Period
to 11 November 2019

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 11 November 2019 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
11 Nov 2019
Same period 2018 Same period 2017
Rank 322 235 198
Rank change year-on-year -87 -37 -27
Permanent jobs citing Apache 1,221 2,249 3,130
As % of all permanent IT jobs advertised in England 0.97% 1.50% 1.86%
As % of the Application Platforms category 6.65% 9.23% 10.49%
Number of salaries quoted 1,077 1,774 2,436
England median annual salary £57,500 £52,500 £50,000
Median salary % change year-on-year +9.52% +5.00% -
10th Percentile £32,500 £31,250 £30,000
90th Percentile £91,750 £85,000 £82,500
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -

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 18,370 24,371 29,840
As % of all permanent IT jobs advertised in England 14.64% 16.28% 17.74%
Number of salaries quoted 14,857 19,731 24,357
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +3.26%
10th Percentile £27,500 £28,000 £27,000
90th Percentile £85,000 £83,750 £77,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Apache
Job Vacancy Trend in England

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

Job vacancy trend for Apache in England

Apache
Salary Trend in England

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

Salary trend for Apache in England

Apache
Salary Histogram in England

The salary distribution of IT jobs citing Apache in England over the 6 months to 11 November 2019.

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 11 November 2019. 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 -51 578 £72,500 +20.83% 72
South East -63 238 £55,000 +22.22% 56
South West -59 151 £45,000 +12.50% 24
North of England -95 112 £47,500 +11.76% 50
Midlands -10 85 £37,500 -18.92% 21
North West -44 63 £50,000 +2.04% 22
East of England +22 58 £50,000 -4.76% 7
West Midlands -12 44 £39,764 -14.02% 15
Yorkshire -64 44 £45,000 +11.94% 25
East Midlands +22 41 £32,500 -29.73% 6
North East +8 5 £55,000 +62.96% 3
Apache
UK

For the 6 months to 11 November 2019, 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.

1 724 (59.30%) Linux
2 480 (39.31%) Python
3 476 (38.98%) Java
4 466 (38.17%) Agile Software Development
5 392 (32.10%) AWS
6 373 (30.55%) SQL
7 358 (29.32%) MySQL
8 345 (28.26%) DevOps
9 306 (25.06%) PHP
10 303 (24.82%) Docker
11 294 (24.08%) Apache Spark
12 275 (22.52%) Azure
12 275 (22.52%) LAMP
13 271 (22.19%) Git (software)
14 254 (20.80%) JavaScript
15 249 (20.39%) Jenkins
16 235 (19.25%) nginx
17 226 (18.51%) Tomcat
17 226 (18.51%) Windows
18 222 (18.18%) SQL Server
19 217 (17.77%) Bash Shell
20 204 (16.71%) Finance
21 202 (16.54%) Kubernetes
22 200 (16.38%) CSS
23 198 (16.22%) Spring
24 185 (15.15%) Software Engineering
25 178 (14.58%) Ansible
26 177 (14.50%) HTML
27 175 (14.33%) Open Source
28 171 (14.00%) JIRA

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
1 294 (24.08%) Apache Spark
2 235 (19.25%) nginx
3 226 (18.51%) Tomcat
4 133 (10.89%) IIS
5 100 (8.19%) Elasticsearch
6 81 (6.63%) Confluence
7 57 (4.67%) Apache Airflow
8 50 (4.10%) JBoss
9 35 (2.87%) Drupal
10 30 (2.46%) WordPress
11 28 (2.29%) CMS
12 25 (2.05%) Apache Solr
12 25 (2.05%) SharePoint
13 22 (1.80%) WebSphere
14 19 (1.56%) WebLogic
15 18 (1.47%) Luigi
16 12 (0.98%) Tornado
17 11 (0.90%) Oracle SOA Suite
18 10 (0.82%) Apache Pig
18 10 (0.82%) Jupyter
Applications
1 14 (1.15%) Microsoft Office
2 8 (0.66%) Microsoft Excel
3 4 (0.33%) Microsoft PowerPoint
3 4 (0.33%) MS Visio
4 3 (0.25%) Adobe Illustrator
4 3 (0.25%) Photoshop
5 2 (0.16%) Adobe Creative Suite
5 2 (0.16%) SPSS
6 1 (0.082%) Weka
Business Applications
1 20 (1.64%) thinkFolio
2 9 (0.74%) Magento
2 9 (0.74%) Shopify
3 7 (0.57%) Dynamics CRM
4 4 (0.33%) Dynamics AX
4 4 (0.33%) Q-Pulse
4 4 (0.33%) Sage CRM
5 3 (0.25%) Oracle BPM
5 3 (0.25%) SnowdropKCS
6 2 (0.16%) SAP S/4HANA
7 1 (0.082%) Payment Gateway
Cloud Services
1 392 (32.10%) AWS
2 275 (22.52%) Azure
3 129 (10.57%) GCP
4 126 (10.32%) SaaS
5 77 (6.31%) Amazon S3
6 58 (4.75%) Serverless
7 52 (4.26%) AWS Lambda
8 48 (3.93%) Power Platform
9 46 (3.77%) GitHub
10 38 (3.11%) Amazon EC2
11 36 (2.95%) Amazon EMR
12 32 (2.62%) Amazon Kinesis
13 30 (2.46%) Office 365
14 24 (1.97%) Cloud Computing
15 23 (1.88%) AWS CloudFormation
16 19 (1.56%) PaaS
17 18 (1.47%) Amazon SQS
18 15 (1.23%) Amazon ELB
19 14 (1.15%) Azure Machine Learning
20 12 (0.98%) Amazon CloudWatch
Communications & Networking
1 87 (7.13%) Firewall
1 87 (7.13%) TCP/IP
2 85 (6.96%) HTTP
3 66 (5.41%) Internet
4 64 (5.24%) DNS
5 53 (4.34%) SSL
6 35 (2.87%) DHCP
7 34 (2.78%) VPN
8 30 (2.46%) WAN
9 23 (1.88%) VLAN
10 21 (1.72%) Network Security
11 19 (1.56%) SMTP
12 17 (1.39%) HTTPS
12 17 (1.39%) LAN
12 17 (1.39%) SAN
13 15 (1.23%) FTP
14 13 (1.06%) VoIP
14 13 (1.06%) Wi-Fi
15 10 (0.82%) MPLS
16 8 (0.66%) H.323
Database & Business Intelligence
1 358 (29.32%) MySQL
2 222 (18.18%) SQL Server
3 160 (13.10%) Big Data
4 155 (12.69%) PostgreSQL
5 122 (9.99%) Hadoop
6 93 (7.62%) MongoDB
6 93 (7.62%) NoSQL
7 81 (6.63%) Data Warehouse
8 76 (6.22%) Apache Hive
9 70 (5.73%) Relational Database
10 55 (4.50%) Apache Cassandra
10 55 (4.50%) Redis
11 44 (3.60%) BigQuery
12 42 (3.44%) Power BI
13 38 (3.11%) Amazon RDS
13 38 (3.11%) GIS
14 37 (3.03%) Neo4j
15 34 (2.78%) Amazon Redshift
16 33 (2.70%) Data Lake
16 33 (2.70%) RDBMS
Development Applications
1 271 (22.19%) Git (software)
2 249 (20.39%) Jenkins
3 171 (14.00%) JIRA
4 100 (8.19%) JUnit
5 99 (8.11%) Maven
6 64 (5.24%) Bitbucket
7 49 (4.01%) Atlassian Bamboo
7 49 (4.01%) GitLab
8 45 (3.69%) TeamCity
9 38 (3.11%) Subversion
10 36 (2.95%) Ant
11 30 (2.46%) CruiseControl
11 30 (2.46%) Gradle
12 29 (2.38%) Selenium
13 28 (2.29%) Hudson
14 26 (2.13%) Bitbucket Server
14 26 (2.13%) EasyMock
15 25 (2.05%) JMeter
16 22 (1.80%) Eclipse
17 21 (1.72%) ClearQuest
General
1 204 (16.71%) Finance
2 65 (5.32%) Retail
3 51 (4.18%) Telecoms
4 49 (4.01%) Front Office
4 49 (4.01%) Public Sector
5 41 (3.36%) Banking
6 40 (3.28%) Marketing
7 30 (2.46%) Games
8 28 (2.29%) Investment Banking
9 24 (1.97%) German Language
9 24 (1.97%) Italian Language
9 24 (1.97%) Manufacturing
10 23 (1.88%) French Language
10 23 (1.88%) Spanish Language
11 21 (1.72%) Electronics
12 18 (1.47%) Financial Institution
13 17 (1.39%) Advertising
14 16 (1.31%) Legal
15 13 (1.06%) Aerospace
16 11 (0.90%) Automotive
Job Titles
1 437 (35.79%) Developer
2 141 (11.55%) Java Developer
3 112 (9.17%) Data Engineer
4 100 (8.19%) PHP Developer
5 90 (7.37%) DevOps Engineer
6 84 (6.88%) Senior Developer
7 79 (6.47%) Software Engineer
8 78 (6.39%) Architect
9 66 (5.41%) Support Engineer
10 61 (5.00%) Applications Support
11 52 (4.26%) Cloud Engineer
11 52 (4.26%) Linux Engineer
12 50 (4.10%) Administrator
12 50 (4.10%) Full Stack Developer
12 50 (4.10%) Systems Administrator
13 47 (3.85%) Systems Engineer
14 44 (3.60%) Software Developer
15 40 (3.28%) Analyst
15 40 (3.28%) Java Engineer
15 40 (3.28%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 275 (22.52%) LAMP
2 200 (16.38%) CSS
3 198 (16.22%) Spring
4 177 (14.50%) HTML
5 162 (13.27%) Web Services
6 121 (9.91%) REST
7 117 (9.58%) JSON
8 104 (8.52%) Kafka
9 91 (7.45%) AngularJS
10 86 (7.04%) Laravel
11 83 (6.80%) Hibernate
11 83 (6.80%) jQuery
12 81 (6.63%) Middleware
13 76 (6.22%) LAPP Stack
14 75 (6.14%) RESTful
15 73 (5.98%) .NET
16 72 (5.90%) LEMP Stack
17 67 (5.49%) Node.js
18 62 (5.08%) XML
19 59 (4.83%) Symfony
Miscellaneous
1 126 (10.32%) Analytical Skills
2 48 (3.93%) Algorithms
3 46 (3.77%) Foreign Exchange (FX)
4 41 (3.36%) Management Information System
4 41 (3.36%) Public Cloud
5 40 (3.28%) Equities
5 40 (3.28%) User Experience
6 37 (3.03%) Derivative
7 36 (2.95%) Fixed Income
8 35 (2.87%) Wiki
9 34 (2.78%) Greenfield Project
9 34 (2.78%) Self-Motivation
10 32 (2.62%) Linux Command Line
11 26 (2.13%) Hybrid Cloud
11 26 (2.13%) Mobile App
12 24 (1.97%) Hedge funds
13 23 (1.88%) Data Structures
13 23 (1.88%) Replication
14 22 (1.80%) PKI
15 17 (1.39%) Clustering
Operating Systems
1 724 (59.30%) Linux
2 226 (18.51%) Windows
3 158 (12.94%) CentOS
4 110 (9.01%) Unix
5 86 (7.04%) Windows Server
6 85 (6.96%) Red Hat Enterprise Linux
7 75 (6.14%) Ubuntu
8 30 (2.46%) Debian
9 26 (2.13%) Solaris
9 26 (2.13%) Windows Server 2012
10 19 (1.56%) Windows Server 2008
11 15 (1.23%) Windows 10
12 11 (0.90%) Fedora
12 11 (0.90%) Windows 7
13 9 (0.74%) Android
14 7 (0.57%) AIX
14 7 (0.57%) Windows Server 2003
15 4 (0.33%) Apple iOS
16 3 (0.25%) VyOS
17 2 (0.16%) Amazon Linux
Processes & Methodologies
1 466 (38.17%) Agile Software Development
2 345 (28.26%) DevOps
3 185 (15.15%) Software Engineering
4 175 (14.33%) Open Source
5 152 (12.45%) Scrum
6 149 (12.20%) Data Science
7 143 (11.71%) Business Intelligence
8 141 (11.55%) Microservices
9 135 (11.06%) TDD
9 135 (11.06%) Test Automation
10 131 (10.73%) OO
11 129 (10.57%) Configuration Management
12 128 (10.48%) Analytics
13 121 (9.91%) Machine Learning
14 118 (9.66%) Computer Science
14 118 (9.66%) Continuous Integration
15 116 (9.50%) Problem-Solving
16 112 (9.17%) MVC
17 109 (8.93%) ETL
18 98 (8.03%) Mentoring
Programming Languages
1 480 (39.31%) Python
2 476 (38.98%) Java
3 373 (30.55%) SQL
4 306 (25.06%) PHP
5 254 (20.80%) JavaScript
6 217 (17.77%) Bash Shell
7 113 (9.25%) Scala
8 103 (8.44%) C++
9 102 (8.35%) C#
9 102 (8.35%) PowerShell
10 89 (7.29%) Ruby
11 87 (7.13%) C
12 79 (6.47%) Perl
13 73 (5.98%) Shell Script
14 59 (4.83%) Java 8
15 45 (3.69%) Go
16 40 (3.28%) Korn
17 37 (3.03%) PHP 7
18 35 (2.87%) PHP 5
19 23 (1.88%) Bourne shell
Qualifications
1 144 (11.79%) Degree
2 82 (6.72%) Security Cleared
3 38 (3.11%) Computer Science Degree
4 27 (2.21%) DV Cleared
5 21 (1.72%) SC Cleared
6 14 (1.15%) Cisco Certification
7 12 (0.98%) CCNA
8 9 (0.74%) RHCE
9 8 (0.66%) Microsoft Certification
10 7 (0.57%) MCSE
11 6 (0.49%) DBS Check
11 6 (0.49%) ITIL Certification
11 6 (0.49%) RHCT
12 5 (0.41%) Numerate Degree
12 5 (0.41%) PhD
12 5 (0.41%) RHCSA
13 3 (0.25%) AWS Certification
14 2 (0.16%) HND
14 2 (0.16%) Postgraduate
15 1 (0.082%) MCSA
Quality Assurance & Compliance
1 71 (5.81%) QA
2 29 (2.38%) Data Quality
2 29 (2.38%) SLA
3 25 (2.05%) ISO/IEC 27001
4 16 (1.31%) GDPR
5 7 (0.57%) PCI DSS
6 3 (0.25%) Cyber Essentials
6 3 (0.25%) HIPAA
7 2 (0.16%) EMIR
7 2 (0.16%) MiFID
7 2 (0.16%) NIST
8 1 (0.082%) PMO
System Software
1 303 (24.82%) Docker
2 76 (6.22%) Active Directory
3 63 (5.16%) VMware Infrastructure
4 55 (4.50%) HDFS
5 37 (3.03%) Hyper-V
6 21 (1.72%) Varnish
7 18 (1.47%) Postfix
8 16 (1.31%) VirtualBox
9 15 (1.23%) KVM
9 15 (1.23%) NFS
10 9 (0.74%) Virtual Machines
11 8 (0.66%) Apache ZooKeeper
11 8 (0.66%) vSphere
12 6 (0.49%) Ceph
12 6 (0.49%) DRBD
12 6 (0.49%) VMware ESXi
13 4 (0.33%) BitLocker
13 4 (0.33%) Dovecot
13 4 (0.33%) FreeRADIUS
13 4 (0.33%) iptables
Systems Management
1 202 (16.54%) Kubernetes
2 178 (14.58%) Ansible
3 115 (9.42%) Terraform
4 95 (7.78%) Opscode Chef
5 94 (7.70%) Puppet
6 52 (4.26%) HAProxy
7 50 (4.10%) Nagios
8 22 (1.80%) Prometheus
8 22 (1.80%) ZABBIX
9 21 (1.72%) logstash
10 20 (1.64%) Grafana
11 19 (1.56%) Kibana
11 19 (1.56%) SCCM
12 12 (0.98%) cPanel
13 11 (0.90%) yum
14 10 (0.82%) Mesos
15 9 (0.74%) Graphite
15 9 (0.74%) Icinga
15 9 (0.74%) Oozie
16 8 (0.66%) Salt
Vendors
1 161 (13.19%) Oracle
2 140 (11.47%) Microsoft
3 129 (10.57%) Red Hat
4 108 (8.85%) Google
5 81 (6.63%) VMware
6 48 (3.93%) Atlassian
7 38 (3.11%) Tableau
8 35 (2.87%) Adobe
9 30 (2.46%) IBM
9 30 (2.46%) SAP
10 24 (1.97%) Databricks
11 22 (1.80%) Splunk
11 22 (1.80%) Sybase
12 20 (1.64%) Bloomberg
12 20 (1.64%) Eze Software Group
12 20 (1.64%) FXall
12 20 (1.64%) ION Trading
12 20 (1.64%) MarketAxess
12 20 (1.64%) Reuters
12 20 (1.64%) Tradeweb