Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 2 July 2022 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > Work from Home
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 295 260 252
Rank change year-on-year -35 -8 -20
Permanent jobs citing Apache 904 462 63
As % of all permanent jobs with a WFH option 1.15% 1.23% 0.71%
As % of the Application Platforms category 8.76% 9.43% 5.90%
Number of salaries quoted 442 341 42
10th Percentile £36,250 £36,250 £34,125
25th Percentile £41,250 £42,500 £45,000
Median annual salary (50th Percentile) £60,000 £57,500 £60,000
Median % change year-on-year +4.35% -4.17% -
75th Percentile £90,000 £90,000 £71,875
90th Percentile £97,500 £125,000 £90,000
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +14.29%

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 WFH option and a requirement for application platform skills.

All Application Platform Skills
Work from Home
Permanent vacancies with a requirement for application platform skills 10,321 4,899 1,068
As % of all permanent jobs with a WFH option 13.12% 13.04% 11.99%
Number of salaries quoted 5,132 3,572 895
10th Percentile £32,500 £31,250 £32,500
25th Percentile £42,500 £40,875 £42,500
Median annual salary (50th Percentile) £57,500 £52,500 £57,500
Median % change year-on-year +9.52% -8.70% -
75th Percentile £77,500 £72,500 £73,750
90th Percentile £93,750 £88,750 £87,500
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Apache
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Apache as a proportion of all IT jobs advertised.

Apache trend for jobs with a WFH option

Apache
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Apache.

Apache salary trend for jobs with a WFH option

Apache
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Apache over the 6 months to 2 July 2022.

Apache salary histogram for jobs with a WFH option

For the 6 months to 2 July 2022, Apache job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Apache.

1 535 (59.18%) Python
2 468 (51.77%) Linux
3 378 (41.81%) AWS
4 368 (40.71%) Docker
5 333 (36.84%) SQL
6 329 (36.39%) Java
7 289 (31.97%) DevOps
8 281 (31.08%) Azure
9 272 (30.09%) Agile
10 270 (29.87%) MySQL
11 267 (29.54%) Kubernetes
12 237 (26.22%) Git (software)
13 230 (25.44%) CI/CD
14 228 (25.22%) LAMP
15 226 (25.00%) Software Engineering
15 226 (25.00%) Social Skills
16 225 (24.89%) JavaScript
17 219 (24.23%) Finance
18 215 (23.78%) PHP
18 215 (23.78%) HTML
19 212 (23.45%) Apache Spark
20 200 (22.12%) GCP
21 198 (21.90%) Apache Airflow
22 193 (21.35%) Analytics
23 188 (20.80%) Kafka
24 180 (19.91%) CSS
25 174 (19.25%) Windows
26 168 (18.58%) Open Source
27 160 (17.70%) Data Science
27 160 (17.70%) Data Pipeline

Apache
Co-occurring IT Skills with a WFH Option 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
1 212 (23.45%) Apache Spark
2 198 (21.90%) Apache Airflow
3 103 (11.39%) Tomcat
4 83 (9.18%) nginx
5 69 (7.63%) IIS
6 47 (5.20%) Confluence
7 33 (3.65%) WordPress
8 21 (2.32%) CMS
8 21 (2.32%) Jupyter
9 19 (2.10%) Luigi
10 16 (1.77%) Apache Solr
11 15 (1.66%) WildFly
12 12 (1.33%) Jetty
13 11 (1.22%) MS Exchange
14 10 (1.11%) Moodle
15 9 (1.00%) WebSphere
16 6 (0.66%) BizTalk Server
16 6 (0.66%) MediaWiki
17 5 (0.55%) Apache Pig
17 5 (0.55%) Apache TomEE
Applications
1 39 (4.31%) Microsoft Office
2 18 (1.99%) Microsoft Excel
3 15 (1.66%) Microsoft PowerPoint
4 12 (1.33%) MS Visio
5 4 (0.44%) FileZilla
6 1 (0.11%) Gephi
Business Applications
1 24 (2.65%) Dynamics CRM
2 4 (0.44%) Acoustic Campaign
2 4 (0.44%) Adobe Campaign
2 4 (0.44%) Oracle Applications
3 1 (0.11%) Magento
3 1 (0.11%) Payment Gateway
Cloud Services
1 378 (41.81%) AWS
2 281 (31.08%) Azure
3 200 (22.12%) GCP
4 124 (13.72%) Serverless
5 122 (13.50%) Amazon S3
6 117 (12.94%) GitHub
7 87 (9.62%) SaaS
8 77 (8.52%) Amazon EC2
9 73 (8.08%) AWS Lambda
10 54 (5.97%) PaaS
11 50 (5.53%) Amazon CloudWatch
12 44 (4.87%) Azure DevOps
13 43 (4.76%) AWS CloudFormation
14 39 (4.31%) Snowflake
15 38 (4.20%) Amazon SQS
16 32 (3.54%) Amazon ElastiCache
16 32 (3.54%) GitHub Actions
17 30 (3.32%) Datadog
18 29 (3.21%) npm
19 27 (2.99%) Cloud Computing
Communications & Networking
1 71 (7.85%) Firewall
2 54 (5.97%) DNS
3 48 (5.31%) HTTP
4 38 (4.20%) TCP/IP
5 36 (3.98%) VoIP
6 33 (3.65%) SSL
7 27 (2.99%) LAN
8 23 (2.54%) Internet
9 22 (2.43%) DMZ
10 20 (2.21%) VPN
11 19 (2.10%) DHCP
12 18 (1.99%) Network Security
13 16 (1.77%) VLAN
14 12 (1.33%) FTP
14 12 (1.33%) Wi-Fi
15 10 (1.11%) SMTP
16 9 (1.00%) Cisco IOS
16 9 (1.00%) IPsec
16 9 (1.00%) NetScaler
17 7 (0.77%) Broadband
Database & Business Intelligence
1 270 (29.87%) MySQL
2 151 (16.70%) PostgreSQL
3 136 (15.04%) Big Data
4 133 (14.71%) Data Warehouse
5 131 (14.49%) Hadoop
6 112 (12.39%) Data Lake
7 106 (11.73%) Redis
8 101 (11.17%) MongoDB
8 101 (11.17%) NoSQL
9 97 (10.73%) SQL Server
10 69 (7.63%) Elasticsearch
11 61 (6.75%) Amazon Athena
12 57 (6.31%) Flink
13 51 (5.64%) BigQuery
14 50 (5.53%) Relational Database
15 45 (4.98%) Amazon Redshift
16 43 (4.76%) Amazon Aurora
17 42 (4.65%) Apache Arrow
17 42 (4.65%) Apache Hive
18 36 (3.98%) MariaDB
Development Applications
1 237 (26.22%) Git (software)
2 140 (15.49%) JIRA
3 109 (12.06%) Jenkins
4 63 (6.97%) GitLab
5 43 (4.76%) Bitbucket
6 40 (4.42%) Maven
7 28 (3.10%) Octopus Deploy
8 22 (2.43%) Artifactory
9 21 (2.32%) Gradle
9 21 (2.32%) Grunt
9 21 (2.32%) gulp
10 20 (2.21%) Cypress.io
11 18 (1.99%) webpack
12 17 (1.88%) JUnit
13 16 (1.77%) Subversion
14 15 (1.66%) Mockito
15 13 (1.44%) Vagrant
15 13 (1.44%) Visual Studio Code
16 8 (0.88%) Babel
16 8 (0.88%) Bitbucket Server
General
1 226 (25.00%) Social Skills
2 219 (24.23%) Finance
3 94 (10.40%) Analytical Skills
4 67 (7.41%) Inclusion and Diversity
5 63 (6.97%) Marketing
6 59 (6.53%) Public Sector
7 50 (5.53%) Advertising
7 50 (5.53%) Games
8 41 (4.54%) Retail
9 40 (4.42%) Telecoms
10 38 (4.20%) Legal
11 35 (3.87%) Law
12 30 (3.32%) Local Government
13 28 (3.10%) Banking
14 23 (2.54%) Publishing
15 20 (2.21%) Aerospace
16 19 (2.10%) Front Office
17 16 (1.77%) Billing
18 13 (1.44%) French Language
18 13 (1.44%) Portuguese Language
Job Titles
1 223 (24.67%) Data Engineer
2 189 (20.91%) Developer
3 156 (17.26%) Software Engineer
4 66 (7.30%) Senior Software Engineer
5 59 (6.53%) PHP Developer
5 59 (6.53%) Senior Data Engineer
6 58 (6.42%) Architect
7 57 (6.31%) DevOps Engineer
8 42 (4.65%) Infrastructure Engineer
8 42 (4.65%) Senior Developer
9 39 (4.31%) Principal Architect
10 38 (4.20%) Java Developer
11 35 (3.87%) Analyst
12 34 (3.76%) Principal Engineer
13 33 (3.65%) Consultant
13 33 (3.65%) Principal Software Engineer
13 33 (3.65%) SaaS Architect
13 33 (3.65%) SaaS Software Engineer
13 33 (3.65%) Software Architect
14 32 (3.54%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 228 (25.22%) LAMP
2 215 (23.78%) HTML
3 188 (20.80%) Kafka
4 180 (19.91%) CSS
5 121 (13.38%) AngularJS
6 111 (12.28%) XML
7 105 (11.62%) HTML5
8 103 (11.39%) React
9 90 (9.96%) Laravel
10 74 (8.19%) LAPP Stack
11 71 (7.85%) REST
12 68 (7.52%) CSS3
12 68 (7.52%) Spring
13 64 (7.08%) .NET
14 63 (6.97%) Apache NiFi
14 63 (6.97%) Pandas
15 62 (6.86%) Symfony
16 61 (6.75%) Twitter Bootstrap
17 59 (6.53%) NumPy
18 56 (6.19%) Vue.js
Miscellaneous
1 76 (8.41%) Public Cloud
2 47 (5.20%) Self-Motivation
3 45 (4.98%) Cyber Defence
3 45 (4.98%) Hackathon
4 44 (4.87%) Cyberattack
5 35 (3.87%) Enterprise Software
5 35 (3.87%) Private Cloud
5 35 (3.87%) User Experience
6 31 (3.43%) Linux Command Line
7 27 (2.99%) Cloud Native
8 25 (2.77%) Algorithms
9 23 (2.54%) Cybercrime
9 23 (2.54%) Derivative
10 22 (2.43%) Video Conferencing
11 20 (2.21%) Hedge funds
12 19 (2.10%) Equities
12 19 (2.10%) Fixed Income
12 19 (2.10%) Foreign Exchange (FX)
13 18 (1.99%) Mobile App
14 17 (1.88%) Enterprise Cloud
Operating Systems
1 468 (51.77%) Linux
2 174 (19.25%) Windows
3 131 (14.49%) Unix
4 101 (11.17%) Ubuntu
5 56 (6.19%) CentOS
6 40 (4.42%) Red Hat Enterprise Linux
7 38 (4.20%) Windows Server
8 34 (3.76%) Debian
9 31 (3.43%) Android
10 24 (2.65%) AIX
11 22 (2.43%) Solaris
12 20 (2.21%) Mac OS
13 11 (1.22%) Windows 10
14 9 (1.00%) Alpine Linux
14 9 (1.00%) Apple iOS
15 6 (0.66%) Amazon Linux
16 5 (0.55%) Windows Server 2008
17 4 (0.44%) Windows Server 2016
18 3 (0.33%) SUSE
19 2 (0.22%) Windows Server 2012
Processes & Methodologies
1 289 (31.97%) DevOps
2 272 (30.09%) Agile
3 230 (25.44%) CI/CD
4 226 (25.00%) Software Engineering
5 193 (21.35%) Analytics
6 168 (18.58%) Open Source
7 160 (17.70%) Data Pipeline
7 160 (17.70%) Data Science
8 144 (15.93%) Full Stack Development
9 138 (15.27%) TDD
10 121 (13.38%) Data Engineering
11 116 (12.83%) Continuous Integration
12 115 (12.72%) Problem-Solving
13 112 (12.39%) Computer Science
14 97 (10.73%) Microservices
15 95 (10.51%) OO
16 93 (10.29%) Data Modelling
17 88 (9.73%) Infrastructure Engineering
18 84 (9.29%) Fintech
19 80 (8.85%) ETL
Programming Languages
1 535 (59.18%) Python
2 333 (36.84%) SQL
3 329 (36.39%) Java
4 225 (24.89%) JavaScript
5 215 (23.78%) PHP
6 149 (16.48%) Bash
7 133 (14.71%) TypeScript
8 79 (8.74%) Go
9 69 (7.63%) Shell Script
10 59 (6.53%) Scala
11 47 (5.20%) Ruby
12 41 (4.54%) C++
13 39 (4.31%) C#
14 36 (3.98%) Perl
15 34 (3.76%) PowerShell
16 30 (3.32%) C
17 24 (2.65%) SAPscript
18 19 (2.10%) ES6
19 16 (1.77%) F#
20 15 (1.66%) Kotlin
Qualifications
1 92 (10.18%) Degree
2 68 (7.52%) Security Cleared
3 32 (3.54%) Computer Science Degree
4 30 (3.32%) SC Cleared
5 28 (3.10%) RHCE
6 22 (2.43%) DBS Check
7 15 (1.66%) PMI Certification
8 14 (1.55%) Numerate Degree
9 9 (1.00%) DV Cleared
10 8 (0.88%) CCNA
10 8 (0.88%) Cisco Certification
11 4 (0.44%) AWS Certification
11 4 (0.44%) MCSE
11 4 (0.44%) Microsoft Certification
11 4 (0.44%) PhD
12 3 (0.33%) HND
13 2 (0.22%) Master's Degree
14 1 (0.11%) Linux+ Certification
14 1 (0.11%) LPIC
14 1 (0.11%) MBA
Quality Assurance & Compliance
1 100 (11.06%) QA
2 34 (3.76%) Data Quality
3 6 (0.66%) GDPR
3 6 (0.66%) SLA
4 5 (0.55%) ISO/IEC 27001
5 4 (0.44%) Accessibility
6 3 (0.33%) PCI DSS
7 2 (0.22%) Cyber Essentials
7 2 (0.22%) Cyber Essentials PLUS
8 1 (0.11%) Actionable Recommendations
System Software
1 368 (40.71%) Docker
2 92 (10.18%) VMware Infrastructure
3 45 (4.98%) Active Directory
4 40 (4.42%) Apache ZooKeeper
5 23 (2.54%) Oracle RAC
6 20 (2.21%) KVM
7 18 (1.99%) vSphere
8 17 (1.88%) Xen
9 16 (1.77%) GlusterFS
10 14 (1.55%) Virtual Servers
11 10 (1.11%) Varnish
12 9 (1.00%) GridGain
13 8 (0.88%) LXC
14 7 (0.77%) Citrix Hypervisor
15 6 (0.66%) VMware ESXi
16 5 (0.55%) Apache Flume
16 5 (0.55%) etcd
16 5 (0.55%) Hyper-V
16 5 (0.55%) Postfix
17 4 (0.44%) Virtual Machines
Systems Management
1 267 (29.54%) Kubernetes
2 138 (15.27%) Terraform
3 122 (13.50%) Ansible
4 73 (8.08%) Puppet
5 44 (4.87%) Opscode Chef
6 34 (3.76%) Grafana
7 28 (3.10%) ZABBIX
8 25 (2.77%) Nagios
9 22 (2.43%) Prometheus
10 15 (1.66%) Kibana
11 14 (1.55%) Docker Swarm
12 13 (1.44%) HAProxy
13 9 (1.00%) cPanel
13 9 (1.00%) Jamf Pro
13 9 (1.00%) Podman
14 8 (0.88%) Proxmox
15 7 (0.77%) Cacti
16 5 (0.55%) Bacula
16 5 (0.55%) Bareos
16 5 (0.55%) Hadoop YARN
Vendors
1 134 (14.82%) Google
2 126 (13.94%) Microsoft
3 116 (12.83%) VMware
4 98 (10.84%) Oracle
5 69 (7.63%) Red Hat
6 55 (6.08%) Zend
7 44 (4.87%) Databricks
8 33 (3.65%) SAP
9 31 (3.43%) Splunk
10 30 (3.32%) Funding Circle
11 28 (3.10%) Cisco
12 26 (2.88%) F5
13 24 (2.65%) LexisNexis
13 24 (2.65%) SolarWinds
14 22 (2.43%) Atlassian
14 22 (2.43%) NEC
14 22 (2.43%) Northgate
15 19 (2.10%) QinetiQ
16 18 (1.99%) IBM
17 16 (1.77%) Bloomberg