Period
to 26 September 2021

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 26 September 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > Work from Home
6 months to
26 Sep 2021
Same period 2020 Same period 2019
Rank 244 169 249
Rank change year-on-year -75 +80 -37
Permanent jobs citing Apache 325 62 52
As % of all permanent jobs with a WFH option 1.25% 1.14% 0.66%
As % of the Application Platforms category 8.42% 7.64% 4.59%
Number of salaries quoted 255 54 50
10th Percentile £36,250 £35,000 £32,500
25th Percentile £42,500 £37,500 £46,250
Median annual salary (50th Percentile) £60,000 £50,000 £65,000
Median % change year-on-year +20.00% -23.08% +13.04%
75th Percentile £92,500 £67,813 £84,750
90th Percentile £126,250 £70,000 £91,250
UK median annual salary £60,000 £55,250 £55,000
% change year-on-year +8.60% +0.45% +4.76%

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 3,862 812 1,132
As % of all permanent jobs with a WFH option 14.82% 14.93% 14.33%
Number of salaries quoted 2,654 726 946
10th Percentile £32,500 £32,500 £33,750
25th Percentile £41,250 £41,250 £42,000
Median annual salary (50th Percentile) £56,914 £53,500 £57,500
Median % change year-on-year +6.38% -6.96% +9.52%
75th Percentile £75,000 £68,750 £75,000
90th Percentile £92,500 £78,875 £87,500
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 26 September 2021.

Apache salary histogram for jobs with a WFH option

For the 6 months to 26 September 2021, 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.

1 175 (53.85%) AWS
2 140 (43.08%) JavaScript
3 133 (40.92%) SQL
4 132 (40.62%) Python
5 130 (40.00%) Linux
6 119 (36.62%) Agile Software Development
7 114 (35.08%) Full Stack Development
8 111 (34.15%) Java
9 104 (32.00%) Software Engineering
10 89 (27.38%) AngularJS
11 88 (27.08%) React
12 86 (26.46%) PHP
13 83 (25.54%) Finance
14 80 (24.62%) Azure
15 79 (24.31%) LAMP
16 78 (24.00%) MySQL
17 77 (23.69%) Amazon EC2
18 76 (23.38%) Kotlin
19 74 (22.77%) Vue.js
20 73 (22.46%) TypeScript
21 72 (22.15%) GCP
21 72 (22.15%) PostgreSQL
22 70 (21.54%) Amazon S3
23 67 (20.62%) Kubernetes
24 65 (20.00%) Scala
25 64 (19.69%) Microservices
26 59 (18.15%) Web Services
26 59 (18.15%) Serverless
26 59 (18.15%) Social Skills
27 58 (17.85%) SQL Server

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 57 (17.54%) Apache Spark
2 34 (10.46%) nginx
3 33 (10.15%) WordPress
4 27 (8.31%) Tomcat
5 25 (7.69%) Apache Pulsar
6 22 (6.77%) Apache Airflow
6 22 (6.77%) IIS
7 20 (6.15%) CMS
8 19 (5.85%) Apache Solr
9 12 (3.69%) Confluence
9 12 (3.69%) Elasticsearch
10 9 (2.77%) Drupal
11 8 (2.46%) Moodle
12 6 (1.85%) OpenStack
13 5 (1.54%) WebLogic
14 4 (1.23%) MODX
15 2 (0.62%) Apache Pig
15 2 (0.62%) Oracle SOA Suite
15 2 (0.62%) SharePoint
15 2 (0.62%) WebLogic Integration
Applications
1 1 (0.31%) Adobe Illustrator
1 1 (0.31%) Adobe XD
1 1 (0.31%) Photoshop
Business Applications
1 5 (1.54%) Oracle Applications
2 2 (0.62%) Oracle EBS
2 2 (0.62%) Oracle EBS R12
3 1 (0.31%) FLEXCUBE
3 1 (0.31%) Oracle 11i
3 1 (0.31%) SAP Hybris
3 1 (0.31%) SAP S/4HANA
Cloud Services
1 175 (53.85%) AWS
2 80 (24.62%) Azure
3 77 (23.69%) Amazon EC2
4 72 (22.15%) GCP
5 70 (21.54%) Amazon S3
6 59 (18.15%) Serverless
7 53 (16.31%) AWS Lambda
8 26 (8.00%) SaaS
9 18 (5.54%) Firebase
9 18 (5.54%) Rackspace Cloud
10 16 (4.92%) Amazon EMR
11 9 (2.77%) npm
11 9 (2.77%) OpenShift
11 9 (2.77%) Power Platform
12 8 (2.46%) GitHub
12 8 (2.46%) Microsoft 365
12 8 (2.46%) Virtual Private Cloud
13 6 (1.85%) AWS CloudFormation
14 4 (1.23%) Amazon SQS
14 4 (1.23%) PaaS
Communications & Networking
1 26 (8.00%) VPN
2 14 (4.31%) DNS
3 12 (3.69%) DHCP
3 12 (3.69%) Firewall
4 10 (3.08%) Broadband
4 10 (3.08%) IPv4
4 10 (3.08%) IPv6
4 10 (3.08%) SSL
4 10 (3.08%) VLAN
5 8 (2.46%) VoIP
6 7 (2.15%) NetScaler
7 6 (1.85%) TCP/IP
8 5 (1.54%) Network Security
9 4 (1.23%) BGP
9 4 (1.23%) Diameter Protocol
9 4 (1.23%) HTTP
9 4 (1.23%) Internet
9 4 (1.23%) LAN
9 4 (1.23%) SNMP
10 2 (0.62%) SAN
Database & Business Intelligence
1 78 (24.00%) MySQL
2 72 (22.15%) PostgreSQL
3 58 (17.85%) SQL Server
4 54 (16.62%) Amazon DynamoDB
5 51 (15.69%) Apache Ignite
6 35 (10.77%) Big Data
7 33 (10.15%) NoSQL
8 32 (9.85%) Redis
9 26 (8.00%) BigQuery
10 24 (7.38%) MariaDB
11 21 (6.46%) MongoDB
12 18 (5.54%) Hadoop
13 16 (4.92%) Apache Hive
14 14 (4.31%) SQL Server Analysis Services
14 14 (4.31%) SQL Server Integration Services
14 14 (4.31%) SQL Server Reporting Services
15 13 (4.00%) Amazon Redshift
15 13 (4.00%) Bigtable
15 13 (4.00%) Relational Database
16 12 (3.69%) Apache Cassandra
Development Applications
1 36 (11.08%) Jenkins
2 32 (9.85%) Git (software)
3 20 (6.15%) JIRA
4 11 (3.38%) GoCD
5 9 (2.77%) Babel
5 9 (2.77%) gulp
6 7 (2.15%) Bitbucket
7 6 (1.85%) Maven
8 5 (1.54%) Ant
8 5 (1.54%) Gradle
9 4 (1.23%) Atlassian Bamboo
9 4 (1.23%) Hudson
9 4 (1.23%) Octopus Deploy
9 4 (1.23%) Oracle Forms
9 4 (1.23%) PHPUnit
9 4 (1.23%) Selenium
9 4 (1.23%) TeamCity
10 3 (0.92%) Oracle APEX
10 3 (0.92%) PhpStorm
10 3 (0.92%) Xdebug
General
1 83 (25.54%) Finance
2 59 (18.15%) Social Skills
3 51 (15.69%) Front Office
4 50 (15.38%) Marketing
5 19 (5.85%) Retail
6 12 (3.69%) Games
7 11 (3.38%) Analytical Skills
8 10 (3.08%) Telecoms
9 9 (2.77%) Advertising
10 6 (1.85%) Electronics
10 6 (1.85%) Manufacturing
10 6 (1.85%) Public Sector
11 5 (1.54%) Organisational Skills
12 4 (1.23%) Inclusion and Diversity
13 2 (0.62%) Banking
13 2 (0.62%) Legal
14 1 (0.31%) Back Office
14 1 (0.31%) International Banking
14 1 (0.31%) Law
14 1 (0.31%) Publishing
Job Titles
1 173 (53.23%) Developer
2 95 (29.23%) Software Engineer
3 57 (17.54%) Python Developer
3 57 (17.54%) Python Engineer
4 54 (16.62%) Developer/Software Engineer
5 53 (16.31%) Python Software Engineer
6 50 (15.38%) PHP Developer
7 31 (9.54%) Linux Engineer
8 24 (7.38%) Full Stack Developer
9 21 (6.46%) Database Developer
9 21 (6.46%) DevOps Engineer
10 18 (5.54%) DBA
10 18 (5.54%) Senior Software Engineer
11 17 (5.23%) Architect
11 17 (5.23%) Infrastructure Engineer
11 17 (5.23%) JavaScript Developer
12 16 (4.92%) Cloud Architect
12 16 (4.92%) CMS Developer
12 16 (4.92%) Linux DevOps Engineer
12 16 (4.92%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 89 (27.38%) AngularJS
2 88 (27.08%) React
3 79 (24.31%) LAMP
4 74 (22.77%) Vue.js
5 59 (18.15%) Web Services
6 49 (15.08%) HTML
7 48 (14.77%) CSS
8 40 (12.31%) Spring
9 35 (10.77%) GraphQL
10 33 (10.15%) RESTful
11 31 (9.54%) Kafka
12 25 (7.69%) Next.js
12 25 (7.69%) Spring WebFlux
13 23 (7.08%) Laravel
13 23 (7.08%) Node.js
13 23 (7.08%) Symfony
14 21 (6.46%) LAPP Stack
15 19 (5.85%) LEMP Stack
16 18 (5.54%) Express
16 18 (5.54%) Svelte
Miscellaneous
1 51 (15.69%) Derivative
1 51 (15.69%) Equities
1 51 (15.69%) Fixed Income
1 51 (15.69%) Foreign Exchange (FX)
1 51 (15.69%) Hedge funds
2 23 (7.08%) Mobile App
3 17 (5.23%) Data Centre
3 17 (5.23%) Enterprise Cloud
4 11 (3.38%) User Experience
5 10 (3.08%) Clustering
6 9 (2.77%) Reference Data
7 8 (2.46%) Data Structures
7 8 (2.46%) VLE
8 7 (2.15%) Self-Motivation
9 5 (1.54%) e-Learning
10 4 (1.23%) Algorithms
10 4 (1.23%) Life Science
11 3 (0.92%) Enterprise Software
11 3 (0.92%) Legacy Code
11 3 (0.92%) Video\Live Streaming
Operating Systems
1 130 (40.00%) Linux
2 33 (10.15%) Windows
3 31 (9.54%) CentOS
4 18 (5.54%) Apple iOS
5 16 (4.92%) Android
5 16 (4.92%) Windows Server
6 10 (3.08%) Fedora
7 6 (1.85%) Unix
8 5 (1.54%) Debian
8 5 (1.54%) Ubuntu
9 4 (1.23%) Red Hat Enterprise Linux
9 4 (1.23%) VMS
10 2 (0.62%) HPUX
10 2 (0.62%) Mac OS X
10 2 (0.62%) Oracle Linux
10 2 (0.62%) SUSE
11 1 (0.31%) Solaris
Processes & Methodologies
1 119 (36.62%) Agile Software Development
2 114 (35.08%) Full Stack Development
3 104 (32.00%) Software Engineering
4 64 (19.69%) Microservices
5 52 (16.00%) DevOps
6 51 (15.69%) Asset Management
7 48 (14.77%) Problem-Solving
8 46 (14.15%) Open Source
9 43 (13.23%) Business Intelligence
10 39 (12.00%) Analytics
11 38 (11.69%) ETL
12 27 (8.31%) Data Pipeline
13 25 (7.69%) OOP
14 23 (7.08%) Data Science
14 23 (7.08%) TDD
14 23 (7.08%) Unit Testing
15 22 (6.77%) E-Commerce
16 21 (6.46%) Data Modelling
17 20 (6.15%) Mentoring
18 18 (5.54%) Content Management
Programming Languages
1 140 (43.08%) JavaScript
2 133 (40.92%) SQL
3 132 (40.62%) Python
4 111 (34.15%) Java
5 86 (26.46%) PHP
6 76 (23.38%) Kotlin
7 73 (22.46%) TypeScript
8 65 (20.00%) Scala
9 51 (15.69%) Clojure
10 22 (6.77%) C#
11 18 (5.54%) C++
12 16 (4.92%) Bash Shell
13 15 (4.62%) Go
14 13 (4.00%) Shell Script
15 10 (3.08%) Perl
16 9 (2.77%) T-SQL
17 7 (2.15%) Java 8
18 6 (1.85%) PowerShell
19 5 (1.54%) Java 11
20 4 (1.23%) R
Qualifications
1 20 (6.15%) Degree
2 13 (4.00%) Computer Science Degree
3 7 (2.15%) RHCE
4 5 (1.54%) Numerate Degree
5 4 (1.23%) CCNA
5 4 (1.23%) Cisco Certification
5 4 (1.23%) Security Cleared
6 3 (0.92%) SC Cleared
7 2 (0.62%) AWS Certification
7 2 (0.62%) ISEB
7 2 (0.62%) ISTQB
7 2 (0.62%) ISTQB Foundation Certification
7 2 (0.62%) Master's Degree
7 2 (0.62%) MCSE
7 2 (0.62%) Microsoft Certification
7 2 (0.62%) PhD
8 1 (0.31%) ITIL Foundation Certificate
8 1 (0.31%) MCSA
8 1 (0.31%) TOGAF Certification
8 1 (0.31%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 12 (3.69%) ISO/IEC 27001
1 12 (3.69%) QA
2 5 (1.54%) Accessibility
3 2 (0.62%) COBIT
3 2 (0.62%) NIST
4 1 (0.31%) Data Quality
System Software
1 43 (13.23%) Docker
2 21 (6.46%) Active Directory
3 15 (4.62%) iptables
4 13 (4.00%) VMware Infrastructure
5 9 (2.77%) Virtual Machines
6 7 (2.15%) vSphere
6 7 (2.15%) XenApp
6 7 (2.15%) XenDesktop
7 4 (1.23%) KVM
7 4 (1.23%) QEMU
8 3 (0.92%) Virtual Servers
9 2 (0.62%) Apache ZooKeeper
10 1 (0.31%) HDFS
10 1 (0.31%) Hyper-V
10 1 (0.31%) LXC
10 1 (0.31%) Oracle RAC
10 1 (0.31%) Squid
10 1 (0.31%) Varnish
10 1 (0.31%) Xen
Systems Management
1 67 (20.62%) Kubernetes
2 33 (10.15%) Puppet
3 32 (9.85%) Ansible
4 15 (4.62%) HAProxy
4 15 (4.62%) Terraform
5 11 (3.38%) Icinga
6 10 (3.08%) Failover Clustering
7 6 (1.85%) Opscode Chef
8 4 (1.23%) Galera Cluster
8 4 (1.23%) ZABBIX
9 3 (0.92%) Packer
10 2 (0.62%) Hadoop YARN
10 2 (0.62%) Istio
10 2 (0.62%) Knative
10 2 (0.62%) Nagios
10 2 (0.62%) Prometheus
11 1 (0.31%) Oracle Enterprise Manager
11 1 (0.31%) Oracle RMAN
11 1 (0.31%) Scalr
11 1 (0.31%) WSUS
Vendors
1 45 (13.85%) Google
2 26 (8.00%) Microsoft
3 20 (6.15%) Red Hat
4 18 (5.54%) Rackspace
5 17 (5.23%) Oracle
6 13 (4.00%) VMware
7 12 (3.69%) Atlassian
8 10 (3.08%) Okta
8 10 (3.08%) Qubit
9 9 (2.77%) MKS
9 9 (2.77%) YouTube
10 8 (2.46%) F5
10 8 (2.46%) SAP
11 5 (1.54%) Juniper
12 4 (1.23%) Cisco
12 4 (1.23%) GENBAND
12 4 (1.23%) HP
12 4 (1.23%) Mitel
12 4 (1.23%) Percona
12 4 (1.23%) SonicWALL