Period
to 19 September 2019

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Apache skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache over the 6 months to 19 September 2019 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
England > London
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 277 233 164
Rank change year-on-year -44 -69 -18
Permanent jobs citing Apache 649 1,096 1,664
As % of all permanent IT jobs advertised in London 1.16% 1.59% 2.21%
As % of the Application Platforms category 7.41% 8.87% 11.71%
Number of salaries quoted 554 868 1,255
London median annual salary £70,000 £60,000 £62,500
Median salary % change year-on-year +16.67% -4.00% +8.70%
10th Percentile £37,500 £41,250 £40,230
90th Percentile £102,500 £92,500 £90,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Apache is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 8,763 12,360 14,216
As % of all permanent IT jobs advertised in London 15.68% 17.97% 18.91%
Number of salaries quoted 7,113 9,881 11,205
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £32,500 £33,000 £32,500
90th Percentile £95,000 £91,250 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache in London.

Salary trend for Apache in London

Apache
Salary Histogram in London

The salary distribution of IT jobs citing Apache in London over the 6 months to 19 September 2019.

Salary histogram for Apache in London

Apache
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the London region over the 6 months to 19 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -12 131 £70,000 +27.27% 28
South London +22 25 £47,500 -9.52% 2
West London -36 17 £39,250 -25.24% 13
East London +11 5 £82,000 +36.67% 6
North London -14 1 £37,500 -12.11% 1
Apache
England

For the 6 months to 19 September 2019, IT 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 permanent job ads across the London region with a requirement for Apache.

1 332 (51.16%) Linux
2 315 (48.54%) Python
3 303 (46.69%) Java
4 276 (42.53%) AWS
5 270 (41.60%) Agile Software Development
6 221 (34.05%) Docker
7 220 (33.90%) Apache Spark
8 209 (32.20%) DevOps
9 205 (31.59%) SQL
10 161 (24.81%) MySQL
11 149 (22.96%) Finance
12 145 (22.34%) Azure
13 141 (21.73%) Big Data
14 136 (20.96%) Tomcat
15 134 (20.65%) Jenkins
16 131 (20.18%) Git (software)
17 116 (17.87%) Bash Shell
18 115 (17.72%) Kafka
19 114 (17.57%) Kubernetes
20 112 (17.26%) Software Engineering
21 111 (17.10%) Open Source
21 111 (17.10%) Hadoop
22 110 (16.95%) nginx
23 108 (16.64%) Analytics
24 107 (16.49%) SQL Server
24 107 (16.49%) Data Science
25 104 (16.02%) LAMP
26 103 (15.87%) Scala
27 99 (15.25%) Windows
28 93 (14.33%) Ansible

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
1 220 (33.90%) Apache Spark
2 136 (20.96%) Tomcat
3 110 (16.95%) nginx
4 67 (10.32%) IIS
5 56 (8.63%) Elasticsearch
6 40 (6.16%) Apache Airflow
7 36 (5.55%) Confluence
8 21 (3.24%) SharePoint
9 19 (2.93%) Apache Pig
10 16 (2.47%) Apache Solr
11 13 (2.00%) CMS
11 13 (2.00%) Drupal
12 12 (1.85%) Luigi
13 11 (1.69%) JBoss
14 10 (1.54%) WebSphere
14 10 (1.54%) WordPress
15 8 (1.23%) Jupyter
16 6 (0.92%) OpenStack
17 5 (0.77%) GeoServer
18 3 (0.46%) SharePoint 2013
Applications
1 13 (2.00%) Microsoft Office
2 3 (0.46%) Microsoft Excel
3 2 (0.31%) SPSS
4 1 (0.15%) MS Visio
Business Applications
1 16 (2.47%) thinkFolio
2 9 (1.39%) Shopify
3 7 (1.08%) Dynamics AX
3 7 (1.08%) Dynamics CRM
3 7 (1.08%) Q-Pulse
3 7 (1.08%) Sage CRM
4 3 (0.46%) SnowdropKCS
5 2 (0.31%) Magento
5 2 (0.31%) SAP S/4HANA
6 1 (0.15%) Eze OMS
6 1 (0.15%) PeopleSoft Financials
6 1 (0.15%) PeopleSoft HCM
6 1 (0.15%) SAP BPC
Cloud Services
1 276 (42.53%) AWS
2 145 (22.34%) Azure
3 82 (12.63%) GCP
4 64 (9.86%) SaaS
5 53 (8.17%) Serverless
6 49 (7.55%) AWS Lambda
7 47 (7.24%) Amazon S3
8 34 (5.24%) Amazon EC2
9 30 (4.62%) Amazon Kinesis
10 28 (4.31%) Amazon EMR
11 27 (4.16%) Office 365
12 21 (3.24%) Power Platform
13 19 (2.93%) Cloud Computing
13 19 (2.93%) PaaS
14 17 (2.62%) GitHub
15 15 (2.31%) Amazon SQS
15 15 (2.31%) AWS CloudFormation
16 11 (1.69%) Cortana Intelligence Suite
17 10 (1.54%) Amazon ELB
18 9 (1.39%) Amazon CloudWatch
Communications & Networking
1 51 (7.86%) Firewall
2 49 (7.55%) DNS
3 47 (7.24%) TCP/IP
4 46 (7.09%) HTTP
5 25 (3.85%) Internet
6 23 (3.54%) SSL
7 22 (3.39%) Network Security
8 18 (2.77%) VPN
9 17 (2.62%) Asterisk PBX
10 16 (2.47%) SMTP
11 15 (2.31%) Wi-Fi
12 12 (1.85%) VoIP
13 9 (1.39%) LAN
13 9 (1.39%) WAN
14 8 (1.23%) DHCP
14 8 (1.23%) FTP
14 8 (1.23%) PBX
15 7 (1.08%) MPLS
16 6 (0.92%) SAN
17 5 (0.77%) IPv6
Database & Business Intelligence
1 161 (24.81%) MySQL
2 141 (21.73%) Big Data
3 111 (17.10%) Hadoop
4 107 (16.49%) SQL Server
5 86 (13.25%) PostgreSQL
6 80 (12.33%) MongoDB
6 80 (12.33%) NoSQL
7 66 (10.17%) Apache Hive
8 47 (7.24%) Apache Cassandra
8 47 (7.24%) Data Warehouse
9 35 (5.39%) Redis
10 29 (4.47%) Amazon RDS
11 27 (4.16%) Neo4j
11 27 (4.16%) Relational Database
12 24 (3.70%) BigQuery
13 21 (3.24%) Data Lake
14 18 (2.77%) Amazon Redshift
14 18 (2.77%) Azure SQL Database
14 18 (2.77%) Power BI
15 17 (2.62%) Presto
Development Applications
1 134 (20.65%) Jenkins
2 131 (20.18%) Git (software)
3 79 (12.17%) JIRA
4 40 (6.16%) Maven
5 38 (5.86%) JUnit
6 30 (4.62%) Bitbucket
7 24 (3.70%) Selenium
8 23 (3.54%) Gradle
9 20 (3.08%) GitLab
10 19 (2.93%) Vagrant
11 17 (2.62%) Atlassian Bamboo
12 14 (2.16%) Travis CI
12 14 (2.16%) Visual Studio Team System
13 12 (1.85%) RStudio
13 12 (1.85%) Visual Studio
14 11 (1.69%) Bitbucket Server
14 11 (1.69%) EasyMock
14 11 (1.69%) JMeter
14 11 (1.69%) TeamCity
15 10 (1.54%) Subversion
General
1 149 (22.96%) Finance
2 51 (7.86%) Banking
3 48 (7.40%) Front Office
4 22 (3.39%) German Language
4 22 (3.39%) Retail
5 21 (3.24%) French Language
5 21 (3.24%) Spanish Language
6 20 (3.08%) Investment Banking
6 20 (3.08%) Italian Language
7 17 (2.62%) Marketing
8 16 (2.47%) Law
9 15 (2.31%) Games
10 14 (2.16%) Financial Institution
11 11 (1.69%) Telecoms
12 10 (1.54%) Advertising
13 9 (1.39%) Legal
14 8 (1.23%) Public Sector
15 3 (0.46%) Publishing
16 2 (0.31%) Arabic Language
16 2 (0.31%) Cantonese Language
Job Titles
1 218 (33.59%) Developer
2 84 (12.94%) Data Engineer
3 82 (12.63%) Java Developer
4 80 (12.33%) DevOps Engineer
5 53 (8.17%) Architect
6 50 (7.70%) Applications Support
7 46 (7.09%) Senior Developer
8 38 (5.86%) Support Engineer
9 35 (5.39%) Systems Engineer
10 31 (4.78%) Applications Engineer
11 30 (4.62%) Administrator
11 30 (4.62%) Applications Support Engineer
12 28 (4.31%) Linux Engineer
12 28 (4.31%) Systems Administrator
13 27 (4.16%) Python Developer
14 26 (4.01%) Scala Developer
15 25 (3.85%) Big Data Engineer
15 25 (3.85%) Senior Data Engineer
16 23 (3.54%) Analyst
17 22 (3.39%) PHP Developer
Libraries, Frameworks & Software Standards
1 115 (17.72%) Kafka
2 104 (16.02%) LAMP
3 91 (14.02%) Web Services
4 84 (12.94%) Spring
5 68 (10.48%) REST
6 64 (9.86%) HTML
7 61 (9.40%) .NET
8 58 (8.94%) CSS
9 54 (8.32%) JSON
10 53 (8.17%) LEMP Stack
11 51 (7.86%) LAPP Stack
12 41 (6.32%) Elastic Stack
13 40 (6.16%) AngularJS
14 37 (5.70%) Node.js
15 35 (5.39%) jQuery
16 30 (4.62%) Akka
17 28 (4.31%) Spring Boot
17 28 (4.31%) XML
18 24 (3.70%) Hibernate
19 22 (3.39%) RESTful
Miscellaneous
1 60 (9.24%) Analytical Skills
2 33 (5.08%) Derivative
3 32 (4.93%) Equities
4 31 (4.78%) Fixed Income
5 29 (4.47%) Greenfield Project
5 29 (4.47%) Public Cloud
6 28 (4.31%) Management Information System
7 24 (3.70%) Hybrid Cloud
8 21 (3.24%) Foreign Exchange (FX)
9 20 (3.08%) Hedge funds
9 20 (3.08%) User Experience
10 19 (2.93%) Linux Command Line
11 18 (2.77%) Algorithms
12 16 (2.47%) Data Centre
13 15 (2.31%) Virtual Team
13 15 (2.31%) Wiki
14 14 (2.16%) Replication
15 12 (1.85%) Equity Derivative
15 12 (1.85%) Self-Motivation
15 12 (1.85%) Video\Live Streaming
Operating Systems
1 332 (51.16%) Linux
2 99 (15.25%) Windows
3 70 (10.79%) CentOS
4 52 (8.01%) Ubuntu
5 44 (6.78%) Windows Server
6 41 (6.32%) Unix
7 25 (3.85%) Red Hat Enterprise Linux
8 20 (3.08%) Windows 10
9 9 (1.39%) Android
10 8 (1.23%) Oracle Linux
10 8 (1.23%) Windows 7
11 7 (1.08%) Debian
11 7 (1.08%) Windows Server 2012
12 6 (0.92%) Fedora
13 2 (0.31%) SUSE
14 1 (0.15%) Apple iOS
14 1 (0.15%) Mac OS
14 1 (0.15%) Mac OS X
14 1 (0.15%) VyOS
Processes & Methodologies
1 270 (41.60%) Agile Software Development
2 209 (32.20%) DevOps
3 112 (17.26%) Software Engineering
4 111 (17.10%) Open Source
5 108 (16.64%) Analytics
6 107 (16.49%) Data Science
7 91 (14.02%) Data Modelling
7 91 (14.02%) Machine Learning
8 89 (13.71%) Microservices
9 78 (12.02%) Computer Science
9 78 (12.02%) Scrum
10 77 (11.86%) Data Engineering
11 74 (11.40%) TDD
12 73 (11.25%) Fintech
13 69 (10.63%) Test Automation
14 66 (10.17%) Configuration Management
15 64 (9.86%) Business Intelligence
16 61 (9.40%) Mentoring
17 57 (8.78%) Continuous Integration
18 55 (8.47%) Artificial Intelligence
Programming Languages
1 315 (48.54%) Python
2 303 (46.69%) Java
3 205 (31.59%) SQL
4 116 (17.87%) Bash Shell
5 103 (15.87%) Scala
6 91 (14.02%) JavaScript
7 84 (12.94%) PHP
8 77 (11.86%) Ruby
9 61 (9.40%) C++
10 54 (8.32%) PowerShell
11 48 (7.40%) C#
12 46 (7.09%) Perl
13 33 (5.08%) Shell Script
14 32 (4.93%) Java 8
15 24 (3.70%) C
15 24 (3.70%) R
16 22 (3.39%) Go
17 16 (2.47%) Bourne shell
17 16 (2.47%) Korn
18 15 (2.31%) PL/SQL
Qualifications
1 65 (10.02%) Degree
2 28 (4.31%) Security Cleared
3 21 (3.24%) Computer Science Degree
4 11 (1.69%) PhD
5 7 (1.08%) Microsoft Certification
5 7 (1.08%) SC Cleared
6 5 (0.77%) ITIL Certification
6 5 (0.77%) MCSE
7 4 (0.62%) Master's Degree
7 4 (0.62%) RHCE
7 4 (0.62%) VCP5
7 4 (0.62%) VCP6
7 4 (0.62%) VMware Certified Professional (VCP)
8 3 (0.46%) TOGAF Certification
9 2 (0.31%) AWS Certification
9 2 (0.31%) Postgraduate
10 1 (0.15%) CCNA
10 1 (0.15%) Cisco Certification
10 1 (0.15%) DV Cleared
10 1 (0.15%) Oracle Certification
Quality Assurance & Compliance
1 37 (5.70%) QA
2 17 (2.62%) Data Quality
3 14 (2.16%) ISO/IEC 27001
4 13 (2.00%) GDPR
5 9 (1.39%) SLA
6 5 (0.77%) Cyber Essentials
6 5 (0.77%) HIPAA
7 2 (0.31%) ISO 15022
7 2 (0.31%) ISO 20022
8 1 (0.15%) EMIR
8 1 (0.15%) MiFID
8 1 (0.15%) NIST
System Software
1 221 (34.05%) Docker
2 32 (4.93%) HDFS
3 24 (3.70%) Active Directory
4 21 (3.24%) KVM
5 17 (2.62%) Virtual Machines
6 12 (1.85%) VMware Infrastructure
7 11 (1.69%) Apache ZooKeeper
7 11 (1.69%) Varnish
8 8 (1.23%) BitLocker
8 8 (1.23%) GridGain
9 7 (1.08%) Hyper-V
10 4 (0.62%) Apache Flume
10 4 (0.62%) vCloud
10 4 (0.62%) vSphere
11 3 (0.46%) iptables
12 2 (0.31%) NFS
12 2 (0.31%) Shibboleth
13 1 (0.15%) Postfix
Systems Management
1 114 (17.57%) Kubernetes
2 93 (14.33%) Ansible
3 81 (12.48%) Terraform
4 77 (11.86%) Puppet
5 71 (10.94%) Opscode Chef
6 29 (4.47%) Prometheus
7 20 (3.08%) HAProxy
8 19 (2.93%) Icinga
9 17 (2.62%) Nagios
10 16 (2.47%) Packer
11 14 (2.16%) Grafana
12 11 (1.69%) Consul
12 11 (1.69%) Oozie
13 10 (1.54%) Salt
13 10 (1.54%) ZABBIX
14 8 (1.23%) Ambari
14 8 (1.23%) HP Fortify
14 8 (1.23%) Mesos
15 7 (1.08%) Graphite
15 7 (1.08%) SCCM
Vendors
1 92 (14.18%) Oracle
2 78 (12.02%) Microsoft
3 69 (10.63%) Red Hat
4 56 (8.63%) Google
5 38 (5.86%) Tableau
6 24 (3.70%) Splunk
7 23 (3.54%) Databricks
8 21 (3.24%) VMware
9 16 (2.47%) Bloomberg
9 16 (2.47%) Eze Software Group
9 16 (2.47%) FXall
9 16 (2.47%) ION Trading
9 16 (2.47%) MarketAxess
9 16 (2.47%) Reuters
9 16 (2.47%) Sybase
9 16 (2.47%) Tradeweb
10 15 (2.31%) Atlassian
11 13 (2.00%) IBM
12 12 (1.85%) Talend
13 11 (1.69%) Cloudera