Period
to 21 September 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 September 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
21 Sep 2020
Same period 2019 Same period 2018
Rank 226 306 236
Rank change year-on-year +80 -70 -46
Permanent jobs citing Apache 684 1,348 2,349
As % of all permanent jobs advertised in England 1.50% 1.04% 1.50%
As % of the Application Platforms category 10.49% 6.99% 9.01%
Number of salaries quoted 642 1,192 1,954
Median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £35,100 £32,957 £29,750
90th Percentile £122,500 £92,425 £85,000
UK median annual salary £55,000 £55,000 £51,500
% change year-on-year - +6.80% +3.00%

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 advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 6,518 19,281 26,059
As % of all permanent IT jobs advertised in England 14.32% 14.87% 16.68%
Number of salaries quoted 5,358 15,318 21,072
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £32,500 £27,500 £28,000
90th Percentile £90,000 £85,000 £82,500
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Apache
Job Vacancy Trend in England

Job postings citing Apache as a proportion of all IT jobs advertised in England.

Job vacancy trend for Apache in England

Apache
Salary Trend in England

3-month moving average salary quoted in jobs citing Apache in England.

Salary trend for Apache in England

Apache
Salary Histogram in England

Salary distribution for jobs citing Apache in England over the 6 months to 21 September 2020.

Salary histogram for Apache in England

Apache
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the England region over the 6 months to 21 September 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
London +84 339 £82,500 +17.86% 41
South East +109 122 £45,000 -18.18% 14
South West +97 93 £41,500 -7.78% 19
North of England +129 88 £53,500 +18.89% 22
North West +127 64 £53,500 +12.63% 17
East of England +100 33 £55,000 +4.76% 7
Yorkshire +128 17 £48,000 +6.67% 2
Midlands +63 8 £47,500 +19.10% 16
North East +18 6 £50,000 +60.94% 3
West Midlands +59 5 £45,000 +12.50% 6
East Midlands +68 3 £50,000 +53.85% 10
Apache
UK

For the 6 months to 21 September 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 across the England region with a requirement for Apache.

1 340 (49.71%) Python
2 298 (43.57%) Java
3 279 (40.79%) MySQL
4 269 (39.33%) Linux
5 261 (38.16%) SQL
5 261 (38.16%) AWS
6 241 (35.23%) DevOps
7 228 (33.33%) Kubernetes
8 221 (32.31%) Azure
9 216 (31.58%) GCP
10 211 (30.85%) Finance
11 198 (28.95%) Agile Software Development
12 191 (27.92%) SQL Server
13 186 (27.19%) Docker
14 182 (26.61%) Apache Spark
15 181 (26.46%) Google
16 175 (25.58%) Web Services
17 166 (24.27%) PostgreSQL
17 166 (24.27%) Microservices
18 158 (23.10%) JavaScript
19 156 (22.81%) PHP
20 148 (21.64%) Banking
21 141 (20.61%) Jenkins
22 133 (19.44%) Serverless
23 128 (18.71%) Git (software)
24 126 (18.42%) HTML
24 126 (18.42%) Mentoring
25 125 (18.27%) Data Warehouse
25 125 (18.27%) Asset Management
26 124 (18.13%) AWS Lambda

Apache
Co-occurring IT Skills in England 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
1 182 (26.61%) Apache Spark
2 100 (14.62%) Tomcat
3 70 (10.23%) nginx
4 58 (8.48%) Elasticsearch
5 56 (8.19%) Apache Airflow
6 33 (4.82%) IIS
7 23 (3.36%) Confluence
8 22 (3.22%) WebSphere
9 20 (2.92%) WebLogic
10 18 (2.63%) JBoss
11 15 (2.19%) WordPress
12 14 (2.05%) Apache Synapse
12 14 (2.05%) Cloud Foundry
13 9 (1.32%) CMS
14 7 (1.02%) Drupal
14 7 (1.02%) SAS
15 6 (0.88%) Apache Pig
15 6 (0.88%) Liferay
15 6 (0.88%) OpenStack
16 5 (0.73%) Oracle Coherence
Applications
1 10 (1.46%) Microsoft Office
2 5 (0.73%) Microsoft Excel
3 3 (0.44%) MS Visio
4 2 (0.29%) Microsoft PowerPoint
5 1 (0.15%) Adobe Illustrator
5 1 (0.15%) Adobe Premiere
5 1 (0.15%) Adobe XD
5 1 (0.15%) Photoshop
5 1 (0.15%) Simulink
Business Applications
1 5 (0.73%) Dynamics CRM
2 4 (0.58%) FLEXCUBE
2 4 (0.58%) Magento
2 4 (0.58%) Oracle Applications
2 4 (0.58%) Payment Gateway
3 2 (0.29%) Remedy ITSM
3 2 (0.29%) Sparx Enterprise Architect
4 1 (0.15%) SAP Hybris
Cloud Services
1 261 (38.16%) AWS
2 221 (32.31%) Azure
3 216 (31.58%) GCP
4 133 (19.44%) Serverless
5 124 (18.13%) AWS Lambda
6 111 (16.23%) Amazon ECS
7 75 (10.96%) Apigee
8 39 (5.70%) GitHub
9 29 (4.24%) Stackdriver
10 21 (3.07%) Amazon S3
10 21 (3.07%) Power Platform
11 20 (2.92%) Azure Data Factory
12 16 (2.34%) AWS CloudFormation
13 13 (1.90%) Amazon EC2
13 13 (1.90%) SaaS
14 11 (1.61%) Amazon Kinesis
14 11 (1.61%) Amazon SQS
15 9 (1.32%) Amazon EMR
16 8 (1.17%) IaaS
16 8 (1.17%) Office 365
Communications & Networking
1 23 (3.36%) Network Security
2 18 (2.63%) HTTP
2 18 (2.63%) SSL
3 16 (2.34%) DNS
3 16 (2.34%) TCP/IP
4 9 (1.32%) Firewall
5 7 (1.02%) IPv4
5 7 (1.02%) IPv6
5 7 (1.02%) Kerberos
5 7 (1.02%) VPN
6 5 (0.73%) Skype
7 4 (0.58%) SAN
7 4 (0.58%) SSH
8 3 (0.44%) DHCP
8 3 (0.44%) HTTPS
8 3 (0.44%) Internet
8 3 (0.44%) VoIP
9 2 (0.29%) FTP
9 2 (0.29%) Remote Desktop
9 2 (0.29%) VLAN
Database & Business Intelligence
1 279 (40.79%) MySQL
2 191 (27.92%) SQL Server
3 166 (24.27%) PostgreSQL
4 125 (18.27%) Data Warehouse
5 121 (17.69%) Amazon Redshift
6 111 (16.23%) Big Data
7 83 (12.13%) Hadoop
8 81 (11.84%) NoSQL
9 56 (8.19%) MongoDB
10 40 (5.85%) Apache Cassandra
11 34 (4.97%) Relational Database
12 31 (4.53%) BigQuery
12 31 (4.53%) Data Lake
13 28 (4.09%) Apache Hive
14 26 (3.80%) Azure SQL Database
15 22 (3.22%) Cosmos DB
16 21 (3.07%) Power BI
17 17 (2.49%) MariaDB
17 17 (2.49%) Redis
18 16 (2.34%) Apache Ignite
Development Applications
1 141 (20.61%) Jenkins
2 128 (18.71%) Git (software)
3 87 (12.72%) GitLab
4 74 (10.82%) Artifactory
5 33 (4.82%) JIRA
6 32 (4.68%) Gradle
7 24 (3.51%) Maven
8 17 (2.49%) Atlassian Bamboo
9 16 (2.34%) Bitbucket
10 15 (2.19%) TeamCity
11 14 (2.05%) JUnit
11 14 (2.05%) Subversion
12 11 (1.61%) PHPUnit
13 9 (1.32%) CircleCI
13 9 (1.32%) Selenium
14 8 (1.17%) Travis CI
15 7 (1.02%) Mockito
16 6 (0.88%) Vagrant
17 5 (0.73%) Appcelerator Titanium
17 5 (0.73%) VSS/SourceSafe
General
1 211 (30.85%) Finance
2 148 (21.64%) Banking
3 74 (10.82%) Back Office
4 45 (6.58%) Public Sector
5 41 (5.99%) Marketing
6 38 (5.56%) Retail
7 16 (2.34%) Front Office
8 13 (1.90%) Telecoms
9 12 (1.75%) Legal
10 11 (1.61%) Games
11 8 (1.17%) Advertising
11 8 (1.17%) Investment Banking
12 5 (0.73%) Retail Banking
13 4 (0.58%) German Language
13 4 (0.58%) Law
13 4 (0.58%) Publishing
14 3 (0.44%) Electronics
14 3 (0.44%) Financial Institution
14 3 (0.44%) Manufacturing
14 3 (0.44%) Pharmaceutical
Job Titles
1 284 (41.52%) Developer
2 106 (15.50%) Data Engineer
3 76 (11.11%) Java Developer
4 72 (10.53%) Architect
5 61 (8.92%) Data Architect
5 61 (8.92%) Full Stack Developer
6 60 (8.77%) Solutions Architect
7 58 (8.48%) Java Architect
8 54 (7.89%) Cloud Architect
8 54 (7.89%) Java Solutions Architect
9 52 (7.60%) Cloud Solutions Architect
10 51 (7.46%) Senior Developer
11 50 (7.31%) AWS Architect
11 50 (7.31%) AWS Solutions Architect
12 48 (7.02%) PHP Developer
13 40 (5.85%) Java Engineer
14 38 (5.56%) Linux Engineer
15 37 (5.41%) DevOps Engineer
16 35 (5.12%) Software Engineer
17 34 (4.97%) Engineering Manager
Libraries, Frameworks & Software Standards
1 175 (25.58%) Web Services
2 126 (18.42%) HTML
3 120 (17.54%) LAMP
4 110 (16.08%) gRPC
5 102 (14.91%) CSS
6 99 (14.47%) Spring
7 92 (13.45%) Kafka
8 77 (11.26%) OAuth
9 74 (10.82%) Swagger
10 60 (8.77%) jQuery
11 53 (7.75%) AngularJS
11 53 (7.75%) RESTful
12 46 (6.73%) Laravel
13 45 (6.58%) Spring Boot
14 39 (5.70%) Node.js
14 39 (5.70%) RabbitMQ
15 38 (5.56%) React
16 37 (5.41%) JSON
17 34 (4.97%) REST
18 32 (4.68%) J2EE
Miscellaneous
1 113 (16.52%) Hedge funds
2 79 (11.55%) Analytical Skills
3 26 (3.80%) Mobile App
4 24 (3.51%) Self-Motivation
5 22 (3.22%) Data Centre
5 22 (3.22%) Greenfield Project
6 21 (3.07%) User Experience
7 16 (2.34%) Enterprise Software
8 14 (2.05%) Data Structures
8 14 (2.05%) Linux Command Line
8 14 (2.05%) PKI
9 11 (1.61%) Algorithms
9 11 (1.61%) Cloud Native
10 10 (1.46%) Market Risk
11 9 (1.32%) Blog
12 8 (1.17%) Clustering
12 8 (1.17%) Public Cloud
13 7 (1.02%) Derivative
13 7 (1.02%) Fixed Income
13 7 (1.02%) Foreign Exchange (FX)
Operating Systems
1 269 (39.33%) Linux
2 61 (8.92%) Windows
3 38 (5.56%) CentOS
4 37 (5.41%) Unix
5 36 (5.26%) Ubuntu
6 30 (4.39%) Red Hat Enterprise Linux
7 28 (4.09%) Windows Server
8 15 (2.19%) Windows Server 2016
9 12 (1.75%) Debian
10 11 (1.61%) Windows Server 2012
11 8 (1.17%) Solaris
12 7 (1.02%) Fedora
13 4 (0.58%) Mac OS X
14 2 (0.29%) Android
14 2 (0.29%) DC/OS
15 1 (0.15%) AIX
15 1 (0.15%) Apple iOS
15 1 (0.15%) CoreOS
15 1 (0.15%) SUSE
15 1 (0.15%) Windows Server 2008
Processes & Methodologies
1 241 (35.23%) DevOps
2 198 (28.95%) Agile Software Development
3 166 (24.27%) Microservices
4 126 (18.42%) Mentoring
5 125 (18.27%) Asset Management
6 115 (16.81%) Investment Management
6 115 (16.81%) Software Engineering
7 86 (12.57%) Technology Roadmap
8 82 (11.99%) MVC
9 69 (10.09%) Analytics
9 69 (10.09%) OOP
9 69 (10.09%) Problem-Solving
10 58 (8.48%) Continuous Integration
10 58 (8.48%) ETL
11 56 (8.19%) Business Intelligence
11 56 (8.19%) Scrum
12 53 (7.75%) Machine Learning
13 51 (7.46%) Web Development
14 46 (6.73%) TDD
15 45 (6.58%) E-Commerce
Programming Languages
1 340 (49.71%) Python
2 298 (43.57%) Java
3 261 (38.16%) SQL
4 158 (23.10%) JavaScript
5 156 (22.81%) PHP
6 91 (13.30%) Scala
7 46 (6.73%) Bash Shell
7 46 (6.73%) C#
8 38 (5.56%) PowerShell
9 33 (4.82%) Ruby
10 32 (4.68%) Shell Script
11 31 (4.53%) R
12 30 (4.39%) C++
12 30 (4.39%) Perl
13 26 (3.80%) C
14 25 (3.65%) TypeScript
15 19 (2.78%) Go
15 19 (2.78%) Java 8
16 17 (2.49%) T-SQL
17 13 (1.90%) Clojure
Qualifications
1 58 (8.48%) Degree
2 50 (7.31%) Sun Certification
3 45 (6.58%) Security Cleared
4 37 (5.41%) SC Cleared
5 18 (2.63%) Computer Science Degree
6 10 (1.46%) MCP
7 7 (1.02%) RHCE
8 6 (0.88%) AWS Certification
8 6 (0.88%) DV Cleared
9 5 (0.73%) PhD
10 4 (0.58%) TOGAF Certification
11 3 (0.44%) Master's Degree
12 2 (0.29%) CCNP
12 2 (0.29%) Cisco Certification
12 2 (0.29%) DBS Check
12 2 (0.29%) ITIL Foundation Certificate
12 2 (0.29%) MCSE
12 2 (0.29%) Microsoft Certification
12 2 (0.29%) RHCSA
13 1 (0.15%) CCNA
Quality Assurance & Compliance
1 28 (4.09%) QA
2 24 (3.51%) GDPR
3 8 (1.17%) SLA
4 5 (0.73%) Data Quality
5 2 (0.29%) ISO/IEC 27001
5 2 (0.29%) PCI DSS
6 1 (0.15%) MiFID
6 1 (0.15%) Sarbanes-Oxley
System Software
1 186 (27.19%) Docker
2 21 (3.07%) Hyper-V
3 16 (2.34%) VMware Infrastructure
4 11 (1.61%) Virtual Servers
5 10 (1.46%) Active Directory
6 7 (1.02%) KVM
7 5 (0.73%) Btrfs
7 5 (0.73%) Ceph
7 5 (0.73%) DRBD
7 5 (0.73%) HDFS
7 5 (0.73%) Xen
8 4 (0.58%) Virtual Machines
8 4 (0.58%) XenApp
9 2 (0.29%) Apache ZooKeeper
9 2 (0.29%) LXC
9 2 (0.29%) VMware ESXi
9 2 (0.29%) XenDesktop
10 1 (0.15%) Microsoft Virtual Server
10 1 (0.15%) NDS
10 1 (0.15%) NetIQ eDirectory
Systems Management
1 228 (33.33%) Kubernetes
2 87 (12.72%) Terraform
3 66 (9.65%) Ansible
4 34 (4.97%) Puppet
5 33 (4.82%) Grafana
6 29 (4.24%) Opscode Chef
7 17 (2.49%) Nagios
8 15 (2.19%) Icinga
9 11 (1.61%) HAProxy
10 10 (1.46%) Prometheus
11 9 (1.32%) Mesos
11 9 (1.32%) Rundeck
12 5 (0.73%) Check_MK
13 4 (0.58%) Ambari
13 4 (0.58%) Hadoop YARN
13 4 (0.58%) logstash
13 4 (0.58%) Oracle ZFS
13 4 (0.58%) Packer
13 4 (0.58%) Salt
13 4 (0.58%) Zipkin
Vendors
1 181 (26.46%) Google
2 112 (16.37%) Oracle
3 46 (6.73%) Microsoft
4 41 (5.99%) Splunk
5 39 (5.70%) Red Hat
6 34 (4.97%) Databricks
7 30 (4.39%) ServiceNow
8 29 (4.24%) VMware
9 16 (2.34%) Tableau
10 11 (1.61%) Hortonworks
11 10 (1.46%) SAP
12 9 (1.32%) Teradata
13 8 (1.17%) Cloudera
13 8 (1.17%) IBM
13 8 (1.17%) Zend
14 6 (0.88%) Citrix
15 5 (0.73%) Ab Initio
15 5 (0.73%) Cisco
15 5 (0.73%) Salesforce.com
15 5 (0.73%) Talend