Period
to 27 January 2022

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

Apache HTTP Server (httpd)
UK
6 months to
27 Jan 2022
Same period 2021 Same period 2020
Rank 329 263 340
Rank change year-on-year -66 +77 -105
Permanent jobs citing Apache 1,317 801 1,168
As % of all permanent jobs advertised in the UK 1.01% 1.24% 0.94%
As % of the Application Platforms category 7.60% 8.93% 6.35%
Number of salaries quoted 705 682 974
10th Percentile £37,500 £36,250 £32,500
25th Percentile £43,750 £41,250 £40,000
Median annual salary (50th Percentile) £57,810 £57,500 £57,500
Median % change year-on-year +0.54% - +15.00%
75th Percentile £82,125 £80,000 £76,250
90th Percentile £105,000 £105,000 £89,625
UK excluding London median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +6.74%

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 17,327 8,969 18,380
As % of all permanent IT jobs advertised in the UK 13.29% 13.86% 14.72%
Number of salaries quoted 10,668 7,245 14,897
10th Percentile £30,000 £31,250 £27,750
25th Percentile £39,250 £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 £71,250 £68,750
90th Percentile £92,500 £87,500 £85,000
UK excluding London median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% +4.65%

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 27 January 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 27 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
Jobs
England -75 1,127 £57,500 -4.17% 190
UK excluding London -101 593 £50,000 +11.11% 123
London -75 570 £70,000 -12.50% 77
Work from Home -151 248 £55,000 -8.33% 45
South East -42 196 £48,750 +8.33% 29
North of England -134 110 £50,000 -16.67% 29
Midlands -54 76 £50,000 -9.09% 23
Scotland -18 74 £56,250 +18.42% 11
South West -80 61 £47,500 +11.76% 20
East of England -61 54 £47,500 +8.57% 9
Yorkshire -69 51 £52,500 -19.23% 6
North West -124 50 £48,750 +8.33% 18
East Midlands -35 45 £50,000 -13.04% 5
West Midlands -48 31 £50,000 -9.09% 18
Wales -49 17 £55,000 +22.22% 1
North East -32 9 £40,000 -38.46% 5
Northern Ireland -35 5 £67,500 +28.57% 1

For the 6 months to 27 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 with a requirement for Apache.

1 695 (52.77%) Python
2 684 (51.94%) AWS
3 666 (50.57%) Java
4 610 (46.32%) Agile Software Development
5 609 (46.24%) Linux
6 533 (40.47%) SQL
7 424 (32.19%) JavaScript
8 423 (32.12%) Azure
9 414 (31.44%) DevOps
10 400 (30.37%) Apache Spark
11 365 (27.71%) Docker
11 365 (27.71%) CI/CD
12 363 (27.56%) MySQL
13 350 (26.58%) GCP
14 334 (25.36%) Social Skills
15 328 (24.91%) Kafka
15 328 (24.91%) Software Engineering
16 326 (24.75%) Finance
17 314 (23.84%) Kubernetes
18 312 (23.69%) Git (software)
19 307 (23.31%) AngularJS
20 299 (22.70%) NoSQL
21 292 (22.17%) CSS
22 286 (21.72%) HTML
22 286 (21.72%) Full Stack Development
23 277 (21.03%) Big Data
24 272 (20.65%) React
25 270 (20.50%) TypeScript
26 256 (19.44%) Analytics
27 252 (19.13%) LAMP

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
1 400 (30.37%) Apache Spark
2 187 (14.20%) Apache Airflow
3 163 (12.38%) nginx
4 127 (9.64%) IIS
4 127 (9.64%) Tomcat
5 102 (7.74%) Elasticsearch
6 77 (5.85%) WordPress
7 54 (4.10%) CMS
8 43 (3.26%) Apache Solr
8 43 (3.26%) Confluence
9 39 (2.96%) GemFire
10 36 (2.73%) JBoss
11 19 (1.44%) Jetty
12 17 (1.29%) Luigi
13 16 (1.21%) WebLogic
14 13 (0.99%) Jupyter
15 12 (0.91%) Apache Pulsar
15 12 (0.91%) Drupal
16 11 (0.84%) Apache Pig
17 9 (0.68%) Oracle HTTP Server
Applications
1 11 (0.84%) Microsoft Office
2 7 (0.53%) Microsoft Excel
3 5 (0.38%) Photoshop
4 4 (0.30%) Adobe Illustrator
4 4 (0.30%) Microsoft PowerPoint
5 3 (0.23%) Adobe XD
6 2 (0.15%) MS Visio
Business Applications
1 11 (0.84%) Magento
2 7 (0.53%) Dynamics CRM
2 7 (0.53%) Shopify
2 7 (0.53%) Temenos T24
3 4 (0.30%) Oracle Applications
3 4 (0.30%) Payment Gateway
4 3 (0.23%) WebTrends
5 1 (0.076%) Workfront
Cloud Services
1 684 (51.94%) AWS
2 423 (32.12%) Azure
3 350 (26.58%) GCP
4 244 (18.53%) Amazon S3
5 210 (15.95%) Serverless
6 201 (15.26%) Amazon EC2
7 160 (12.15%) AWS Lambda
8 157 (11.92%) GitHub
9 89 (6.76%) Amazon SQS
10 82 (6.23%) AWS CloudFormation
11 74 (5.62%) npm
12 73 (5.54%) Amazon CloudWatch
12 73 (5.54%) Amazon Kinesis
13 69 (5.24%) SaaS
14 56 (4.25%) Amazon EMR
15 51 (3.87%) OpenShift
16 50 (3.80%) GitHub Actions
17 46 (3.49%) AWS CloudTrail
18 44 (3.34%) Power Platform
19 41 (3.11%) Amazon EKS
Communications & Networking
1 69 (5.24%) HTTP
2 67 (5.09%) Firewall
3 51 (3.87%) DNS
4 35 (2.66%) Cisco IPT
5 33 (2.51%) TCP/IP
6 29 (2.20%) SSL
7 24 (1.82%) DHCP
8 22 (1.67%) VPN
9 18 (1.37%) VoIP
10 15 (1.14%) HTTPS
11 14 (1.06%) VLAN
12 13 (0.99%) WAN
13 11 (0.84%) Internet
14 10 (0.76%) LAN
14 10 (0.76%) Reverse Proxy
15 8 (0.61%) Network Security
15 8 (0.61%) RTP
15 8 (0.61%) SAN
15 8 (0.61%) SMTP
16 7 (0.53%) Broadband
Database & Business Intelligence
1 363 (27.56%) MySQL
2 299 (22.70%) NoSQL
3 277 (21.03%) Big Data
4 238 (18.07%) PostgreSQL
5 212 (16.10%) Hadoop
6 184 (13.97%) MongoDB
7 141 (10.71%) Data Lake
8 129 (9.79%) Amazon DynamoDB
8 129 (9.79%) Redis
9 128 (9.72%) Data Warehouse
10 114 (8.66%) Relational Database
11 104 (7.90%) SQL Server
12 90 (6.83%) Apache Cassandra
13 85 (6.45%) HBase
14 81 (6.15%) Apache Ignite
15 68 (5.16%) Amazon RDS
15 68 (5.16%) MariaDB
16 67 (5.09%) BigQuery
17 62 (4.71%) Amazon Redshift
18 57 (4.33%) Flink
Development Applications
1 312 (23.69%) Git (software)
2 207 (15.72%) Jenkins
3 137 (10.40%) JIRA
4 79 (6.00%) Bitbucket
5 61 (4.63%) Cucumber
6 57 (4.33%) gulp
6 57 (4.33%) JUnit
6 57 (4.33%) Maven
7 52 (3.95%) GitLab
8 47 (3.57%) Cypress.io
9 46 (3.49%) Gradle
10 44 (3.34%) Sonatype Nexus
11 43 (3.26%) Selenium
12 42 (3.19%) Eclipse
12 42 (3.19%) Protractor
13 41 (3.11%) IntelliJ
14 40 (3.04%) Mockito
15 37 (2.81%) Storybook
16 36 (2.73%) Artifactory
16 36 (2.73%) PHPUnit
General
1 334 (25.36%) Social Skills
2 326 (24.75%) Finance
3 112 (8.50%) Inclusion and Diversity
4 107 (8.12%) Analytical Skills
5 105 (7.97%) Banking
6 77 (5.85%) Marketing
7 74 (5.62%) Front Office
8 57 (4.33%) Law
9 51 (3.87%) Retail
10 46 (3.49%) Advertising
11 33 (2.51%) Games
12 26 (1.97%) Public Sector
12 26 (1.97%) Telecoms
13 20 (1.52%) Legal
14 19 (1.44%) Pharmaceutical
15 18 (1.37%) Manufacturing
16 15 (1.14%) Aerospace
17 13 (0.99%) Organisational Skills
18 10 (0.76%) Financial Institution
19 8 (0.61%) Presentation Skills
Job Titles
1 463 (35.16%) Developer
2 246 (18.68%) Data Engineer
3 223 (16.93%) Software Engineer
4 91 (6.91%) Java Developer
5 90 (6.83%) PHP Developer
6 85 (6.45%) Senior Data Engineer
7 78 (5.92%) AWS Engineer
8 77 (5.85%) Python Developer
9 76 (5.77%) Cloud Engineer
9 76 (5.77%) DevOps Engineer
10 74 (5.62%) Python Engineer
11 72 (5.47%) Developer/Software Engineer
12 69 (5.24%) Python Software Engineer
13 58 (4.40%) Senior Developer
13 58 (4.40%) Software Developer
14 52 (3.95%) Architect
15 51 (3.87%) Principal Engineer
16 50 (3.80%) Lead Developer
17 43 (3.26%) Full Stack Developer
18 41 (3.11%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 328 (24.91%) Kafka
2 307 (23.31%) AngularJS
3 292 (22.17%) CSS
4 286 (21.72%) HTML
5 272 (20.65%) React
6 252 (19.13%) LAMP
7 203 (15.41%) Spring
8 178 (13.52%) Node.js
9 153 (11.62%) REST
10 115 (8.73%) Vue.js
11 103 (7.82%) JSON
11 103 (7.82%) RabbitMQ
12 98 (7.44%) HTML5
13 95 (7.21%) .NET
13 95 (7.21%) ActiveMQ
14 92 (6.99%) GraphQL
15 91 (6.91%) RESTful
15 91 (6.91%) Spring Boot
16 77 (5.85%) CSS3
17 75 (5.69%) XML
Miscellaneous
1 151 (11.47%) User Experience
2 86 (6.53%) Linux Command Line
3 84 (6.38%) Derivative
4 75 (5.69%) Equities
5 73 (5.54%) Mobile App
6 69 (5.24%) Hedge funds
7 67 (5.09%) Fixed Income
7 67 (5.09%) Foreign Exchange (FX)
8 54 (4.10%) Greenfield Project
8 54 (4.10%) Self-Motivation
9 38 (2.89%) Algorithms
10 37 (2.81%) Cloud Native
11 29 (2.20%) Public Cloud
12 28 (2.13%) Enterprise Software
13 22 (1.67%) Data Structures
14 20 (1.52%) Life Science
15 18 (1.37%) Clustering
16 17 (1.29%) Hybrid Cloud
16 17 (1.29%) Management Information System
17 16 (1.21%) Virtual Team
Operating Systems
1 609 (46.24%) Linux
2 174 (13.21%) Windows
3 156 (11.85%) Unix
4 76 (5.77%) Windows Server
5 61 (4.63%) Ubuntu
6 40 (3.04%) CentOS
7 39 (2.96%) Android
7 39 (2.96%) Red Hat Enterprise Linux
8 24 (1.82%) Apple iOS
9 23 (1.75%) Windows Server 2008
10 17 (1.29%) Mac OS X
11 15 (1.14%) VMS
12 13 (0.99%) AIX
13 12 (0.91%) Debian
14 11 (0.84%) SUSE
14 11 (0.84%) Windows Server 2016
15 10 (0.76%) Windows 10
16 8 (0.61%) Fedora
17 7 (0.53%) Solaris
17 7 (0.53%) Windows Server 2012
Processes & Methodologies
1 610 (46.32%) Agile Software Development
2 414 (31.44%) DevOps
3 365 (27.71%) CI/CD
4 328 (24.91%) Software Engineering
5 286 (21.72%) Full Stack Development
6 256 (19.44%) Analytics
7 245 (18.60%) Open Source
8 239 (18.15%) Problem-Solving
9 210 (15.95%) Microservices
10 198 (15.03%) Computer Science
11 182 (13.82%) Data Science
12 168 (12.76%) Data Pipeline
12 168 (12.76%) TDD
13 166 (12.60%) ETL
14 152 (11.54%) Continuous Integration
15 144 (10.93%) Data Modelling
16 143 (10.86%) Data Engineering
17 137 (10.40%) Machine Learning
17 137 (10.40%) Scrum
18 132 (10.02%) OO
Programming Languages
1 695 (52.77%) Python
2 666 (50.57%) Java
3 533 (40.47%) SQL
4 424 (32.19%) JavaScript
5 270 (20.50%) TypeScript
6 239 (18.15%) PHP
7 203 (15.41%) Scala
8 128 (9.72%) Bash
9 123 (9.34%) PowerShell
10 112 (8.50%) C#
11 107 (8.12%) Kotlin
12 106 (8.05%) Shell Script
13 92 (6.99%) Go
14 71 (5.39%) Clojure
15 65 (4.94%) Groovy
16 59 (4.48%) C++
17 58 (4.40%) Java 8
18 56 (4.25%) Ruby
19 49 (3.72%) C
20 46 (3.49%) R
Qualifications
1 184 (13.97%) Degree
2 84 (6.38%) Computer Science Degree
3 72 (5.47%) Security Cleared
4 50 (3.80%) Cisco Certification
5 42 (3.19%) OCP
5 42 (3.19%) Oracle Certification
6 37 (2.81%) CISSP
7 36 (2.73%) AWS Certification
8 35 (2.66%) (ISC)2 CCSP
9 26 (1.97%) SC Cleared
10 15 (1.14%) CCNA
11 14 (1.06%) DBS Check
12 10 (0.76%) PMI Certification
13 7 (0.53%) DV Cleared
13 7 (0.53%) Linux+ Certification
13 7 (0.53%) Numerate Degree
13 7 (0.53%) PhD
14 6 (0.46%) ITIL Foundation Certificate
14 6 (0.46%) Master's Degree
14 6 (0.46%) MCSE
Quality Assurance & Compliance
1 46 (3.49%) QA
2 22 (1.67%) GDPR
3 20 (1.52%) Data Quality
4 19 (1.44%) SLA
5 15 (1.14%) ISO/IEC 27001
6 10 (0.76%) GxP
7 9 (0.68%) Accessibility
8 2 (0.15%) CRD IV
8 2 (0.15%) Cyber Essentials
8 2 (0.15%) GRC
8 2 (0.15%) IFRS
8 2 (0.15%) IFRS 9
8 2 (0.15%) ISO 8583
8 2 (0.15%) NCSC
8 2 (0.15%) NIST
9 1 (0.076%) ISO 22301
9 1 (0.076%) PCI DSS
9 1 (0.076%) Sarbanes-Oxley
System Software
1 365 (27.71%) Docker
2 109 (8.28%) VMware Infrastructure
3 54 (4.10%) HDFS
4 33 (2.51%) Virtual Machines
5 25 (1.90%) Active Directory
6 18 (1.37%) Apache ZooKeeper
6 18 (1.37%) Hyper-V
7 16 (1.21%) KVM
8 12 (0.91%) LXC
9 10 (0.76%) vSphere
10 9 (0.68%) Terminal Services
10 9 (0.68%) VirtualBox
11 7 (0.53%) Virtual Servers
12 6 (0.46%) Apache Flume
13 5 (0.38%) iptables
13 5 (0.38%) NFS
13 5 (0.38%) XenApp
13 5 (0.38%) XenDesktop
14 4 (0.30%) Samba
15 3 (0.23%) Varnish
Systems Management
1 314 (23.84%) Kubernetes
2 206 (15.64%) Terraform
3 170 (12.91%) Ansible
4 107 (8.12%) Opscode Chef
5 87 (6.61%) Puppet
6 48 (3.64%) Prometheus
7 32 (2.43%) Hadoop YARN
8 31 (2.35%) Grafana
9 30 (2.28%) Consul
10 20 (1.52%) Packer
11 15 (1.14%) Nagios
12 14 (1.06%) HAProxy
12 14 (1.06%) Istio
13 11 (0.84%) Cisco IPCC
14 10 (0.76%) Apache Brooklyn
15 9 (0.68%) Mesos
16 8 (0.61%) Icinga
16 8 (0.61%) Kubeflow
17 7 (0.53%) Check_MK
18 6 (0.46%) Scalr
Vendors
1 174 (13.21%) Google
2 172 (13.06%) Microsoft
3 137 (10.40%) VMware
4 133 (10.10%) Databricks
5 129 (9.79%) Oracle
6 45 (3.42%) Red Hat
7 43 (3.26%) Okta
8 22 (1.67%) Cisco
9 20 (1.52%) IBM
10 19 (1.44%) Hortonworks
11 17 (1.29%) Atlassian
11 17 (1.29%) Checkmarx
11 17 (1.29%) Zend
12 15 (1.14%) Citrix
12 15 (1.14%) Cloudera
13 14 (1.06%) Rackspace
13 14 (1.06%) Splunk
14 13 (0.99%) Teradata
14 13 (0.99%) WooCommerce
15 12 (0.91%) SAP