Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 17 August 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 17 August 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
17 Aug 2019		 Same period 2018 Same period 2017
Rank 183 177 160
Rank change year-on-year -6 -17 -33
Contract jobs citing Apache 600 721 727
As % of all contract IT jobs advertised in London 1.50% 1.57% 1.70%
As % of the Application Platforms category 9.44% 9.03% 9.73%
Number of daily rates quoted 423 529 496
London median daily rate £525 £550 £525
Median daily rate % change year-on-year -4.55% +4.76% +7.69%
10th Percentile £413 £413 £377
90th Percentile £670 £700 £650
England median daily rate £513 £500 £488
% change year-on-year +2.50% +2.56% +8.33%
Number of hourly rates quoted 1 1 4
London median hourly rate £35.00 £15.50 £40.00
Median hourly rate % change year-on-year +125.81% -61.25% -
England median hourly rate £40.00 £22.75 £40.00
% change year-on-year +75.82% -43.13% +42.86%

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 6,356 7,982 7,473
As % of all contract IT jobs advertised in London 15.88% 17.40% 17.49%
Number of daily rates quoted 4,386 5,632 5,236
London median daily rate £510 £500 £475
Median daily rate % change year-on-year +2.00% +5.26% +5.56%
10th Percentile £306 £300 £300
90th Percentile £675 £650 £638
England median daily rate £475 £451 £450
% change year-on-year +5.44% +0.11% +5.88%
Number of hourly rates quoted 53 97 94
London median hourly rate £21.00 £21.50 £19.25
Median hourly rate % change year-on-year -2.33% +11.69% +9.62%
10th Percentile £15.37 £13.90 £12.75
90th Percentile £53.50 £57.50 £47.83
England median hourly rate £20.50 £21.00 £20.75
% change year-on-year -2.38% +1.20% +3.75%

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 17 August 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
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 17 August 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 +42 142 £525 - 36
East London +20 19 £575 +15.00% 8
West London +1 19 £575 +5.50% 22
South London +19 13 £477 -13.27% 2
North London -5 3 £483 -24.31% 4
Apache
England

For the 6 months to 17 August 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 (49.83%) Agile Software Development
2 274 (45.67%) Java
3 265 (44.17%) Python
4 244 (40.67%) Amazon AWS
5 233 (38.83%) Linux
6 204 (34.00%) Apache Spark
7 193 (32.17%) Big Data
8 179 (29.83%) Finance
9 159 (26.50%) DevOps
10 154 (25.67%) Git (software)
11 152 (25.33%) Google Cloud Platform
12 144 (24.00%) Docker
13 142 (23.67%) Scrum
13 142 (23.67%) SQL
14 129 (21.50%) Microsoft Azure
15 124 (20.67%) Kafka
16 123 (20.50%) Jenkins
17 120 (20.00%) Google
18 119 (19.83%) JavaScript
19 112 (18.67%) TDD
20 106 (17.67%) MySQL
21 102 (17.00%) Kubernetes
22 101 (16.83%) CSS
22 101 (16.83%) ETL
23 100 (16.67%) Data Science
24 90 (15.00%) Amazon S3
25 88 (14.67%) Scala
25 88 (14.67%) HTML
25 88 (14.67%) Unix
26 85 (14.17%) Hadoop

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
1 204 (34.00%) Apache Spark
2 79 (13.17%) Apache Airflow
3 62 (10.33%) Tomcat
4 49 (8.17%) nginx
5 48 (8.00%) Elasticsearch
6 44 (7.33%) Adobe Experience Manager
7 36 (6.00%) CMS
7 36 (6.00%) IIS
8 34 (5.67%) JBoss
9 27 (4.50%) Confluence
10 19 (3.17%) Apache Solr
11 16 (2.67%) WebLogic
12 15 (2.50%) Oracle Coherence
12 15 (2.50%) SharePoint
12 15 (2.50%) WebSphere
12 15 (2.50%) WordPress
13 13 (2.17%) MS Exchange
14 10 (1.67%) Appian
14 10 (1.67%) Jetty
15 6 (1.00%) Mongrel
Applications
1 7 (1.17%) Microsoft Excel
2 2 (0.33%) Microsoft PowerPoint
2 2 (0.33%) Microsoft Project
3 1 (0.17%) MS Visio
Business Applications
1 6 (1.00%) Adobe Campaign
2 5 (0.83%) SAP S/4HANA
3 4 (0.67%) Oracle BPM
3 4 (0.67%) SAP ERP
3 4 (0.67%) SAP Oil and Gas
4 3 (0.50%) Magento
5 1 (0.17%) assyst
5 1 (0.17%) Cognos Business Intelligence
5 1 (0.17%) Salesforce.com CRM
5 1 (0.17%) SAP BPC
5 1 (0.17%) WebTrends
Cloud Services
1 244 (40.67%) Amazon AWS
2 152 (25.33%) Google Cloud Platform
3 129 (21.50%) Microsoft Azure
4 90 (15.00%) Amazon S3
5 80 (13.33%) Amazon EC2
6 63 (10.50%) Serverless
7 52 (8.67%) AWS Lambda
8 46 (7.67%) AWS CloudFormation
9 40 (6.67%) Amazon SQS
10 39 (6.50%) Amazon CloudWatch
11 33 (5.50%) GitHub
12 30 (5.00%) Virtual Private Cloud
13 24 (4.00%) Amazon Glacier
13 24 (4.00%) AWS CloudTrail
14 22 (3.67%) Amazon ECS
15 19 (3.17%) AWS Elastic Beanstalk
16 18 (3.00%) npm
17 15 (2.50%) Amazon EMR
17 15 (2.50%) Office 365
18 14 (2.33%) Amazon Kinesis
Communications & Networking
1 47 (7.83%) HTTP
2 28 (4.67%) TCP/IP
3 17 (2.83%) DNS
4 12 (2.00%) Internet
5 11 (1.83%) SAN
6 10 (1.67%) SSL
7 9 (1.50%) VPN
8 8 (1.33%) Firewall
9 7 (1.17%) SMTP
10 6 (1.00%) AMQP
10 6 (1.00%) FTP
10 6 (1.00%) IPsec
10 6 (1.00%) Kerberos
11 5 (0.83%) DHCP
11 5 (0.83%) Network Security
11 5 (0.83%) OpenLDAP
11 5 (0.83%) Reverse Proxy
12 4 (0.67%) IMAP
12 4 (0.67%) VLAN
13 3 (0.50%) SSH
Database & Business Intelligence
1 193 (32.17%) Big Data
2 106 (17.67%) MySQL
3 85 (14.17%) Hadoop
4 73 (12.17%) SQL Server
5 69 (11.50%) NoSQL
6 65 (10.83%) MongoDB
6 65 (10.83%) PostgreSQL
7 63 (10.50%) Relational Database
8 58 (9.67%) Amazon RDS
9 55 (9.17%) BigQuery
10 41 (6.83%) Apache Cassandra
11 40 (6.67%) Data Warehouse
12 35 (5.83%) RDBMS
13 29 (4.83%) Amazon Redshift
13 29 (4.83%) Apache Hive
14 27 (4.50%) HBase
15 15 (2.50%) Data Lake
16 14 (2.33%) Parquet
17 13 (2.17%) Neo4j
17 13 (2.17%) Redis
Development Applications
1 154 (25.67%) Git (software)
2 123 (20.50%) Jenkins
3 60 (10.00%) JIRA
4 46 (7.67%) Mockito
5 38 (6.33%) JUnit
6 31 (5.17%) Selenium
6 31 (5.17%) Subversion
7 29 (4.83%) Maven
8 27 (4.50%) gulp
9 18 (3.00%) Cucumber
10 17 (2.83%) EasyMock
10 17 (2.83%) Mercurial
11 14 (2.33%) Grunt
12 13 (2.17%) CircleCI
13 10 (1.67%) Bitbucket
13 10 (1.67%) GitLab
14 9 (1.50%) Ant
14 9 (1.50%) JMeter
15 8 (1.33%) Atlassian Bamboo
16 7 (1.17%) Eclipse
General
1 179 (29.83%) Finance
2 61 (10.17%) Banking
3 36 (6.00%) Marketing
4 28 (4.67%) Investment Banking
5 23 (3.83%) Legal
6 12 (2.00%) Front Office
6 12 (2.00%) Publishing
6 12 (2.00%) Retail
7 9 (1.50%) Law
8 8 (1.33%) Advertising
8 8 (1.33%) Financial Institution
9 7 (1.17%) Telecoms
10 5 (0.83%) Games
11 4 (0.67%) Manufacturing
12 2 (0.33%) Aerospace
12 2 (0.33%) Back Office
12 2 (0.33%) Electronics
13 1 (0.17%) Corporate Banking
13 1 (0.17%) Retail Banking
13 1 (0.17%) Social Science
Job Titles
1 244 (40.67%) Developer
2 150 (25.00%) Data Engineer
3 115 (19.17%) Java Developer
4 77 (12.83%) Python Engineer
5 50 (8.33%) Big Data Engineer
6 46 (7.67%) AWS Engineer
7 42 (7.00%) Senior Developer
8 38 (6.33%) DevOps Engineer
9 30 (5.00%) Java Engineer
10 25 (4.17%) AWS Developer
11 24 (4.00%) Senior Java Developer
12 23 (3.83%) Architect
13 21 (3.50%) Python Developer
13 21 (3.50%) Software Engineer
14 20 (3.33%) Full Stack Developer
14 20 (3.33%) Senior Data Engineer
15 19 (3.17%) AWS Software Engineer
16 18 (3.00%) Cloud Engineer
16 18 (3.00%) Developer/Software Engineer
16 18 (3.00%) Java J2EE Software Engineer
Libraries, Frameworks & Software Standards
1 124 (20.67%) Kafka
2 101 (16.83%) CSS
3 88 (14.67%) HTML
4 76 (12.67%) REST
5 67 (11.17%) jQuery
5 67 (11.17%) Web Services
6 64 (10.67%) PySpark
7 63 (10.50%) Spring
8 61 (10.17%) AngularJS
8 61 (10.17%) XML
9 55 (9.17%) JSON
10 52 (8.67%) SOAP
11 49 (8.17%) HTML5
12 48 (8.00%) Node.js
13 47 (7.83%) Apache Beam
14 40 (6.67%) Apache NiFi
15 39 (6.50%) CSS3
16 38 (6.33%) J2EE
17 27 (4.50%) JMS
18 26 (4.33%) Spring Boot
Miscellaneous
1 34 (5.67%) Virtual Team
2 30 (5.00%) Mobile App
3 26 (4.33%) Analytical Skills
4 23 (3.83%) Data Structures
5 22 (3.67%) Social Media
6 21 (3.50%) PKI
7 20 (3.33%) Greenfield Project
7 20 (3.33%) User Experience
8 17 (2.83%) Cloud Native
8 17 (2.83%) Self-Motivation
9 16 (2.67%) Data Centre
10 15 (2.50%) Algorithms
11 14 (2.33%) Public Cloud
12 13 (2.17%) Market Risk
12 13 (2.17%) Private Cloud
13 11 (1.83%) Linux Command Line
14 10 (1.67%) Management Information System
15 9 (1.50%) Data Protection Act
16 8 (1.33%) Credit Risk
16 8 (1.33%) Grid Computing
Operating Systems
1 233 (38.83%) Linux
2 88 (14.67%) Unix
3 48 (8.00%) Windows
4 30 (5.00%) Ubuntu
5 26 (4.33%) Red Hat Enterprise Linux
6 19 (3.17%) Windows Server
7 18 (3.00%) CentOS
8 9 (1.50%) AIX
9 7 (1.17%) Solaris
10 4 (0.67%) HPUX
11 3 (0.50%) Windows Server 2008
12 2 (0.33%) Apple iOS
12 2 (0.33%) Debian
12 2 (0.33%) Fedora
13 1 (0.17%) Android
13 1 (0.17%) Oracle Linux
13 1 (0.17%) SUSE
13 1 (0.17%) VMS
13 1 (0.17%) Windows 10
13 1 (0.17%) Windows Server 2012
Processes & Methodologies
1 299 (49.83%) Agile Software Development
2 159 (26.50%) DevOps
3 142 (23.67%) Scrum
4 112 (18.67%) TDD
5 101 (16.83%) ETL
6 100 (16.67%) Data Science
7 85 (14.17%) Microservices
8 81 (13.50%) Continuous Integration
9 76 (12.67%) Data Engineering
10 73 (12.17%) Mentoring
11 70 (11.67%) Migration
12 65 (10.83%) Test Automation
13 63 (10.50%) Coaching
14 61 (10.17%) Data Cleansing
14 61 (10.17%) Data Modelling
15 60 (10.00%) Analytics
16 54 (9.00%) Software Engineering
17 53 (8.83%) Problem-Solving
18 49 (8.17%) Machine Learning
19 48 (8.00%) Open Source
Programming Languages
1 274 (45.67%) Java
2 265 (44.17%) Python
3 142 (23.67%) SQL
4 119 (19.83%) JavaScript
5 88 (14.67%) Scala
6 83 (13.83%) Bash Shell
7 73 (12.17%) Java 8
8 32 (5.33%) Ruby
9 31 (5.17%) PHP
10 30 (5.00%) PowerShell
11 25 (4.17%) C#
12 19 (3.17%) Perl
13 18 (3.00%) ES6
14 16 (2.67%) Go
15 15 (2.50%) TypeScript
16 14 (2.33%) Shell Script
17 12 (2.00%) C++
18 10 (1.67%) Groovy
19 6 (1.00%) PL/SQL
19 6 (1.00%) R
Qualifications
1 45 (7.50%) Security Cleared
2 35 (5.83%) SC Cleared
3 28 (4.67%) Degree
4 12 (2.00%) CTC Cleared
5 11 (1.83%) Computer Science Degree
5 11 (1.83%) Master's Degree
6 7 (1.17%) AWS Certification
7 6 (1.00%) DV Cleared
8 5 (0.83%) PhD
9 1 (0.17%) BPSS Clearance
9 1 (0.17%) CCNA
9 1 (0.17%) Cisco Certification
9 1 (0.17%) Microsoft Certification
9 1 (0.17%) Numerate Degree
9 1 (0.17%) TOGAF Certification
Quality Assurance & Compliance
1 39 (6.50%) QA
2 24 (4.00%) Data Quality
3 3 (0.50%) MiFID
4 2 (0.33%) EMIR
5 1 (0.17%) SLA
System Software
1 144 (24.00%) Docker
2 21 (3.50%) Active Directory
3 15 (2.50%) HDFS
4 11 (1.83%) Shibboleth
5 10 (1.67%) VMware ESXi
5 10 (1.67%) VMware Infrastructure
5 10 (1.67%) VMware NSX
6 6 (1.00%) Xen
7 5 (0.83%) Varnish
8 4 (0.67%) Citrix Hypervisor
8 4 (0.67%) NFS
8 4 (0.67%) Samba
8 4 (0.67%) Sendmail
8 4 (0.67%) XenApp
9 3 (0.50%) KVM
9 3 (0.50%) Virtual Machines
9 3 (0.50%) XenDesktop
10 2 (0.33%) ProxySG
10 2 (0.33%) VirtualBox
11 1 (0.17%) LXC
Systems Management
1 102 (17.00%) Kubernetes
2 84 (14.00%) Terraform
3 83 (13.83%) Ansible
4 40 (6.67%) Puppet
5 27 (4.50%) Opscode Chef
6 24 (4.00%) Hadoop YARN
7 18 (3.00%) Single Sign-On
8 15 (2.50%) Packer
9 11 (1.83%) SCCM
10 10 (1.67%) WSUS
11 7 (1.17%) HAProxy
12 6 (1.00%) Consul
13 3 (0.50%) Grafana
13 3 (0.50%) ITRS Geneos
13 3 (0.50%) Kibana
13 3 (0.50%) Mesos
13 3 (0.50%) Nessus
13 3 (0.50%) Oozie
13 3 (0.50%) Salt
14 2 (0.33%) ZABBIX
Vendors
1 120 (20.00%) Google
2 82 (13.67%) Oracle
3 42 (7.00%) Adobe
4 39 (6.50%) Microsoft
5 26 (4.33%) Databricks
5 26 (4.33%) VMware
6 25 (4.17%) Tableau
7 23 (3.83%) Red Hat
8 21 (3.50%) Atlassian
9 14 (2.33%) Splunk
10 12 (2.00%) IBM
10 12 (2.00%) Sybase
11 9 (1.50%) Sony
12 8 (1.33%) Rackspace
12 8 (1.33%) SAP
13 7 (1.17%) Alteryx
14 6 (1.00%) F5
14 6 (1.00%) Facebook
14 6 (1.00%) Informatica
14 6 (1.00%) Twitter