Period
to 4 July 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 4 July 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
4 Jul 2020
Same period 2019 Same period 2018
Rank 268 258 226
Rank change year-on-year -10 -32 -36
Permanent jobs citing Apache 918 1,912 2,825
As % of all permanent jobs advertised in the UK 1.16% 1.30% 1.59%
As % of the Application Platforms category 8.15% 8.64% 9.56%
Number of salaries quoted 785 1,606 2,370
Median annual salary £60,000 £52,500 £50,000
Median salary % change year-on-year +14.29% +5.00% -
10th Percentile £34,050 £32,250 £29,750
90th Percentile £108,750 £90,000 £77,500
UK excluding London median annual salary £47,500 £45,000 £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 11,265 22,117 29,539
As % of all permanent IT jobs advertised in the UK 14.28% 15.06% 16.64%
Number of salaries quoted 8,947 17,465 23,811
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +6.38%
10th Percentile £31,250 £28,000 £27,750
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% +6.25%

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 4 July 2020.

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 4 July 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 +8 878 £60,000 +9.09% 107
UK excluding London +18 489 £47,500 +5.56% 78
London -14 419 £75,000 +15.38% 35
South East +34 168 £50,000 -9.09% 24
South West +27 115 £40,000 -9.91% 17
North of England +87 111 £53,500 +23.70% 10
North West +80 78 £55,000 +27.17% 7
East of England +36 36 £55,000 - 8
Work from Home +31 36 £60,000 -14.29% 13
Midlands +58 28 £45,000 -18.18% 13
Yorkshire +96 27 £47,500 +5.56% 3
West Midlands +53 17 £47,500 -5.00% 11
Scotland +17 15 £50,625 +21.99% 6
Wales +11 15 £35,000 -12.50%
East Midlands +44 11 £40,000 -30.43% 2
North East +1 6 £50,000 +42.86%
Northern Ireland +18 2 - -

For the 6 months to 4 July 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.

1 463 (50.44%) Linux
2 426 (46.41%) Java
3 390 (42.48%) Python
4 346 (37.69%) MySQL
5 339 (36.93%) AWS
6 292 (31.81%) Agile Software Development
7 287 (31.26%) DevOps
8 253 (27.56%) SQL
9 249 (27.12%) PHP
10 243 (26.47%) JavaScript
11 236 (25.71%) Docker
12 233 (25.38%) Finance
13 231 (25.16%) Kubernetes
13 231 (25.16%) Azure
14 221 (24.07%) Git (software)
15 213 (23.20%) HTML
16 200 (21.79%) Microservices
17 195 (21.24%) Jenkins
18 194 (21.13%) SQL Server
19 193 (21.02%) Web Services
20 190 (20.70%) Apache Spark
21 187 (20.37%) LAMP
22 186 (20.26%) CSS
23 179 (19.50%) Tomcat
24 162 (17.65%) GCP
25 154 (16.78%) Oracle
26 147 (16.01%) Software Engineering
26 147 (16.01%) Google
27 141 (15.36%) Banking
28 137 (14.92%) PostgreSQL

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
1 190 (20.70%) Apache Spark
2 179 (19.50%) Tomcat
3 114 (12.42%) nginx
4 64 (6.97%) IIS
5 54 (5.88%) Elasticsearch
6 53 (5.77%) Apache Airflow
7 35 (3.81%) JBoss
8 33 (3.59%) Confluence
9 27 (2.94%) Apache Solr
10 26 (2.83%) WordPress
11 25 (2.72%) WebLogic
12 24 (2.61%) WebSphere
13 14 (1.53%) Drupal
14 12 (1.31%) Apache Pig
15 10 (1.09%) Apache Synapse
16 9 (0.98%) CMS
16 9 (0.98%) Oracle Coherence
17 8 (0.87%) Cloud Foundry
17 8 (0.87%) Oracle HTTP Server
18 7 (0.76%) Apache Pulsar
Applications
1 17 (1.85%) Microsoft Office
2 11 (1.20%) Microsoft Excel
3 5 (0.54%) Microsoft PowerPoint
3 5 (0.54%) Photoshop
4 4 (0.44%) Adobe Illustrator
4 4 (0.44%) Adobe XD
4 4 (0.44%) MS Visio
5 1 (0.11%) Adobe Premiere
5 1 (0.11%) SPSS
Business Applications
1 11 (1.20%) Magento
2 8 (0.87%) Dynamics CRM
3 6 (0.65%) Oracle Applications
4 4 (0.44%) Payment Gateway
5 2 (0.22%) Remedy ITSM
5 2 (0.22%) Sparx Enterprise Architect
6 1 (0.11%) Oracle BPM
6 1 (0.11%) Oracle Cash Management
6 1 (0.11%) Sentinel
Cloud Services
1 339 (36.93%) AWS
2 231 (25.16%) Azure
3 162 (17.65%) GCP
4 119 (12.96%) Serverless
5 109 (11.87%) AWS Lambda
6 90 (9.80%) Amazon ECS
7 53 (5.77%) Apigee
8 33 (3.59%) SaaS
9 32 (3.49%) GitHub
10 22 (2.40%) Power Platform
11 19 (2.07%) Amazon Kinesis
12 17 (1.85%) Amazon S3
13 16 (1.74%) Amazon SQS
13 16 (1.74%) npm
14 15 (1.63%) AWS CloudFormation
14 15 (1.63%) Azure Data Factory
15 14 (1.53%) PaaS
16 11 (1.20%) Amazon EMR
16 11 (1.20%) IaaS
16 11 (1.20%) Office 365
Communications & Networking
1 56 (6.10%) HTTP
2 42 (4.58%) DNS
3 37 (4.03%) TCP/IP
4 35 (3.81%) SSL
5 31 (3.38%) Firewall
6 24 (2.61%) Network Security
7 22 (2.40%) Internet
8 17 (1.85%) VPN
9 9 (0.98%) SSH
9 9 (0.98%) VoIP
10 8 (0.87%) SAN
11 7 (0.76%) DHCP
11 7 (0.76%) LAN
11 7 (0.76%) WAN
12 5 (0.54%) Skype
13 3 (0.33%) FTP
13 3 (0.33%) HTTPS
13 3 (0.33%) Wireshark
14 2 (0.22%) BIG-IP
14 2 (0.22%) VLAN
Database & Business Intelligence
1 346 (37.69%) MySQL
2 194 (21.13%) SQL Server
3 137 (14.92%) PostgreSQL
4 127 (13.83%) Hadoop
5 125 (13.62%) Big Data
6 113 (12.31%) NoSQL
7 108 (11.76%) Amazon Redshift
7 108 (11.76%) MongoDB
8 95 (10.35%) Data Warehouse
9 58 (6.32%) Apache Cassandra
10 57 (6.21%) Relational Database
11 38 (4.14%) Apache Hive
12 36 (3.92%) Redis
13 33 (3.59%) BigQuery
14 26 (2.83%) MariaDB
15 24 (2.61%) RDBMS
16 23 (2.51%) Cosmos DB
17 22 (2.40%) Data Lake
17 22 (2.40%) Power BI
18 21 (2.29%) Azure SQL Database
Development Applications
1 221 (24.07%) Git (software)
2 195 (21.24%) Jenkins
3 66 (7.19%) GitLab
4 64 (6.97%) JIRA
5 55 (5.99%) Artifactory
6 43 (4.68%) JUnit
7 42 (4.58%) Subversion
8 38 (4.14%) Maven
9 35 (3.81%) Atlassian Bamboo
10 34 (3.70%) TeamCity
11 30 (3.27%) Bitbucket
12 25 (2.72%) Selenium
13 21 (2.29%) Sonatype Nexus
14 20 (2.18%) Gradle
15 17 (1.85%) git-flow
16 16 (1.74%) Octopus Deploy
17 15 (1.63%) webpack
18 12 (1.31%) gulp
18 12 (1.31%) Mercurial
19 11 (1.20%) RSpec
General
1 233 (25.38%) Finance
2 141 (15.36%) Banking
3 62 (6.75%) Retail
4 50 (5.45%) Back Office
5 36 (3.92%) Marketing
6 30 (3.27%) Public Sector
7 22 (2.40%) Front Office
7 22 (2.40%) Games
8 14 (1.53%) Investment Banking
8 14 (1.53%) Telecoms
9 11 (1.20%) Legal
10 10 (1.09%) Advertising
11 6 (0.65%) Financial Institution
12 4 (0.44%) Aerospace
12 4 (0.44%) German Language
12 4 (0.44%) Law
12 4 (0.44%) Pharmaceutical
13 3 (0.33%) iGaming
14 2 (0.22%) Private Banking
14 2 (0.22%) Retail Banking
Job Titles
1 365 (39.76%) Developer
2 114 (12.42%) Data Engineer
3 87 (9.48%) PHP Developer
4 86 (9.37%) Java Developer
5 74 (8.06%) Full Stack Developer
6 73 (7.95%) Architect
7 69 (7.52%) Senior Developer
8 58 (6.32%) DevOps Engineer
9 51 (5.56%) Data Architect
10 50 (5.45%) Solutions Architect
11 44 (4.79%) Linux Engineer
12 43 (4.68%) Java Engineer
13 41 (4.47%) Applications Support
14 40 (4.36%) Analyst
14 40 (4.36%) Software Engineer
15 39 (4.25%) AWS Engineer
16 38 (4.14%) Engineering Manager
17 37 (4.03%) Java Architect
18 35 (3.81%) Cloud Architect
18 35 (3.81%) Software Developer
Libraries, Frameworks & Software Standards
1 213 (23.20%) HTML
2 193 (21.02%) Web Services
3 187 (20.37%) LAMP
4 186 (20.26%) CSS
5 124 (13.51%) Spring
6 116 (12.64%) Kafka
7 101 (11.00%) AngularJS
8 88 (9.59%) gRPC
9 83 (9.04%) jQuery
10 79 (8.61%) Node.js
11 76 (8.28%) RESTful
12 75 (8.17%) REST
13 70 (7.63%) Laravel
14 62 (6.75%) JSON
15 58 (6.32%) HTML5
16 56 (6.10%) React
17 54 (5.88%) Spring Boot
18 52 (5.66%) OAuth
19 50 (5.45%) .NET
19 50 (5.45%) XML
Miscellaneous
1 90 (9.80%) Hedge funds
2 85 (9.26%) Analytical Skills
3 34 (3.70%) Greenfield Project
4 32 (3.49%) Data Centre
4 32 (3.49%) Linux Command Line
5 30 (3.27%) Data Structures
5 30 (3.27%) Mobile App
5 30 (3.27%) User Experience
6 26 (2.83%) Algorithms
7 22 (2.40%) Self-Motivation
8 18 (1.96%) Market Risk
9 17 (1.85%) Public Cloud
10 16 (1.74%) PKI
11 11 (1.20%) Client/Server
11 11 (1.20%) Cloud Native
11 11 (1.20%) Enterprise Software
11 11 (1.20%) Reference Data
12 9 (0.98%) Management Information System
12 9 (0.98%) Reinsurance
13 8 (0.87%) Virtual Team
Operating Systems
1 463 (50.44%) Linux
2 105 (11.44%) Windows
3 74 (8.06%) Unix
4 57 (6.21%) Windows Server
5 53 (5.77%) CentOS
6 46 (5.01%) Red Hat Enterprise Linux
7 45 (4.90%) Ubuntu
8 21 (2.29%) Android
9 18 (1.96%) Windows Server 2016
10 16 (1.74%) Debian
11 14 (1.53%) Windows Server 2012
12 13 (1.42%) Apple iOS
13 10 (1.09%) Solaris
14 6 (0.65%) Windows Server 2008
15 5 (0.54%) Mac OS X
16 2 (0.22%) AIX
16 2 (0.22%) DC/OS
17 1 (0.11%) Kali Linux
17 1 (0.11%) Windows Server 2003
17 1 (0.11%) Windows Server 2019
Processes & Methodologies
1 292 (31.81%) Agile Software Development
2 287 (31.26%) DevOps
3 200 (21.79%) Microservices
4 147 (16.01%) Software Engineering
5 113 (12.31%) Mentoring
6 111 (12.09%) Problem-Solving
7 109 (11.87%) MVC
8 107 (11.66%) Continuous Integration
9 100 (10.89%) Analytics
10 96 (10.46%) TDD
11 94 (10.24%) Asset Management
11 94 (10.24%) Investment Management
12 86 (9.37%) OOP
13 79 (8.61%) Machine Learning
13 79 (8.61%) OO
14 77 (8.39%) Data Science
15 73 (7.95%) Scrum
16 71 (7.73%) Web Development
17 69 (7.52%) BDD
17 69 (7.52%) Continuous Delivery
Programming Languages
1 426 (46.41%) Java
2 390 (42.48%) Python
3 253 (27.56%) SQL
4 249 (27.12%) PHP
5 243 (26.47%) JavaScript
6 126 (13.73%) Scala
7 98 (10.68%) Bash Shell
8 77 (8.39%) C#
9 62 (6.75%) Perl
10 61 (6.64%) C++
11 55 (5.99%) PowerShell
12 53 (5.77%) Ruby
12 53 (5.77%) Shell Script
13 52 (5.66%) R
14 39 (4.25%) C
15 29 (3.16%) Go
16 28 (3.05%) Java 8
17 27 (2.94%) PHP 7
18 18 (1.96%) T-SQL
19 16 (1.74%) TypeScript
Qualifications
1 110 (11.98%) Degree
2 44 (4.79%) Security Cleared
3 29 (3.16%) SC Cleared
4 28 (3.05%) Sun Certification
5 27 (2.94%) Computer Science Degree
6 25 (2.72%) DV Cleared
7 10 (1.09%) MCP
7 10 (1.09%) RHCE
8 8 (0.87%) TOGAF Certification
9 6 (0.65%) AWS Certification
10 4 (0.44%) VMware Certified Professional (VCP)
11 3 (0.33%) ISEB
11 3 (0.33%) PhD
12 2 (0.22%) CCNP
12 2 (0.22%) Cisco Certification
12 2 (0.22%) DBS Check
12 2 (0.22%) RHCSA
13 1 (0.11%) CCIE
13 1 (0.11%) CCNA
13 1 (0.11%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 38 (4.14%) QA
2 15 (1.63%) GDPR
3 7 (0.76%) ISO/IEC 27001
3 7 (0.76%) SLA
4 4 (0.44%) PCI DSS
5 3 (0.33%) Data Quality
6 1 (0.11%) COBIT
6 1 (0.11%) Sarbanes-Oxley
6 1 (0.11%) WCAG
System Software
1 236 (25.71%) Docker
2 30 (3.27%) VMware Infrastructure
3 23 (2.51%) Hyper-V
4 19 (2.07%) Active Directory
5 14 (1.53%) Virtual Servers
6 13 (1.42%) Virtual Machines
7 11 (1.20%) KVM
8 10 (1.09%) Apache ZooKeeper
9 9 (0.98%) vSphere
10 8 (0.87%) HDFS
11 7 (0.76%) Apache Flume
11 7 (0.76%) Varnish
12 6 (0.65%) Btrfs
12 6 (0.65%) Ceph
12 6 (0.65%) DRBD
12 6 (0.65%) Squid
12 6 (0.65%) Xen
13 5 (0.54%) VMware ESXi
14 4 (0.44%) NFS
15 3 (0.33%) VMware Server
Systems Management
1 231 (25.16%) Kubernetes
2 111 (12.09%) Ansible
3 80 (8.71%) Puppet
4 66 (7.19%) Terraform
5 56 (6.10%) Opscode Chef
6 25 (2.72%) Salt
7 23 (2.51%) Nagios
8 21 (2.29%) Icinga
9 16 (1.74%) Prometheus
10 14 (1.53%) Consul
10 14 (1.53%) Packer
11 11 (1.20%) Hadoop YARN
12 10 (1.09%) Mesos
12 10 (1.09%) Rundeck
13 8 (0.87%) logstash
14 7 (0.76%) HAProxy
14 7 (0.76%) Kibana
15 6 (0.65%) Check_MK
16 5 (0.54%) cPanel
17 4 (0.44%) Oracle ZFS
Vendors
1 154 (16.78%) Oracle
2 147 (16.01%) Google
3 71 (7.73%) Microsoft
4 53 (5.77%) Red Hat
5 45 (4.90%) VMware
6 21 (2.29%) Tableau
7 17 (1.85%) Databricks
8 16 (1.74%) IBM
9 15 (1.63%) Hortonworks
10 14 (1.53%) Zend
11 13 (1.42%) Teradata
12 11 (1.20%) Cloudera
12 11 (1.20%) ServiceNow
13 10 (1.09%) hybris
14 9 (0.98%) Netezza
15 8 (0.87%) Cognos
15 8 (0.87%) Splunk
16 7 (0.76%) Adobe
16 7 (0.76%) MapR
16 7 (0.76%) Talend