Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 27 January 2022

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

Apache HTTP Server (httpd)
UK > Work from Home
6 months to
27 Jan 2022		 Same period 2021 Same period 2020
Rank 324 173 241
Rank change year-on-year -151 +68 -37
Permanent jobs citing Apache 248 187 43
As % of all permanent jobs with a WFH option 0.84% 1.67% 0.59%
As % of the Application Platforms category 6.10% 10.82% 4.16%
Number of salaries quoted 215 146 40
10th Percentile £38,750 £35,000 £27,500
25th Percentile £42,500 £43,750 £38,125
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% -15.38%
75th Percentile £82,500 £72,500 £69,063
90th Percentile £96,250 £78,750 £71,500
UK median annual salary £57,810 £57,500 £57,500
% change year-on-year +0.54% - +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 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 4,065 1,728 1,033
As % of all permanent jobs with a WFH option 13.71% 15.46% 14.18%
Number of salaries quoted 2,755 1,470 892
10th Percentile £32,500 £31,250 £35,000
25th Percentile £42,500 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £52,500 £57,500
Median % change year-on-year +9.52% -8.70% +4.55%
75th Percentile £77,500 £70,000 £75,000
90th Percentile £92,500 £80,000 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 27 January 2022.

Apache salary histogram for jobs with a WFH option

For the 6 months to 27 January 2022, Apache job roles required the following IT 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.

1 120 (48.39%) Linux
2 116 (46.77%) Agile Software Development
3 114 (45.97%) AWS
4 109 (43.95%) JavaScript
5 102 (41.13%) Python
6 93 (37.50%) SQL
7 86 (34.68%) Amazon S3
8 82 (33.06%) Java
9 79 (31.85%) PHP
10 75 (30.24%) DevOps
11 71 (28.63%) Amazon EC2
12 70 (28.23%) AngularJS
13 69 (27.82%) MySQL
13 69 (27.82%) LAMP
13 69 (27.82%) Software Engineering
14 68 (27.42%) Full Stack Development
15 67 (27.02%) HTML
16 65 (26.21%) Git (software)
17 61 (24.60%) Docker
17 61 (24.60%) Finance
18 60 (24.19%) CSS
19 59 (23.79%) Azure
19 59 (23.79%) CI/CD
20 58 (23.39%) Kubernetes
21 56 (22.58%) Serverless
22 55 (22.18%) TypeScript
23 47 (18.95%) JIRA
23 47 (18.95%) AWS Lambda
24 46 (18.55%) GCP
25 45 (18.15%) React

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 42 (16.94%) Apache Spark
2 26 (10.48%) IIS
3 22 (8.87%) Apache Airflow
3 22 (8.87%) WordPress
4 21 (8.47%) Tomcat
5 17 (6.85%) Apache Solr
5 17 (6.85%) Elasticsearch
6 14 (5.65%) nginx
7 13 (5.24%) CMS
8 12 (4.84%) Confluence
9 6 (2.42%) Drupal
10 4 (1.61%) Apache Pulsar
10 4 (1.61%) MS Exchange
11 3 (1.21%) JBoss
11 3 (1.21%) WebLogic
12 2 (0.81%) Moodle
12 2 (0.81%) Oracle SOA Suite
12 2 (0.81%) PrestaShop
12 2 (0.81%) WebSphere
13 1 (0.40%) Cloud Foundry
Applications
1 11 (4.44%) Microsoft Office
2 4 (1.61%) Microsoft Excel
2 4 (1.61%) Microsoft PowerPoint
3 3 (1.21%) Adobe Illustrator
3 3 (1.21%) Adobe XD
3 3 (1.21%) Photoshop
Business Applications
1 7 (2.82%) Dynamics CRM
2 4 (1.61%) Oracle Applications
3 2 (0.81%) Magento
3 2 (0.81%) Shopify
Cloud Services
1 114 (45.97%) AWS
2 86 (34.68%) Amazon S3
3 71 (28.63%) Amazon EC2
4 59 (23.79%) Azure
5 56 (22.58%) Serverless
6 47 (18.95%) AWS Lambda
7 46 (18.55%) GCP
8 34 (13.71%) SaaS
9 33 (13.31%) Amazon SQS
10 26 (10.48%) GitHub
11 19 (7.66%) Amazon CloudWatch
12 17 (6.85%) Amazon ElastiCache
13 11 (4.44%) AWS CloudFormation
14 10 (4.03%) Firebase
14 10 (4.03%) Rackspace Cloud
15 8 (3.23%) Amazon ECS
15 8 (3.23%) Apigee
15 8 (3.23%) Microsoft 365
15 8 (3.23%) OpenShift
16 7 (2.82%) GitHub Actions
Communications & Networking
1 14 (5.65%) Firewall
2 13 (5.24%) VPN
3 11 (4.44%) TCP/IP
4 10 (4.03%) VoIP
5 7 (2.82%) DHCP
5 7 (2.82%) DNS
5 7 (2.82%) HTTP
5 7 (2.82%) IPv4
5 7 (2.82%) IPv6
5 7 (2.82%) LAN
5 7 (2.82%) VLAN
6 6 (2.42%) SSL
7 5 (2.02%) NetScaler
8 4 (1.61%) H.323
8 4 (1.61%) HTTPS
8 4 (1.61%) RTP
8 4 (1.61%) WAN
9 3 (1.21%) Reverse Proxy
10 2 (0.81%) Cisco IOS
10 2 (0.81%) Network Security
Database & Business Intelligence
1 69 (27.82%) MySQL
2 41 (16.53%) SQL Server
3 32 (12.90%) MongoDB
3 32 (12.90%) NoSQL
4 30 (12.10%) Amazon DynamoDB
5 29 (11.69%) PostgreSQL
6 26 (10.48%) Apache Ignite
7 23 (9.27%) Redis
8 19 (7.66%) Amazon Aurora
8 19 (7.66%) BigQuery
8 19 (7.66%) Data Warehouse
9 16 (6.45%) Big Data
10 11 (4.44%) Relational Database
11 10 (4.03%) Hadoop
11 10 (4.03%) MariaDB
12 5 (2.02%) Flink
12 5 (2.02%) SQL Server Integration Services
13 4 (1.61%) Power BI
13 4 (1.61%) SQL Server 2016
13 4 (1.61%) SQL Server Analysis Services
Development Applications
1 65 (26.21%) Git (software)
2 47 (18.95%) JIRA
3 37 (14.92%) Bitbucket
4 33 (13.31%) Jenkins
5 18 (7.26%) PHPUnit
6 16 (6.45%) PhpStorm
6 16 (6.45%) Xdebug
7 12 (4.84%) Octopus Deploy
8 8 (3.23%) Atlassian Bamboo
8 8 (3.23%) Subversion
9 7 (2.82%) GitLab
10 6 (2.42%) Maven
11 5 (2.02%) gulp
11 5 (2.02%) Oracle Forms
11 5 (2.02%) TeamCity
12 4 (1.61%) Babel
12 4 (1.61%) ESLint
12 4 (1.61%) git-flow
12 4 (1.61%) Oracle APEX
12 4 (1.61%) RubyGems
General
1 61 (24.60%) Finance
2 38 (15.32%) Social Skills
3 26 (10.48%) Front Office
4 25 (10.08%) Marketing
5 10 (4.03%) Telecoms
6 9 (3.63%) Analytical Skills
6 9 (3.63%) Public Sector
6 9 (3.63%) Retail
7 5 (2.02%) Advertising
7 5 (2.02%) Manufacturing
8 4 (1.61%) Electronics
8 4 (1.61%) Inclusion and Diversity
9 3 (1.21%) Banking
9 3 (1.21%) Games
9 3 (1.21%) Presentation Skills
10 1 (0.40%) Law
Job Titles
1 106 (42.74%) Developer
2 45 (18.15%) Software Engineer
3 39 (15.73%) PHP Developer
4 29 (11.69%) Developer/Software Engineer
5 27 (10.89%) Python Engineer
6 26 (10.48%) Python Developer
6 26 (10.48%) Python Software Engineer
7 24 (9.68%) Data Engineer
8 22 (8.87%) DevOps Engineer
9 21 (8.47%) Cloud Engineer
10 18 (7.26%) Architect
11 17 (6.85%) Java Developer
11 17 (6.85%) Linux Engineer
12 13 (5.24%) Analyst
12 13 (5.24%) Azure Engineer
13 12 (4.84%) Database Developer
14 10 (4.03%) Support Engineer
15 9 (3.63%) Infrastructure Engineer
15 9 (3.63%) Senior Developer
15 9 (3.63%) Software Developer
Libraries, Frameworks & Software Standards
1 70 (28.23%) AngularJS
2 69 (27.82%) LAMP
3 67 (27.02%) HTML
4 60 (24.19%) CSS
5 45 (18.15%) React
6 40 (16.13%) XML
7 36 (14.52%) Laravel
7 36 (14.52%) Vue.js
8 30 (12.10%) Kafka
9 29 (11.69%) Symfony
10 26 (10.48%) HTML5
11 19 (7.66%) Twitter Bootstrap
12 18 (7.26%) Spring
13 17 (6.85%) Apache Beam
13 17 (6.85%) CSS3
13 17 (6.85%) Material Design
13 17 (6.85%) Node.js
13 17 (6.85%) RESTful
14 16 (6.45%) Behat
15 15 (6.05%) .NET
Miscellaneous
1 26 (10.48%) Derivative
1 26 (10.48%) Equities
1 26 (10.48%) Fixed Income
1 26 (10.48%) Foreign Exchange (FX)
1 26 (10.48%) Hedge funds
2 16 (6.45%) Enterprise Software
3 12 (4.84%) Legacy Code
3 12 (4.84%) Mobile App
4 11 (4.44%) Life Science
5 8 (3.23%) Data Centre
6 6 (2.42%) Self-Motivation
6 6 (2.42%) User Experience
7 4 (1.61%) Data Structures
7 4 (1.61%) Enterprise Cloud
7 4 (1.61%) Greenfield Project
7 4 (1.61%) Public Cloud
7 4 (1.61%) Tandem
8 3 (1.21%) Algorithms
9 2 (0.81%) Hybrid Cloud
9 2 (0.81%) Private Cloud
Operating Systems
1 120 (48.39%) Linux
2 37 (14.92%) Ubuntu
2 37 (14.92%) Windows
3 21 (8.47%) Windows Server
4 19 (7.66%) Unix
5 16 (6.45%) CentOS
6 12 (4.84%) Android
7 10 (4.03%) Apple iOS
8 8 (3.23%) AIX
8 8 (3.23%) Fedora
8 8 (3.23%) Windows Server 2008
9 4 (1.61%) Debian
9 4 (1.61%) Windows Server 2012
9 4 (1.61%) Windows Server 2016
10 3 (1.21%) Mac OS X
10 3 (1.21%) Red Hat Enterprise Linux
11 2 (0.81%) Mac OS
11 2 (0.81%) Windows 10
12 1 (0.40%) HPUX
12 1 (0.40%) SUSE
Processes & Methodologies
1 116 (46.77%) Agile Software Development
2 75 (30.24%) DevOps
3 69 (27.82%) Software Engineering
4 68 (27.42%) Full Stack Development
5 59 (23.79%) CI/CD
6 45 (18.15%) TDD
7 43 (17.34%) OO
8 40 (16.13%) Analytics
9 37 (14.92%) OOP
10 36 (14.52%) Problem-Solving
11 35 (14.11%) Microservices
12 33 (13.31%) Fintech
13 31 (12.50%) Open Source
14 30 (12.10%) Continuous Integration
15 29 (11.69%) Data Privacy
16 26 (10.48%) Asset Management
16 26 (10.48%) BDD
17 24 (9.68%) Mentoring
17 24 (9.68%) Scrum
18 23 (9.27%) Kanban
Programming Languages
1 109 (43.95%) JavaScript
2 102 (41.13%) Python
3 93 (37.50%) SQL
4 82 (33.06%) Java
5 79 (31.85%) PHP
6 55 (22.18%) TypeScript
7 40 (16.13%) Scala
8 30 (12.10%) Kotlin
9 26 (10.48%) Clojure
10 22 (8.87%) Bash
10 22 (8.87%) Java 8
11 13 (5.24%) PowerShell
11 13 (5.24%) Shell Script
12 12 (4.84%) C#
13 7 (2.82%) SAPscript
14 5 (2.02%) Perl
14 5 (2.02%) Ruby
15 4 (1.61%) C++
15 4 (1.61%) T-SQL
15 4 (1.61%) VBA
Qualifications
1 20 (8.06%) Degree
2 19 (7.66%) Security Cleared
3 8 (3.23%) CCNA
3 8 (3.23%) Cisco Certification
4 7 (2.82%) SC Cleared
5 4 (1.61%) RHCE
6 3 (1.21%) Computer Science Degree
6 3 (1.21%) Numerate Degree
7 1 (0.40%) AWS Certification
7 1 (0.40%) BPSS Clearance
7 1 (0.40%) ITIL Foundation Certificate
7 1 (0.40%) Linux+ Certification
7 1 (0.40%) MCSE
7 1 (0.40%) Microsoft Certification
7 1 (0.40%) TOGAF Certification
Quality Assurance & Compliance
1 19 (7.66%) QA
2 6 (2.42%) ISO/IEC 27001
3 5 (2.02%) SLA
4 2 (0.81%) Data Quality
System Software
1 61 (24.60%) Docker
2 14 (5.65%) VMware Infrastructure
3 10 (4.03%) Active Directory
4 7 (2.82%) Apache ZooKeeper
5 6 (2.42%) Virtual Servers
6 5 (2.02%) Hyper-V
7 4 (1.61%) VirtualBox
7 4 (1.61%) vSphere
7 4 (1.61%) XenApp
7 4 (1.61%) XenDesktop
8 3 (1.21%) Virtual Machines
9 1 (0.40%) iptables
9 1 (0.40%) Microsoft App-V
9 1 (0.40%) NFS
9 1 (0.40%) VMware ESXi
Systems Management
1 58 (23.39%) Kubernetes
2 28 (11.29%) Terraform
3 21 (8.47%) Ansible
4 19 (7.66%) Puppet
5 10 (4.03%) HAProxy
6 8 (3.23%) Icinga
7 6 (2.42%) Opscode Chef
8 3 (1.21%) Istio
8 3 (1.21%) Knative
8 3 (1.21%) Prometheus
9 2 (0.81%) cPanel
9 2 (0.81%) Jamf Pro
10 1 (0.40%) Consul
10 1 (0.40%) Docker Swarm
10 1 (0.40%) Failover Clustering
10 1 (0.40%) Nagios
10 1 (0.40%) Packer
10 1 (0.40%) Scalr
10 1 (0.40%) Single Sign-On
10 1 (0.40%) ThinApp
Vendors
1 36 (14.52%) Google
2 31 (12.50%) Oracle
3 30 (12.10%) Microsoft
4 17 (6.85%) Zend
5 15 (6.05%) VMware
6 11 (4.44%) SAP
7 10 (4.03%) Rackspace
8 9 (3.63%) Red Hat
9 7 (2.82%) Atlassian
9 7 (2.82%) Databricks
9 7 (2.82%) SolarWinds
10 5 (2.02%) Citrix
10 5 (2.02%) F5
11 4 (1.61%) Avaya
11 4 (1.61%) Mitel
11 4 (1.61%) Splunk
11 4 (1.61%) YouTube
12 3 (1.21%) Sonatype
13 2 (0.81%) Apple
13 2 (0.81%) Meraki