Period
to 10 May 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 10 May 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
10 May 2021
Same period 2020 Same period 2019
Rank 288 306 236
Rank change year-on-year +18 -70 -12
Permanent jobs citing Apache 963 1,012 2,178
As % of all permanent jobs advertised in the UK 1.10% 1.01% 1.48%
As % of the Application Platforms category 8.06% 7.03% 9.63%
Number of salaries quoted 724 813 1,733
10th Percentile £35,000 £35,000 £31,250
25th Percentile £41,250 £42,500 £37,500
Median annual salary (50th Percentile) £55,000 £60,000 £52,500
Median % change year-on-year -8.33% +14.29% +5.00%
75th Percentile £77,500 £78,750 £71,250
90th Percentile £92,500 £95,000 £85,000
UK excluding London median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% -

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 11,941 14,391 22,618
As % of all permanent IT jobs advertised in the UK 13.61% 14.38% 15.41%
Number of salaries quoted 8,886 11,513 17,872
10th Percentile £31,250 £29,750 £28,000
25th Percentile £40,000 £37,500 £36,250
Median annual salary (50th Percentile) £52,500 £52,500 £50,000
Median % change year-on-year - +5.00% -
75th Percentile £72,500 £71,250 £68,750
90th Percentile £87,500 £86,250 £85,000
UK excluding London median annual salary £47,500 £45,000 £43,000
% change year-on-year +5.56% +4.65% +1.18%

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 10 May 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 10 May 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 +21 883 £57,500 -4.17% 201
UK excluding London +10 504 £45,000 -5.26% 146
London +49 425 £70,000 -6.67% 63
Work from Home +7 217 £60,000 +9.09% 42
South East +8 157 £40,000 -20.00% 44
North of England +19 135 £51,250 +2.50% 32
South West -29 96 £44,000 +10.00% 22
North West +12 69 £42,500 -22.73% 19
Scotland +39 58 £50,000 +11.11% 3
Yorkshire +19 54 £62,500 +34.41% 10
Midlands +8 37 £45,000 +12.50% 24
East Midlands +17 24 £47,500 +18.75% 5
East of England +19 14 £45,000 -18.18% 16
West Midlands -4 13 £45,000 +5.88% 19
North East +5 12 £65,000 +40.54% 3
Northern Ireland +6 5 £52,500 - 1
Wales +9 2 £37,500 -21.05% 4

For the 6 months to 10 May 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.

1 436 (45.28%) Linux
2 434 (45.07%) Python
3 386 (40.08%) AWS
4 373 (38.73%) Java
5 323 (33.54%) Agile Software Development
6 316 (32.81%) SQL
7 308 (31.98%) MySQL
8 289 (30.01%) DevOps
9 287 (29.80%) JavaScript
10 252 (26.17%) Azure
11 250 (25.96%) Software Engineering
12 227 (23.57%) HTML
13 219 (22.74%) Git (software)
14 211 (21.91%) Apache Spark
15 207 (21.50%) CSS
16 206 (21.39%) Jenkins
17 200 (20.77%) Finance
18 195 (20.25%) Kafka
19 194 (20.15%) Docker
20 184 (19.11%) Ansible
21 182 (18.90%) LAMP
21 182 (18.90%) PHP
22 175 (18.17%) Microservices
23 172 (17.86%) Kubernetes
24 169 (17.55%) Social Skills
25 168 (17.45%) AngularJS
26 153 (15.89%) React
27 149 (15.47%) Web Services
28 147 (15.26%) SQL Server
28 147 (15.26%) GCP

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
1 211 (21.91%) Apache Spark
2 135 (14.02%) Tomcat
3 122 (12.67%) nginx
4 76 (7.89%) IIS
5 59 (6.13%) Elasticsearch
6 55 (5.71%) Apache Airflow
7 34 (3.53%) GemFire
7 34 (3.53%) JBoss
8 27 (2.80%) Confluence
9 23 (2.39%) WordPress
10 20 (2.08%) WebLogic
11 18 (1.87%) CMS
12 17 (1.77%) Apache TomEE
13 13 (1.35%) ejabberd
14 12 (1.25%) Drupal
15 9 (0.93%) Apache Solr
16 8 (0.83%) SharePoint
17 6 (0.62%) Apache Synapse
17 6 (0.62%) Mule
17 6 (0.62%) Red Hat Fuse
Applications
1 7 (0.73%) Microsoft Excel
2 5 (0.52%) Microsoft Office
3 4 (0.42%) Adobe XD
3 4 (0.42%) Gliffy
3 4 (0.42%) MS Visio
3 4 (0.42%) Photoshop
4 1 (0.10%) Adobe Creative Suite
4 1 (0.10%) Adobe Illustrator
Business Applications
1 3 (0.31%) Magento
1 3 (0.31%) SAP Hybris
2 2 (0.21%) SAP CRM
2 2 (0.21%) SAP ERP
2 2 (0.21%) SAP S/4HANA
3 1 (0.10%) FLEXCUBE
3 1 (0.10%) Shopify
Cloud Services
1 386 (40.08%) AWS
2 252 (26.17%) Azure
3 147 (15.26%) GCP
4 127 (13.19%) Serverless
5 87 (9.03%) AWS Lambda
6 78 (8.10%) Amazon EC2
6 78 (8.10%) Amazon S3
7 72 (7.48%) GitHub
8 61 (6.33%) SaaS
9 35 (3.63%) Amazon Kinesis
9 35 (3.63%) Cloud Functions
10 31 (3.22%) Amazon ECS
11 29 (3.01%) Microsoft 365
12 24 (2.49%) Amazon CloudWatch
12 24 (2.49%) Apigee
13 23 (2.39%) Power Platform
14 20 (2.08%) Azure Data Factory
15 16 (1.66%) npm
15 16 (1.66%) PaaS
16 15 (1.56%) Virtual Private Cloud
Communications & Networking
1 76 (7.89%) Firewall
2 51 (5.30%) HTTP
3 49 (5.09%) TCP/IP
4 48 (4.98%) DNS
4 48 (4.98%) SSL
5 39 (4.05%) LAN
6 37 (3.84%) Internet
7 35 (3.63%) VPN
8 29 (3.01%) Network Security
9 28 (2.91%) DHCP
10 21 (2.18%) WAN
11 19 (1.97%) SNMP
11 19 (1.97%) VLAN
12 18 (1.87%) BGP
12 18 (1.87%) Diameter Protocol
13 17 (1.77%) AMQP
13 17 (1.77%) Wi-Fi
14 16 (1.66%) PBX
14 16 (1.66%) SAN
15 15 (1.56%) Asterisk PBX
Database & Business Intelligence
1 308 (31.98%) MySQL
2 147 (15.26%) Big Data
2 147 (15.26%) SQL Server
3 146 (15.16%) PostgreSQL
4 104 (10.80%) Redis
5 97 (10.07%) NoSQL
6 81 (8.41%) Hadoop
7 73 (7.58%) Relational Database
8 67 (6.96%) Amazon Redshift
8 67 (6.96%) MongoDB
9 66 (6.85%) MariaDB
10 56 (5.82%) Data Warehouse
11 52 (5.40%) Data Lake
12 50 (5.19%) HBase
13 49 (5.09%) BigQuery
14 44 (4.57%) Amazon DynamoDB
15 39 (4.05%) Apache Ignite
16 33 (3.43%) Apache Hive
17 31 (3.22%) Apache Cassandra
18 26 (2.70%) Amazon RDS
Development Applications
1 219 (22.74%) Git (software)
2 206 (21.39%) Jenkins
3 61 (6.33%) JIRA
4 55 (5.71%) GitLab
5 50 (5.19%) JUnit
5 50 (5.19%) Sonatype Nexus
6 49 (5.09%) Eclipse
7 45 (4.67%) IntelliJ
8 41 (4.26%) Cucumber
8 41 (4.26%) Gradle
9 40 (4.15%) Artifactory
10 37 (3.84%) Protractor
11 34 (3.53%) Cypress.io
12 33 (3.43%) Mockito
12 33 (3.43%) Storybook
13 31 (3.22%) Bitbucket
14 22 (2.28%) Selenium
15 21 (2.18%) Maven
16 18 (1.87%) Subversion
17 13 (1.35%) TeamCity
General
1 200 (20.77%) Finance
2 169 (17.55%) Social Skills
3 93 (9.66%) Analytical Skills
4 92 (9.55%) Games
5 73 (7.58%) Banking
6 45 (4.67%) Retail
7 40 (4.15%) Organisational Skills
8 38 (3.95%) Front Office
9 35 (3.63%) Law
10 30 (3.12%) Marketing
11 28 (2.91%) Back Office
12 24 (2.49%) Telecoms
13 17 (1.77%) Public Sector
14 10 (1.04%) Presentation Skills
15 8 (0.83%) Legal
15 8 (0.83%) Military
16 7 (0.73%) Aerospace
17 6 (0.62%) Advertising
18 5 (0.52%) Publishing
19 4 (0.42%) Billing
Job Titles
1 334 (34.68%) Developer
2 140 (14.54%) Software Engineer
3 105 (10.90%) Data Engineer
4 90 (9.35%) DevOps Engineer
5 77 (8.00%) Python Engineer
6 74 (7.68%) Python Developer
7 68 (7.06%) AWS Engineer
8 67 (6.96%) Java Developer
8 67 (6.96%) PHP Developer
9 65 (6.75%) Full Stack Developer
10 56 (5.82%) Developer/Software Engineer
11 49 (5.09%) Java Engineer
12 48 (4.98%) Linux Engineer
13 46 (4.78%) Senior Developer
14 43 (4.47%) Infrastructure Engineer
15 42 (4.36%) Architect
16 40 (4.15%) Senior DevOps
17 39 (4.05%) Python Software Engineer
18 38 (3.95%) JavaScript Developer
18 38 (3.95%) Lead Developer
Libraries, Frameworks & Software Standards
1 227 (23.57%) HTML
2 207 (21.50%) CSS
3 195 (20.25%) Kafka
4 182 (18.90%) LAMP
5 168 (17.45%) AngularJS
6 153 (15.89%) React
7 149 (15.47%) Web Services
8 142 (14.75%) Node.js
9 131 (13.60%) Spring
10 106 (11.01%) JSON
11 103 (10.70%) RESTful
12 87 (9.03%) REST
13 77 (8.00%) XML
14 68 (7.06%) HTML5
15 62 (6.44%) LAPP Stack
16 59 (6.13%) Vue.js
17 58 (6.02%) Redux
18 56 (5.82%) Apache Flex
19 55 (5.71%) Apache NiFi
20 49 (5.09%) RabbitMQ
Miscellaneous
1 98 (10.18%) Greenfield Project
2 73 (7.58%) Linux Command Line
3 57 (5.92%) Hedge funds
4 50 (5.19%) Self-Motivation
5 47 (4.88%) User Experience
6 40 (4.15%) Derivative
7 38 (3.95%) Data Centre
8 35 (3.63%) Equities
8 35 (3.63%) Foreign Exchange (FX)
9 34 (3.53%) Fixed Income
10 31 (3.22%) Public Cloud
11 25 (2.60%) Algorithms
12 20 (2.08%) e-Learning
13 19 (1.97%) NHS
14 18 (1.87%) Clustering
14 18 (1.87%) Enterprise Software
14 18 (1.87%) Mobile App
15 17 (1.77%) Management Information System
16 14 (1.45%) Data Structures
16 14 (1.45%) Distributed Denial-of-Service
Operating Systems
1 436 (45.28%) Linux
2 132 (13.71%) Windows
3 84 (8.72%) Unix
4 74 (7.68%) CentOS
5 70 (7.27%) Ubuntu
6 40 (4.15%) Debian
7 20 (2.08%) Windows Server
8 17 (1.77%) Red Hat Enterprise Linux
9 14 (1.45%) Windows 7
10 13 (1.35%) Android
11 10 (1.04%) Fedora
12 6 (0.62%) Apple iOS
13 5 (0.52%) Kali Linux
13 5 (0.52%) Solaris
14 4 (0.42%) VMS
14 4 (0.42%) Windows Server 2016
15 3 (0.31%) SUSE
15 3 (0.31%) Windows 10
15 3 (0.31%) Windows Server 2012
16 2 (0.21%) Amazon Linux
Processes & Methodologies
1 323 (33.54%) Agile Software Development
2 289 (30.01%) DevOps
3 250 (25.96%) Software Engineering
4 175 (18.17%) Microservices
5 146 (15.16%) Problem-Solving
6 123 (12.77%) Open Source
7 107 (11.11%) Computer Science
8 105 (10.90%) Analytics
9 101 (10.49%) ETL
10 87 (9.03%) Infrastructure as Code
11 83 (8.62%) E-Commerce
12 75 (7.79%) MVC
13 74 (7.68%) Data Pipeline
14 73 (7.58%) Business Intelligence
14 73 (7.58%) Machine Learning
15 72 (7.48%) OO
16 71 (7.37%) Data Modelling
17 70 (7.27%) Continuous Integration
18 69 (7.17%) Data Science
19 64 (6.65%) Mentoring
Programming Languages
1 434 (45.07%) Python
2 373 (38.73%) Java
3 316 (32.81%) SQL
4 287 (29.80%) JavaScript
5 182 (18.90%) PHP
6 121 (12.56%) Scala
7 99 (10.28%) Bash Shell
8 87 (9.03%) TypeScript
9 73 (7.58%) Shell Script
10 60 (6.23%) Go
11 55 (5.71%) Kotlin
12 52 (5.40%) C#
12 52 (5.40%) Groovy
13 46 (4.78%) PowerShell
14 45 (4.67%) Perl
15 36 (3.74%) Clojure
16 30 (3.12%) C++
17 28 (2.91%) Ruby
18 21 (2.18%) C
19 20 (2.08%) T-SQL
Qualifications
1 124 (12.88%) Degree
2 51 (5.30%) Computer Science Degree
3 33 (3.43%) OCP
3 33 (3.43%) Oracle Certification
4 21 (2.18%) Security Cleared
5 14 (1.45%) SC Cleared
6 12 (1.25%) HND
7 8 (0.83%) Cisco Certification
7 8 (0.83%) DV Cleared
8 7 (0.73%) AWS Certification
8 7 (0.73%) CCNA
8 7 (0.73%) PhD
9 5 (0.52%) Microsoft Certification
10 4 (0.42%) MCSE
10 4 (0.42%) TOGAF Certification
11 3 (0.31%) Linux+ Certification
11 3 (0.31%) Postgraduate
11 3 (0.31%) RHCE
11 3 (0.31%) RHCSA
12 2 (0.21%) DBS Check
Quality Assurance & Compliance
1 30 (3.12%) QA
2 21 (2.18%) GDPR
3 14 (1.45%) ISO/IEC 27001
4 12 (1.25%) Data Quality
5 8 (0.83%) SLA
6 6 (0.62%) OpenSCAP
7 3 (0.31%) WCAG
8 2 (0.21%) COBIT
8 2 (0.21%) ISO 9001
8 2 (0.21%) MiFID
8 2 (0.21%) NIST
8 2 (0.21%) PCI DSS
System Software
1 194 (20.15%) Docker
2 72 (7.48%) VMware Infrastructure
3 45 (4.67%) HDFS
4 29 (3.01%) Active Directory
5 28 (2.91%) KVM
6 25 (2.60%) iptables
7 24 (2.49%) Postfix
8 22 (2.28%) Hyper-V
9 18 (1.87%) QEMU
10 16 (1.66%) Virtual Machines
11 13 (1.35%) Kamailio
12 10 (1.04%) Xen
13 8 (0.83%) Samba
14 7 (0.73%) NFS
15 5 (0.52%) Sendmail
15 5 (0.52%) Virtual Servers
16 3 (0.31%) Apache ZooKeeper
16 3 (0.31%) qmail
16 3 (0.31%) Veritas Cluster Server
16 3 (0.31%) Veritas Volume Manager
Systems Management
1 184 (19.11%) Ansible
2 172 (17.86%) Kubernetes
3 92 (9.55%) Opscode Chef
4 72 (7.48%) Terraform
5 66 (6.85%) Puppet
6 58 (6.02%) Prometheus
7 42 (4.36%) HAProxy
8 40 (4.15%) ZABBIX
9 33 (3.43%) Grafana
10 20 (2.08%) Nagios
11 19 (1.97%) Graphite
12 18 (1.87%) Galera Cluster
13 16 (1.66%) SCCM
14 14 (1.45%) Docker Swarm
15 10 (1.04%) Oozie
16 9 (0.93%) Icinga
17 7 (0.73%) Failover Clustering
17 7 (0.73%) Hadoop YARN
18 6 (0.62%) Check_MK
18 6 (0.62%) Red Hat Satellite
Vendors
1 105 (10.90%) Microsoft
2 99 (10.28%) Google
3 89 (9.24%) VMware
4 60 (6.23%) Oracle
5 56 (5.82%) Cisco
6 43 (4.47%) Red Hat
7 40 (4.15%) Databricks
8 34 (3.53%) Okta
9 31 (3.22%) HP
10 29 (3.01%) Talend
11 20 (2.08%) SonicWALL
12 18 (1.87%) GENBAND
12 18 (1.87%) Juniper
12 18 (1.87%) Mitel
12 18 (1.87%) Percona
13 16 (1.66%) Adobe
14 13 (1.35%) Nortel
15 10 (1.04%) IBM
15 10 (1.04%) SAP
15 10 (1.04%) Zend