Period
to 25 February 2021

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 25 February 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
25 Feb 2021
Same period 2020 Same period 2019
Rank 277 330 231
Rank change year-on-year +53 -99 -16
Permanent jobs citing Apache 841 1,164 2,302
As % of all permanent jobs advertised in the UK 1.14% 0.94% 1.53%
As % of the Application Platforms category 8.31% 6.43% 9.74%
Number of salaries quoted 843 995 1,894
Median annual salary £60,000 £57,500 £52,500
Median salary % change year-on-year +4.35% +9.52% +5.00%
10th Percentile £35,000 £32,500 £31,250
90th Percentile £100,000 £87,500 £86,250
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

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 10,121 18,114 23,630
As % of all permanent IT jobs advertised in the UK 13.66% 14.67% 15.72%
Number of salaries quoted 8,022 14,715 19,030
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +4.17%
10th Percentile £31,250 £28,000 £28,250
90th Percentile £87,500 £85,000 £85,000
UK excluding London median annual salary £47,000 £45,000 £43,000
% change year-on-year +4.44% +4.65% +3.61%

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 25 February 2021.

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 25 February 2021. 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
England +62 778 £60,000 - 207
UK excluding London +36 448 £47,500 - 121
London +81 369 £77,500 +3.33% 100
Work from Home +43 191 £60,000 +9.09% 43
North of England +78 134 £60,000 +14.29% 34
South East +26 119 £42,500 -20.93% 28
South West +5 94 £42,500 - 25
North West +60 76 £42,500 -22.73% 20
Yorkshire +66 48 £65,000 +36.84% 9
Midlands +39 35 £65,000 +63.47% 17
Scotland +30 32 £47,500 -5.00% 9
East Midlands +49 28 £65,000 +73.33% 4
East of England +70 14 £42,500 -12.82% 3
Wales +27 14 £45,000 +12.50% 2
North East +11 10 £65,000 +52.94% 5
West Midlands +35 7 £42,500 - 13
Northern Ireland - 6 £52,500 - 3

For the 6 months to 25 February 2021, 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.

1 381 (45.30%) Python
2 359 (42.69%) AWS
3 352 (41.85%) Linux
4 314 (37.34%) Java
5 302 (35.91%) MySQL
6 298 (35.43%) SQL
7 276 (32.82%) DevOps
8 254 (30.20%) Agile Software Development
9 249 (29.61%) Azure
10 231 (27.47%) JavaScript
11 204 (24.26%) Docker
12 201 (23.90%) Apache Spark
13 191 (22.71%) Jenkins
14 185 (22.00%) HTML
15 178 (21.17%) Kafka
16 169 (20.10%) Software Engineering
17 162 (19.26%) Finance
17 162 (19.26%) GCP
17 162 (19.26%) Kubernetes
18 160 (19.02%) Git (software)
19 155 (18.43%) Microservices
20 147 (17.48%) PHP
21 146 (17.36%) Web Services
22 145 (17.24%) PostgreSQL
23 144 (17.12%) CSS
23 144 (17.12%) Ansible
24 139 (16.53%) Problem-Solving
25 138 (16.41%) LAMP
25 138 (16.41%) Google
26 135 (16.05%) Big Data

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
1 201 (23.90%) Apache Spark
2 92 (10.94%) nginx
2 92 (10.94%) Tomcat
3 87 (10.34%) Elasticsearch
4 53 (6.30%) IIS
5 39 (4.64%) Apache Airflow
6 27 (3.21%) JBoss
7 24 (2.85%) CMS
8 22 (2.62%) WordPress
9 19 (2.26%) WebLogic
10 12 (1.43%) Apache Synapse
10 12 (1.43%) Drupal
11 10 (1.19%) Apache Solr
12 7 (0.83%) Apache TomEE
12 7 (0.83%) Confluence
13 6 (0.71%) ejabberd
13 6 (0.71%) SugarCRM
14 5 (0.59%) Apache Pulsar
14 5 (0.59%) Facebook Platform
15 4 (0.48%) EPiServer
Applications
1 13 (1.55%) Microsoft Excel
2 5 (0.59%) Microsoft Office
3 4 (0.48%) Adobe XD
3 4 (0.48%) Gliffy
3 4 (0.48%) MS Visio
3 4 (0.48%) Photoshop
4 1 (0.12%) Adobe Creative Suite
4 1 (0.12%) Adobe Illustrator
Business Applications
1 7 (0.83%) Magento
2 3 (0.36%) SAP Hybris
3 2 (0.24%) SAP CRM
3 2 (0.24%) SAP ERP
3 2 (0.24%) SAP S/4HANA
4 1 (0.12%) Shopify
Cloud Services
1 359 (42.69%) AWS
2 249 (29.61%) Azure
3 162 (19.26%) GCP
4 126 (14.98%) Serverless
5 103 (12.25%) AWS Lambda
6 64 (7.61%) Amazon EC2
7 57 (6.78%) GitHub
8 55 (6.54%) Amazon S3
9 54 (6.42%) Amazon ECS
10 50 (5.95%) Apigee
11 37 (4.40%) SaaS
12 27 (3.21%) Stackdriver
13 25 (2.97%) Azure Data Factory
14 23 (2.73%) Amazon CloudWatch
15 18 (2.14%) Cloud Functions
15 18 (2.14%) Microsoft 365
16 15 (1.78%) Virtual Private Cloud
17 14 (1.66%) Amazon Kinesis
17 14 (1.66%) Mimecast
17 14 (1.66%) Power Platform
Communications & Networking
1 49 (5.83%) TCP/IP
2 48 (5.71%) HTTP
3 46 (5.47%) Firewall
4 37 (4.40%) SSL
5 28 (3.33%) DNS
6 26 (3.09%) Internet
7 25 (2.97%) LAN
7 25 (2.97%) Network Security
8 20 (2.38%) WAN
9 19 (2.26%) VPN
10 18 (2.14%) Wi-Fi
11 16 (1.90%) VLAN
12 15 (1.78%) Cisco Nexus
13 14 (1.66%) Cisco ASA
14 13 (1.55%) DHCP
15 10 (1.19%) FTP
16 9 (1.07%) OpenVPN
16 9 (1.07%) SAN
17 8 (0.95%) HTTPS
17 8 (0.95%) IPv4
Database & Business Intelligence
1 302 (35.91%) MySQL
2 145 (17.24%) PostgreSQL
3 135 (16.05%) Big Data
4 128 (15.22%) SQL Server
5 86 (10.23%) Hadoop
6 85 (10.11%) Amazon Redshift
7 73 (8.68%) Data Warehouse
8 67 (7.97%) NoSQL
9 66 (7.85%) Data Lake
10 50 (5.95%) MongoDB
11 44 (5.23%) Relational Database
12 39 (4.64%) Amazon DynamoDB
13 38 (4.52%) Apache Ignite
14 34 (4.04%) Redis
15 33 (3.92%) Apache Hive
16 32 (3.80%) Apache Cassandra
17 30 (3.57%) BigQuery
18 22 (2.62%) Azure SQL Data Warehouse
19 21 (2.50%) Amazon RDS
19 21 (2.50%) Azure SQL Database
Development Applications
1 191 (22.71%) Jenkins
2 160 (19.02%) Git (software)
3 71 (8.44%) GitLab
4 48 (5.71%) Artifactory
5 28 (3.33%) JIRA
6 27 (3.21%) Gradle
7 19 (2.26%) Eclipse
8 18 (2.14%) Bitbucket
8 18 (2.14%) JUnit
9 16 (1.90%) Subversion
9 16 (1.90%) TeamCity
10 15 (1.78%) Selenium
11 13 (1.55%) Maven
11 13 (1.55%) Travis CI
11 13 (1.55%) Vagrant
12 11 (1.31%) IntelliJ
12 11 (1.31%) Sonatype Nexus
13 9 (1.07%) PHPUnit
14 8 (0.95%) Eclipse RCP
14 8 (0.95%) webpack
General
1 162 (19.26%) Finance
2 87 (10.34%) Games
3 66 (7.85%) Banking
4 47 (5.59%) Public Sector
5 38 (4.52%) Front Office
6 36 (4.28%) Retail
7 30 (3.57%) Back Office
7 30 (3.57%) Marketing
8 15 (1.78%) Telecoms
9 14 (1.66%) Advertising
10 9 (1.07%) Legal
10 9 (1.07%) Military
11 7 (0.83%) Aerospace
12 6 (0.71%) Publishing
13 4 (0.48%) Manufacturing
14 3 (0.36%) Automotive
14 3 (0.36%) Electronics
14 3 (0.36%) Investment Banking
15 2 (0.24%) Law
16 1 (0.12%) Retail Banking
Job Titles
1 323 (38.41%) Developer
2 101 (12.01%) DevOps Engineer
3 97 (11.53%) Software Engineer
4 94 (11.18%) Data Engineer
5 86 (10.23%) Java Developer
6 65 (7.73%) Java Engineer
7 64 (7.61%) AWS Engineer
8 62 (7.37%) Python Developer
9 61 (7.25%) PHP Developer
10 58 (6.90%) Architect
11 57 (6.78%) Developer/Software Engineer
11 57 (6.78%) Senior Developer
12 56 (6.66%) Python Engineer
13 54 (6.42%) Linux Engineer
14 52 (6.18%) Full Stack Developer
15 48 (5.71%) Java Software Engineer
16 40 (4.76%) Java Software Developer
17 38 (4.52%) Java Architect
18 37 (4.40%) Data Architect
18 37 (4.40%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 185 (22.00%) HTML
2 178 (21.17%) Kafka
3 146 (17.36%) Web Services
4 144 (17.12%) CSS
5 138 (16.41%) LAMP
6 97 (11.53%) React
7 96 (11.41%) AngularJS
8 91 (10.82%) Spring
9 77 (9.16%) Node.js
10 71 (8.44%) JSON
11 69 (8.20%) Apache Flex
12 65 (7.73%) XML
13 63 (7.49%) Apache NiFi
13 63 (7.49%) RESTful
14 61 (7.25%) Vue.js
15 59 (7.02%) RabbitMQ
16 54 (6.42%) gRPC
17 53 (6.30%) REST
18 52 (6.18%) jQuery
19 50 (5.95%) HTML5
Miscellaneous
1 117 (13.91%) Greenfield Project
2 76 (9.04%) Hedge funds
3 60 (7.13%) Analytical Skills
4 39 (4.64%) Derivative
4 39 (4.64%) Linux Command Line
5 38 (4.52%) Foreign Exchange (FX)
6 35 (4.16%) Fixed Income
7 34 (4.04%) Equities
8 29 (3.45%) Data Centre
9 23 (2.73%) Public Cloud
9 23 (2.73%) User Experience
10 20 (2.38%) Algorithms
11 18 (2.14%) Self-Motivation
12 16 (1.90%) Enterprise Software
12 16 (1.90%) Management Information System
13 15 (1.78%) Distributed Denial-of-Service
14 12 (1.43%) Market Risk
15 10 (1.19%) Credit Risk
15 10 (1.19%) Internet of Things
15 10 (1.19%) Replication
Operating Systems
1 352 (41.85%) Linux
2 111 (13.20%) Windows
3 69 (8.20%) CentOS
4 68 (8.09%) Ubuntu
5 43 (5.11%) Unix
6 26 (3.09%) Debian
7 18 (2.14%) Windows Server
8 16 (1.90%) Windows 7
9 14 (1.66%) Fedora
10 13 (1.55%) Red Hat Enterprise Linux
11 6 (0.71%) Windows Server 2012
12 5 (0.59%) Kali Linux
13 4 (0.48%) Windows 10
13 4 (0.48%) Windows Server 2016
14 3 (0.36%) Android
14 3 (0.36%) Mac OS
14 3 (0.36%) Solaris
14 3 (0.36%) VMS
15 2 (0.24%) Amazon Linux
16 1 (0.12%) Mesosphere
Processes & Methodologies
1 276 (32.82%) DevOps
2 254 (30.20%) Agile Software Development
3 169 (20.10%) Software Engineering
4 155 (18.43%) Microservices
5 139 (16.53%) Problem-Solving
6 103 (12.25%) ETL
7 87 (10.34%) Analytics
8 84 (9.99%) Infrastructure as Code
9 78 (9.27%) Asset Management
10 74 (8.80%) Business Intelligence
11 73 (8.68%) MVC
12 71 (8.44%) Open Source
13 69 (8.20%) E-Commerce
14 68 (8.09%) Continuous Integration
15 59 (7.02%) Coaching
15 59 (7.02%) Visualisation
16 58 (6.90%) Continuous Improvement
16 58 (6.90%) Data Science
16 58 (6.90%) SDLC
17 57 (6.78%) OO
Programming Languages
1 381 (45.30%) Python
2 314 (37.34%) Java
3 298 (35.43%) SQL
4 231 (27.47%) JavaScript
5 147 (17.48%) PHP
6 104 (12.37%) Scala
7 75 (8.92%) Bash Shell
8 54 (6.42%) Kotlin
9 51 (6.06%) C#
9 51 (6.06%) TypeScript
10 42 (4.99%) PowerShell
11 41 (4.88%) Go
12 32 (3.80%) Clojure
12 32 (3.80%) Shell Script
13 25 (2.97%) Perl
14 20 (2.38%) Ruby
15 19 (2.26%) C++
16 16 (1.90%) C
17 15 (1.78%) Groovy
18 11 (1.31%) PHP 5
Qualifications
1 63 (7.49%) Degree
2 49 (5.83%) Security Cleared
3 43 (5.11%) SC Cleared
4 38 (4.52%) Computer Science Degree
5 21 (2.50%) Sun Certification
6 11 (1.31%) RHCE
7 8 (0.95%) DV Cleared
7 8 (0.95%) PhD
8 6 (0.71%) Microsoft Certification
9 5 (0.59%) Cisco Certification
10 4 (0.48%) AWS Certification
10 4 (0.48%) CCNA
10 4 (0.48%) MCSE
10 4 (0.48%) RHCSA
11 3 (0.36%) Linux+ Certification
11 3 (0.36%) Postgraduate
12 2 (0.24%) CCNP
12 2 (0.24%) HND
12 2 (0.24%) Master's Degree
12 2 (0.24%) SAP Certification
Quality Assurance & Compliance
1 49 (5.83%) QA
2 15 (1.78%) GDPR
3 7 (0.83%) ISO/IEC 27001
3 7 (0.83%) SLA
4 6 (0.71%) OpenSCAP
5 5 (0.59%) Data Quality
6 3 (0.36%) WCAG
7 2 (0.24%) MiFID
8 1 (0.12%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.12%) PCI DSS
System Software
1 204 (24.26%) Docker
2 49 (5.83%) VMware Infrastructure
3 23 (2.73%) Active Directory
3 23 (2.73%) Hyper-V
4 19 (2.26%) KVM
5 16 (1.90%) Postfix
6 10 (1.19%) HDFS
7 9 (1.07%) Xen
8 8 (0.95%) Samba
8 8 (0.95%) vSphere
9 7 (0.83%) XenApp
9 7 (0.83%) XenDesktop
10 6 (0.71%) iptables
10 6 (0.71%) Kamailio
10 6 (0.71%) NFS
10 6 (0.71%) QEMU
11 4 (0.48%) Apache ZooKeeper
12 3 (0.36%) Ceph
12 3 (0.36%) Veritas Cluster Server
12 3 (0.36%) Veritas Volume Manager
Systems Management
1 162 (19.26%) Kubernetes
2 144 (17.12%) Ansible
3 94 (11.18%) Terraform
4 90 (10.70%) Opscode Chef
5 60 (7.13%) Puppet
6 50 (5.95%) Grafana
7 44 (5.23%) Prometheus
8 33 (3.92%) HAProxy
9 29 (3.45%) ZABBIX
10 21 (2.50%) Graphite
11 19 (2.26%) Nagios
12 15 (1.78%) SCCM
13 12 (1.43%) Icinga
14 11 (1.31%) Docker Swarm
15 8 (0.95%) Munin
15 8 (0.95%) Oozie
15 8 (0.95%) Packer
16 6 (0.71%) Check_MK
16 6 (0.71%) Consul
16 6 (0.71%) Galera Cluster
Vendors
1 138 (16.41%) Google
2 92 (10.94%) Microsoft
3 62 (7.37%) Oracle
4 54 (6.42%) VMware
5 49 (5.83%) Databricks
6 46 (5.47%) Red Hat
7 33 (3.92%) Splunk
8 30 (3.57%) ServiceNow
9 28 (3.33%) Cisco
10 26 (3.09%) Talend
11 18 (2.14%) Adobe
12 15 (1.78%) HP
13 11 (1.31%) SAP
13 11 (1.31%) Teradata
14 8 (0.95%) Percona
15 7 (0.83%) F5
15 7 (0.83%) Mitel
15 7 (0.83%) Salesforce.com
15 7 (0.83%) Yahoo!
16 6 (0.71%) webMethods