Period
to 16 November 2018

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 November 2018 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 228 195 169
Rank change year-on-year -33 -26 -15
Permanent jobs citing Apache 2,286 3,117 3,725
As % of all permanent IT jobs advertised in England 1.51% 1.84% 2.07%
As % of the Application Platforms category 9.26% 10.45% 11.29%
Number of salaries quoted 1,801 2,427 3,181
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £29,900 £30,500
90th Percentile £85,000 £82,500 £77,500
UK median annual salary £50,500 £50,000 £50,000
% change year-on-year +1.00% - +5.26%

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 24,697 29,815 32,989
As % of all permanent IT jobs advertised in England 16.28% 17.64% 18.34%
Number of salaries quoted 19,999 24,321 28,028
England median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £28,000 £27,300 £27,000
90th Percentile £83,750 £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 November 2018.

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 November 2018. 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 -64 1,051 £60,000 -4.00% 134
South East +2 437 £45,000 - 68
North of England -34 292 £42,500 +6.25% 73
South West +38 271 £40,000 - 40
North West -56 156 £50,000 +25.00% 50
Midlands -51 127 £45,000 +12.50% 36
Yorkshire +29 123 £40,200 -2.55% 19
East of England -42 106 £50,000 +25.00% 40
West Midlands -65 74 £46,250 +15.63% 15
East Midlands +14 53 £45,000 +12.50% 21
North East -7 13 £37,500 -9.09% 4
South Coast - 4 - -
Apache
UK

For the 6 months to 16 November 2018, 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 1,332 (58.27%) Linux
2 1,118 (48.91%) Java
3 905 (39.59%) Agile Software Development
4 869 (38.01%) Python
5 771 (33.73%) MySQL
6 732 (32.02%) DevOps
7 719 (31.45%) SQL
8 688 (30.10%) JavaScript
9 626 (27.38%) Amazon AWS
10 605 (26.47%) Git (software)
11 603 (26.38%) HTML
12 578 (25.28%) Tomcat
13 570 (24.93%) PHP
14 554 (24.23%) LAMP
15 532 (23.27%) CSS
15 532 (23.27%) Jenkins
16 468 (20.47%) Software Engineering
17 460 (20.12%) Spring
18 456 (19.95%) Windows
19 438 (19.16%) Oracle
20 428 (18.72%) Degree
21 416 (18.20%) Hadoop
22 415 (18.15%) Puppet
23 405 (17.72%) Apache Spark
24 396 (17.32%) Web Services
25 385 (16.84%) Finance
26 374 (16.36%) Docker
27 373 (16.32%) Open Source
28 372 (16.27%) Big Data
29 366 (16.01%) Bash Shell

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
1 578 (25.28%) Tomcat
2 405 (17.72%) Apache Spark
3 310 (13.56%) nginx
4 200 (8.75%) JBoss
5 193 (8.44%) IIS
6 166 (7.26%) Elasticsearch
7 137 (5.99%) Confluence
8 108 (4.72%) CMS
9 96 (4.20%) WordPress
10 94 (4.11%) WebLogic
11 81 (3.54%) Apache Solr
12 55 (2.41%) SAS
13 51 (2.23%) WebSphere
14 44 (1.92%) Drupal
15 43 (1.88%) Apache Pig
16 41 (1.79%) OpenStack
17 31 (1.36%) GlassFish
18 21 (0.92%) Mule
18 21 (0.92%) WildFly
19 20 (0.87%) SharePoint
Applications
1 26 (1.14%) Microsoft Office
2 11 (0.48%) Microsoft Excel
3 7 (0.31%) Weka
4 6 (0.26%) Photoshop
5 5 (0.22%) Chatbot
5 5 (0.22%) Microsoft PowerPoint
6 3 (0.13%) Adobe Premiere
7 2 (0.087%) 3ds Max
7 2 (0.087%) Adobe After Effects
7 2 (0.087%) Adobe Captivate
7 2 (0.087%) Adobe Creative Suite
7 2 (0.087%) Adobe Illustrator
7 2 (0.087%) HipChat
7 2 (0.087%) InDesign
7 2 (0.087%) MS Visio
8 1 (0.044%) GNU Octave
8 1 (0.044%) SPSS
Business Applications
1 42 (1.84%) thinkFolio
2 38 (1.66%) Magento
3 11 (0.48%) Payment Gateway
4 9 (0.39%) SAP Hybris
5 5 (0.22%) Changepoint
5 5 (0.22%) WebTrends
6 2 (0.087%) SAP HR
6 2 (0.087%) SAP S/4HANA
6 2 (0.087%) ScheduALL
6 2 (0.087%) Temenos T24
7 1 (0.044%) Eloqua
7 1 (0.044%) Odoo
Cloud Services
1 626 (27.38%) Amazon AWS
2 321 (14.04%) Microsoft Azure
3 187 (8.18%) SaaS
4 157 (6.87%) Google Cloud Platform
5 106 (4.64%) GitHub
6 105 (4.59%) Cloud Computing
7 93 (4.07%) Amazon EC2
8 55 (2.41%) Amazon EMR
9 51 (2.23%) IaaS
10 50 (2.19%) Amazon S3
10 50 (2.19%) Serverless
11 48 (2.10%) AWS CloudFormation
11 48 (2.10%) PaaS
12 38 (1.66%) Office 365
13 28 (1.22%) AWS Lambda
14 24 (1.05%) Cortana Intelligence Suite
14 24 (1.05%) Virtual Private Cloud
15 22 (0.96%) npm
15 22 (0.96%) Route 53
16 21 (0.92%) Amazon Kinesis
Communications & Networking
1 176 (7.70%) DNS
2 138 (6.04%) HTTP
3 125 (5.47%) TCP/IP
4 114 (4.99%) Firewall
5 93 (4.07%) Internet
6 71 (3.11%) SSL
7 55 (2.41%) SAN
8 52 (2.27%) WAN
9 48 (2.10%) VPN
10 47 (2.06%) LAN
11 45 (1.97%) DHCP
12 44 (1.92%) Network Security
13 41 (1.79%) SSH
14 39 (1.71%) SMTP
15 37 (1.62%) VLAN
16 33 (1.44%) Kerberos
17 25 (1.09%) VoIP
18 24 (1.05%) iSCSI
19 22 (0.96%) Wireless
20 19 (0.83%) FTP
Database & Business Intelligence
1 771 (33.73%) MySQL
2 416 (18.20%) Hadoop
3 372 (16.27%) Big Data
4 350 (15.31%) SQL Server
5 305 (13.34%) NoSQL
6 263 (11.50%) MongoDB
7 204 (8.92%) PostgreSQL
8 171 (7.48%) Apache Hive
9 153 (6.69%) Relational Database
10 134 (5.86%) Apache Cassandra
11 88 (3.85%) HBase
12 86 (3.76%) Data Warehouse
13 82 (3.59%) Redis
14 71 (3.11%) RDBMS
15 55 (2.41%) Power BI
16 53 (2.32%) Data Lake
17 52 (2.27%) Amazon Redshift
18 47 (2.06%) Amazon RDS
19 44 (1.92%) MariaDB
19 44 (1.92%) Oracle Database
Development Applications
1 605 (26.47%) Git (software)
2 532 (23.27%) Jenkins
3 277 (12.12%) JIRA
4 194 (8.49%) Maven
5 190 (8.31%) Subversion
6 155 (6.78%) JUnit
7 145 (6.34%) Atlassian Bamboo
8 142 (6.21%) Bitbucket
9 127 (5.56%) Selenium
10 93 (4.07%) Vagrant
11 90 (3.94%) EasyMock
12 69 (3.02%) Gradle
13 59 (2.58%) Visual Studio
14 58 (2.54%) TeamCity
15 56 (2.45%) Cucumber
16 41 (1.79%) Eclipse
17 40 (1.75%) Octopus Deploy
18 37 (1.62%) Ant
19 30 (1.31%) Grunt
20 26 (1.14%) Team Foundation Server
General
1 385 (16.84%) Finance
2 174 (7.61%) Banking
3 140 (6.12%) Retail
4 94 (4.11%) Marketing
5 74 (3.24%) Telecoms
6 64 (2.80%) Front Office
7 59 (2.58%) Investment Banking
8 52 (2.27%) Law
9 45 (1.97%) Games
10 42 (1.84%) French Language
10 42 (1.84%) German Language
10 42 (1.84%) Italian Language
11 41 (1.79%) Manufacturing
12 37 (1.62%) Advertising
13 31 (1.36%) Spanish Language
14 29 (1.27%) Financial Institution
15 25 (1.09%) Publishing
16 20 (0.87%) Automotive
17 18 (0.79%) Pharmaceutical
18 12 (0.52%) Electronics
Job Titles
1 850 (37.18%) Developer
2 341 (14.92%) Java Developer
3 238 (10.41%) DevOps Engineer
4 196 (8.57%) PHP Developer
5 183 (8.01%) Software Engineer
6 182 (7.96%) Linux Engineer
7 170 (7.44%) Senior Developer
8 153 (6.69%) Support Engineer
9 136 (5.95%) Administrator
10 127 (5.56%) Systems Administrator
11 121 (5.29%) Architect
12 118 (5.16%) Applications Engineer
13 115 (5.03%) Applications Support
14 111 (4.86%) Software Developer
15 109 (4.77%) Java Engineer
16 108 (4.72%) Data Engineer
17 96 (4.20%) Linux Systems Administrator
18 94 (4.11%) Linux Administrator
19 93 (4.07%) Applications Support Engineer
20 90 (3.94%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 603 (26.38%) HTML
2 554 (24.23%) LAMP
3 532 (23.27%) CSS
4 460 (20.12%) Spring
5 396 (17.32%) Web Services
6 264 (11.55%) Kafka
7 229 (10.02%) Hibernate
8 222 (9.71%) AngularJS
9 221 (9.67%) jQuery
10 192 (8.40%) HTML5
11 171 (7.48%) Java EE
12 169 (7.39%) XML
13 164 (7.17%) .NET
14 153 (6.69%) JSON
14 153 (6.69%) Node.js
15 150 (6.56%) REST
16 135 (5.91%) RESTful
17 131 (5.73%) SOAP
18 123 (5.38%) Ajax
18 123 (5.38%) LEMP Stack
Miscellaneous
1 275 (12.03%) Computer Science
2 149 (6.52%) Analytical Skills
3 109 (4.77%) Algorithms
4 90 (3.94%) Fintech
5 84 (3.67%) Linux Command Line
6 74 (3.24%) User Experience
7 70 (3.06%) Self-Motivation
8 69 (3.02%) Data Centre
9 64 (2.80%) Management Information System
9 64 (2.80%) Wiki
10 63 (2.76%) Foreign Exchange (FX)
11 56 (2.45%) Greenfield Project
12 55 (2.41%) Hedge funds
13 52 (2.27%) Equities
14 50 (2.19%) Derivative
14 50 (2.19%) Public Cloud
15 48 (2.10%) Data Structures
16 47 (2.06%) Fixed Income
17 42 (1.84%) Mobile App
17 42 (1.84%) Social Network
Operating Systems
1 1,332 (58.27%) Linux
2 456 (19.95%) Windows
3 250 (10.94%) Unix
4 248 (10.85%) CentOS
5 223 (9.76%) Red Hat Enterprise Linux
6 176 (7.70%) Windows Server
7 143 (6.26%) Ubuntu
8 83 (3.63%) Android
9 56 (2.45%) Apple iOS
10 51 (2.23%) Windows Server 2008
11 49 (2.14%) Debian
12 37 (1.62%) Solaris
13 33 (1.44%) Windows Server 2012
14 24 (1.05%) SUSE
15 21 (0.92%) openSUSE
16 16 (0.70%) AIX
17 15 (0.66%) HPUX
18 13 (0.57%) Fedora
19 12 (0.52%) CoreOS
20 9 (0.39%) Windows 7
Processes & Methodologies
1 905 (39.59%) Agile Software Development
2 732 (32.02%) DevOps
3 468 (20.47%) Software Engineering
4 373 (16.32%) Open Source
5 310 (13.56%) Scrum
6 291 (12.73%) Continuous Integration
7 283 (12.38%) TDD
8 269 (11.77%) Analytics
9 247 (10.80%) Configuration Management
9 247 (10.80%) OO
10 236 (10.32%) MVC
11 232 (10.15%) Web Development
12 228 (9.97%) Problem-Solving
13 184 (8.05%) Data Science
14 177 (7.74%) Machine Learning
15 170 (7.44%) E-Commerce
16 168 (7.35%) ITIL
17 155 (6.78%) Test Automation
18 151 (6.61%) Artificial Intelligence
18 151 (6.61%) Microservices
Programming Languages
1 1,118 (48.91%) Java
2 869 (38.01%) Python
3 719 (31.45%) SQL
4 688 (30.10%) JavaScript
5 570 (24.93%) PHP
6 366 (16.01%) Bash Shell
7 320 (14.00%) Perl
8 263 (11.50%) C++
9 249 (10.89%) Ruby
10 225 (9.84%) C#
11 185 (8.09%) Scala
12 162 (7.09%) PowerShell
13 153 (6.69%) Shell Script
14 119 (5.21%) C
15 107 (4.68%) Korn
16 85 (3.72%) Java 8
17 83 (3.63%) R
18 73 (3.19%) Bourne shell
19 57 (2.49%) Go
20 47 (2.06%) PL/SQL
Qualifications
1 428 (18.72%) Degree
2 144 (6.30%) Computer Science Degree
3 74 (3.24%) Security Cleared
4 44 (1.92%) SC Cleared
5 39 (1.71%) DV Cleared
6 35 (1.53%) Cisco Certification
7 33 (1.44%) CCNA
7 33 (1.44%) RHCE
8 32 (1.40%) CISSP
9 29 (1.27%) Numerate Degree
10 28 (1.22%) RHCSA
11 21 (0.92%) PhD
12 20 (0.87%) Microsoft Certification
13 19 (0.83%) CEH
14 15 (0.66%) GCIH
14 15 (0.66%) OSCP
14 15 (0.66%) VMware Certified Professional (VCP)
15 12 (0.52%) Master's Degree
15 12 (0.52%) SSCP
16 8 (0.35%) BPSS Clearance
Quality Assurance & Compliance
1 73 (3.19%) QA
2 50 (2.19%) ISO/IEC 27001
3 45 (1.97%) GDPR
4 34 (1.49%) Cyber Essentials
5 32 (1.40%) PCI DSS
6 25 (1.09%) Data Quality
7 21 (0.92%) HIPAA
8 13 (0.57%) SLA
9 5 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 5 (0.22%) Sarbanes-Oxley
10 4 (0.17%) Cyber Essentials PLUS
11 3 (0.13%) GPG13
12 2 (0.087%) Disclosure Scotland
12 2 (0.087%) ECSS
12 2 (0.087%) ISO 9001
12 2 (0.087%) MiFID
13 1 (0.044%) HL7
System Software
1 374 (16.36%) Docker
2 165 (7.22%) Active Directory
3 130 (5.69%) VMware Infrastructure
4 74 (3.24%) HDFS
5 44 (1.92%) Hyper-V
6 30 (1.31%) KVM
7 29 (1.27%) VMware ESXi
8 28 (1.22%) Apache ZooKeeper
9 27 (1.18%) Virtual Machines
10 25 (1.09%) NFS
11 24 (1.05%) Varnish
12 23 (1.01%) GridGain
13 19 (0.83%) iptables
14 17 (0.74%) VirtualBox
15 16 (0.70%) Apache Flume
15 16 (0.70%) Firmware
16 13 (0.57%) GlusterFS
16 13 (0.57%) Xen
17 12 (0.52%) Gluster
17 12 (0.52%) Postfix
Systems Management
1 415 (18.15%) Puppet
2 344 (15.05%) Ansible
3 300 (13.12%) Opscode Chef
4 160 (7.00%) Kubernetes
5 126 (5.51%) Terraform
6 89 (3.89%) Nagios
7 65 (2.84%) Salt
8 59 (2.58%) ZABBIX
9 57 (2.49%) HAProxy
10 53 (2.32%) Hadoop YARN
11 49 (2.14%) Kibana
12 43 (1.88%) logstash
13 40 (1.75%) Grafana
14 32 (1.40%) Cacti
15 30 (1.31%) Prometheus
16 27 (1.18%) Icinga
17 23 (1.01%) Packer
18 22 (0.96%) SCOM
19 19 (0.83%) Mesos
20 14 (0.61%) Graphite
Vendors
1 438 (19.16%) Oracle
2 280 (12.25%) Red Hat
3 269 (11.77%) Microsoft
4 201 (8.79%) VMware
5 161 (7.04%) Google
6 92 (4.02%) Cisco
7 74 (3.24%) SAP
8 70 (3.06%) Tableau
9 63 (2.76%) Splunk
10 60 (2.62%) Hortonworks
11 58 (2.54%) Cloudera
12 51 (2.23%) Atlassian
13 47 (2.06%) F5
14 45 (1.97%) New Relic
15 43 (1.88%) MapR
16 42 (1.84%) Bloomberg
16 42 (1.84%) FXall
16 42 (1.84%) MarketAxess
16 42 (1.84%) Reuters
16 42 (1.84%) Tradeweb