Period
to

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 29 June 2022 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 312 280 283
Rank change year-on-year -32 +3 -20
Permanent jobs citing Apache 2,136 1,245 918
As % of all permanent jobs advertised in the UK 1.20% 1.17% 1.15%
As % of the Application Platforms category 9.21% 9.35% 8.84%
Number of salaries quoted 805 763 757
10th Percentile £37,500 £35,250 £33,750
25th Percentile £43,750 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £60,000
Median % change year-on-year +4.17% - +14.29%
75th Percentile £90,000 £78,750 £80,000
90th Percentile £108,750 £97,500 £108,750
UK excluding London median annual salary £51,250 £47,500 £47,500
% change year-on-year +7.89% - +5.56%

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 23,198 13,322 10,379
As % of all permanent IT jobs advertised in the UK 13.02% 12.56% 13.06%
Number of salaries quoted 10,572 9,062 8,218
10th Percentile £31,250 £31,250 £30,449
25th Percentile £41,250 £40,000 £38,980
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £75,000 £73,750 £71,250
90th Percentile £95,000 £87,500 £87,500
UK excluding London median annual salary £48,750 £45,000 £45,000
% change year-on-year +8.33% - +5.88%

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 29 June 2022.

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 29 June 2022. 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
Jobs
England -30 1,753 £65,000 +8.33% 165
London -61 1,029 £72,500 +3.57% 82
Work from Home -37 892 £60,000 +4.35% 93
UK excluding London -57 725 £51,250 +7.89% 88
South East -50 256 £47,201 +11.06% 14
North of England -48 153 £40,000 -20.00% 30
East of England +6 109 £45,000 -18.18% 15
South West +9 108 £85,000 +93.18% 8
North West -59 77 £55,000 +10.00% 10
Midlands -60 55 £62,500 +38.99% 15
Yorkshire -56 46 £43,000 -9.47% 16
North East +5 30 £40,000 - 4
West Midlands -61 30 £60,000 +33.33% 12
East Midlands -24 25 £62,500 +56.25% 3
Wales -23 24 £50,000 +5.26% 2
Scotland -101 19 £61,750 +17.62% 2
Northern Ireland -26 1 £28,500 -48.18% 2

For the 6 months to 29 June 2022, 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 1,338 (62.64%) Python
2 906 (42.42%) Agile
3 879 (41.15%) SQL
4 875 (40.96%) AWS
5 874 (40.92%) Java
6 853 (39.93%) Linux
7 683 (31.98%) Finance
8 671 (31.41%) GCP
8 671 (31.41%) Kubernetes
9 656 (30.71%) Docker
10 651 (30.48%) Apache Spark
11 637 (29.82%) Software Engineering
12 629 (29.45%) JavaScript
13 613 (28.70%) Social Skills
14 591 (27.67%) DevOps
15 582 (27.25%) Azure
16 552 (25.84%) CI/CD
17 542 (25.37%) MySQL
18 501 (23.46%) Analytics
19 469 (21.96%) Apache Airflow
20 450 (21.07%) Google
21 436 (20.41%) Git (software)
22 411 (19.24%) PHP
22 411 (19.24%) Big Data
23 407 (19.05%) HTML
24 399 (18.68%) PostgreSQL
25 397 (18.59%) CSS
26 394 (18.45%) LAMP
26 394 (18.45%) Data Science
27 391 (18.31%) Microservices

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
1 651 (30.48%) Apache Spark
2 469 (21.96%) Apache Airflow
3 202 (9.46%) nginx
4 167 (7.82%) Tomcat
5 138 (6.46%) IIS
6 83 (3.89%) Confluence
7 79 (3.70%) WordPress
8 58 (2.72%) CMS
9 30 (1.40%) Luigi
10 26 (1.22%) Drupal
10 26 (1.22%) JBoss
11 24 (1.12%) Apache Solr
12 23 (1.08%) Jupyter
13 22 (1.03%) Jetty
14 17 (0.80%) WebSphere
15 14 (0.66%) Headless CMS
15 14 (0.66%) MS Exchange
15 14 (0.66%) WebLogic
15 14 (0.66%) WildFly
16 13 (0.61%) Apache Synapse
Applications
1 42 (1.97%) Microsoft Office
2 19 (0.89%) Microsoft Excel
3 16 (0.75%) Microsoft PowerPoint
4 13 (0.61%) MS Visio
4 13 (0.61%) Spreadsheet
5 5 (0.23%) FileZilla
6 1 (0.047%) Gephi
Business Applications
1 24 (1.12%) Dynamics CRM
2 22 (1.03%) WebTrends
3 13 (0.61%) Temenos T24
4 5 (0.23%) Magento
4 5 (0.23%) Oracle Applications
5 4 (0.19%) Acoustic Campaign
5 4 (0.19%) Adobe Campaign
5 4 (0.19%) Fidessa
6 1 (0.047%) Payment Gateway
6 1 (0.047%) SAP Hybris
Cloud Services
1 875 (40.96%) AWS
2 671 (31.41%) GCP
3 582 (27.25%) Azure
4 386 (18.07%) Serverless
5 191 (8.94%) Amazon S3
6 179 (8.38%) Google Kubernetes Engine
7 176 (8.24%) GitHub
8 156 (7.30%) Cloud Functions
8 156 (7.30%) Dialogflow
8 156 (7.30%) Google App Engine
8 156 (7.30%) Google Compute Engine
9 151 (7.07%) Amazon EC2
10 142 (6.65%) SaaS
11 140 (6.55%) AWS Lambda
12 122 (5.71%) Snowflake
13 95 (4.45%) Amazon SQS
14 92 (4.31%) Power Platform
15 82 (3.84%) PaaS
16 80 (3.75%) Cloud Computing
17 75 (3.51%) Amazon CloudWatch
Communications & Networking
1 140 (6.55%) Firewall
2 104 (4.87%) DNS
3 102 (4.78%) HTTP
4 53 (2.48%) SSL
5 50 (2.34%) VPN
6 46 (2.15%) TCP/IP
7 41 (1.92%) LAN
8 39 (1.83%) VoIP
9 37 (1.73%) DHCP
9 37 (1.73%) Internet
10 26 (1.22%) VLAN
10 26 (1.22%) WAN
11 23 (1.08%) DMZ
12 21 (0.98%) Network Security
13 18 (0.84%) NetScaler
14 14 (0.66%) Reverse Proxy
14 14 (0.66%) SAN
15 13 (0.61%) FTP
15 13 (0.61%) IPsec
15 13 (0.61%) Wi-Fi
Database & Business Intelligence
1 542 (25.37%) MySQL
2 411 (19.24%) Big Data
3 399 (18.68%) PostgreSQL
4 352 (16.48%) NoSQL
5 305 (14.28%) Data Warehouse
6 298 (13.95%) Relational Database
7 282 (13.20%) Hadoop
8 253 (11.84%) BigQuery
9 247 (11.56%) MongoDB
10 246 (11.52%) Data Lake
11 195 (9.13%) Redis
12 186 (8.71%) SQL Server
13 181 (8.47%) Elasticsearch
14 157 (7.35%) Cloud Spanner
15 100 (4.68%) Apache Hive
16 93 (4.35%) Flink
17 92 (4.31%) Power BI
18 89 (4.17%) Amazon Athena
19 65 (3.04%) Apache Ignite
20 62 (2.90%) Amazon Aurora
Development Applications
1 436 (20.41%) Git (software)
2 229 (10.72%) JIRA
3 205 (9.60%) Jenkins
4 104 (4.87%) Bitbucket
5 92 (4.31%) GitLab
6 61 (2.86%) Maven
7 55 (2.57%) PHPUnit
8 51 (2.39%) webpack
9 46 (2.15%) gulp
10 45 (2.11%) Gradle
11 42 (1.97%) Selenium
12 36 (1.69%) JUnit
13 33 (1.54%) Artifactory
14 32 (1.50%) Cypress.io
14 32 (1.50%) Travis CI
15 27 (1.26%) Octopus Deploy
16 26 (1.22%) Mockito
17 25 (1.17%) Cucumber
17 25 (1.17%) Grunt
17 25 (1.17%) MLflow
General
1 683 (31.98%) Finance
2 613 (28.70%) Social Skills
3 268 (12.55%) Inclusion and Diversity
4 239 (11.19%) Analytical Skills
5 177 (8.29%) Manufacturing
6 154 (7.21%) Marketing
7 103 (4.82%) Games
8 100 (4.68%) Banking
9 96 (4.49%) Retail
10 78 (3.65%) Public Sector
11 72 (3.37%) Front Office
12 66 (3.09%) Advertising
13 62 (2.90%) Law
14 57 (2.67%) Telecoms
15 51 (2.39%) Legal
16 34 (1.59%) Financial Institution
17 33 (1.54%) Local Government
18 32 (1.50%) Aviation
19 30 (1.40%) Aerospace
20 23 (1.08%) Publishing
Job Titles
1 463 (21.68%) Data Engineer
2 427 (19.99%) Developer
3 345 (16.15%) Software Engineer
4 205 (9.60%) Cloud Engineer
5 173 (8.10%) GCP Engineer
6 158 (7.40%) Architect
7 129 (6.04%) Senior Data Engineer
8 120 (5.62%) DevOps Engineer
9 112 (5.24%) Senior Software Engineer
10 91 (4.26%) PHP Developer
11 80 (3.75%) Infrastructure Engineer
12 74 (3.46%) Python Engineer
13 65 (3.04%) Principal Engineer
14 62 (2.90%) Analyst
14 62 (2.90%) Developer/Software Engineer
15 61 (2.86%) Full Stack Developer
16 60 (2.81%) Senior Developer
17 57 (2.67%) Principal Software Engineer
17 57 (2.67%) Python Developer
18 54 (2.53%) Support Engineer
Libraries, Frameworks & Software Standards
1 407 (19.05%) HTML
2 397 (18.59%) CSS
3 394 (18.45%) LAMP
4 387 (18.12%) Kafka
5 292 (13.67%) React
6 283 (13.25%) AngularJS
7 252 (11.80%) Node.js
8 248 (11.61%) Apache Beam
9 189 (8.85%) XML
10 182 (8.52%) HTML5
11 180 (8.43%) REST
12 173 (8.10%) Laravel
13 168 (7.87%) Spring
14 162 (7.58%) Symfony
15 157 (7.35%) Vue.js
16 137 (6.41%) .NET
17 132 (6.18%) Apache NiFi
18 130 (6.09%) CSS3
19 122 (5.71%) LAPP Stack
20 111 (5.20%) GraphQL
Miscellaneous
1 263 (12.31%) Algorithms
2 210 (9.83%) User Experience
3 164 (7.68%) Data Structures
3 164 (7.68%) Life Science
4 155 (7.26%) Legacy Applications
5 125 (5.85%) Public Cloud
6 122 (5.71%) Cloud Native
7 111 (5.20%) Mobile App
8 91 (4.26%) Self-Motivation
9 70 (3.28%) Linux Command Line
10 63 (2.95%) Enterprise Software
11 52 (2.43%) Cyberattack
12 47 (2.20%) Blog
13 46 (2.15%) Cyber Defence
14 42 (1.97%) Greenfield Project
15 38 (1.78%) Private Cloud
16 35 (1.64%) Hedge funds
17 34 (1.59%) Virtual Team
18 33 (1.54%) PMI
19 31 (1.45%) Derivative
Operating Systems
1 853 (39.93%) Linux
2 299 (14.00%) Windows
3 227 (10.63%) Unix
4 164 (7.68%) Ubuntu
5 82 (3.84%) Red Hat Enterprise Linux
6 79 (3.70%) Windows Server
7 69 (3.23%) CentOS
8 40 (1.87%) Debian
9 34 (1.59%) Android
10 24 (1.12%) AIX
10 24 (1.12%) Windows 10
11 22 (1.03%) Solaris
11 22 (1.03%) VMS
12 21 (0.98%) Mac OS
13 18 (0.84%) Windows Server 2008
14 13 (0.61%) Alpine Linux
15 11 (0.51%) Apple iOS
15 11 (0.51%) Windows Server 2016
16 9 (0.42%) Amazon Linux
17 5 (0.23%) Windows Server 2012
Processes & Methodologies
1 906 (42.42%) Agile
2 637 (29.82%) Software Engineering
3 591 (27.67%) DevOps
4 552 (25.84%) CI/CD
5 501 (23.46%) Analytics
6 394 (18.45%) Data Science
7 391 (18.31%) Microservices
8 362 (16.95%) Mentoring
9 358 (16.76%) Open Source
10 351 (16.43%) Full Stack Development
11 331 (15.50%) Data Pipeline
12 304 (14.23%) ETL
13 298 (13.95%) Machine Learning
14 286 (13.39%) Data Engineering
15 284 (13.30%) Continuous Integration
16 283 (13.25%) Problem-Solving
17 281 (13.16%) Computer Science
18 270 (12.64%) TDD
19 241 (11.28%) Data Modelling
20 226 (10.58%) Coaching
Programming Languages
1 1,338 (62.64%) Python
2 879 (41.15%) SQL
3 874 (40.92%) Java
4 629 (29.45%) JavaScript
5 411 (19.24%) PHP
6 324 (15.17%) TypeScript
7 271 (12.69%) Scala
8 203 (9.50%) Bash
9 148 (6.93%) C#
10 138 (6.46%) Shell Script
11 127 (5.95%) Go
12 102 (4.78%) PowerShell
13 92 (4.31%) Ruby
14 79 (3.70%) C++
15 66 (3.09%) Perl
16 65 (3.04%) C
17 48 (2.25%) Kotlin
18 47 (2.20%) ES6
19 37 (1.73%) R
20 30 (1.40%) T-SQL
Qualifications
1 289 (13.53%) Degree
2 143 (6.69%) Security Cleared
3 106 (4.96%) Computer Science Degree
4 65 (3.04%) SC Cleared
5 33 (1.54%) PMI Certification
6 27 (1.26%) RHCE
7 25 (1.17%) Numerate Degree
8 23 (1.08%) CCNA
8 23 (1.08%) Cisco Certification
8 23 (1.08%) DV Cleared
9 22 (1.03%) DBS Check
10 19 (0.89%) PhD
11 12 (0.56%) AWS Certification
12 8 (0.37%) OCP
12 8 (0.37%) Oracle Certification
13 7 (0.33%) CCNP
13 7 (0.33%) Master's Degree
14 5 (0.23%) Microsoft Certification
15 4 (0.19%) JNCIA
15 4 (0.19%) JNCIP
Quality Assurance & Compliance
1 164 (7.68%) QA
2 75 (3.51%) Data Quality
3 50 (2.34%) Accessibility
4 37 (1.73%) GDPR
5 14 (0.66%) ISO/IEC 27001
6 12 (0.56%) SLA
7 7 (0.33%) PCI DSS
8 6 (0.28%) NIST
9 5 (0.23%) GxP
10 4 (0.19%) NCSC
11 2 (0.094%) CRD IV
11 2 (0.094%) Cyber Essentials
11 2 (0.094%) Cyber Essentials PLUS
11 2 (0.094%) IFRS
11 2 (0.094%) IFRS 9
11 2 (0.094%) ISO 15022
11 2 (0.094%) ISO 20022
12 1 (0.047%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 656 (30.71%) Docker
2 127 (5.95%) VMware Infrastructure
3 67 (3.14%) Active Directory
4 45 (2.11%) Apache ZooKeeper
5 32 (1.50%) LXC
6 24 (1.12%) KVM
6 24 (1.12%) Oracle RAC
7 23 (1.08%) HDFS
8 20 (0.94%) Virtual Machines
9 19 (0.89%) vSphere
10 17 (0.80%) GlusterFS
10 17 (0.80%) Xen
11 15 (0.70%) Virtual Servers
12 14 (0.66%) Varnish
13 13 (0.61%) Terminal Services
14 10 (0.47%) NFS
15 9 (0.42%) GridGain
16 8 (0.37%) Hyper-V
17 7 (0.33%) Citrix Hypervisor
17 7 (0.33%) VMware ESXi
Systems Management
1 671 (31.41%) Kubernetes
2 299 (14.00%) Terraform
3 203 (9.50%) Ansible
4 131 (6.13%) Puppet
5 75 (3.51%) Opscode Chef
6 61 (2.86%) Grafana
7 55 (2.57%) Prometheus
8 44 (2.06%) Nagios
9 27 (1.26%) ZABBIX
10 26 (1.22%) Hadoop YARN
11 22 (1.03%) Cisco IPCC
12 17 (0.80%) Control-M
13 15 (0.70%) HAProxy
14 14 (0.66%) Docker Swarm
15 12 (0.56%) Kibana
15 12 (0.56%) Packer
16 10 (0.47%) cPanel
16 10 (0.47%) Istio
16 10 (0.47%) Jamf Pro
16 10 (0.47%) Podman
Vendors
1 450 (21.07%) Google
2 221 (10.35%) Microsoft
3 191 (8.94%) Oracle
4 160 (7.49%) Databricks
4 160 (7.49%) VMware
5 105 (4.92%) Red Hat
6 70 (3.28%) Zend
7 58 (2.72%) Cisco
8 46 (2.15%) F5
8 46 (2.15%) Splunk
9 44 (2.06%) IBM
10 39 (1.83%) SAP
11 32 (1.50%) LexisNexis
12 29 (1.36%) Funding Circle
12 29 (1.36%) QinetiQ
12 29 (1.36%) SolarWinds
13 28 (1.31%) Atlassian
14 26 (1.22%) Citrix
15 25 (1.17%) Confluent
16 22 (1.03%) NEC