Period
to 15 July 2020

The following table provides summary statistics for permanent job vacancies 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 15 July 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
15 Jul 2020
Same period 2019 Same period 2018
Rank 261 262 224
Rank change year-on-year +1 -38 -34
Permanent jobs citing Apache 899 1,849 2,792
As % of all permanent jobs advertised in the UK 1.20% 1.27% 1.59%
As % of the Application Platforms category 8.43% 8.45% 9.55%
Number of salaries quoted 780 1,553 2,336
Median annual salary £57,500 £52,500 £50,000
Median salary % change year-on-year +9.52% +5.00% -
10th Percentile £33,750 £32,500 £29,000
90th Percentile £108,750 £90,000 £77,500
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

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 with a requirement for application platform skills.

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 10,662 21,882 29,227
As % of all permanent IT jobs advertised in the UK 14.24% 14.99% 16.61%
Number of salaries quoted 8,474 17,269 23,476
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +6.38%
10th Percentile £31,250 £28,000 £27,983
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £43,500 £42,500
% change year-on-year +3.45% +2.35% +6.25%

Apache
Job Vacancy Trend

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

Job vacancy trend for Apache in the UK

Apache
Salary Trend

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

Salary trend for Apache in the UK

Apache
Salary Histogram

Salary distribution for jobs citing Apache over the 6 months to 15 July 2020.

Salary histogram for Apache in the UK

Apache
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the UK over the 6 months to 15 July 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
England +15 856 £60,000 +9.09% 113
UK excluding London +35 491 £47,500 +5.56% 83
London -1 399 £75,000 +15.38% 38
South East +42 167 £50,000 -9.09% 23
North of England +105 112 £53,000 +24.71% 16
South West +26 111 £40,000 -9.91% 18
North West +104 82 £54,250 +27.65% 11
Work from Home +40 40 £57,500 -17.86% 17
East of England +27 37 £52,500 -4.55% 4
Midlands +60 29 £45,000 -18.18% 14
Yorkshire +85 26 £47,500 +5.56% 4
West Midlands +56 18 £45,000 -10.00% 12
Scotland +22 17 £43,125 +3.92% 5
Wales +18 17 £37,500 -9.09% 2
East Midlands +59 11 £42,500 -26.09% 2
North East +5 4 £50,000 +42.86% 1
Northern Ireland +18 2 - - 1

For the 6 months to 15 July 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 with a requirement for Apache.

1 448 (49.83%) Linux
2 414 (46.05%) Java
3 384 (42.71%) Python
4 346 (38.49%) MySQL
5 339 (37.71%) AWS
6 287 (31.92%) DevOps
7 284 (31.59%) Agile Software Development
8 252 (28.03%) SQL
9 250 (27.81%) PHP
10 244 (27.14%) JavaScript
11 238 (26.47%) Azure
12 235 (26.14%) Kubernetes
13 230 (25.58%) Docker
14 228 (25.36%) Finance
15 218 (24.25%) Git (software)
16 212 (23.58%) HTML
17 193 (21.47%) Microservices
18 192 (21.36%) SQL Server
19 191 (21.25%) Jenkins
20 190 (21.13%) Web Services
21 188 (20.91%) LAMP
22 185 (20.58%) CSS
22 185 (20.58%) Apache Spark
23 172 (19.13%) Tomcat
24 168 (18.69%) GCP
25 150 (16.69%) Google
26 149 (16.57%) Oracle
27 147 (16.35%) Software Engineering
28 143 (15.91%) Banking
29 138 (15.35%) PostgreSQL

Apache
Co-occurring IT Skills 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
1 185 (20.58%) Apache Spark
2 172 (19.13%) Tomcat
3 122 (13.57%) nginx
4 61 (6.79%) Elasticsearch
5 57 (6.34%) IIS
6 49 (5.45%) Apache Airflow
7 34 (3.78%) JBoss
8 33 (3.67%) Confluence
9 27 (3.00%) WebLogic
10 26 (2.89%) Apache Solr
11 24 (2.67%) WebSphere
12 23 (2.56%) WordPress
13 13 (1.45%) Apache Pig
13 13 (1.45%) Drupal
14 12 (1.33%) Apache Synapse
14 12 (1.33%) Cloud Foundry
14 12 (1.33%) CMS
15 9 (1.00%) Oracle Coherence
16 8 (0.89%) Oracle HTTP Server
17 7 (0.78%) Apache Pulsar
Applications
1 17 (1.89%) Microsoft Office
2 10 (1.11%) Microsoft Excel
3 5 (0.56%) Microsoft PowerPoint
3 5 (0.56%) Photoshop
4 4 (0.44%) Adobe Illustrator
4 4 (0.44%) Adobe XD
4 4 (0.44%) MS Visio
5 1 (0.11%) Adobe Premiere
5 1 (0.11%) Simulink
Business Applications
1 13 (1.45%) Magento
2 8 (0.89%) Dynamics CRM
3 6 (0.67%) Oracle Applications
4 4 (0.44%) Payment Gateway
5 2 (0.22%) Remedy ITSM
5 2 (0.22%) Sparx Enterprise Architect
6 1 (0.11%) FLEXCUBE
6 1 (0.11%) Oracle BPM
6 1 (0.11%) Oracle Cash Management
6 1 (0.11%) SAP Hybris
6 1 (0.11%) Sentinel
Cloud Services
1 339 (37.71%) AWS
2 238 (26.47%) Azure
3 168 (18.69%) GCP
4 121 (13.46%) Serverless
5 111 (12.35%) AWS Lambda
6 92 (10.23%) Amazon ECS
7 55 (6.12%) Apigee
8 36 (4.00%) GitHub
9 33 (3.67%) SaaS
10 24 (2.67%) Power Platform
11 18 (2.00%) Amazon Kinesis
11 18 (2.00%) Amazon S3
11 18 (2.00%) Azure Data Factory
11 18 (2.00%) npm
12 16 (1.78%) Amazon SQS
12 16 (1.78%) AWS CloudFormation
12 16 (1.78%) PaaS
13 13 (1.45%) IaaS
14 11 (1.22%) Amazon EMR
15 10 (1.11%) Amazon EC2
Communications & Networking
1 50 (5.56%) HTTP
2 36 (4.00%) TCP/IP
3 34 (3.78%) DNS
4 30 (3.34%) SSL
5 25 (2.78%) Firewall
5 25 (2.78%) Network Security
6 21 (2.34%) Internet
7 17 (1.89%) VPN
8 8 (0.89%) DHCP
8 8 (0.89%) SSH
9 7 (0.78%) LAN
9 7 (0.78%) WAN
10 6 (0.67%) SAN
10 6 (0.67%) VoIP
11 5 (0.56%) Skype
12 3 (0.33%) HTTPS
12 3 (0.33%) Wireshark
13 2 (0.22%) BIG-IP
13 2 (0.22%) FTP
13 2 (0.22%) Wi-Fi
Database & Business Intelligence
1 346 (38.49%) MySQL
2 192 (21.36%) SQL Server
3 138 (15.35%) PostgreSQL
4 123 (13.68%) Hadoop
5 120 (13.35%) Big Data
6 116 (12.90%) NoSQL
7 108 (12.01%) MongoDB
8 107 (11.90%) Amazon Redshift
9 100 (11.12%) Data Warehouse
10 58 (6.45%) Apache Cassandra
10 58 (6.45%) Relational Database
11 38 (4.23%) Apache Hive
12 36 (4.00%) Redis
13 32 (3.56%) BigQuery
14 27 (3.00%) Data Lake
15 26 (2.89%) Cosmos DB
15 26 (2.89%) MariaDB
16 24 (2.67%) Power BI
16 24 (2.67%) RDBMS
17 23 (2.56%) Azure SQL Database
Development Applications
1 218 (24.25%) Git (software)
2 191 (21.25%) Jenkins
3 67 (7.45%) GitLab
4 63 (7.01%) JIRA
5 57 (6.34%) Artifactory
6 44 (4.89%) Subversion
7 42 (4.67%) JUnit
8 34 (3.78%) Maven
9 33 (3.67%) TeamCity
10 32 (3.56%) Atlassian Bamboo
11 31 (3.45%) Bitbucket
12 23 (2.56%) Selenium
13 19 (2.11%) Gradle
13 19 (2.11%) Sonatype Nexus
14 15 (1.67%) Octopus Deploy
14 15 (1.67%) webpack
15 14 (1.56%) git-flow
16 12 (1.33%) Mercurial
16 12 (1.33%) PHPUnit
17 10 (1.11%) RSpec
General
1 228 (25.36%) Finance
2 143 (15.91%) Banking
3 64 (7.12%) Retail
4 52 (5.78%) Back Office
5 39 (4.34%) Marketing
6 32 (3.56%) Public Sector
7 22 (2.45%) Games
8 21 (2.34%) Front Office
9 15 (1.67%) Telecoms
10 14 (1.56%) Investment Banking
11 11 (1.22%) Legal
12 9 (1.00%) Advertising
13 6 (0.67%) Financial Institution
14 5 (0.56%) Law
15 4 (0.44%) Aerospace
15 4 (0.44%) German Language
15 4 (0.44%) Pharmaceutical
16 3 (0.33%) iGaming
17 2 (0.22%) Private Banking
17 2 (0.22%) Retail Banking
Job Titles
1 365 (40.60%) Developer
2 111 (12.35%) Data Engineer
3 90 (10.01%) PHP Developer
4 83 (9.23%) Java Developer
5 73 (8.12%) Architect
6 71 (7.90%) Full Stack Developer
7 69 (7.68%) Senior Developer
8 56 (6.23%) DevOps Engineer
9 52 (5.78%) Data Architect
9 52 (5.78%) Solutions Architect
10 45 (5.01%) Java Engineer
11 42 (4.67%) Linux Engineer
12 41 (4.56%) AWS Engineer
13 40 (4.45%) Software Engineer
14 39 (4.34%) Analyst
14 39 (4.34%) Applications Support
14 39 (4.34%) Java Architect
15 38 (4.23%) Engineering Manager
16 36 (4.00%) Cloud Architect
17 34 (3.78%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 212 (23.58%) HTML
2 190 (21.13%) Web Services
3 188 (20.91%) LAMP
4 185 (20.58%) CSS
5 123 (13.68%) Spring
6 112 (12.46%) Kafka
7 100 (11.12%) AngularJS
8 89 (9.90%) gRPC
9 83 (9.23%) jQuery
10 80 (8.90%) Node.js
11 75 (8.34%) Laravel
11 75 (8.34%) RESTful
12 68 (7.56%) REST
13 63 (7.01%) JSON
14 59 (6.56%) HTML5
15 56 (6.23%) OAuth
16 52 (5.78%) React
16 52 (5.78%) Swagger
17 50 (5.56%) Spring Boot
18 49 (5.45%) .NET
Miscellaneous
1 92 (10.23%) Hedge funds
2 82 (9.12%) Analytical Skills
3 33 (3.67%) Mobile App
4 32 (3.56%) Greenfield Project
5 31 (3.45%) Linux Command Line
6 30 (3.34%) Data Centre
6 30 (3.34%) User Experience
7 26 (2.89%) Data Structures
8 25 (2.78%) Algorithms
9 23 (2.56%) Self-Motivation
10 18 (2.00%) Market Risk
11 17 (1.89%) PKI
11 17 (1.89%) Public Cloud
12 12 (1.33%) Enterprise Software
13 11 (1.22%) Cloud Native
13 11 (1.22%) Reference Data
14 9 (1.00%) Blog
14 9 (1.00%) Reinsurance
15 8 (0.89%) Management Information System
15 8 (0.89%) Wiki
Operating Systems
1 448 (49.83%) Linux
2 100 (11.12%) Windows
3 72 (8.01%) Unix
4 53 (5.90%) CentOS
5 51 (5.67%) Windows Server
6 47 (5.23%) Ubuntu
7 44 (4.89%) Red Hat Enterprise Linux
8 19 (2.11%) Android
9 15 (1.67%) Windows Server 2016
10 14 (1.56%) Windows Server 2012
11 13 (1.45%) Debian
12 11 (1.22%) Apple iOS
13 8 (0.89%) Solaris
14 5 (0.56%) Mac OS X
15 3 (0.33%) Windows Server 2008
16 2 (0.22%) AIX
16 2 (0.22%) DC/OS
17 1 (0.11%) CoreOS
17 1 (0.11%) Kali Linux
17 1 (0.11%) Windows Server 2019
Processes & Methodologies
1 287 (31.92%) DevOps
2 284 (31.59%) Agile Software Development
3 193 (21.47%) Microservices
4 147 (16.35%) Software Engineering
5 114 (12.68%) Mentoring
6 108 (12.01%) MVC
6 108 (12.01%) Problem-Solving
7 104 (11.57%) Continuous Integration
8 98 (10.90%) Asset Management
9 95 (10.57%) Analytics
9 95 (10.57%) Investment Management
10 93 (10.34%) OOP
11 92 (10.23%) TDD
12 84 (9.34%) OO
13 75 (8.34%) Scrum
14 74 (8.23%) Web Development
15 73 (8.12%) Data Science
16 72 (8.01%) Machine Learning
17 69 (7.68%) BDD
18 68 (7.56%) Open Source
Programming Languages
1 414 (46.05%) Java
2 384 (42.71%) Python
3 252 (28.03%) SQL
4 250 (27.81%) PHP
5 244 (27.14%) JavaScript
6 119 (13.24%) Scala
7 88 (9.79%) Bash Shell
8 76 (8.45%) C#
9 60 (6.67%) C++
10 55 (6.12%) Perl
11 54 (6.01%) PowerShell
12 53 (5.90%) R
12 53 (5.90%) Ruby
13 50 (5.56%) Shell Script
14 38 (4.23%) C
15 29 (3.23%) Go
16 28 (3.11%) Java 8
17 27 (3.00%) PHP 7
18 18 (2.00%) T-SQL
18 18 (2.00%) TypeScript
Qualifications
1 110 (12.24%) Degree
2 47 (5.23%) Security Cleared
3 31 (3.45%) SC Cleared
4 30 (3.34%) Sun Certification
5 26 (2.89%) Computer Science Degree
5 26 (2.89%) DV Cleared
6 10 (1.11%) MCP
6 10 (1.11%) RHCE
7 8 (0.89%) TOGAF Certification
8 7 (0.78%) AWS Certification
9 4 (0.44%) PhD
10 3 (0.33%) ISEB
11 2 (0.22%) CCNP
11 2 (0.22%) Cisco Certification
11 2 (0.22%) DBS Check
11 2 (0.22%) RHCSA
11 2 (0.22%) VMware Certified Professional (VCP)
12 1 (0.11%) CCNA
12 1 (0.11%) Linux+ Certification
12 1 (0.11%) Microsoft Certification
Quality Assurance & Compliance
1 34 (3.78%) QA
2 15 (1.67%) GDPR
3 7 (0.78%) ISO/IEC 27001
4 5 (0.56%) Data Quality
4 5 (0.56%) SLA
5 4 (0.44%) PCI DSS
6 1 (0.11%) COBIT
6 1 (0.11%) Sarbanes-Oxley
System Software
1 230 (25.58%) Docker
2 28 (3.11%) VMware Infrastructure
3 23 (2.56%) Hyper-V
4 20 (2.22%) Active Directory
5 12 (1.33%) Virtual Machines
5 12 (1.33%) Virtual Servers
6 11 (1.22%) KVM
7 8 (0.89%) Apache ZooKeeper
8 7 (0.78%) HDFS
8 7 (0.78%) vSphere
9 6 (0.67%) Btrfs
9 6 (0.67%) Ceph
9 6 (0.67%) DRBD
9 6 (0.67%) Squid
9 6 (0.67%) Varnish
9 6 (0.67%) Xen
10 5 (0.56%) Apache Flume
11 3 (0.33%) VMware ESXi
12 2 (0.22%) LXC
12 2 (0.22%) VirtualBox
Systems Management
1 235 (26.14%) Kubernetes
2 108 (12.01%) Ansible
3 79 (8.79%) Puppet
4 73 (8.12%) Terraform
5 55 (6.12%) Opscode Chef
6 24 (2.67%) Salt
7 22 (2.45%) Nagios
8 20 (2.22%) Icinga
9 16 (1.78%) Prometheus
10 13 (1.45%) Consul
10 13 (1.45%) Packer
11 10 (1.11%) Hadoop YARN
11 10 (1.11%) logstash
11 10 (1.11%) Rundeck
12 9 (1.00%) Mesos
13 7 (0.78%) Kibana
14 6 (0.67%) Check_MK
14 6 (0.67%) HAProxy
15 5 (0.56%) cPanel
15 5 (0.56%) Grafana
Vendors
1 150 (16.69%) Google
2 149 (16.57%) Oracle
3 70 (7.79%) Microsoft
4 52 (5.78%) Red Hat
5 43 (4.78%) VMware
6 24 (2.67%) Databricks
7 23 (2.56%) Tableau
8 17 (1.89%) IBM
8 17 (1.89%) Zend
9 15 (1.67%) ServiceNow
10 14 (1.56%) Hortonworks
11 13 (1.45%) Teradata
12 12 (1.33%) Splunk
13 11 (1.22%) Cloudera
14 9 (1.00%) Netezza
15 8 (0.89%) Adobe
15 8 (0.89%) Cognos
15 8 (0.89%) hybris
16 7 (0.78%) MapR
16 7 (0.78%) Talend