Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
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