Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies 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 November 2017 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 198 175 150
Rank change year-on-year -23 -25 -23
Permanent jobs citing Apache 3239 3790 4846
As % of all permanent IT jobs advertised in the UK 1.79% 2.01% 2.23%
As % of the Application Platforms category 10.25% 11.01% 11.82%
Number of salaries quoted 2512 3217 4127
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £30,500 £29,250
90th Percentile £82,500 £77,500 £75,000
UK excluding London median annual salary £42,000 £44,738 £42,500
% change year-on-year -6.12% +5.26% +6.25%

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 with a requirement for application platform skills.

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 31588 34432 40984
As % of all permanent IT jobs advertised in the UK 17.46% 18.23% 18.86%
Number of salaries quoted 25549 29114 34107
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,000 £26,750 £26,250
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £40,000 £40,000 £40,000

Apache
Job Vacancy Trend

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

Job vacancy trend for Apache in the UK

Apache
Salary Trend

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

Salary trend for Apache in the UK

Apache
Salary Histogram

The salary distribution of IT jobs citing Apache over the 6 months to 21 November 2017.

Salary histogram for Apache in the UK

Apache
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the UK over the 6 months to 21 November 2017. 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
England -24 3093 £50,000 - 208
UK excluding London -21 1615 £42,000 -6.12% 118
London -21 1557 £62,500 +8.70% 98
South East -45 499 £45,000 -4.76% 43
North of England +42 400 £42,500 +13.33% 27
North West +38 263 £42,500 +13.33% 13
Midlands -13 229 £40,000 -4.76% 20
South West +9 221 £39,125 +12.59% 11
West Midlands +7 186 £40,000 +1.72% 18
East of England -33 185 £40,000 -23.81% 9
Yorkshire +14 124 £40,000 - 12
Scotland +6 62 £37,500 -17.58% 6
East Midlands -10 43 £40,000 -11.11% 2
Wales -29 19 £34,250 -8.67% 3
North East +8 13 £41,250 +23.13% 2
Northern Ireland -24 2 - -

For the 6 months to 21 November 2017, IT jobs citing Apache also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Apache.

1 2076 (64.09%) Linux
2 1422 (43.90%) MySQL
3 1314 (40.57%) Agile Software Development
4 1284 (39.64%) Java
5 987 (30.47%) JavaScript
6 970 (29.95%) Tomcat
7 921 (28.43%) PHP
8 869 (26.83%) SQL
9 850 (26.24%) Python
10 846 (26.12%) LAMP
11 836 (25.81%) DevOps
12 835 (25.78%) HTML
13 789 (24.36%) Git (software)
14 759 (23.43%) Amazon AWS
15 742 (22.91%) CSS
16 726 (22.41%) Web Services
17 717 (22.14%) Windows
18 698 (21.55%) Finance
19 617 (19.05%) Puppet
20 579 (17.88%) Jenkins
21 561 (17.32%) Oracle
22 548 (16.92%) SQL Server
23 535 (16.52%) nginx
24 531 (16.39%) Unix
25 524 (16.18%) Scrum
26 521 (16.09%) Continuous Integration
27 476 (14.70%) Docker
28 475 (14.67%) Spring
29 445 (13.74%) Ansible
30 436 (13.46%) Bash Shell

Apache
Co-occurring IT Skills 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
1 970 (29.95%) Tomcat
2 535 (16.52%) nginx
3 393 (12.13%) IIS
4 374 (11.55%) Apache Spark
5 250 (7.72%) Elasticsearch
6 218 (6.73%) JBoss
7 188 (5.80%) Confluence
8 134 (4.14%) WebSphere
9 131 (4.04%) CMS
9 131 (4.04%) WebLogic
10 91 (2.81%) WordPress
11 89 (2.75%) Apache Solr
12 84 (2.59%) Drupal
13 81 (2.50%) OpenStack
14 54 (1.67%) Jetty
15 52 (1.61%) MS Exchange
16 47 (1.45%) Mule
17 46 (1.42%) DataSynapse
18 42 (1.30%) SharePoint
19 36 (1.11%) Apache Pig
Applications
1 21 (0.65%) Microsoft Excel
2 19 (0.59%) Microsoft Office
2 19 (0.59%) SPSS
3 12 (0.37%) Photoshop
4 5 (0.15%) Microsoft PowerPoint
4 5 (0.15%) Microsoft Project
5 3 (0.093%) Adobe Illustrator
6 2 (0.062%) HipChat
7 1 (0.031%) Fireworks
7 1 (0.031%) LaTeX
7 1 (0.031%) MS Visio
7 1 (0.031%) Spreadsheet
7 1 (0.031%) Weka
Business Applications
1 51 (1.57%) Magento
2 17 (0.52%) RMDS
3 16 (0.49%) Dynamics CRM
4 13 (0.40%) Oracle EBS
5 8 (0.25%) Dynamics NAV
5 8 (0.25%) Oracle Procure-to-Pay
6 7 (0.22%) Oracle Applications
6 7 (0.22%) Payment Gateway
7 6 (0.19%) Dynamics AX
8 5 (0.15%) ResourceLink
9 4 (0.12%) SAP Hybris
10 3 (0.093%) Oracle Retail
11 2 (0.062%) Dynamics GP
11 2 (0.062%) Eloqua
Cloud Services
1 759 (23.43%) Amazon AWS
2 256 (7.90%) Microsoft Azure
3 156 (4.82%) GitHub
4 115 (3.55%) Amazon EC2
5 102 (3.15%) Google Cloud Platform
6 97 (2.99%) SaaS
7 81 (2.50%) AWS CloudFormation
8 61 (1.88%) Cloud Computing
9 60 (1.85%) Amazon S3
10 41 (1.27%) Amazon EMR
11 38 (1.17%) Amazon ELB
11 38 (1.17%) Serverless
12 34 (1.05%) Office 365
13 33 (1.02%) Amazon CloudWatch
13 33 (1.02%) Route 53
14 32 (0.99%) IaaS
14 32 (0.99%) Virtual Private Cloud
15 31 (0.96%) Google Analytics
16 29 (0.90%) PaaS
17 22 (0.68%) AWS Lambda
Communications & Networking
1 302 (9.32%) DNS
2 269 (8.31%) Firewall
3 257 (7.93%) TCP/IP
4 173 (5.34%) HTTP
5 156 (4.82%) LDAP
6 135 (4.17%) SAN
7 126 (3.89%) Internet
8 117 (3.61%) VPN
9 96 (2.96%) DHCP
10 57 (1.76%) Network Security
11 56 (1.73%) SSL
12 53 (1.64%) VLAN
13 52 (1.61%) SMS
14 49 (1.51%) SSH
15 46 (1.42%) WAN
16 45 (1.39%) LAN
17 42 (1.30%) NAS
18 40 (1.23%) Kerberos
19 39 (1.20%) FTP
19 39 (1.20%) SNMP
Database & Business Intelligence
1 1422 (43.90%) MySQL
2 548 (16.92%) SQL Server
3 370 (11.42%) Hadoop
4 365 (11.27%) Big Data
5 358 (11.05%) MongoDB
6 331 (10.22%) NoSQL
7 246 (7.59%) PostgreSQL
8 235 (7.26%) Apache Cassandra
9 219 (6.76%) Relational Database
10 218 (6.73%) Redis
11 99 (3.06%) HBase
12 93 (2.87%) Apache Hive
13 86 (2.66%) RDBMS
14 80 (2.47%) Oracle Database
15 68 (2.10%) MariaDB
16 67 (2.07%) Neo4j
17 63 (1.95%) Amazon RDS
18 49 (1.51%) Amazon Redshift
19 40 (1.23%) DB2
20 38 (1.17%) SQL Server Reporting Services
Development Applications
1 789 (24.36%) Git (software)
2 579 (17.88%) Jenkins
3 415 (12.81%) JIRA
4 332 (10.25%) Subversion
5 302 (9.32%) Maven
6 219 (6.76%) JUnit
7 187 (5.77%) TeamCity
8 159 (4.91%) Selenium
9 123 (3.80%) Ant
10 122 (3.77%) Atlassian Bamboo
11 118 (3.64%) Hudson
12 115 (3.55%) Eclipse
13 102 (3.15%) Vagrant
14 89 (2.75%) jMock
15 88 (2.72%) EasyMock
16 87 (2.69%) Cucumber
17 86 (2.66%) Bitbucket
18 82 (2.53%) gulp
19 74 (2.28%) Mercurial
20 65 (2.01%) Octopus Deploy
General
1 698 (21.55%) Finance
2 391 (12.07%) Banking
3 242 (7.47%) Investment Banking
4 227 (7.01%) Retail Banking
5 168 (5.19%) Retail
6 161 (4.97%) Marketing
7 95 (2.93%) Telecoms
8 81 (2.50%) Front Office
9 70 (2.16%) Games
10 53 (1.64%) Manufacturing
11 45 (1.39%) Electronics
12 42 (1.30%) Legal
13 32 (0.99%) Billing
13 32 (0.99%) Law
14 30 (0.93%) Publishing
15 25 (0.77%) Advertising
16 23 (0.71%) Online Betting
17 22 (0.68%) Corporate Banking
17 22 (0.68%) Private Banking
18 18 (0.56%) Multimedia
Job Titles
1 1278 (39.46%) Developer
2 419 (12.94%) PHP Developer
3 416 (12.84%) Java Developer
4 362 (11.18%) DevOps Engineer
5 303 (9.35%) Administrator
6 291 (8.98%) Senior Developer
7 266 (8.21%) Systems Administrator
8 254 (7.84%) Linux Administrator
9 230 (7.10%) Linux Systems Administrator
10 199 (6.14%) Linux Engineer
11 171 (5.28%) Analyst
12 163 (5.03%) Architect
13 152 (4.69%) Linux/Unix DevOps
14 149 (4.60%) Applications Support
15 141 (4.35%) Software Developer
15 141 (4.35%) Web Developer
16 121 (3.74%) Software Engineer
17 117 (3.61%) Support Engineer
18 111 (3.43%) Support Analyst
19 98 (3.03%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 846 (26.12%) LAMP
2 835 (25.78%) HTML
3 742 (22.91%) CSS
4 726 (22.41%) Web Services
5 475 (14.67%) Spring
6 424 (13.09%) XML
7 396 (12.23%) jQuery
8 385 (11.89%) REST
9 372 (11.49%) SOAP
10 366 (11.30%) AngularJS
11 322 (9.94%) J2EE
12 319 (9.85%) JSON
13 282 (8.71%) HTML5
14 246 (7.59%) .NET
15 243 (7.50%) RESTful
16 234 (7.22%) Hibernate
16 234 (7.22%) LEMP Stack
17 209 (6.45%) Node.js
18 200 (6.17%) Kafka
19 192 (5.93%) Ajax
Miscellaneous
1 322 (9.94%) Computer Science
2 265 (8.18%) Analytical Skills
3 192 (5.93%) User Experience
4 164 (5.06%) Linux Command Line
5 156 (4.82%) Data Centre
6 99 (3.06%) Foreign Exchange (FX)
7 97 (2.99%) Algorithms
8 87 (2.69%) Greenfield Project
8 87 (2.69%) Mobile App
9 76 (2.35%) Clustering
10 68 (2.10%) Data Structures
11 67 (2.07%) Fintech
12 65 (2.01%) Derivative
13 63 (1.95%) Enterprise Software
14 54 (1.67%) Client/Server
15 49 (1.51%) iPad
16 46 (1.42%) Exotic Derivative
16 46 (1.42%) Market Risk
17 44 (1.36%) Management Information System
18 31 (0.96%) Virtual Team
Operating Systems
1 2076 (64.09%) Linux
2 717 (22.14%) Windows
3 531 (16.39%) Unix
4 360 (11.11%) CentOS
5 296 (9.14%) Ubuntu
6 233 (7.19%) Red Hat Enterprise Linux
7 220 (6.79%) Windows Server
8 137 (4.23%) Debian
9 124 (3.83%) Solaris
10 85 (2.62%) Windows Server 2012
11 81 (2.50%) Windows Server 2008
12 54 (1.67%) Android
13 52 (1.61%) Apple iOS
14 50 (1.54%) AIX
15 36 (1.11%) HPUX
15 36 (1.11%) Windows Server 2003
16 35 (1.08%) SUSE
17 26 (0.80%) Fedora
18 15 (0.46%) Windows 7
19 14 (0.43%) VMS
Processes & Methodologies
1 1314 (40.57%) Agile Software Development
2 836 (25.81%) DevOps
3 524 (16.18%) Scrum
4 521 (16.09%) Continuous Integration
5 416 (12.84%) TDD
6 407 (12.57%) Open Source
7 388 (11.98%) MVC
8 386 (11.92%) E-Commerce
9 382 (11.79%) Software Engineering
10 367 (11.33%) Configuration Management
11 333 (10.28%) OO
12 311 (9.60%) Web Development
13 275 (8.49%) BDD
14 270 (8.34%) OOP
15 267 (8.24%) Analytics
16 261 (8.06%) Mentoring
17 230 (7.10%) Test Automation
18 218 (6.73%) Microservices
19 208 (6.42%) Wealth Management
20 203 (6.27%) Asset Management
Programming Languages
1 1284 (39.64%) Java
2 987 (30.47%) JavaScript
3 921 (28.43%) PHP
4 869 (26.83%) SQL
5 850 (26.24%) Python
6 436 (13.46%) Bash Shell
7 356 (10.99%) Perl
8 325 (10.03%) Shell Script
9 320 (9.88%) Ruby
10 220 (6.79%) C++
11 201 (6.21%) PowerShell
12 191 (5.90%) Scala
13 168 (5.19%) C#
14 120 (3.70%) Groovy
15 103 (3.18%) PL/SQL
16 76 (2.35%) C
17 71 (2.19%) PHP 5
18 66 (2.04%) PHP 7
19 63 (1.95%) T-SQL
20 53 (1.64%) Go
Qualifications
1 324 (10.00%) Degree
2 138 (4.26%) Security Cleared
3 127 (3.92%) Computer Science Degree
4 70 (2.16%) SC Cleared
5 39 (1.20%) Cisco Certification
5 39 (1.20%) Microsoft Certification
6 36 (1.11%) CCNA
7 29 (0.90%) RHCE
8 28 (0.86%) Master's Degree
9 26 (0.80%) RHCSA
10 20 (0.62%) PhD
11 18 (0.56%) VMware Certified Professional (VCP)
12 17 (0.52%) DV Cleared
13 16 (0.49%) CISSP
13 16 (0.49%) Citrix Certification
14 15 (0.46%) MCSA
15 13 (0.40%) AWS Certification
15 13 (0.40%) ITIL Certification
15 13 (0.40%) MCSE
16 11 (0.34%) CCNP
Quality Assurance & Compliance
1 143 (4.41%) QA
2 78 (2.41%) SLA
3 32 (0.99%) Data Quality
4 26 (0.80%) Disclosure Scotland
5 23 (0.71%) GCP
6 20 (0.62%) ISO/IEC 27001
7 17 (0.52%) PCI DSS
8 8 (0.25%) GPG13
9 6 (0.19%) Sarbanes-Oxley
10 5 (0.15%) COBIT
11 4 (0.12%) EMIR
11 4 (0.12%) ISO/IEC 20000
11 4 (0.12%) MiFID
11 4 (0.12%) Solvency II
12 3 (0.093%) DICOM
12 3 (0.093%) HL7
12 3 (0.093%) WCAG
13 2 (0.062%) Dodd-Frank
13 2 (0.062%) Government Security Classifications
13 2 (0.062%) SSAE 16
System Software
1 476 (14.70%) Docker
2 215 (6.64%) VMware Infrastructure
3 187 (5.77%) Active Directory
4 68 (2.10%) HDFS
5 62 (1.91%) Varnish
6 60 (1.85%) Samba
6 60 (1.85%) VMware ESXi
6 60 (1.85%) vSphere
7 57 (1.76%) Hyper-V
8 55 (1.70%) KVM
9 43 (1.33%) NFS
10 35 (1.08%) iptables
11 31 (0.96%) Virtual Machines
12 26 (0.80%) Postfix
13 24 (0.74%) Apache Flume
14 23 (0.71%) XenServer
15 21 (0.65%) XenApp
16 20 (0.62%) Apache ZooKeeper
17 18 (0.56%) VirtualBox
17 18 (0.56%) Xen
Systems Management
1 617 (19.05%) Puppet
2 445 (13.74%) Ansible
3 393 (12.13%) Opscode Chef
4 259 (8.00%) Nagios
5 155 (4.79%) Kubernetes
6 125 (3.86%) Terraform
7 84 (2.59%) HAProxy
8 74 (2.28%) ZABBIX
9 47 (1.45%) Icinga
10 39 (1.20%) logstash
11 37 (1.14%) Cacti
11 37 (1.14%) Mesos
12 35 (1.08%) Salt
13 33 (1.02%) Graphite
14 28 (0.86%) Hadoop YARN
15 23 (0.71%) cPanel
15 23 (0.71%) Kibana
16 20 (0.62%) Tivoli
17 18 (0.56%) Grafana
17 18 (0.56%) Red Hat Satellite
Vendors
1 561 (17.32%) Oracle
2 360 (11.11%) Red Hat
3 334 (10.31%) VMware
4 259 (8.00%) Microsoft
5 154 (4.75%) Google
6 152 (4.69%) Zend
7 139 (4.29%) IBM
8 108 (3.33%) Cisco
9 93 (2.87%) HP
10 83 (2.56%) Atlassian
11 74 (2.28%) Citrix
12 67 (2.07%) Sybase
13 60 (1.85%) Splunk
14 54 (1.67%) Perforce
15 50 (1.54%) SaltStack
16 49 (1.51%) Hortonworks
17 43 (1.33%) CA Agile Central
17 43 (1.33%) EMC
17 43 (1.33%) NetApp
18 40 (1.23%) Cloudera