Period
to 16 January 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 16 January 2019 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 234 208 178
Rank change year-on-year -26 -30 -22
Permanent jobs citing Apache 2,113 2,793 3,327
As % of all permanent IT jobs advertised in England 1.50% 1.72% 2.00%
As % of the Application Platforms category 9.34% 10.04% 11.04%
Number of salaries quoted 1,633 2,243 2,756
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £32,500 £28,250 £30,250
90th Percentile £87,500 £82,500 £80,000
UK median annual salary £50,000 £50,000 £50,000

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 22,613 27,831 30,126
As % of all permanent IT jobs advertised in England 16.10% 17.14% 18.08%
Number of salaries quoted 18,163 23,039 25,421
England median annual salary £50,000 £48,000 £46,193
Median salary % change year-on-year +4.17% +3.91% +2.65%
10th Percentile £28,250 £27,500 £26,750
90th Percentile £85,000 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% 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 16 January 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 16 January 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 -35 974 £60,000 -4.00% 137
South East -34 371 £50,000 +17.65% 64
North of England 0 286 £45,000 +5.88% 56
South West +32 247 £40,000 - 58
North West -3 176 £52,500 +23.53% 34
Midlands -51 121 £45,000 +12.50% 26
East of England -27 106 £50,000 +11.11% 44
Yorkshire +25 98 £40,000 -5.88% 17
East Midlands +32 66 £37,500 -16.67% 9
West Midlands -59 55 £45,000 +12.50% 16
North East +17 12 £35,000 -12.50% 5
South Coast - 4 - -
Apache
UK

For the 6 months to 16 January 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 1,222 (57.83%) Linux
2 1,046 (49.50%) Java
3 862 (40.80%) Agile Software Development
4 846 (40.04%) Python
5 675 (31.95%) MySQL
6 671 (31.76%) DevOps
7 645 (30.53%) SQL
8 642 (30.38%) Amazon AWS
9 605 (28.63%) JavaScript
10 532 (25.18%) HTML
11 530 (25.08%) PHP
12 515 (24.37%) LAMP
12 515 (24.37%) Git (software)
13 499 (23.62%) Tomcat
14 484 (22.91%) Jenkins
15 471 (22.29%) CSS
16 461 (21.82%) Apache Spark
17 446 (21.11%) Windows
18 431 (20.40%) Software Engineering
19 430 (20.35%) Hadoop
20 426 (20.16%) Degree
21 405 (19.17%) Web Services
22 402 (19.03%) Puppet
23 394 (18.65%) Spring
24 392 (18.55%) Big Data
25 369 (17.46%) Oracle
26 360 (17.04%) Docker
27 353 (16.71%) Ansible
28 349 (16.52%) Finance
29 348 (16.47%) Open Source

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
1 499 (23.62%) Tomcat
2 461 (21.82%) Apache Spark
3 317 (15.00%) nginx
4 191 (9.04%) IIS
5 165 (7.81%) Elasticsearch
6 156 (7.38%) JBoss
7 114 (5.40%) Confluence
8 101 (4.78%) Apache Solr
9 89 (4.21%) CMS
10 82 (3.88%) WordPress
11 77 (3.64%) WebLogic
12 54 (2.56%) SAS
13 52 (2.46%) Drupal
14 50 (2.37%) WebSphere
15 44 (2.08%) Apache Pig
16 42 (1.99%) GlassFish
17 27 (1.28%) OpenStack
17 27 (1.28%) SharePoint
18 17 (0.80%) Jupyter
19 15 (0.71%) Mule
Applications
1 21 (0.99%) Microsoft Office
2 12 (0.57%) Weka
3 9 (0.43%) Microsoft Excel
4 8 (0.38%) MS Visio
5 5 (0.24%) Photoshop
6 4 (0.19%) Microsoft PowerPoint
7 3 (0.14%) SPSS
8 2 (0.095%) GNU Octave
8 2 (0.095%) Windchill
9 1 (0.047%) Adobe Premiere
9 1 (0.047%) Chatbot
9 1 (0.047%) HipChat
9 1 (0.047%) Microsoft Project
Business Applications
1 46 (2.18%) thinkFolio
2 39 (1.85%) Magento
3 10 (0.47%) SAP Hybris
4 9 (0.43%) Payment Gateway
5 5 (0.24%) Changepoint
5 5 (0.24%) Oracle Applications
6 4 (0.19%) Eze OMS
7 3 (0.14%) Oracle BPM
7 3 (0.14%) SAP S/4HANA
8 2 (0.095%) ENOVIA
8 2 (0.095%) Odoo
8 2 (0.095%) SAP ERP
8 2 (0.095%) SAP HR
8 2 (0.095%) ScheduALL
8 2 (0.095%) Teamcenter
9 1 (0.047%) Remedy ITSM
Cloud Services
1 642 (30.38%) Amazon AWS
2 313 (14.81%) Microsoft Azure
3 169 (8.00%) SaaS
4 166 (7.86%) Google Cloud Platform
5 127 (6.01%) GitHub
6 107 (5.06%) Cloud Computing
7 103 (4.87%) Amazon EC2
8 58 (2.74%) Amazon EMR
9 51 (2.41%) Amazon S3
10 48 (2.27%) IaaS
11 42 (1.99%) Office 365
11 42 (1.99%) Serverless
12 39 (1.85%) AWS CloudFormation
13 36 (1.70%) PaaS
13 36 (1.70%) Route 53
14 30 (1.42%) AWS Lambda
15 21 (0.99%) Cortana Intelligence Suite
16 20 (0.95%) Virtual Private Cloud
17 17 (0.80%) npm
18 16 (0.76%) Amazon CloudWatch
Communications & Networking
1 190 (8.99%) DNS
2 129 (6.11%) Firewall
3 123 (5.82%) TCP/IP
4 121 (5.73%) HTTP
5 102 (4.83%) SSL
6 89 (4.21%) Internet
7 68 (3.22%) WAN
8 60 (2.84%) Network Security
9 59 (2.79%) LAN
10 57 (2.70%) SAN
11 56 (2.65%) VLAN
12 45 (2.13%) VPN
13 44 (2.08%) DHCP
14 43 (2.04%) iSCSI
15 36 (1.70%) SMTP
16 30 (1.42%) SSH
17 28 (1.33%) VoIP
17 28 (1.33%) Wireless
18 24 (1.14%) BIG-IP
19 23 (1.09%) FTP
Database & Business Intelligence
1 675 (31.95%) MySQL
2 430 (20.35%) Hadoop
3 392 (18.55%) Big Data
4 321 (15.19%) SQL Server
5 272 (12.87%) NoSQL
6 248 (11.74%) MongoDB
7 229 (10.84%) PostgreSQL
8 180 (8.52%) Apache Hive
9 141 (6.67%) Relational Database
10 139 (6.58%) Apache Cassandra
11 99 (4.69%) Redis
12 86 (4.07%) HBase
13 84 (3.98%) Data Warehouse
14 74 (3.50%) Power BI
15 70 (3.31%) Amazon Redshift
16 61 (2.89%) RDBMS
17 56 (2.65%) Flink
18 53 (2.51%) Data Lake
19 46 (2.18%) SQL Server 2016
20 44 (2.08%) Amazon RDS
Development Applications
1 515 (24.37%) Git (software)
2 484 (22.91%) Jenkins
3 269 (12.73%) JIRA
4 180 (8.52%) Maven
5 132 (6.25%) Subversion
6 130 (6.15%) JUnit
7 123 (5.82%) Atlassian Bamboo
8 111 (5.25%) Bitbucket
9 106 (5.02%) Selenium
10 80 (3.79%) EasyMock
11 73 (3.45%) Visual Studio
12 64 (3.03%) Vagrant
13 53 (2.51%) Gradle
14 51 (2.41%) Cucumber
15 50 (2.37%) TeamCity
16 43 (2.04%) Octopus Deploy
17 41 (1.94%) Ant
18 37 (1.75%) Eclipse
19 34 (1.61%) Hudson
20 31 (1.47%) Grunt
General
1 349 (16.52%) Finance
2 147 (6.96%) Retail
3 143 (6.77%) Banking
4 95 (4.50%) Marketing
5 81 (3.83%) Telecoms
6 76 (3.60%) Front Office
7 62 (2.93%) Manufacturing
8 55 (2.60%) Investment Banking
9 52 (2.46%) Law
10 50 (2.37%) French Language
11 47 (2.22%) Spanish Language
12 46 (2.18%) German Language
12 46 (2.18%) Italian Language
13 34 (1.61%) Games
14 28 (1.33%) Advertising
15 27 (1.28%) Automotive
16 24 (1.14%) Publishing
17 13 (0.62%) Financial Institution
17 13 (0.62%) Legal
17 13 (0.62%) Military
Job Titles
1 676 (31.99%) Developer
2 259 (12.26%) Java Developer
3 225 (10.65%) DevOps Engineer
4 186 (8.80%) Software Engineer
5 180 (8.52%) PHP Developer
6 166 (7.86%) Support Engineer
7 152 (7.19%) Linux Engineer
8 129 (6.11%) Applications Engineer
9 127 (6.01%) Architect
10 123 (5.82%) Administrator
11 122 (5.77%) Data Engineer
11 122 (5.77%) Systems Administrator
12 121 (5.73%) Applications Support
13 118 (5.58%) Senior Developer
14 98 (4.64%) Applications Support Engineer
15 93 (4.40%) Software Developer
16 82 (3.88%) Java Engineer
16 82 (3.88%) Linux/Unix DevOps
17 80 (3.79%) Data Scientist
17 80 (3.79%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 532 (25.18%) HTML
2 515 (24.37%) LAMP
3 471 (22.29%) CSS
4 405 (19.17%) Web Services
5 394 (18.65%) Spring
6 310 (14.67%) Kafka
7 208 (9.84%) Hibernate
8 196 (9.28%) jQuery
9 183 (8.66%) AngularJS
10 179 (8.47%) JSON
11 177 (8.38%) HTML5
12 154 (7.29%) Node.js
13 142 (6.72%) .NET
13 142 (6.72%) RESTful
14 140 (6.63%) LEMP Stack
14 140 (6.63%) XML
15 125 (5.92%) REST
16 123 (5.82%) Java EE
17 118 (5.58%) LAPP Stack
18 113 (5.35%) SOAP
Miscellaneous
1 121 (5.73%) Analytical Skills
2 107 (5.06%) Algorithms
3 81 (3.83%) Self-Motivation
4 72 (3.41%) Linux Command Line
5 70 (3.31%) Data Centre
6 61 (2.89%) Foreign Exchange (FX)
7 56 (2.65%) Fintech
8 55 (2.60%) Equities
9 53 (2.51%) Management Information System
10 52 (2.46%) Derivative
11 51 (2.41%) Fixed Income
11 51 (2.41%) Hedge funds
11 51 (2.41%) User Experience
12 49 (2.32%) Data Structures
12 49 (2.32%) Public Cloud
12 49 (2.32%) Wiki
13 47 (2.22%) Social Network
14 43 (2.04%) Greenfield Project
15 36 (1.70%) Mobile App
16 34 (1.61%) Social Media
Operating Systems
1 1,222 (57.83%) Linux
2 446 (21.11%) Windows
3 226 (10.70%) CentOS
4 209 (9.89%) Red Hat Enterprise Linux
5 204 (9.65%) Unix
6 193 (9.13%) Windows Server
7 144 (6.81%) Ubuntu
8 103 (4.87%) Android
9 75 (3.55%) Apple iOS
10 48 (2.27%) Windows Server 2008
11 43 (2.04%) Debian
12 30 (1.42%) Solaris
13 24 (1.14%) Windows Server 2012
14 23 (1.09%) openSUSE
15 21 (0.99%) SUSE
16 20 (0.95%) AIX
17 19 (0.90%) Fedora
18 14 (0.66%) CoreOS
19 8 (0.38%) HPUX
20 7 (0.33%) Windows NT
Processes & Methodologies
1 862 (40.80%) Agile Software Development
2 671 (31.76%) DevOps
3 431 (20.40%) Software Engineering
4 348 (16.47%) Open Source
5 293 (13.87%) TDD
6 291 (13.77%) Continuous Integration
7 283 (13.39%) Analytics
8 267 (12.64%) Computer Science
9 263 (12.45%) Configuration Management
9 263 (12.45%) Scrum
10 236 (11.17%) OO
11 226 (10.70%) Web Development
12 222 (10.51%) MVC
13 197 (9.32%) Data Science
13 197 (9.32%) Machine Learning
14 195 (9.23%) Problem-Solving
15 165 (7.81%) Artificial Intelligence
15 165 (7.81%) Data Modelling
16 161 (7.62%) E-Commerce
17 155 (7.34%) ITIL
Programming Languages
1 1,046 (49.50%) Java
2 846 (40.04%) Python
3 645 (30.53%) SQL
4 605 (28.63%) JavaScript
5 530 (25.08%) PHP
6 329 (15.57%) Bash Shell
7 270 (12.78%) Perl
8 257 (12.16%) C++
9 252 (11.93%) C#
10 220 (10.41%) Ruby
11 197 (9.32%) Scala
12 165 (7.81%) PowerShell
13 137 (6.48%) Shell Script
14 110 (5.21%) C
15 86 (4.07%) Korn
16 84 (3.98%) R
17 76 (3.60%) Java 8
18 70 (3.31%) Bourne shell
19 61 (2.89%) T-SQL
20 52 (2.46%) PL/SQL
Qualifications
1 426 (20.16%) Degree
2 153 (7.24%) Computer Science Degree
3 99 (4.69%) Security Cleared
4 67 (3.17%) SC Cleared
5 44 (2.08%) Numerate Degree
6 39 (1.85%) DV Cleared
7 35 (1.66%) Cisco Certification
8 30 (1.42%) CCNA
9 24 (1.14%) CISSP
10 21 (0.99%) RHCE
11 19 (0.90%) RHCSA
12 18 (0.85%) CEH
13 17 (0.80%) PhD
14 15 (0.71%) CCNP
15 14 (0.66%) Microsoft Certification
16 12 (0.57%) GCIH
16 12 (0.57%) OSCP
16 12 (0.57%) VMware Certified Professional (VCP)
17 10 (0.47%) MCSE
18 9 (0.43%) CCIE
Quality Assurance & Compliance
1 69 (3.27%) GDPR
2 68 (3.22%) ISO/IEC 27001
3 65 (3.08%) QA
4 52 (2.46%) Cyber Essentials
5 40 (1.89%) HIPAA
6 34 (1.61%) PCI DSS
7 23 (1.09%) Data Quality
8 10 (0.47%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 10 (0.47%) Sarbanes-Oxley
8 10 (0.47%) SLA
9 5 (0.24%) Cyber Essentials PLUS
9 5 (0.24%) Disclosure Scotland
10 3 (0.14%) GPG13
10 3 (0.14%) ISO 9001
11 1 (0.047%) COBIT
11 1 (0.047%) HL7
11 1 (0.047%) MiFID
System Software
1 360 (17.04%) Docker
2 183 (8.66%) Active Directory
3 107 (5.06%) VMware Infrastructure
4 67 (3.17%) HDFS
5 62 (2.93%) Hyper-V
6 37 (1.75%) Varnish
7 35 (1.66%) NFS
8 30 (1.42%) Virtual Machines
9 29 (1.37%) Apache ZooKeeper
10 24 (1.14%) iptables
11 23 (1.09%) Firmware
12 21 (0.99%) VMware ESXi
13 20 (0.95%) KVM
14 18 (0.85%) Apache Flume
15 15 (0.71%) Postfix
16 13 (0.62%) DFS Replication
16 13 (0.62%) VirtualBox
17 9 (0.43%) Snort
18 8 (0.38%) GlusterFS
18 8 (0.38%) Xen
Systems Management
1 402 (19.03%) Puppet
2 353 (16.71%) Ansible
3 316 (14.96%) Opscode Chef
4 159 (7.52%) Kubernetes
5 126 (5.96%) Terraform
6 80 (3.79%) Nagios
7 79 (3.74%) Salt
8 69 (3.27%) HAProxy
9 62 (2.93%) Hadoop YARN
10 40 (1.89%) ZABBIX
11 35 (1.66%) Kibana
12 34 (1.61%) Prometheus
13 28 (1.33%) SCOM
14 26 (1.23%) Grafana
14 26 (1.23%) logstash
15 22 (1.04%) Icinga
15 22 (1.04%) Packer
16 19 (0.90%) Mesos
17 16 (0.76%) Cacti
18 15 (0.71%) Graphite
Vendors
1 369 (17.46%) Oracle
2 269 (12.73%) Microsoft
3 244 (11.55%) Red Hat
4 182 (8.61%) VMware
5 166 (7.86%) Google
6 107 (5.06%) Cisco
7 96 (4.54%) Tableau
8 78 (3.69%) Splunk
9 77 (3.64%) SAP
10 48 (2.27%) Hortonworks
11 46 (2.18%) Atlassian
11 46 (2.18%) Bloomberg
11 46 (2.18%) Cloudera
11 46 (2.18%) FXall
11 46 (2.18%) MarketAxess
11 46 (2.18%) Reuters
11 46 (2.18%) Tradeweb
12 42 (1.99%) CA Agile Central
13 40 (1.89%) HP
14 39 (1.85%) F5