Period
to 26 November 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 26 November 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
26 Nov 2020
Same period 2019 Same period 2018
Rank 236 332 235
Rank change year-on-year +96 -97 -33
Permanent jobs citing Apache 666 1,204 2,259
As % of all permanent jobs advertised in England 1.33% 0.96% 1.51%
As % of the Application Platforms category 9.43% 6.56% 9.32%
Number of salaries quoted 695 1,118 1,841
Median annual salary £60,000 £57,500 £52,500
Median salary % change year-on-year +4.35% +9.52% +5.00%
10th Percentile £36,250 £32,500 £31,250
90th Percentile £117,500 £91,250 £85,000
UK median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +5.00%

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 7,061 18,354 24,228
As % of all permanent IT jobs advertised in England 14.07% 14.63% 16.17%
Number of salaries quoted 5,932 14,867 19,641
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £31,250 £27,500 £28,000
90th Percentile £88,750 £85,000 £84,600
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 26 November 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 26 November 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 +90 307 £90,000 +24.14% 65
South East +92 120 £45,000 -21.74% 25
North of England +116 93 £60,000 +20.00% 30
South West +61 92 £44,000 -2.22% 19
North West +110 62 £53,000 -3.64% 19
East of England +110 30 £55,000 +4.76% 8
Yorkshire +73 22 £65,000 +39.78% 6
Midlands +58 17 £65,000 +73.33% 11
East Midlands +57 15 £65,000 +100.00% 6
North East +24 8 £65,000 +20.37% 5
West Midlands +58 2 £35,000 -11.98% 5
Apache
UK

For the 6 months to 26 November 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.

1 333 (50.00%) Python
2 284 (42.64%) AWS
3 275 (41.29%) Java
4 270 (40.54%) SQL
5 249 (37.39%) Linux
6 243 (36.49%) MySQL
7 224 (33.63%) Azure
8 205 (30.78%) Apache Spark
9 203 (30.48%) DevOps
10 198 (29.73%) Agile Software Development
11 195 (29.28%) Kubernetes
12 190 (28.53%) GCP
13 180 (27.03%) Docker
14 174 (26.13%) Finance
15 173 (25.98%) JavaScript
16 165 (24.77%) Web Services
17 156 (23.42%) Google
18 145 (21.77%) Microservices
19 142 (21.32%) SQL Server
20 141 (21.17%) PostgreSQL
21 132 (19.82%) Jenkins
22 130 (19.52%) Software Engineering
23 126 (18.92%) Big Data
24 124 (18.62%) PHP
25 122 (18.32%) Serverless
26 119 (17.87%) HTML
27 116 (17.42%) AWS Lambda
28 110 (16.52%) Scala
29 108 (16.22%) Data Warehouse
30 106 (15.92%) Git (software)

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
1 205 (30.78%) Apache Spark
2 90 (13.51%) Elasticsearch
3 72 (10.81%) nginx
4 55 (8.26%) Tomcat
5 35 (5.26%) Apache Airflow
6 30 (4.50%) IIS
7 19 (2.85%) CMS
8 16 (2.40%) WordPress
9 15 (2.25%) Apache Synapse
10 14 (2.10%) Cloud Foundry
10 14 (2.10%) Confluence
11 13 (1.95%) WebLogic
12 12 (1.80%) JBoss
13 9 (1.35%) WebSphere
14 8 (1.20%) SAS
15 6 (0.90%) OpenStack
16 5 (0.75%) Drupal
16 5 (0.75%) Red Hat Fuse
17 4 (0.60%) Liferay
18 3 (0.45%) Jetty
Applications
1 12 (1.80%) Microsoft Excel
2 3 (0.45%) Microsoft Office
3 1 (0.15%) MS Visio
3 1 (0.15%) Simulink
Business Applications
1 5 (0.75%) Magento
2 4 (0.60%) FLEXCUBE
2 4 (0.60%) Payment Gateway
3 2 (0.30%) Dynamics CRM
3 2 (0.30%) Sparx Enterprise Architect
4 1 (0.15%) SAP Hybris
Cloud Services
1 284 (42.64%) AWS
2 224 (33.63%) Azure
3 190 (28.53%) GCP
4 122 (18.32%) Serverless
5 116 (17.42%) AWS Lambda
6 74 (11.11%) Amazon ECS
7 61 (9.16%) Apigee
8 49 (7.36%) GitHub
9 41 (6.16%) Amazon S3
10 39 (5.86%) Amazon EC2
11 36 (5.41%) Stackdriver
12 27 (4.05%) Azure Data Factory
13 19 (2.85%) Power Platform
14 17 (2.55%) SaaS
15 14 (2.10%) AWS CloudFormation
16 11 (1.65%) Amazon CloudWatch
17 9 (1.35%) Amazon EMR
17 9 (1.35%) npm
18 8 (1.20%) Amazon Kinesis
18 8 (1.20%) OpenShift
Communications & Networking
1 31 (4.65%) HTTP
2 27 (4.05%) TCP/IP
3 24 (3.60%) Firewall
4 17 (2.55%) SSL
5 16 (2.40%) DNS
5 16 (2.40%) Internet
6 13 (1.95%) VPN
7 11 (1.65%) Network Security
8 9 (1.35%) IPv4
8 9 (1.35%) IPv6
9 7 (1.05%) Kerberos
9 7 (1.05%) SSH
9 7 (1.05%) WAN
9 7 (1.05%) Wi-Fi
10 6 (0.90%) LAN
11 5 (0.75%) DHCP
11 5 (0.75%) SAN
12 4 (0.60%) OpenVPN
12 4 (0.60%) VLAN
13 3 (0.45%) Cisco Nexus
Database & Business Intelligence
1 243 (36.49%) MySQL
2 142 (21.32%) SQL Server
3 141 (21.17%) PostgreSQL
4 126 (18.92%) Big Data
5 108 (16.22%) Data Warehouse
6 93 (13.96%) Amazon Redshift
7 80 (12.01%) Hadoop
8 65 (9.76%) NoSQL
9 55 (8.26%) Data Lake
10 43 (6.46%) Apache Ignite
11 40 (6.01%) MongoDB
12 38 (5.71%) Apache Cassandra
13 37 (5.56%) Amazon DynamoDB
14 28 (4.20%) Azure SQL Database
14 28 (4.20%) Relational Database
15 24 (3.60%) Apache Hive
15 24 (3.60%) BigQuery
16 22 (3.30%) Azure SQL Data Warehouse
17 21 (3.15%) Snowflake Schema
18 19 (2.85%) Power BI
Development Applications
1 132 (19.82%) Jenkins
2 106 (15.92%) Git (software)
3 67 (10.06%) GitLab
4 53 (7.96%) Artifactory
5 36 (5.41%) Gradle
6 23 (3.45%) JIRA
7 18 (2.70%) Maven
8 17 (2.55%) Bitbucket
9 13 (1.95%) Atlassian Bamboo
10 12 (1.80%) JUnit
10 12 (1.80%) TeamCity
11 10 (1.50%) PHPUnit
12 7 (1.05%) Eclipse
12 7 (1.05%) Mockito
12 7 (1.05%) Selenium
12 7 (1.05%) Travis CI
13 5 (0.75%) IntelliJ
13 5 (0.75%) Subversion
14 4 (0.60%) CircleCI
14 4 (0.60%) Vagrant
General
1 174 (26.13%) Finance
2 99 (14.86%) Banking
3 55 (8.26%) Public Sector
4 52 (7.81%) Back Office
5 43 (6.46%) Marketing
6 41 (6.16%) Front Office
7 30 (4.50%) Games
8 28 (4.20%) Retail
9 14 (2.10%) Telecoms
10 12 (1.80%) Advertising
11 10 (1.50%) Legal
12 7 (1.05%) Investment Banking
13 6 (0.90%) Manufacturing
14 5 (0.75%) Electronics
14 5 (0.75%) Publishing
15 4 (0.60%) German Language
15 4 (0.60%) Retail Banking
16 3 (0.45%) Automotive
16 3 (0.45%) Law
17 2 (0.30%) Military
Job Titles
1 298 (44.74%) Developer
2 82 (12.31%) Data Engineer
3 77 (11.56%) Java Developer
4 75 (11.26%) Architect
5 63 (9.46%) Software Engineer
6 61 (9.16%) Java Architect
7 57 (8.56%) Data Architect
7 57 (8.56%) Senior Developer
8 55 (8.26%) Full Stack Developer
9 54 (8.11%) Solutions Architect
10 53 (7.96%) DevOps Engineer
11 51 (7.66%) Java Solutions Architect
12 50 (7.51%) AWS Architect
13 47 (7.06%) AWS Solutions Architect
14 46 (6.91%) Java Engineer
14 46 (6.91%) Python Engineer
15 45 (6.76%) Developer/Software Engineer
16 43 (6.46%) Cloud Architect
16 43 (6.46%) Python Developer
17 42 (6.31%) PHP Developer
Libraries, Frameworks & Software Standards
1 165 (24.77%) Web Services
2 119 (17.87%) HTML
3 105 (15.77%) Kafka
4 103 (15.47%) Spring
5 100 (15.02%) LAMP
6 85 (12.76%) CSS
7 76 (11.41%) AngularJS
8 72 (10.81%) gRPC
9 68 (10.21%) React
10 62 (9.31%) jQuery
11 58 (8.71%) Swagger
12 57 (8.56%) Vue.js
13 55 (8.26%) OAuth
13 55 (8.26%) RESTful
14 53 (7.96%) Node.js
15 50 (7.51%) RabbitMQ
15 50 (7.51%) Spring Boot
16 38 (5.71%) Laravel
16 38 (5.71%) REST
17 37 (5.56%) Spring Integration
Miscellaneous
1 92 (13.81%) Hedge funds
2 62 (9.31%) Analytical Skills
3 52 (7.81%) Greenfield Project
4 36 (5.41%) Foreign Exchange (FX)
5 34 (5.11%) Fixed Income
6 32 (4.80%) Derivative
6 32 (4.80%) Equities
7 23 (3.45%) Self-Motivation
8 22 (3.30%) Mobile App
9 18 (2.70%) Enterprise Software
10 17 (2.55%) User Experience
11 15 (2.25%) Data Centre
11 15 (2.25%) Market Risk
12 12 (1.80%) Blog
13 11 (1.65%) Data Structures
14 9 (1.35%) Credit Risk
14 9 (1.35%) Linux Command Line
15 8 (1.20%) Driving Licence
15 8 (1.20%) Internet of Things
16 7 (1.05%) Public Cloud
Operating Systems
1 249 (37.39%) Linux
2 52 (7.81%) Windows
3 44 (6.61%) Ubuntu
4 37 (5.56%) CentOS
5 29 (4.35%) Unix
6 22 (3.30%) Red Hat Enterprise Linux
7 17 (2.55%) Windows Server
8 14 (2.10%) Debian
9 10 (1.50%) Fedora
10 8 (1.20%) Windows Server 2016
11 5 (0.75%) Windows 10
11 5 (0.75%) Windows 7
11 5 (0.75%) Windows Server 2012
12 3 (0.45%) Mac OS
13 2 (0.30%) Android
13 2 (0.30%) Apple iOS
13 2 (0.30%) DC/OS
13 2 (0.30%) Mac OS X
13 2 (0.30%) Solaris
13 2 (0.30%) Windows Server 2008
Processes & Methodologies
1 203 (30.48%) DevOps
2 198 (29.73%) Agile Software Development
3 145 (21.77%) Microservices
4 130 (19.52%) Software Engineering
5 103 (15.47%) Asset Management
6 85 (12.76%) Problem-Solving
7 71 (10.66%) Continuous Integration
7 71 (10.66%) Mentoring
8 69 (10.36%) Analytics
8 69 (10.36%) ETL
8 69 (10.36%) MVC
9 64 (9.61%) Business Intelligence
9 64 (9.61%) OOP
9 64 (9.61%) Technology Roadmap
10 63 (9.46%) Investment Management
11 48 (7.21%) Data Science
12 46 (6.91%) Open Source
13 44 (6.61%) Web Development
14 41 (6.16%) OO
14 41 (6.16%) Scrum
Programming Languages
1 333 (50.00%) Python
2 275 (41.29%) Java
3 270 (40.54%) SQL
4 173 (25.98%) JavaScript
5 124 (18.62%) PHP
6 110 (16.52%) Scala
7 52 (7.81%) TypeScript
8 43 (6.46%) Bash Shell
9 42 (6.31%) Kotlin
10 40 (6.01%) C#
11 37 (5.56%) Clojure
12 28 (4.20%) PowerShell
13 26 (3.90%) Shell Script
14 21 (3.15%) Ruby
15 18 (2.70%) C
15 18 (2.70%) Go
15 18 (2.70%) Java 8
16 17 (2.55%) Perl
16 17 (2.55%) R
17 12 (1.80%) C++
Qualifications
1 50 (7.51%) Security Cleared
2 48 (7.21%) Sun Certification
3 46 (6.91%) SC Cleared
4 45 (6.76%) Degree
5 17 (2.55%) Computer Science Degree
6 7 (1.05%) AWS Certification
6 7 (1.05%) DV Cleared
7 5 (0.75%) Master's Degree
8 4 (0.60%) Cisco Certification
8 4 (0.60%) PhD
9 3 (0.45%) CCNA
9 3 (0.45%) Microsoft Certification
9 3 (0.45%) RHCE
10 2 (0.30%) CCNP
10 2 (0.30%) CISSP
10 2 (0.30%) HND
10 2 (0.30%) ITIL Foundation Certificate
10 2 (0.30%) MCSE
10 2 (0.30%) RHCSA
11 1 (0.15%) CRISC
Quality Assurance & Compliance
1 46 (6.91%) QA
2 16 (2.40%) GDPR
3 10 (1.50%) SLA
4 5 (0.75%) Data Quality
5 3 (0.45%) ISO/IEC 27001
6 1 (0.15%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.15%) MiFID
6 1 (0.15%) PCI DSS
System Software
1 180 (27.03%) Docker
2 20 (3.00%) VMware Infrastructure
3 16 (2.40%) Hyper-V
4 11 (1.65%) Active Directory
5 8 (1.20%) KVM
6 7 (1.05%) Virtual Servers
7 5 (0.75%) HDFS
7 5 (0.75%) Xen
8 4 (0.60%) Samba
8 4 (0.60%) XenApp
9 3 (0.45%) Apache ZooKeeper
10 2 (0.30%) Btrfs
10 2 (0.30%) Ceph
10 2 (0.30%) DRBD
10 2 (0.30%) etcd
10 2 (0.30%) Microsoft Virtual Server
10 2 (0.30%) Virtual Machines
10 2 (0.30%) XenDesktop
11 1 (0.15%) Oracle RAC
11 1 (0.15%) Squid
Systems Management
1 195 (29.28%) Kubernetes
2 94 (14.11%) Terraform
3 82 (12.31%) Ansible
4 42 (6.31%) Grafana
5 41 (6.16%) Opscode Chef
6 30 (4.50%) Puppet
7 17 (2.55%) Prometheus
8 14 (2.10%) HAProxy
9 10 (1.50%) Icinga
10 9 (1.35%) Nagios
11 8 (1.20%) Graphite
11 8 (1.20%) ZABBIX
12 6 (0.90%) Mesos
13 5 (0.75%) Consul
13 5 (0.75%) Packer
13 5 (0.75%) SCCM
14 4 (0.60%) Check_MK
14 4 (0.60%) Docker Swarm
14 4 (0.60%) Oracle Enterprise Manager
14 4 (0.60%) Oracle RMAN
Vendors
1 156 (23.42%) Google
2 62 (9.31%) Oracle
3 57 (8.56%) Databricks
4 55 (8.26%) Microsoft
5 46 (6.91%) Splunk
6 36 (5.41%) Red Hat
6 36 (5.41%) ServiceNow
7 30 (4.50%) VMware
8 14 (2.10%) Cisco
9 12 (1.80%) SAP
10 9 (1.35%) Vertica
11 8 (1.20%) Salesforce.com
11 8 (1.20%) Teradata
12 7 (1.05%) Zend
13 6 (0.90%) Adobe
13 6 (0.90%) Citrix
13 6 (0.90%) IBM
14 5 (0.75%) HP
14 5 (0.75%) Yahoo!
15 4 (0.60%) Hortonworks