Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in England 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 2 July 2022 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 306 285 271
Rank change year-on-year -21 -14 0
Permanent jobs citing Apache 1,780 1,154 877
As % of all permanent jobs advertised in England 1.18% 1.21% 1.20%
As % of the Application Platforms category 9.26% 9.63% 9.28%
Number of salaries quoted 750 676 739
10th Percentile £37,500 £35,250 £35,000
25th Percentile £43,750 £42,500 £42,500
Median annual salary (50th Percentile) £64,125 £60,000 £60,000
Median % change year-on-year +6.88% - +9.09%
75th Percentile £90,000 £81,250 £81,250
90th Percentile £108,750 £98,000 £111,500
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 advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 19,214 11,983 9,449
As % of all permanent IT jobs advertised in England 12.78% 12.54% 12.97%
Number of salaries quoted 9,510 8,318 7,548
10th Percentile £31,250 £31,250 £30,500
25th Percentile £41,250 £40,000 £39,750
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £76,250 £73,750 £72,500
90th Percentile £95,000 £88,750 £87,500
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Apache
Job Vacancy Trend in England

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

Job vacancy trend for Apache in England

Apache
Salary Trend in England

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

Salary trend for Apache in England

Apache
Salary Histogram in England

Salary distribution for jobs citing Apache in England over the 6 months to 2 July 2022.

Salary histogram for Apache in England

Apache
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the England region over the 6 months to 2 July 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
London -66 1,048 £75,000 +7.14% 68
South East -51 262 £50,000 +17.65% 16
North of England -48 153 £40,000 -20.00% 28
East of England +1 113 £55,000 - 12
South West -2 105 £85,000 +93.18% 7
North West -50 77 £55,000 +10.00% 8
Midlands -59 56 £62,500 +38.89% 16
Yorkshire -66 46 £43,000 +4.88% 16
West Midlands -58 31 £55,000 +22.22% 12
North East +9 30 £40,000 - 4
East Midlands -29 25 £62,500 +56.25% 4
Apache
UK

For the 6 months to 2 July 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 across the England region with a requirement for Apache.

1 1,067 (59.94%) Python
2 784 (44.04%) Agile
3 739 (41.52%) AWS
4 728 (40.90%) Linux
5 701 (39.38%) SQL
6 692 (38.88%) Java
7 606 (34.04%) Finance
8 566 (31.80%) JavaScript
9 545 (30.62%) Kubernetes
10 542 (30.45%) GCP
11 532 (29.89%) Software Engineering
12 503 (28.26%) DevOps
13 495 (27.81%) Social Skills
14 491 (27.58%) Docker
15 489 (27.47%) Apache Spark
16 455 (25.56%) Azure
17 438 (24.61%) MySQL
18 435 (24.44%) CI/CD
19 401 (22.53%) Analytics
20 388 (21.80%) Google
21 386 (21.69%) Apache Airflow
22 367 (20.62%) Git (software)
23 354 (19.89%) CSS
24 347 (19.49%) Serverless
25 345 (19.38%) LAMP
26 341 (19.16%) Microservices
27 339 (19.04%) Mentoring
28 338 (18.99%) PHP
29 324 (18.20%) HTML
30 317 (17.81%) Big Data

Apache
Co-occurring IT Skills in England 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
1 489 (27.47%) Apache Spark
2 386 (21.69%) Apache Airflow
3 150 (8.43%) nginx
4 131 (7.36%) Tomcat
5 128 (7.19%) IIS
6 73 (4.10%) WordPress
7 64 (3.60%) Confluence
8 57 (3.20%) CMS
9 26 (1.46%) Drupal
10 25 (1.40%) Apache Solr
11 23 (1.29%) Jetty
12 21 (1.18%) JBoss
13 18 (1.01%) Luigi
14 15 (0.84%) WildFly
15 14 (0.79%) Headless CMS
15 14 (0.79%) WebLogic
16 13 (0.73%) Apache Synapse
16 13 (0.73%) MS Exchange
17 11 (0.62%) SharePoint
17 11 (0.62%) WebSphere
Applications
1 29 (1.63%) Microsoft Office
2 13 (0.73%) Spreadsheet
3 6 (0.34%) Microsoft Excel
4 5 (0.28%) FileZilla
5 3 (0.17%) Microsoft PowerPoint
6 1 (0.056%) MS Visio
Business Applications
1 24 (1.35%) Dynamics CRM
2 22 (1.24%) WebTrends
3 10 (0.56%) Temenos T24
4 5 (0.28%) Magento
4 5 (0.28%) Oracle Applications
5 4 (0.22%) Acoustic Campaign
5 4 (0.22%) Adobe Campaign
5 4 (0.22%) Fidessa
6 1 (0.056%) Payment Gateway
6 1 (0.056%) SAP Hybris
Cloud Services
1 739 (41.52%) AWS
2 542 (30.45%) GCP
3 455 (25.56%) Azure
4 347 (19.49%) Serverless
5 171 (9.61%) Google Kubernetes Engine
6 165 (9.27%) Amazon S3
7 156 (8.76%) Cloud Functions
7 156 (8.76%) Dialogflow
7 156 (8.76%) Google App Engine
7 156 (8.76%) Google Compute Engine
8 148 (8.31%) Amazon EC2
9 145 (8.15%) GitHub
10 137 (7.70%) AWS Lambda
11 122 (6.85%) Snowflake
12 120 (6.74%) SaaS
13 90 (5.06%) Amazon SQS
14 85 (4.78%) Power Platform
15 75 (4.21%) Azure DevOps
16 73 (4.10%) Amazon CloudWatch
17 66 (3.71%) Cloud Computing
Communications & Networking
1 120 (6.74%) Firewall
2 84 (4.72%) DNS
3 67 (3.76%) HTTP
4 52 (2.92%) VPN
5 44 (2.47%) SSL
6 41 (2.30%) LAN
7 36 (2.02%) DHCP
7 36 (2.02%) VoIP
8 26 (1.46%) TCP/IP
8 26 (1.46%) VLAN
9 25 (1.40%) Internet
9 25 (1.40%) WAN
10 22 (1.24%) DMZ
11 20 (1.12%) Network Security
12 14 (0.79%) NetScaler
12 14 (0.79%) Reverse Proxy
13 13 (0.73%) FTP
13 13 (0.73%) IPsec
14 12 (0.67%) SAN
14 12 (0.67%) SMTP
Database & Business Intelligence
1 438 (24.61%) MySQL
2 317 (17.81%) Big Data
3 298 (16.74%) PostgreSQL
4 285 (16.01%) NoSQL
5 284 (15.96%) Relational Database
6 241 (13.54%) Data Warehouse
7 235 (13.20%) BigQuery
8 187 (10.51%) Hadoop
9 175 (9.83%) Data Lake
10 172 (9.66%) MongoDB
11 164 (9.21%) Redis
12 160 (8.99%) Elasticsearch
13 157 (8.82%) Cloud Spanner
14 152 (8.54%) SQL Server
15 85 (4.78%) Power BI
16 73 (4.10%) Apache Hive
17 65 (3.65%) Apache Ignite
18 62 (3.48%) Amazon Aurora
19 61 (3.43%) Amazon Athena
20 58 (3.26%) DynamoDB
Development Applications
1 367 (20.62%) Git (software)
2 197 (11.07%) JIRA
3 175 (9.83%) Jenkins
4 105 (5.90%) Bitbucket
5 61 (3.43%) GitLab
6 51 (2.87%) PHPUnit
7 47 (2.64%) gulp
8 40 (2.25%) Selenium
9 37 (2.08%) webpack
10 33 (1.85%) Maven
11 32 (1.80%) Travis CI
12 31 (1.74%) JUnit
13 28 (1.57%) Octopus Deploy
14 27 (1.52%) Cypress.io
15 26 (1.46%) Cucumber
15 26 (1.46%) Grunt
15 26 (1.46%) MLflow
16 25 (1.40%) Mockito
17 24 (1.35%) Gradle
17 24 (1.35%) Subversion
General
1 606 (34.04%) Finance
2 495 (27.81%) Social Skills
3 246 (13.82%) Inclusion and Diversity
4 174 (9.78%) Manufacturing
5 170 (9.55%) Analytical Skills
6 151 (8.48%) Marketing
7 89 (5.00%) Games
8 73 (4.10%) Front Office
9 64 (3.60%) Banking
10 59 (3.31%) Law
11 57 (3.20%) Retail
12 54 (3.03%) Telecoms
13 49 (2.75%) Advertising
14 45 (2.53%) Public Sector
15 30 (1.69%) Aerospace
16 28 (1.57%) Legal
17 25 (1.40%) Aviation
18 17 (0.96%) Automotive
18 17 (0.96%) Multimedia
19 16 (0.90%) Documentation Skills
Job Titles
1 383 (21.52%) Developer
2 343 (19.27%) Data Engineer
3 242 (13.60%) Software Engineer
4 205 (11.52%) Cloud Engineer
5 171 (9.61%) GCP Engineer
6 136 (7.64%) Architect
7 106 (5.96%) Senior Data Engineer
8 97 (5.45%) DevOps Engineer
9 88 (4.94%) PHP Developer
10 75 (4.21%) Python Engineer
11 72 (4.04%) Senior Software Engineer
12 66 (3.71%) Analyst
13 63 (3.54%) Developer/Software Engineer
14 59 (3.31%) Python Developer
15 58 (3.26%) Infrastructure Engineer
16 54 (3.03%) Principal Engineer
17 53 (2.98%) Support Engineer
18 50 (2.81%) Applications Engineer
18 50 (2.81%) AWS Engineer
18 50 (2.81%) Senior Developer
Libraries, Frameworks & Software Standards
1 354 (19.89%) CSS
2 345 (19.38%) LAMP
3 324 (18.20%) HTML
4 307 (17.25%) Kafka
5 242 (13.60%) Apache Beam
6 239 (13.43%) AngularJS
7 230 (12.92%) React
8 198 (11.12%) Node.js
9 156 (8.76%) Laravel
10 155 (8.71%) Symfony
11 152 (8.54%) HTML5
12 143 (8.03%) XML
13 141 (7.92%) Spring
14 122 (6.85%) Apache NiFi
15 114 (6.40%) CSS3
15 114 (6.40%) REST
16 104 (5.84%) Vue.js
17 103 (5.79%) .NET
18 90 (5.06%) Spring Boot
19 89 (5.00%) Twitter Bootstrap
Miscellaneous
1 217 (12.19%) Algorithms
2 171 (9.61%) User Experience
3 164 (9.21%) Data Structures
3 164 (9.21%) Life Science
4 155 (8.71%) Legacy Applications
5 96 (5.39%) Cloud Native
6 84 (4.72%) Public Cloud
7 62 (3.48%) Self-Motivation
8 61 (3.43%) Mobile App
9 58 (3.26%) Linux Command Line
10 51 (2.87%) Enterprise Software
11 46 (2.58%) Blog
12 39 (2.19%) Cyberattack
13 38 (2.13%) Private Cloud
14 34 (1.91%) Hedge funds
15 33 (1.85%) Cyber Defence
16 30 (1.69%) Derivative
17 28 (1.57%) Virtual Team
18 27 (1.52%) Equities
19 25 (1.40%) Management Information System
Operating Systems
1 728 (40.90%) Linux
2 255 (14.33%) Windows
3 193 (10.84%) Unix
4 153 (8.60%) Ubuntu
5 83 (4.66%) Red Hat Enterprise Linux
6 73 (4.10%) Windows Server
7 43 (2.42%) CentOS
8 35 (1.97%) Android
9 28 (1.57%) Debian
10 24 (1.35%) AIX
11 23 (1.29%) Windows 10
12 22 (1.24%) Solaris
12 22 (1.24%) VMS
13 21 (1.18%) Mac OS
14 13 (0.73%) Windows Server 2008
15 12 (0.67%) Apple iOS
16 10 (0.56%) Amazon Linux
17 9 (0.51%) Windows Server 2016
18 8 (0.45%) Alpine Linux
19 5 (0.28%) Oracle Linux
Processes & Methodologies
1 784 (44.04%) Agile
2 532 (29.89%) Software Engineering
3 503 (28.26%) DevOps
4 435 (24.44%) CI/CD
5 401 (22.53%) Analytics
6 341 (19.16%) Microservices
7 339 (19.04%) Mentoring
8 289 (16.24%) Open Source
9 286 (16.07%) Data Science
10 285 (16.01%) Full Stack Development
11 261 (14.66%) ETL
12 259 (14.55%) Data Pipeline
13 245 (13.76%) Continuous Integration
14 244 (13.71%) Machine Learning
15 235 (13.20%) Data Engineering
16 227 (12.75%) TDD
17 226 (12.70%) Computer Science
17 226 (12.70%) Problem-Solving
18 215 (12.08%) Coaching
19 213 (11.97%) Event-Driven
Programming Languages
1 1,067 (59.94%) Python
2 701 (39.38%) SQL
3 692 (38.88%) Java
4 566 (31.80%) JavaScript
5 338 (18.99%) PHP
6 257 (14.44%) TypeScript
7 188 (10.56%) Scala
8 169 (9.49%) Bash
9 127 (7.13%) Shell Script
10 116 (6.52%) C#
11 94 (5.28%) PowerShell
12 85 (4.78%) Go
13 80 (4.49%) Ruby
14 66 (3.71%) C++
15 54 (3.03%) C
16 53 (2.98%) Perl
17 47 (2.64%) Kotlin
18 35 (1.97%) R
19 30 (1.69%) ES6
20 28 (1.57%) MATLAB
Qualifications
1 236 (13.26%) Degree
2 138 (7.75%) Security Cleared
3 83 (4.66%) Computer Science Degree
4 61 (3.43%) SC Cleared
5 24 (1.35%) Numerate Degree
6 23 (1.29%) DV Cleared
7 22 (1.24%) DBS Check
8 21 (1.18%) CCNA
8 21 (1.18%) Cisco Certification
9 17 (0.96%) PhD
10 13 (0.73%) AWS Certification
11 10 (0.56%) RHCE
12 8 (0.45%) OCP
12 8 (0.45%) Oracle Certification
12 8 (0.45%) PMI Certification
13 7 (0.39%) CCNP
13 7 (0.39%) Master's Degree
14 6 (0.34%) Microsoft Certification
15 4 (0.22%) JNCIA
15 4 (0.22%) MCSE
Quality Assurance & Compliance
1 97 (5.45%) QA
2 50 (2.81%) Accessibility
3 48 (2.70%) Data Quality
4 37 (2.08%) GDPR
5 14 (0.79%) ISO/IEC 27001
6 11 (0.62%) SLA
7 7 (0.39%) PCI DSS
8 6 (0.34%) NIST
9 5 (0.28%) GxP
10 2 (0.11%) Cyber Essentials
10 2 (0.11%) Cyber Essentials PLUS
10 2 (0.11%) ISO 15022
10 2 (0.11%) ISO 20022
11 1 (0.056%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 491 (27.58%) Docker
2 78 (4.38%) VMware Infrastructure
3 48 (2.70%) Active Directory
4 45 (2.53%) Apache ZooKeeper
5 33 (1.85%) LXC
6 24 (1.35%) HDFS
6 24 (1.35%) Oracle RAC
7 19 (1.07%) Virtual Machines
8 14 (0.79%) Virtual Servers
9 12 (0.67%) Terminal Services
9 12 (0.67%) Varnish
10 11 (0.62%) NFS
11 9 (0.51%) GridGain
12 7 (0.39%) Citrix Hypervisor
12 7 (0.39%) Postfix
12 7 (0.39%) Samba
12 7 (0.39%) VMware ESXi
13 6 (0.34%) Apache Flume
14 5 (0.28%) etcd
15 4 (0.22%) VirtualBox
Systems Management
1 545 (30.62%) Kubernetes
2 261 (14.66%) Terraform
3 163 (9.16%) Ansible
4 91 (5.11%) Puppet
5 52 (2.92%) Prometheus
6 49 (2.75%) Opscode Chef
7 43 (2.42%) Grafana
8 27 (1.52%) Nagios
9 23 (1.29%) Hadoop YARN
10 22 (1.24%) Cisco IPCC
10 22 (1.24%) Control-M
11 16 (0.90%) HAProxy
12 15 (0.84%) Kibana
13 13 (0.73%) Packer
14 11 (0.62%) ZABBIX
15 10 (0.56%) cPanel
15 10 (0.56%) Jamf Pro
15 10 (0.56%) Proxmox
16 8 (0.45%) Istio
17 7 (0.39%) Cacti
Vendors
1 388 (21.80%) Google
2 182 (10.22%) Microsoft
3 172 (9.66%) Oracle
4 125 (7.02%) Databricks
5 110 (6.18%) VMware
6 77 (4.33%) Red Hat
7 68 (3.82%) Zend
8 56 (3.15%) Cisco
9 36 (2.02%) SAP
10 35 (1.97%) IBM
11 29 (1.63%) QinetiQ
11 29 (1.63%) SolarWinds
12 26 (1.46%) Splunk
13 25 (1.40%) Citrix
14 24 (1.35%) Funding Circle
15 23 (1.29%) F5
16 22 (1.24%) NEC
16 22 (1.24%) Northgate
17 20 (1.12%) LexisNexis
17 20 (1.12%) Teradata