Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 12 December 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 12 December 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
12 Dec 2019		 Same period 2018 Same period 2017
Rank 229 186 185
Rank change year-on-year -43 -1 -67
Contract jobs citing Apache 375 719 732
As % of all contract IT jobs advertised in London 1.10% 1.53% 1.54%
As % of the Application Platforms category 7.32% 8.81% 9.01%
Number of daily rates quoted 284 521 538
London median daily rate £564 £575 £513
Median daily rate % change year-on-year -1.96% +12.20% +7.89%
10th Percentile £413 £413 £363
90th Percentile £675 £700 £638
England median daily rate £525 £513 £488
% change year-on-year +2.44% +5.13% +8.33%
Number of hourly rates quoted 0 0 7
London median hourly rate - - £32.00
England median hourly rate £14.00 £44.58 £28.25
% change year-on-year -68.59% +57.80% +0.89%

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 5,123 8,159 8,124
As % of all contract IT jobs advertised in London 15.06% 17.34% 17.08%
Number of daily rates quoted 3,590 5,739 5,847
London median daily rate £500 £500 £500
10th Percentile £280 £305 £300
90th Percentile £675 £675 £650
England median daily rate £450 £475 £450
% change year-on-year -5.26% +5.56% +5.88%
Number of hourly rates quoted 62 94 104
London median hourly rate £23.75 £23.92 £20.71
Median hourly rate % change year-on-year -0.70% +15.52% +16.65%
10th Percentile £15.25 £13.23 £12.50
90th Percentile £49.86 £57.50 £47.83
England median hourly rate £20.50 £21.50 £20.00
% change year-on-year -4.65% +7.50% -

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 12 December 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 12 December 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 +5 61 £513 -10.09% 32
South London +51 24 £610 +10.91% 8
East London +30 16 £575 +6.98% 18
West London +15 16 £550 -1.35% 15
North London +1 1 £400 - 1
Apache
England

For the 6 months to 12 December 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.

1 183 (48.80%) Java
2 165 (44.00%) Agile Software Development
3 131 (34.93%) Python
4 118 (31.47%) Apache Spark
5 111 (29.60%) AWS
6 90 (24.00%) Kafka
7 88 (23.47%) DevOps
7 88 (23.47%) Linux
8 81 (21.60%) GCP
9 78 (20.80%) Docker
10 76 (20.27%) Git (software)
11 75 (20.00%) Big Data
12 74 (19.73%) Google
12 74 (19.73%) Scrum
13 72 (19.20%) Finance
14 70 (18.67%) JavaScript
15 66 (17.60%) Spring
16 65 (17.33%) TDD
16 65 (17.33%) SQL
17 61 (16.27%) Jenkins
18 60 (16.00%) Unix
18 60 (16.00%) REST
19 56 (14.93%) Scala
20 55 (14.67%) Apache Beam
21 54 (14.40%) BigQuery
21 54 (14.40%) Test Automation
21 54 (14.40%) ETL
22 53 (14.13%) NoSQL
23 52 (13.87%) MySQL
24 51 (13.60%) Kubernetes

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
1 118 (31.47%) Apache Spark
2 44 (11.73%) Tomcat
3 36 (9.60%) JBoss
4 34 (9.07%) Apache Airflow
5 33 (8.80%) IIS
6 29 (7.73%) Elasticsearch
7 28 (7.47%) nginx
8 15 (4.00%) WebLogic
9 10 (2.67%) CMS
9 10 (2.67%) Jetty
10 9 (2.40%) Adobe Experience Manager
10 9 (2.40%) Appian
10 9 (2.40%) WebSphere
11 8 (2.13%) Oracle SOA Suite
12 7 (1.87%) Apache Solr
12 7 (1.87%) WordPress
13 6 (1.60%) Confluence
14 5 (1.33%) Cloud Foundry
14 5 (1.33%) Luigi
15 4 (1.07%) Drupal
Applications
1 6 (1.60%) Microsoft Excel
2 1 (0.27%) MS Visio
Business Applications
1 3 (0.80%) Distributed Ledger
1 3 (0.80%) Magento
1 3 (0.80%) Oracle BPM
2 2 (0.53%) Adobe Campaign
3 1 (0.27%) Cognos Business Intelligence
3 1 (0.27%) Oracle Cash Management
3 1 (0.27%) SAP BPC
3 1 (0.27%) SAP S/4HANA
3 1 (0.27%) WebTrends
Cloud Services
1 111 (29.60%) AWS
2 81 (21.60%) GCP
3 47 (12.53%) Azure
4 22 (5.87%) GitHub
5 19 (5.07%) Serverless
6 17 (4.53%) AWS Lambda
7 14 (3.73%) OpenShift
8 13 (3.47%) Amazon S3
9 11 (2.93%) Amazon EMR
9 11 (2.93%) Amazon Kinesis
10 10 (2.67%) Amazon EC2
11 8 (2.13%) Amazon CloudWatch
12 7 (1.87%) Amazon ECS
13 6 (1.60%) Amazon SQS
13 6 (1.60%) AWS CloudFormation
13 6 (1.60%) Azure Data Factory
13 6 (1.60%) Cloud Computing
13 6 (1.60%) SaaS
14 5 (1.33%) CloudFront
14 5 (1.33%) Route 53
Communications & Networking
1 41 (10.93%) HTTP
2 27 (7.20%) TCP/IP
3 17 (4.53%) Internet
4 10 (2.67%) DNS
5 9 (2.40%) Firewall
6 8 (2.13%) Kerberos
7 6 (1.60%) Reverse Proxy
7 6 (1.60%) SSL
8 5 (1.33%) Network Security
8 5 (1.33%) SMTP
8 5 (1.33%) VLAN
9 4 (1.07%) HTTPS
9 4 (1.07%) Wireshark
10 3 (0.80%) Cisco IOS
10 3 (0.80%) DHCP
11 2 (0.53%) FTP
11 2 (0.53%) Intranet
11 2 (0.53%) IPsec
11 2 (0.53%) SSH
11 2 (0.53%) VPN
Database & Business Intelligence
1 75 (20.00%) Big Data
2 54 (14.40%) BigQuery
3 53 (14.13%) NoSQL
4 52 (13.87%) MySQL
5 47 (12.53%) Hadoop
6 41 (10.93%) SQL Server
7 40 (10.67%) Apache Cassandra
8 35 (9.33%) MongoDB
9 34 (9.07%) Relational Database
10 28 (7.47%) PostgreSQL
11 24 (6.40%) Data Warehouse
12 23 (6.13%) RDBMS
13 15 (4.00%) Apache Hive
14 12 (3.20%) HBase
15 11 (2.93%) Amazon Redshift
15 11 (2.93%) SQL Server 2012
16 8 (2.13%) Apache Ignite
16 8 (2.13%) Bigtable
16 8 (2.13%) Data Lake
16 8 (2.13%) Redis
Development Applications
1 76 (20.27%) Git (software)
2 61 (16.27%) Jenkins
3 42 (11.20%) JUnit
4 33 (8.80%) Mockito
5 24 (6.40%) JIRA
6 17 (4.53%) Maven
7 14 (3.73%) Cucumber
8 13 (3.47%) Selenium
8 13 (3.47%) Subversion
9 12 (3.20%) Gradle
10 10 (2.67%) Bitbucket
11 8 (2.13%) webpack
12 6 (1.60%) gulp
13 5 (1.33%) CircleCI
13 5 (1.33%) EasyMock
13 5 (1.33%) Eclipse
14 4 (1.07%) IntelliJ
14 4 (1.07%) Mocha
14 4 (1.07%) ProC
14 4 (1.07%) Team Foundation Server
General
1 72 (19.20%) Finance
2 43 (11.47%) Banking
3 17 (4.53%) Legal
4 12 (3.20%) Investment Banking
5 9 (2.40%) Front Office
5 9 (2.40%) Marketing
5 9 (2.40%) Retail
6 5 (1.33%) Advertising
6 5 (1.33%) Games
6 5 (1.33%) Telecoms
7 4 (1.07%) Publishing
8 3 (0.80%) Public Sector
9 1 (0.27%) Aerospace
9 1 (0.27%) Back Office
9 1 (0.27%) Corporate Banking
9 1 (0.27%) Pharmaceutical
9 1 (0.27%) Retail Banking
Job Titles
1 145 (38.67%) Developer
2 81 (21.60%) Data Engineer
3 69 (18.40%) Java Developer
4 29 (7.73%) DevOps Engineer
5 28 (7.47%) Senior Developer
6 27 (7.20%) AWS Engineer
7 26 (6.93%) Python Engineer
8 24 (6.40%) Senior Data Engineer
9 21 (5.60%) Full Stack Developer
10 20 (5.33%) Agile Developer
10 20 (5.33%) Agile Java Developer
10 20 (5.33%) Senior Java Developer
11 19 (5.07%) Big Data Engineer
11 19 (5.07%) Java Engineer
12 18 (4.80%) Architect
13 17 (4.53%) Consultant
14 16 (4.27%) Cloud Engineer
14 16 (4.27%) Python Developer
15 15 (4.00%) AWS DevOps
16 13 (3.47%) AWS Developer
Libraries, Frameworks & Software Standards
1 90 (24.00%) Kafka
2 66 (17.60%) Spring
3 60 (16.00%) REST
4 55 (14.67%) Apache Beam
5 50 (13.33%) HTML
6 46 (12.27%) Web Services
7 39 (10.40%) CSS
8 34 (9.07%) AngularJS
9 32 (8.53%) Node.js
10 29 (7.73%) React
11 28 (7.47%) HTML5
12 27 (7.20%) LAMP
13 25 (6.67%) SOAP
14 21 (5.60%) CSS3
15 20 (5.33%) Guice
16 19 (5.07%) PySpark
16 19 (5.07%) XML
17 18 (4.80%) jQuery
17 18 (4.80%) JSON
18 17 (4.53%) .NET
Miscellaneous
1 21 (5.60%) Analytical Skills
2 17 (4.53%) Greenfield Project
3 13 (3.47%) Public Cloud
4 11 (2.93%) Algorithms
5 10 (2.67%) PKI
6 9 (2.40%) User Experience
7 8 (2.13%) Self-Motivation
8 7 (1.87%) Data Structures
8 7 (1.87%) Linux Command Line
9 6 (1.60%) Cloud Native
9 6 (1.60%) Credit Risk
10 5 (1.33%) Mobile App
11 4 (1.07%) Data Centre
11 4 (1.07%) N-Tier
12 3 (0.80%) Foreign Exchange (FX)
13 2 (0.53%) Cyber Defence
13 2 (0.53%) Enterprise Software
13 2 (0.53%) Grid Computing
13 2 (0.53%) Online Games
13 2 (0.53%) Taxonomies
Operating Systems
1 88 (23.47%) Linux
2 60 (16.00%) Unix
3 39 (10.40%) Windows
4 12 (3.20%) Red Hat Enterprise Linux
5 10 (2.67%) CentOS
6 9 (2.40%) Windows Server
7 8 (2.13%) Ubuntu
8 4 (1.07%) Android
9 3 (0.80%) Solaris
9 3 (0.80%) Windows 10
9 3 (0.80%) Windows Server 2012
10 2 (0.53%) Apple iOS
10 2 (0.53%) Mac OS X
10 2 (0.53%) Windows Server 2003
10 2 (0.53%) Windows Server 2008
11 1 (0.27%) AIX
11 1 (0.27%) Fedora
11 1 (0.27%) FreeBSD
11 1 (0.27%) HPUX
11 1 (0.27%) VMS
Processes & Methodologies
1 165 (44.00%) Agile Software Development
2 88 (23.47%) DevOps
3 74 (19.73%) Scrum
4 65 (17.33%) TDD
5 54 (14.40%) ETL
5 54 (14.40%) Test Automation
6 48 (12.80%) Data Science
7 40 (10.67%) Problem-Solving
8 38 (10.13%) Software Engineering
9 37 (9.87%) Microservices
10 35 (9.33%) Migration
11 33 (8.80%) Continuous Integration
11 33 (8.80%) Machine Learning
12 29 (7.73%) Computer Science
13 28 (7.47%) Data Engineering
14 27 (7.20%) Kanban
14 27 (7.20%) Root Cause Analysis
15 26 (6.93%) Functional Programming
15 26 (6.93%) Pair Programming
16 25 (6.67%) Unit Testing
Programming Languages
1 183 (48.80%) Java
2 131 (34.93%) Python
3 70 (18.67%) JavaScript
4 65 (17.33%) SQL
5 56 (14.93%) Scala
6 24 (6.40%) Bash Shell
6 24 (6.40%) Java 8
6 24 (6.40%) PHP
7 16 (4.27%) Go
8 15 (4.00%) C#
9 14 (3.73%) Perl
10 12 (3.20%) PowerShell
10 12 (3.20%) TypeScript
11 10 (2.67%) Ruby
12 8 (2.13%) Clojure
13 7 (1.87%) R
14 5 (1.33%) C++
14 5 (1.33%) ES6
14 5 (1.33%) Groovy
15 4 (1.07%) Shell Script
Qualifications
1 22 (5.87%) Degree
2 21 (5.60%) Security Cleared
3 17 (4.53%) SC Cleared
4 8 (2.13%) Computer Science Degree
5 7 (1.87%) Master's Degree
6 5 (1.33%) DV Cleared
7 4 (1.07%) CCNA
7 4 (1.07%) Cisco Certification
7 4 (1.07%) PhD
8 3 (0.80%) AWS Certification
8 3 (0.80%) Microsoft Certification
9 1 (0.27%) CCIE
9 1 (0.27%) ITIL Certification
9 1 (0.27%) Numerate Degree
Quality Assurance & Compliance
1 7 (1.87%) QA
2 4 (1.07%) MiFID
3 3 (0.80%) EMIR
4 2 (0.53%) COBIT
4 2 (0.53%) Data Quality
4 2 (0.53%) ISO/IEC 27001
4 2 (0.53%) PCI DSS
4 2 (0.53%) Sarbanes-Oxley
5 1 (0.27%) SLA
System Software
1 78 (20.80%) Docker
2 10 (2.67%) Active Directory
3 6 (1.60%) HDFS
4 4 (1.07%) GridGain
4 4 (1.07%) Oracle RAC
4 4 (1.07%) Varnish
5 3 (0.80%) NFS
6 2 (0.53%) VirtualBox
6 2 (0.53%) VMware Infrastructure
7 1 (0.27%) Citrix Hypervisor
7 1 (0.27%) Hyper-V
7 1 (0.27%) ProxySG
7 1 (0.27%) Samba
7 1 (0.27%) Sendmail
7 1 (0.27%) XenApp
Systems Management
1 51 (13.60%) Kubernetes
2 45 (12.00%) Terraform
3 25 (6.67%) Ansible
4 15 (4.00%) Hadoop YARN
5 14 (3.73%) Opscode Chef
6 9 (2.40%) Puppet
7 7 (1.87%) Single Sign-On
8 5 (1.33%) Packer
9 4 (1.07%) Grafana
9 4 (1.07%) Kibana
9 4 (1.07%) logstash
9 4 (1.07%) Nagios
10 3 (0.80%) HAProxy
10 3 (0.80%) Oozie
10 3 (0.80%) Prometheus
10 3 (0.80%) Salt
10 3 (0.80%) ZABBIX
11 2 (0.53%) HP Fortify
11 2 (0.53%) Istio
11 2 (0.53%) Mesos
Vendors
1 74 (19.73%) Google
2 47 (12.53%) Oracle
3 21 (5.60%) Microsoft
4 15 (4.00%) Databricks
5 14 (3.73%) Red Hat
5 14 (3.73%) Splunk
6 13 (3.47%) Tableau
7 11 (2.93%) IBM
8 9 (2.40%) Adobe
9 7 (1.87%) Sybase
9 7 (1.87%) VMware
10 6 (1.60%) Cisco
11 5 (1.33%) New Relic
11 5 (1.33%) SAP
12 4 (1.07%) Confluent
12 4 (1.07%) Dell
12 4 (1.07%) Talend
12 4 (1.07%) webMethods
13 3 (0.80%) Atlassian
13 3 (0.80%) NetApp