Period
to 22 January 2020

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 22 January 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
22 Jan 2020
Same period 2019 Same period 2018
Rank 329 232 214
Rank change year-on-year -97 -18 -33
Permanent jobs citing Apache 1,179 2,291 2,883
As % of all permanent IT jobs advertised in the UK 0.94% 1.51% 1.66%
As % of the Application Platforms category 6.37% 9.41% 9.75%
Number of salaries quoted 989 1,778 2,326
UK median annual salary £58,000 £50,000 £50,000
Median salary % change year-on-year +16.00% - -
10th Percentile £32,500 £31,250 £28,000
90th Percentile £90,000 £85,000 £81,250
UK excluding London median annual salary £47,500 £44,500 £42,500
% change year-on-year +6.74% +4.71% -

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 18,507 24,349 29,564
As % of all permanent IT jobs advertised in the UK 14.68% 16.04% 17.04%
Number of salaries quoted 14,860 19,426 24,354
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £28,125 £27,500
90th Percentile £85,000 £84,875 £77,500
UK excluding London median annual salary £45,000 £43,250 £40,500
% change year-on-year +4.05% +6.79% +1.25%

Apache
Job Vacancy Trend

Job postings citing Apache as a percentage of all IT jobs advertised.

Job vacancy trend for Apache in the UK

Apache
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache.

Salary trend for Apache in the UK

Apache
Salary Histogram

The salary distribution of IT jobs citing Apache over the 6 months to 22 January 2020.

Salary histogram for Apache in the UK

Apache
Top 15 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 22 January 2020. 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 -85 1,109 £60,000 +14.29% 301
UK excluding London -75 652 £47,500 +6.74% 224
London -67 509 £72,500 +20.83% 102
South East -35 228 £60,000 +20.00% 76
South West -56 146 £45,000 +12.50% 39
North of England -56 113 £52,500 +16.67% 44
North West -43 74 £56,250 +7.14% 24
Midlands -11 69 £37,500 -16.67% 24
East of England -5 41 £54,000 +13.68% 16
Scotland +1 39 £42,500 +7.59% 16
East Midlands -12 35 £36,250 -6.45% 9
West Midlands +6 34 £39,764 -11.64% 15
Yorkshire -24 30 £46,500 +16.25% 11
Wales -5 17 £47,500 +26.67% 8
North East +6 9 £42,500 +21.43% 9

For the 6 months to 22 January 2020, 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.

1 717 (60.81%) Linux
2 450 (38.17%) Python
3 422 (35.79%) Java
4 386 (32.74%) Agile Software Development
5 366 (31.04%) SQL
6 363 (30.79%) AWS
7 328 (27.82%) MySQL
8 316 (26.80%) DevOps
9 284 (24.09%) Apache Spark
10 275 (23.32%) Azure
10 275 (23.32%) PHP
11 267 (22.65%) Docker
12 266 (22.56%) LAMP
13 241 (20.44%) Git (software)
14 228 (19.34%) Windows
15 222 (18.83%) JavaScript
16 217 (18.41%) Tomcat
17 216 (18.32%) Bash Shell
18 214 (18.15%) Finance
19 205 (17.39%) SQL Server
20 195 (16.54%) Oracle
21 194 (16.45%) nginx
22 177 (15.01%) Kubernetes
23 176 (14.93%) HTML
24 174 (14.76%) CSS
25 171 (14.50%) Big Data
25 171 (14.50%) Jenkins
26 161 (13.66%) Spring
27 159 (13.49%) Ansible
28 152 (12.89%) Test Automation

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
1 284 (24.09%) Apache Spark
2 217 (18.41%) Tomcat
3 194 (16.45%) nginx
4 144 (12.21%) IIS
5 88 (7.46%) Elasticsearch
6 52 (4.41%) Apache Airflow
6 52 (4.41%) Confluence
7 47 (3.99%) WordPress
8 33 (2.80%) JBoss
9 32 (2.71%) CMS
9 32 (2.71%) WebSphere
10 29 (2.46%) Drupal
11 21 (1.78%) Apache Solr
12 20 (1.70%) WebLogic
13 19 (1.61%) SharePoint
14 15 (1.27%) Luigi
15 11 (0.93%) MS Exchange
16 10 (0.85%) Adobe Experience Manager
16 10 (0.85%) GlassFish
16 10 (0.85%) Tornado
Applications
1 10 (0.85%) Microsoft Office
2 9 (0.76%) Microsoft Excel
3 6 (0.51%) Microsoft PowerPoint
3 6 (0.51%) MS Visio
4 2 (0.17%) SPSS
4 2 (0.17%) Windchill
Business Applications
1 21 (1.78%) thinkFolio
2 12 (1.02%) Magento
3 9 (0.76%) Shopify
4 5 (0.42%) Dynamics CRM
5 3 (0.25%) SnowdropKCS
6 1 (0.085%) Oracle Applications
6 1 (0.085%) Oracle BPM
Cloud Services
1 363 (30.79%) AWS
2 275 (23.32%) Azure
3 122 (10.35%) GCP
4 116 (9.84%) SaaS
5 75 (6.36%) Amazon S3
6 52 (4.41%) Power Platform
7 48 (4.07%) GitHub
8 41 (3.48%) Serverless
9 39 (3.31%) Cloud Computing
10 32 (2.71%) Amazon EMR
11 29 (2.46%) AWS Lambda
12 22 (1.87%) Office 365
13 21 (1.78%) Amazon EC2
13 21 (1.78%) Amazon Kinesis
14 19 (1.61%) AWS CloudFormation
15 18 (1.53%) PaaS
16 15 (1.27%) Azure Machine Learning
16 15 (1.27%) npm
17 13 (1.10%) Amazon ELB
18 12 (1.02%) DigitalOcean
Communications & Networking
1 83 (7.04%) Firewall
2 82 (6.96%) DNS
3 79 (6.70%) HTTP
4 72 (6.11%) TCP/IP
5 65 (5.51%) SSL
6 61 (5.17%) Internet
7 37 (3.14%) DHCP
8 31 (2.63%) VPN
9 27 (2.29%) WAN
10 21 (1.78%) SAN
10 21 (1.78%) SMTP
10 21 (1.78%) VLAN
11 17 (1.44%) LAN
12 15 (1.27%) HTTPS
13 14 (1.19%) SSH
13 14 (1.19%) VoIP
14 12 (1.02%) FTP
15 8 (0.68%) Wi-Fi
16 7 (0.59%) H.323
16 7 (0.59%) RTP
Database & Business Intelligence
1 328 (27.82%) MySQL
2 205 (17.39%) SQL Server
3 171 (14.50%) Big Data
4 133 (11.28%) Hadoop
5 124 (10.52%) PostgreSQL
6 89 (7.55%) NoSQL
7 84 (7.12%) Data Warehouse
8 71 (6.02%) MongoDB
9 64 (5.43%) Apache Hive
10 62 (5.26%) Relational Database
11 48 (4.07%) BigQuery
11 48 (4.07%) MariaDB
12 46 (3.90%) Power BI
13 44 (3.73%) Amazon Redshift
14 40 (3.39%) Apache Cassandra
14 40 (3.39%) Redis
15 37 (3.14%) Data Lake
16 32 (2.71%) Amazon RDS
17 30 (2.54%) Neo4j
18 29 (2.46%) Snowflake Schema
Development Applications
1 241 (20.44%) Git (software)
2 171 (14.50%) Jenkins
3 131 (11.11%) JIRA
4 76 (6.45%) JUnit
4 76 (6.45%) Maven
5 46 (3.90%) Atlassian Bamboo
6 40 (3.39%) TeamCity
7 38 (3.22%) Selenium
8 35 (2.97%) Bitbucket
8 35 (2.97%) Gradle
9 27 (2.29%) GitLab
10 26 (2.21%) Subversion
11 24 (2.04%) Ant
12 23 (1.95%) CruiseControl
12 23 (1.95%) Cucumber
12 23 (1.95%) gulp
13 20 (1.70%) Sonatype Nexus
14 19 (1.61%) Hudson
14 19 (1.61%) Octopus Deploy
15 17 (1.44%) Visual Studio
General
1 214 (18.15%) Finance
2 66 (5.60%) Retail
3 59 (5.00%) Public Sector
4 48 (4.07%) Marketing
4 48 (4.07%) Telecoms
5 45 (3.82%) Banking
6 43 (3.65%) Front Office
7 28 (2.37%) Games
7 28 (2.37%) Investment Banking
8 27 (2.29%) Manufacturing
9 26 (2.21%) Electronics
10 24 (2.04%) French Language
10 24 (2.04%) German Language
10 24 (2.04%) Italian Language
10 24 (2.04%) Spanish Language
11 14 (1.19%) Legal
12 13 (1.10%) Aerospace
13 12 (1.02%) Military
14 10 (0.85%) Automotive
15 9 (0.76%) Advertising
Job Titles
1 359 (30.45%) Developer
2 109 (9.25%) Data Engineer
3 96 (8.14%) Java Developer
4 92 (7.80%) PHP Developer
5 89 (7.55%) Architect
5 89 (7.55%) DevOps Engineer
6 75 (6.36%) Senior Developer
7 74 (6.28%) Software Engineer
8 72 (6.11%) Applications Support
9 68 (5.77%) Support Engineer
10 67 (5.68%) Full Stack Developer
11 55 (4.66%) Systems Administrator
12 53 (4.50%) Administrator
13 51 (4.33%) Team Leader
14 45 (3.82%) Data Architect
15 43 (3.65%) Systems Engineer
16 41 (3.48%) Linux Engineer
17 38 (3.22%) Applications Engineer
17 38 (3.22%) Applications Support Engineer
18 37 (3.14%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 266 (22.56%) LAMP
2 176 (14.93%) HTML
3 174 (14.76%) CSS
4 161 (13.66%) Spring
5 143 (12.13%) Web Services
6 114 (9.67%) REST
7 106 (8.99%) Kafka
8 91 (7.72%) AngularJS
9 84 (7.12%) Laravel
9 84 (7.12%) XML
10 83 (7.04%) RESTful
11 80 (6.79%) jQuery
12 77 (6.53%) Middleware
13 76 (6.45%) JSON
14 71 (6.02%) Hibernate
15 65 (5.51%) .NET
15 65 (5.51%) Spring Boot
16 62 (5.26%) HTML5
17 57 (4.83%) Node.js
18 54 (4.58%) React
Miscellaneous
1 132 (11.20%) Analytical Skills
2 49 (4.16%) Linux Command Line
3 44 (3.73%) Public Cloud
4 43 (3.65%) Algorithms
4 43 (3.65%) Data Structures
5 40 (3.39%) Foreign Exchange (FX)
6 38 (3.22%) Self-Motivation
7 34 (2.88%) Management Information System
8 32 (2.71%) User Experience
9 29 (2.46%) Data Centre
9 29 (2.46%) Derivative
9 29 (2.46%) Equities
9 29 (2.46%) Greenfield Project
10 26 (2.21%) Hedge funds
11 25 (2.12%) Fixed Income
12 24 (2.04%) Wiki
13 20 (1.70%) Client/Server
14 19 (1.61%) Cloud Native
15 18 (1.53%) Mobile App
15 18 (1.53%) Replication
Operating Systems
1 717 (60.81%) Linux
2 228 (19.34%) Windows
3 117 (9.92%) CentOS
4 100 (8.48%) Unix
5 95 (8.06%) Windows Server
6 65 (5.51%) Red Hat Enterprise Linux
7 51 (4.33%) Ubuntu
8 40 (3.39%) Debian
9 28 (2.37%) Solaris
10 20 (1.70%) Windows Server 2008
11 17 (1.44%) Windows Server 2012
12 13 (1.10%) Android
12 13 (1.10%) Apple iOS
13 10 (0.85%) Fedora
14 6 (0.51%) OS/400
14 6 (0.51%) Windows Server 2003
15 5 (0.42%) Windows 7
16 4 (0.34%) AIX
17 2 (0.17%) Windows 10
17 2 (0.17%) Windows 8
Processes & Methodologies
1 386 (32.74%) Agile Software Development
2 316 (26.80%) DevOps
3 152 (12.89%) Test Automation
4 149 (12.64%) Data Science
5 140 (11.87%) Software Engineering
6 138 (11.70%) Analytics
7 137 (11.62%) Business Intelligence
8 129 (10.94%) Microservices
9 124 (10.52%) Problem-Solving
10 121 (10.26%) ETL
11 113 (9.58%) OO
12 110 (9.33%) Open Source
13 108 (9.16%) Computer Science
13 108 (9.16%) TDD
14 107 (9.08%) Continuous Integration
15 106 (8.99%) Scrum
16 103 (8.74%) Machine Learning
17 98 (8.31%) Fintech
18 95 (8.06%) MVC
19 84 (7.12%) Unit Testing
Programming Languages
1 450 (38.17%) Python
2 422 (35.79%) Java
3 366 (31.04%) SQL
4 275 (23.32%) PHP
5 222 (18.83%) JavaScript
6 216 (18.32%) Bash Shell
7 115 (9.75%) Perl
8 107 (9.08%) Scala
9 99 (8.40%) C#
10 91 (7.72%) C++
11 88 (7.46%) Shell Script
12 82 (6.96%) Ruby
13 79 (6.70%) PowerShell
14 72 (6.11%) C
15 50 (4.24%) Korn
16 41 (3.48%) Go
17 34 (2.88%) Java 8
18 30 (2.54%) PHP 7
19 25 (2.12%) Bourne shell
20 21 (1.78%) PL/SQL
Qualifications
1 142 (12.04%) Degree
2 74 (6.28%) Security Cleared
3 33 (2.80%) Computer Science Degree
3 33 (2.80%) SC Cleared
4 31 (2.63%) DV Cleared
5 12 (1.02%) Cisco Certification
6 11 (0.93%) Microsoft Certification
7 10 (0.85%) CCNA
7 10 (0.85%) MCSE
8 8 (0.68%) VMware Certified Professional (VCP)
9 7 (0.59%) AWS Certification
9 7 (0.59%) ITIL Certification
9 7 (0.59%) RHCE
10 6 (0.51%) DBS Check
10 6 (0.51%) HND
10 6 (0.51%) RHCT
11 5 (0.42%) CISSP
12 4 (0.34%) MCP
13 3 (0.25%) PhD
13 3 (0.25%) RHCSA
Quality Assurance & Compliance
1 77 (6.53%) QA
2 34 (2.88%) SLA
3 33 (2.80%) Data Quality
4 18 (1.53%) ISO/IEC 27001
5 9 (0.76%) GDPR
6 6 (0.51%) PCI DSS
7 2 (0.17%) EMIR
7 2 (0.17%) MiFID
8 1 (0.085%) Cyber Essentials
8 1 (0.085%) Cyber Essentials PLUS
8 1 (0.085%) NIST
8 1 (0.085%) PMO
8 1 (0.085%) WCAG
System Software
1 267 (22.65%) Docker
2 67 (5.68%) VMware Infrastructure
3 66 (5.60%) Active Directory
4 54 (4.58%) HDFS
5 29 (2.46%) NFS
6 25 (2.12%) Hyper-V
7 20 (1.70%) Virtual Machines
7 20 (1.70%) VirtualBox
8 19 (1.61%) Virtual Servers
9 18 (1.53%) Postfix
9 18 (1.53%) Varnish
10 15 (1.27%) vSphere
11 14 (1.19%) VMware ESXi
12 13 (1.10%) Apache ZooKeeper
12 13 (1.10%) KVM
13 10 (0.85%) iptables
14 9 (0.76%) Samba
15 8 (0.68%) Microsoft Virtual Server
16 6 (0.51%) QEMU
16 6 (0.51%) Xen
Systems Management
1 177 (15.01%) Kubernetes
2 159 (13.49%) Ansible
3 109 (9.25%) Puppet
4 91 (7.72%) Terraform
5 78 (6.62%) Opscode Chef
6 48 (4.07%) Nagios
7 47 (3.99%) HAProxy
8 23 (1.95%) Salt
9 20 (1.70%) Prometheus
10 16 (1.36%) Grafana
10 16 (1.36%) ZABBIX
11 14 (1.19%) cPanel
11 14 (1.19%) Kibana
12 13 (1.10%) Galera Cluster
12 13 (1.10%) logstash
12 13 (1.10%) Packer
13 11 (0.93%) Icinga
13 11 (0.93%) SCCM
14 10 (0.85%) Cacti
14 10 (0.85%) Mesos
Vendors
1 195 (16.54%) Oracle
2 149 (12.64%) Microsoft
3 107 (9.08%) Red Hat
4 97 (8.23%) Google
5 88 (7.46%) VMware
6 44 (3.73%) IBM
7 36 (3.05%) SAP
8 31 (2.63%) Atlassian
8 31 (2.63%) Tableau
9 27 (2.29%) Adobe
10 24 (2.04%) Databricks
11 23 (1.95%) Cisco
12 21 (1.78%) Bloomberg
12 21 (1.78%) Eze Software Group
12 21 (1.78%) FXall
12 21 (1.78%) ION Trading
12 21 (1.78%) MarketAxess
12 21 (1.78%) Reuters
12 21 (1.78%) Tradeweb
13 20 (1.70%) Teradata