Period
to 17 January 2022

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 17 January 2022 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
17 Jan 2022
Same period 2021 Same period 2020
Rank 328 251 338
Rank change year-on-year -77 +87 -98
Permanent jobs citing Apache 1,123 709 1,105
As % of all permanent jobs advertised in England 1.03% 1.28% 0.95%
As % of the Application Platforms category 7.90% 9.11% 6.51%
Number of salaries quoted 643 601 933
10th Percentile £37,500 £36,250 £32,500
25th Percentile £43,750 £41,250 £41,250
Median annual salary (50th Percentile) £57,810 £60,000 £60,000
Median % change year-on-year -3.65% - +14.29%
75th Percentile £82,500 £85,000 £77,500
90th Percentile £105,000 £115,000 £90,000
UK median annual salary £59,000 £55,000 £57,500
% change year-on-year +7.27% -4.35% +15.00%

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 14,214 7,780 16,970
As % of all permanent IT jobs advertised in England 13.05% 14.07% 14.54%
Number of salaries quoted 9,345 6,404 13,794
10th Percentile £30,000 £31,250 £27,500
25th Percentile £40,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £75,000 £72,000 £70,000
90th Percentile £92,500 £87,500 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 17 January 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 17 January 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
Job
Vacancies
London -74 565 £72,500 -17.14% 84
South East -33 214 £50,000 +11.11% 24
North of England -154 92 £50,000 -16.67% 22
Midlands -53 78 £50,000 -9.09% 25
South West -90 59 £47,500 +11.76% 20
East of England -43 55 £47,500 +8.57% 7
East Midlands -40 46 £50,000 -23.08% 7
Yorkshire -70 43 £52,500 -19.23% 6
North West -120 42 £46,250 -4.64% 9
West Midlands -52 32 £47,500 -13.64% 17
North East -28 7 £40,000 -38.46% 7
Apache
UK

For the 6 months to 17 January 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.

1 595 (52.98%) AWS
2 580 (51.65%) Python
3 558 (49.69%) Agile Software Development
4 554 (49.33%) Java
5 541 (48.17%) Linux
6 409 (36.42%) SQL
7 380 (33.84%) DevOps
8 379 (33.75%) Azure
9 341 (30.37%) Apache Spark
10 336 (29.92%) JavaScript
11 315 (28.05%) Finance
12 310 (27.60%) Software Engineering
13 309 (27.52%) Kafka
14 290 (25.82%) Docker
15 289 (25.73%) Git (software)
16 280 (24.93%) GCP
17 271 (24.13%) AngularJS
18 263 (23.42%) MySQL
19 256 (22.80%) CSS
20 248 (22.08%) Social Skills
21 247 (21.99%) Full Stack Development
22 246 (21.91%) Big Data
23 245 (21.82%) Kubernetes
24 242 (21.55%) React
24 242 (21.55%) NoSQL
25 230 (20.48%) Analytics
26 227 (20.21%) HTML
26 227 (20.21%) LAMP
27 216 (19.23%) Open Source
28 215 (19.15%) Jenkins

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
1 341 (30.37%) Apache Spark
2 170 (15.14%) Apache Airflow
3 122 (10.86%) nginx
4 103 (9.17%) IIS
5 93 (8.28%) Tomcat
6 88 (7.84%) Elasticsearch
7 73 (6.50%) WordPress
8 60 (5.34%) GemFire
9 55 (4.90%) CMS
10 46 (4.10%) Apache Solr
11 38 (3.38%) Confluence
12 24 (2.14%) JBoss
13 16 (1.42%) Jetty
13 16 (1.42%) Luigi
14 14 (1.25%) Apache Pulsar
15 13 (1.16%) Drupal
15 13 (1.16%) WebLogic
16 8 (0.71%) Oracle HTTP Server
17 7 (0.62%) Apache Pig
17 7 (0.62%) SharePoint
Applications
1 10 (0.89%) Microsoft Office
2 6 (0.53%) Microsoft Excel
3 5 (0.45%) Photoshop
4 4 (0.36%) Adobe Illustrator
4 4 (0.36%) Microsoft PowerPoint
5 2 (0.18%) MS Visio
6 1 (0.089%) Adobe XD
6 1 (0.089%) Fireworks
6 1 (0.089%) Spreadsheet
Business Applications
1 10 (0.89%) Magento
2 7 (0.62%) Shopify
3 6 (0.53%) Dynamics CRM
4 5 (0.45%) Oracle Applications
4 5 (0.45%) Payment Gateway
5 4 (0.36%) Temenos T24
5 4 (0.36%) WebTrends
6 2 (0.18%) Workfront
Cloud Services
1 595 (52.98%) AWS
2 379 (33.75%) Azure
3 280 (24.93%) GCP
4 209 (18.61%) Amazon S3
5 198 (17.63%) Serverless
6 197 (17.54%) Amazon EC2
7 159 (14.16%) AWS Lambda
8 157 (13.98%) GitHub
9 80 (7.12%) Amazon SQS
10 70 (6.23%) AWS CloudFormation
11 69 (6.14%) Amazon CloudWatch
12 60 (5.34%) Amazon Kinesis
13 56 (4.99%) SaaS
14 55 (4.90%) Amazon EMR
15 48 (4.27%) GitHub Actions
16 46 (4.10%) AWS CloudTrail
17 41 (3.65%) Amazon EKS
18 40 (3.56%) AWS Step Functions
19 37 (3.29%) Power Platform
20 36 (3.21%) npm
Communications & Networking
1 50 (4.45%) Firewall
2 48 (4.27%) HTTP
3 43 (3.83%) DNS
4 35 (3.12%) Cisco IPT
5 28 (2.49%) TCP/IP
6 24 (2.14%) VPN
7 23 (2.05%) DHCP
8 22 (1.96%) SSL
9 14 (1.25%) VoIP
10 12 (1.07%) VLAN
11 11 (0.98%) Internet
12 10 (0.89%) HTTPS
13 9 (0.80%) Network Security
13 9 (0.80%) SMTP
14 8 (0.71%) WAN
15 7 (0.62%) AMQP
15 7 (0.62%) IPv4
15 7 (0.62%) IPv6
15 7 (0.62%) LAN
15 7 (0.62%) SAN
Database & Business Intelligence
1 263 (23.42%) MySQL
2 246 (21.91%) Big Data
3 242 (21.55%) NoSQL
4 188 (16.74%) PostgreSQL
5 149 (13.27%) Hadoop
6 137 (12.20%) Redis
7 134 (11.93%) Amazon DynamoDB
8 124 (11.04%) MongoDB
9 123 (10.95%) Data Lake
10 122 (10.86%) Relational Database
11 107 (9.53%) Data Warehouse
12 98 (8.73%) HBase
13 89 (7.93%) SQL Server
14 87 (7.75%) MariaDB
15 84 (7.48%) Apache Ignite
16 78 (6.95%) Apache Cassandra
17 64 (5.70%) BigQuery
18 61 (5.43%) Amazon Redshift
19 53 (4.72%) Amazon RDS
20 44 (3.92%) Metadata
Development Applications
1 289 (25.73%) Git (software)
2 215 (19.15%) Jenkins
3 120 (10.69%) JIRA
4 82 (7.30%) Cucumber
5 73 (6.50%) JUnit
6 68 (6.06%) Bitbucket
7 67 (5.97%) Gradle
8 65 (5.79%) Sonatype Nexus
9 62 (5.52%) Eclipse
9 62 (5.52%) IntelliJ
10 61 (5.43%) Cypress.io
11 58 (5.16%) Mockito
11 58 (5.16%) Protractor
11 58 (5.16%) Storybook
12 48 (4.27%) GitLab
13 47 (4.19%) Artifactory
14 36 (3.21%) gulp
14 36 (3.21%) Selenium
15 35 (3.12%) PHPUnit
15 35 (3.12%) SonarQube
General
1 315 (28.05%) Finance
2 248 (22.08%) Social Skills
3 128 (11.40%) Inclusion and Diversity
4 116 (10.33%) Banking
5 98 (8.73%) Analytical Skills
6 79 (7.03%) Law
7 78 (6.95%) Front Office
8 69 (6.14%) Marketing
9 44 (3.92%) Retail
10 35 (3.12%) Advertising
11 34 (3.03%) Games
12 22 (1.96%) Telecoms
13 15 (1.34%) Public Sector
14 14 (1.25%) Aerospace
15 13 (1.16%) Manufacturing
16 10 (0.89%) Electronics
17 9 (0.80%) Financial Institution
18 8 (0.71%) Investment Banking
18 8 (0.71%) Organisational Skills
18 8 (0.71%) Presentation Skills
Job Titles
1 428 (38.11%) Developer
2 203 (18.08%) Data Engineer
3 193 (17.19%) Software Engineer
4 85 (7.57%) PHP Developer
5 82 (7.30%) Java Developer
6 81 (7.21%) Python Developer
6 81 (7.21%) Python Engineer
7 77 (6.86%) AWS Engineer
7 77 (6.86%) Cloud Engineer
8 76 (6.77%) Developer/Software Engineer
9 75 (6.68%) Senior Data Engineer
10 74 (6.59%) Python Software Engineer
11 66 (5.88%) Software Developer
12 52 (4.63%) Lead Developer
13 51 (4.54%) DevOps Engineer
14 46 (4.10%) Senior Developer
15 44 (3.92%) Architect
16 42 (3.74%) Principal Engineer
17 37 (3.29%) Senior Cloud Engineer
18 35 (3.12%) Security Engineer
Libraries, Frameworks & Software Standards
1 309 (27.52%) Kafka
2 271 (24.13%) AngularJS
3 256 (22.80%) CSS
4 242 (21.55%) React
5 227 (20.21%) HTML
5 227 (20.21%) LAMP
6 179 (15.94%) Spring
7 127 (11.31%) Node.js
8 115 (10.24%) JSON
9 110 (9.80%) RESTful
10 109 (9.71%) Vue.js
11 107 (9.53%) REST
12 103 (9.17%) RabbitMQ
13 89 (7.93%) ActiveMQ
14 86 (7.66%) Twitter Bootstrap
15 81 (7.21%) Redux
16 79 (7.03%) Spring Boot
17 76 (6.77%) .NET
18 75 (6.68%) HTML5
19 74 (6.59%) Express
Miscellaneous
1 109 (9.71%) User Experience
2 96 (8.55%) Linux Command Line
3 87 (7.75%) Derivative
4 79 (7.03%) Equities
5 73 (6.50%) Hedge funds
6 71 (6.32%) Fixed Income
6 71 (6.32%) Foreign Exchange (FX)
7 53 (4.72%) Self-Motivation
8 37 (3.29%) Mobile App
9 31 (2.76%) Greenfield Project
10 30 (2.67%) Public Cloud
11 28 (2.49%) Algorithms
12 25 (2.23%) Cloud Native
13 22 (1.96%) Enterprise Software
14 21 (1.87%) Data Structures
15 20 (1.78%) Clustering
16 16 (1.42%) Tandem
17 15 (1.34%) Hybrid Cloud
17 15 (1.34%) Legacy Systems
18 13 (1.16%) Virtual Team
Operating Systems
1 541 (48.17%) Linux
2 152 (13.54%) Unix
3 141 (12.56%) Windows
4 63 (5.61%) Windows Server
5 50 (4.45%) Ubuntu
6 39 (3.47%) CentOS
7 38 (3.38%) Android
8 34 (3.03%) Red Hat Enterprise Linux
9 23 (2.05%) Apple iOS
10 18 (1.60%) Windows Server 2008
11 17 (1.51%) Mac OS X
12 14 (1.25%) VMS
13 11 (0.98%) AIX
13 11 (0.98%) SUSE
14 10 (0.89%) Debian
15 9 (0.80%) Windows 10
15 9 (0.80%) Windows Server 2016
16 8 (0.71%) Fedora
16 8 (0.71%) SUSE Linux Enterprise Server
17 6 (0.53%) Solaris
Processes & Methodologies
1 558 (49.69%) Agile Software Development
2 380 (33.84%) DevOps
3 310 (27.60%) Software Engineering
4 247 (21.99%) Full Stack Development
5 230 (20.48%) Analytics
6 216 (19.23%) Open Source
7 209 (18.61%) Microservices
8 182 (16.21%) Computer Science
9 178 (15.85%) Problem-Solving
10 171 (15.23%) TDD
11 155 (13.80%) Data Science
12 143 (12.73%) Data Pipeline
13 139 (12.38%) OO
14 136 (12.11%) ETL
15 130 (11.58%) Continuous Integration
16 123 (10.95%) Scrum
17 120 (10.69%) Machine Learning
18 108 (9.62%) BDD
19 104 (9.26%) Data Modelling
20 103 (9.17%) Data Engineering
Programming Languages
1 580 (51.65%) Python
2 554 (49.33%) Java
3 409 (36.42%) SQL
4 336 (29.92%) JavaScript
5 205 (18.25%) Scala
6 201 (17.90%) TypeScript
7 199 (17.72%) PHP
8 114 (10.15%) Bash
9 113 (10.06%) Shell Script
10 111 (9.88%) Kotlin
11 99 (8.82%) PowerShell
12 86 (7.66%) Groovy
13 80 (7.12%) C#
14 75 (6.68%) Clojure
15 59 (5.25%) C++
16 57 (5.08%) Go
17 50 (4.45%) C
18 47 (4.19%) Java 8
19 44 (3.92%) Ruby
20 26 (2.32%) R
Qualifications
1 163 (14.51%) Degree
2 62 (5.52%) OCP
2 62 (5.52%) Oracle Certification
3 57 (5.08%) Computer Science Degree
4 54 (4.81%) Security Cleared
5 45 (4.01%) Cisco Certification
6 37 (3.29%) CISSP
7 36 (3.21%) AWS Certification
8 35 (3.12%) (ISC)2 CCSP
9 24 (2.14%) SC Cleared
10 15 (1.34%) DBS Check
11 10 (0.89%) CCNA
12 6 (0.53%) ITIL Foundation Certificate
12 6 (0.53%) Master's Degree
12 6 (0.53%) MCSE
12 6 (0.53%) Microsoft Certification
12 6 (0.53%) PhD
12 6 (0.53%) Sun Certification
13 5 (0.45%) Linux+ Certification
13 5 (0.45%) PMI Certification
Quality Assurance & Compliance
1 35 (3.12%) QA
2 21 (1.87%) Data Quality
3 19 (1.69%) GDPR
4 16 (1.42%) ISO/IEC 27001
5 14 (1.25%) SLA
6 10 (0.89%) GxP
7 7 (0.62%) Accessibility
8 2 (0.18%) CRD IV
8 2 (0.18%) Cyber Essentials
8 2 (0.18%) GRC
8 2 (0.18%) IFRS
8 2 (0.18%) IFRS 9
8 2 (0.18%) ISO 8583
8 2 (0.18%) NCSC
8 2 (0.18%) NIST
9 1 (0.089%) ISO 22301
9 1 (0.089%) ISO 9001
9 1 (0.089%) PCI DSS
9 1 (0.089%) Sarbanes-Oxley
System Software
1 290 (25.82%) Docker
2 107 (9.53%) VMware Infrastructure
3 72 (6.41%) HDFS
4 32 (2.85%) Virtual Machines
5 21 (1.87%) Active Directory
6 17 (1.51%) Apache ZooKeeper
7 16 (1.42%) Hyper-V
7 16 (1.42%) KVM
8 9 (0.80%) LXC
9 8 (0.71%) iptables
9 8 (0.71%) Terminal Services
9 8 (0.71%) vSphere
10 7 (0.62%) NFS
10 7 (0.62%) Virtual Servers
11 6 (0.53%) Apache Flume
12 5 (0.45%) Samba
12 5 (0.45%) VirtualBox
13 3 (0.27%) Postfix
14 2 (0.18%) NDS
14 2 (0.18%) Varnish
Systems Management
1 245 (21.82%) Kubernetes
2 173 (15.41%) Terraform
3 165 (14.69%) Ansible
4 79 (7.03%) Opscode Chef
5 65 (5.79%) Puppet
6 41 (3.65%) Prometheus
7 31 (2.76%) Grafana
8 21 (1.87%) Packer
9 19 (1.69%) Hadoop YARN
10 17 (1.51%) Consul
11 16 (1.42%) HAProxy
11 16 (1.42%) Nagios
12 10 (0.89%) Mesos
13 9 (0.80%) Istio
13 9 (0.80%) Kubeflow
14 8 (0.71%) Cisco IPCC
14 8 (0.71%) Icinga
15 6 (0.53%) Check_MK
15 6 (0.53%) Scalr
16 5 (0.45%) Single Sign-On
Vendors
1 170 (15.14%) Google
2 158 (14.07%) Microsoft
3 141 (12.56%) VMware
4 109 (9.71%) Databricks
5 104 (9.26%) Oracle
6 64 (5.70%) Okta
7 38 (3.38%) Red Hat
8 17 (1.51%) Cisco
8 17 (1.51%) Hortonworks
8 17 (1.51%) Rackspace
9 16 (1.42%) Cloudera
10 15 (1.34%) IBM
11 14 (1.25%) Atlassian
12 13 (1.16%) Citrix
12 13 (1.16%) Zend
13 12 (1.07%) SAP
13 12 (1.07%) Splunk
14 11 (0.98%) WooCommerce
15 10 (0.89%) Apple
16 9 (0.80%) Adobe