOS
8 1 (0.45%) FreeBSD
8 1 (0.45%) Mac OS X
8 1 (0.45%) Windows Server 2003
Processes & Methodologies
1 84 (38.18%) Agile Software Development
2 51 (23.18%) DevOps
3 27 (12.27%) Scrum
3 27 (12.27%) TDD
4 26 (11.82%) Software Engineering
4 26 (11.82%) Test Automation
5 25 (11.36%) Data Science
6 23 (10.45%) Continuous Integration
7 19 (8.64%) SOA
7 19 (8.64%) Unit Testing
8 18 (8.18%) Analytics
9 17 (7.73%) Multithreading
10 16 (7.27%) Machine Learning
11 15 (6.82%) E-Commerce
11 15 (6.82%) Kanban
11 15 (6.82%) Microservices
12 14 (6.36%) Computer Science
12 14 (6.36%) Migration
13 13 (5.91%) BDD
13 13 (5.91%) Root Cause Analysis
Programming Languages
1 104 (47.27%) Java
2 54 (24.55%) SQL
3 51 (23.18%) Python
4 50 (22.73%) JavaScript
5 23 (10.45%) Scala
6 15 (6.82%) PHP
6 15 (6.82%) PL/SQL
7 11 (5.00%) Bash Shell
8 9 (4.09%) C#
8 9 (4.09%) Ruby
9 7 (3.18%) Java 8
9 7 (3.18%) PowerShell
10 6 (2.73%) Clojure
10 6 (2.73%) Go
11 5 (2.27%) R
11 5 (2.27%) Shell Script
11 5 (2.27%) T-SQL
12 4 (1.82%) SPARQL
13 3 (1.36%) C
13 3 (1.36%) SHACL
Qualifications
1 22 (10.00%) Security Cleared
2 21 (9.55%) SC Cleared
3 7 (3.18%) Degree
4 2 (0.91%) Computer Science Degree
4 2 (0.91%) DV Cleared
4 2 (0.91%) MCSA
4 2 (0.91%) MCSE
4 2 (0.91%) Microsoft Certification
4 2 (0.91%) VMware Certified Professional (VCP)
5 1 (0.45%) AWS Certification
5 1 (0.45%) BPSS Clearance
5 1 (0.45%) CCIE
5 1 (0.45%) CCNA
5 1 (0.45%) Cisco Certification
5 1 (0.45%) ITIL Certification
5 1 (0.45%) Master's Degree
5 1 (0.45%) PhD
Quality Assurance & Compliance
1 6 (2.73%) Data Quality
1 6 (2.73%) QA
2 1 (0.45%) COBIT
2 1 (0.45%) Disclosure Scotland
2 1 (0.45%) ISO/IEC 27001
2 1 (0.45%) PCI DSS
2 1 (0.45%) Sarbanes-Oxley
2 1 (0.45%) SLA
2 1 (0.45%) WCAG
System Software
1 50 (22.73%) Docker
2 9 (4.09%) Active Directory
3 6 (2.73%) Oracle RAC
4 5 (2.27%) GridGain
5 3 (1.36%) HDFS
5 3 (1.36%) Virtual Servers
5 3 (1.36%) VMware Infrastructure
6 2 (0.91%) VMware ESXi
6 2 (0.91%) XenApp
7 1 (0.45%) IAG
7 1 (0.45%) iptables
7 1 (0.45%) NFS
7 1 (0.45%) OpenIDM
7 1 (0.45%) Varnish
7 1 (0.45%) VirtualBox
7 1 (0.45%) vSphere
Systems Management
1 41 (18.64%) Kubernetes
2 21 (9.55%) Terraform
3 19 (8.64%) Ansible
4 8 (3.64%) Opscode Chef
4 8 (3.64%) Puppet
5 5 (2.27%) Kibana
5 5 (2.27%) logstash
5 5 (2.27%) Single Sign-On
6 3 (1.36%) Grafana
6 3 (1.36%) Nessus
7 2 (0.91%) Backup Exec
7 2 (0.91%) Hadoop YARN
7 2 (0.91%) Microsoft Clustering
7 2 (0.91%) Microsoft Intune
7 2 (0.91%) Nagios
7 2 (0.91%) vMotion
7 2 (0.91%) WSUS
8 1 (0.45%) HP Fortify
8 1 (0.45%) Oozie
8 1 (0.45%) Salt
Vendors
1 46 (20.91%) Oracle
2 29 (13.18%) Google
2 29 (13.18%) Microsoft
3 17 (7.73%) IBM
4 10 (4.55%) Confluent
4 10 (4.55%) Sybase
5 7 (3.18%) Red Hat
5 7 (3.18%) Splunk
5 7 (3.18%) VMware
6 6 (2.73%) Tableau
7 5 (2.27%) SAP
8 4 (1.82%) AppDynamics
8 4 (1.82%) MapR
8 4 (1.82%) webMethods
9 3 (1.36%) Birst
9 3 (1.36%) Cisco
9 3 (1.36%) CyberArk
9 3 (1.36%) New Relic
10 2 (0.91%) Citrix
10 2 (0.91%) NetApp