Period
to 1 October 2020

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 1 October 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
England > London
6 months to
1 Oct 2020
Same period 2019 Same period 2018
Rank 192 287 231
Rank change year-on-year +95 -56 -66
Permanent jobs citing Apache 340 633 1,090
As % of all permanent jobs advertised in London 1.73% 1.14% 1.60%
As % of the Application Platforms category 11.01% 7.26% 8.96%
Number of salaries quoted 310 564 915
Median annual salary £85,000 £70,000 £60,000
Median salary % change year-on-year +21.43% +16.67% -4.00%
10th Percentile £48,750 £37,500 £39,000
90th Percentile £143,750 £102,125 £93,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +3.96%

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 3,088 8,717 12,166
As % of all permanent IT jobs advertised in London 15.71% 15.64% 17.86%
Number of salaries quoted 2,562 7,095 9,726
Median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% +4.35%
10th Percentile £41,250 £32,500 £32,903
90th Percentile £105,000 £95,000 £91,250
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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
Salary Trend in London

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

Salary trend for Apache in London

Apache
Salary Histogram in London

Salary distribution for jobs citing Apache in London over the 6 months to 1 October 2020.

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 1 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +126 84 £70,000 +0.36% 7
East London +29 3 £77,500 -5.49% 8
South London +25 1 £60,000 +23.08% 2
Apache
England

For the 6 months to 1 October 2020, 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.

1 234 (68.82%) Python
2 191 (56.18%) Java
2 191 (56.18%) AWS
3 180 (52.94%) Finance
4 160 (47.06%) Azure
5 155 (45.59%) Kubernetes
6 152 (44.71%) DevOps
7 150 (44.12%) MySQL
8 147 (43.24%) GCP
9 144 (42.35%) SQL Server
10 141 (41.47%) SQL
11 140 (41.18%) Banking
12 134 (39.41%) Web Services
13 132 (38.82%) Asset Management
13 132 (38.82%) PostgreSQL
14 130 (38.24%) Microservices
15 129 (37.94%) Google
16 128 (37.65%) Serverless
17 123 (36.18%) AWS Lambda
18 122 (35.88%) Hedge funds
19 119 (35.00%) Docker
20 116 (34.12%) Mentoring
21 114 (33.53%) Amazon Redshift
22 113 (33.24%) gRPC
23 109 (32.06%) Amazon ECS
23 109 (32.06%) Investment Management
24 104 (30.59%) Jenkins
25 100 (29.41%) Data Warehouse
25 100 (29.41%) Apache Spark
26 91 (26.76%) Software Engineering

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
1 100 (29.41%) Apache Spark
2 42 (12.35%) Tomcat
3 37 (10.88%) Apache Airflow
4 26 (7.65%) nginx
5 15 (4.41%) Elasticsearch
6 11 (3.24%) WebSphere
7 10 (2.94%) Confluence
8 9 (2.65%) Cloud Foundry
9 8 (2.35%) Apache Synapse
10 6 (1.76%) IIS
10 6 (1.76%) JBoss
11 5 (1.47%) WebLogic
11 5 (1.47%) WordPress
12 4 (1.18%) Resin
13 3 (0.88%) Drupal
13 3 (0.88%) Red Hat Fuse
14 2 (0.59%) Adobe Experience Manager
14 2 (0.59%) Apache Solr
14 2 (0.59%) Apache TomEE
14 2 (0.59%) Luigi
Applications
1 3 (0.88%) Microsoft Excel
2 1 (0.29%) Adobe Premiere
2 1 (0.29%) MS Visio
2 1 (0.29%) Simulink
Business Applications
1 4 (1.18%) Payment Gateway
2 2 (0.59%) Remedy ITSM
3 1 (0.29%) Dynamics CRM
3 1 (0.29%) Magento
3 1 (0.29%) SAP Hybris
Cloud Services
1 191 (56.18%) AWS
2 160 (47.06%) Azure
3 147 (43.24%) GCP
4 128 (37.65%) Serverless
5 123 (36.18%) AWS Lambda
6 109 (32.06%) Amazon ECS
7 77 (22.65%) Apigee
8 23 (6.76%) Amazon S3
9 18 (5.29%) Amazon EC2
10 11 (3.24%) Azure Data Factory
11 10 (2.94%) Power Platform
12 9 (2.65%) Amazon Kinesis
13 8 (2.35%) Amazon SQS
14 6 (1.76%) Amazon EMR
14 6 (1.76%) AWS CloudFormation
15 5 (1.47%) Office 365
15 5 (1.47%) OpenShift
16 4 (1.18%) GitHub
16 4 (1.18%) SaaS
17 3 (0.88%) PaaS
Communications & Networking
1 16 (4.71%) DNS
2 12 (3.53%) TCP/IP
3 9 (2.65%) HTTP
4 8 (2.35%) Firewall
5 5 (1.47%) Kerberos
6 4 (1.18%) SSH
7 2 (0.59%) Internet
7 2 (0.59%) IPv4
7 2 (0.59%) IPv6
7 2 (0.59%) SSL
7 2 (0.59%) VLAN
7 2 (0.59%) VPN
8 1 (0.29%) AMQP
8 1 (0.29%) Cisco IOS
8 1 (0.29%) HSRP
8 1 (0.29%) Multicast
8 1 (0.29%) NAS
8 1 (0.29%) OpenLDAP
8 1 (0.29%) Skype
8 1 (0.29%) Wireshark
Database & Business Intelligence
1 150 (44.12%) MySQL
2 144 (42.35%) SQL Server
3 132 (38.82%) PostgreSQL
4 114 (33.53%) Amazon Redshift
5 100 (29.41%) Data Warehouse
6 51 (15.00%) Big Data
7 46 (13.53%) Hadoop
8 39 (11.47%) NoSQL
9 25 (7.35%) MongoDB
10 22 (6.47%) Data Lake
11 20 (5.88%) Apache Cassandra
12 19 (5.59%) Relational Database
13 16 (4.71%) Amazon DynamoDB
14 15 (4.41%) Apache Ignite
15 14 (4.12%) BigQuery
16 13 (3.82%) Azure SQL Database
16 13 (3.82%) Cosmos DB
17 12 (3.53%) Apache Hive
17 12 (3.53%) RDBMS
18 10 (2.94%) Presto
Development Applications
1 104 (30.59%) Jenkins
2 78 (22.94%) Artifactory
2 78 (22.94%) GitLab
3 42 (12.35%) Git (software)
4 14 (4.12%) JIRA
5 11 (3.24%) Bitbucket
6 9 (2.65%) Maven
7 7 (2.06%) Atlassian Bamboo
8 5 (1.47%) TeamCity
9 4 (1.18%) JUnit
9 4 (1.18%) Team Foundation Server
10 3 (0.88%) Cucumber
10 3 (0.88%) Mockito
10 3 (0.88%) Octopus Deploy
10 3 (0.88%) Subversion
10 3 (0.88%) webpack
11 2 (0.59%) CircleCI
11 2 (0.59%) gulp
11 2 (0.59%) Mercurial
11 2 (0.59%) Spock
General
1 180 (52.94%) Finance
2 140 (41.18%) Banking
3 76 (22.35%) Back Office
4 23 (6.76%) Front Office
5 17 (5.00%) Marketing
6 8 (2.35%) Advertising
7 7 (2.06%) Investment Banking
7 7 (2.06%) Legal
7 7 (2.06%) Retail
8 5 (1.47%) Games
9 4 (1.18%) German Language
9 4 (1.18%) Publishing
10 3 (0.88%) Pharmaceutical
10 3 (0.88%) Public Sector
10 3 (0.88%) Retail Banking
11 2 (0.59%) Financial Institution
11 2 (0.59%) Telecoms
12 1 (0.29%) Law
12 1 (0.29%) Military
Job Titles
1 93 (27.35%) Developer
2 68 (20.00%) Architect
2 68 (20.00%) Data Engineer
3 63 (18.53%) Data Architect
4 62 (18.24%) Java Architect
5 61 (17.94%) Solutions Architect
6 57 (16.76%) Java Solutions Architect
7 56 (16.47%) Cloud Architect
7 56 (16.47%) Cloud Solutions Architect
8 53 (15.59%) AWS Architect
9 52 (15.29%) AWS Solutions Architect
10 42 (12.35%) Java Developer
11 39 (11.47%) Java Engineer
12 33 (9.71%) Engineering Manager
13 31 (9.12%) Development Manager
13 31 (9.12%) Finance Manager
14 30 (8.82%) Software Engineer
15 28 (8.24%) Developer/Software Engineer
15 28 (8.24%) Full Stack Developer
15 28 (8.24%) Software Engineering Manager
Libraries, Frameworks & Software Standards
1 134 (39.41%) Web Services
2 113 (33.24%) gRPC
3 78 (22.94%) Swagger
4 77 (22.65%) OAuth
5 62 (18.24%) Kafka
6 38 (11.18%) AngularJS
6 38 (11.18%) React
7 30 (8.82%) Spring
8 24 (7.06%) Node.js
9 20 (5.88%) LAMP
9 20 (5.88%) Vue.js
10 19 (5.59%) J2EE
11 18 (5.29%) RESTful
12 17 (5.00%) HTML
12 17 (5.00%) REST
13 16 (4.71%) .NET
14 14 (4.12%) Apache Beam
14 14 (4.12%) Hibernate
14 14 (4.12%) JMS
15 12 (3.53%) Spring Boot
Miscellaneous
1 122 (35.88%) Hedge funds
2 35 (10.29%) Analytical Skills
3 18 (5.29%) Greenfield Project
4 14 (4.12%) Fixed Income
5 13 (3.82%) Derivative
5 13 (3.82%) Equities
5 13 (3.82%) Foreign Exchange (FX)
6 10 (2.94%) Market Risk
7 9 (2.65%) Algorithms
7 9 (2.65%) Data Centre
7 9 (2.65%) Data Structures
8 8 (2.35%) Cloud Native
9 4 (1.18%) Clustering
9 4 (1.18%) Life Science
9 4 (1.18%) Linux Command Line
9 4 (1.18%) Mobile App
9 4 (1.18%) Robotics
9 4 (1.18%) User Experience
10 3 (0.88%) Enterprise Software
10 3 (0.88%) Reference Data
Operating Systems
1 82 (24.12%) Linux
2 20 (5.88%) Unix
3 18 (5.29%) Red Hat Enterprise Linux
4 16 (4.71%) CentOS
5 14 (4.12%) Ubuntu
6 13 (3.82%) Windows
7 8 (2.35%) Solaris
8 5 (1.47%) Debian
9 4 (1.18%) Windows Server
10 2 (0.59%) Android
10 2 (0.59%) Fedora
10 2 (0.59%) Mac OS X
11 1 (0.29%) Apple iOS
11 1 (0.29%) CoreOS
11 1 (0.29%) Kali Linux
11 1 (0.29%) SUSE
11 1 (0.29%) Windows Server 2008
Processes & Methodologies
1 152 (44.71%) DevOps
2 132 (38.82%) Asset Management
3 130 (38.24%) Microservices
4 116 (34.12%) Mentoring
5 109 (32.06%) Investment Management
6 91 (26.76%) Software Engineering
7 86 (25.29%) Agile Software Development
8 70 (20.59%) Technology Roadmap
9 35 (10.29%) Performance Management
10 34 (10.00%) Analytics
11 31 (9.12%) ETL
12 28 (8.24%) Problem-Solving
13 27 (7.94%) Data Science
14 26 (7.65%) Data Engineering
15 24 (7.06%) Performance Tuning
16 23 (6.76%) Artificial Intelligence
16 23 (6.76%) Infrastructure as Code
16 23 (6.76%) Machine Learning
17 20 (5.88%) BDD
17 20 (5.88%) Continuous Integration
Programming Languages
1 234 (68.82%) Python
2 191 (56.18%) Java
3 141 (41.47%) SQL
4 57 (16.76%) Scala
5 48 (14.12%) JavaScript
6 37 (10.88%) PHP
7 26 (7.65%) C#
8 23 (6.76%) R
9 20 (5.88%) TypeScript
10 19 (5.59%) Bash Shell
11 16 (4.71%) C++
12 15 (4.41%) Go
12 15 (4.41%) Java 8
12 15 (4.41%) Shell Script
13 14 (4.12%) Kotlin
13 14 (4.12%) Ruby
14 13 (3.82%) Clojure
14 13 (3.82%) Perl
15 8 (2.35%) C
16 7 (2.06%) PowerShell
Qualifications
1 52 (15.29%) Sun Certification
2 16 (4.71%) Degree
3 9 (2.65%) Computer Science Degree
4 8 (2.35%) RHCE
5 5 (1.47%) PhD
6 4 (1.18%) AWS Certification
6 4 (1.18%) Master's Degree
7 3 (0.88%) RHCSA
7 3 (0.88%) Security Cleared
8 2 (0.59%) ITIL Foundation Certificate
8 2 (0.59%) MCSE
8 2 (0.59%) Microsoft Certification
9 1 (0.29%) CCIE
9 1 (0.29%) CCNA
9 1 (0.29%) CCNP
9 1 (0.29%) CISSP
9 1 (0.29%) DV Cleared
9 1 (0.29%) Linux+ Certification
9 1 (0.29%) SC Cleared
9 1 (0.29%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (2.35%) GDPR
1 8 (2.35%) QA
2 4 (1.18%) Data Quality
3 1 (0.29%) MiFID
System Software
1 119 (35.00%) Docker
2 7 (2.06%) VMware Infrastructure
3 6 (1.76%) Virtual Servers
4 3 (0.88%) Active Directory
4 3 (0.88%) Hyper-V
4 3 (0.88%) Virtual Machines
5 2 (0.59%) VMware ESXi
5 2 (0.59%) XenApp
5 2 (0.59%) XenDesktop
6 1 (0.29%) BIND 9
6 1 (0.29%) iptables
6 1 (0.29%) LXC
6 1 (0.29%) NDS
6 1 (0.29%) NetIQ eDirectory
6 1 (0.29%) Samba
6 1 (0.29%) Squid
6 1 (0.29%) Tivoli Directory Server
6 1 (0.29%) Varnish
6 1 (0.29%) zsh
Systems Management
1 155 (45.59%) Kubernetes
2 30 (8.82%) Terraform
3 27 (7.94%) Ansible
4 12 (3.53%) Nagios
5 9 (2.65%) Icinga
5 9 (2.65%) Opscode Chef
5 9 (2.65%) Puppet
6 7 (2.06%) Rundeck
7 4 (1.18%) Ambari
7 4 (1.18%) Hadoop YARN
7 4 (1.18%) Zipkin
8 3 (0.88%) HAProxy
8 3 (0.88%) Mesos
9 2 (0.59%) Grafana
9 2 (0.59%) HP Fortify
9 2 (0.59%) Munin
9 2 (0.59%) Salt
9 2 (0.59%) Scalr
10 1 (0.29%) Oracle Identity Manager
10 1 (0.29%) SELinux
Vendors
1 129 (37.94%) Google
2 82 (24.12%) Oracle
3 27 (7.94%) Red Hat
4 17 (5.00%) Databricks
5 16 (4.71%) VMware
6 11 (3.24%) Microsoft
7 7 (2.06%) Hortonworks
7 7 (2.06%) Tableau
8 6 (1.76%) Salesforce.com
8 6 (1.76%) Splunk
9 5 (1.47%) SolarWinds
10 4 (1.18%) ATG
10 4 (1.18%) Cloudera
10 4 (1.18%) HP
10 4 (1.18%) IBM
11 3 (0.88%) Adobe
11 3 (0.88%) Cisco
11 3 (0.88%) Solarflare
11 3 (0.88%) Spotify
11 3 (0.88%) Teradata