Period
to 17 February 2018

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

Apache HTTP Server (httpd)
UK
6 months to
17 Feb 2018
Same period 2017 Same period 2016
Rank 211 178 153
Rank change year-on-year -33 -25 -19
Permanent jobs citing Apache 2,863 3,367 4,638
As % of all permanent IT jobs advertised in the UK 1.63% 1.92% 2.20%
As % of the Application Platforms category 9.66% 10.77% 11.62%
Number of salaries quoted 2,301 2,754 4,017
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £30,000 £29,250
90th Percentile £80,000 £80,000 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

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 29,629 31,263 39,908
As % of all permanent IT jobs advertised in the UK 16.92% 17.80% 18.93%
Number of salaries quoted 24,445 26,165 33,400
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,500 £26,250
90th Percentile £77,500 £75,000 £73,099
UK excluding London median annual salary £41,000 £40,000 £40,000
% change year-on-year +2.50% - +2.56%

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 17 February 2018.

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 17 February 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
England -31 2,742 £50,000 - 434
UK excluding London -8 1,642 £42,500 - 292
London -48 1,180 £60,000 - 160
South East -26 583 £40,000 -14.89% 67
North of England +36 363 £42,500 +11.84% 83
North West +47 258 £42,500 +21.43% 46
South West +3 227 £42,500 +21.11% 50
Midlands -35 216 £45,000 +12.50% 43
West Midlands +2 170 £42,500 +13.33% 22
East of England -30 168 £45,000 -10.00% 31
Yorkshire -6 93 £45,000 +5.88% 30
Scotland -27 56 £37,500 -23.08% 9
East Midlands -50 46 £45,000 +5.88% 21
Wales -15 27 £39,000 +4.00% 9
North East -25 12 £36,250 +5.84% 7
Northern Ireland - 3 - -

For the 6 months to 17 February 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 with a requirement for Apache.

1 1,868 (65.25%) Linux
2 1,324 (46.25%) MySQL
3 1,123 (39.22%) Java
4 1,016 (35.49%) Agile Software Development
5 954 (33.32%) JavaScript
6 890 (31.09%) PHP
7 848 (29.62%) HTML
8 810 (28.29%) Tomcat
9 794 (27.73%) LAMP
10 792 (27.66%) CSS
11 757 (26.44%) SQL
12 726 (25.36%) Python
13 707 (24.69%) Amazon AWS
14 683 (23.86%) DevOps
15 672 (23.47%) Git (software)
16 632 (22.07%) Windows
17 617 (21.55%) Web Services
18 521 (18.20%) Jenkins
19 497 (17.36%) Puppet
20 490 (17.11%) nginx
21 479 (16.73%) Oracle
22 472 (16.49%) Finance
23 452 (15.79%) SQL Server
24 447 (15.61%) Unix
25 422 (14.74%) MVC
26 410 (14.32%) jQuery
27 383 (13.38%) Continuous Integration
28 364 (12.71%) Docker
29 356 (12.43%) Opscode Chef
29 356 (12.43%) Open Source

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
1 810 (28.29%) Tomcat
2 490 (17.11%) nginx
3 337 (11.77%) Apache Spark
4 330 (11.53%) IIS
5 202 (7.06%) JBoss
6 173 (6.04%) Elasticsearch
7 129 (4.51%) CMS
7 129 (4.51%) WebSphere
8 122 (4.26%) WebLogic
9 113 (3.95%) Confluence
10 83 (2.90%) Drupal
11 81 (2.83%) Apache Solr
12 78 (2.72%) WordPress
13 72 (2.51%) OpenStack
14 70 (2.44%) Jetty
15 43 (1.50%) Mule
16 40 (1.40%) WebSphere Application Server
17 35 (1.22%) Apache Pig
18 34 (1.19%) SAS
19 30 (1.05%) GlassFish
Applications
1 29 (1.01%) Microsoft Office
2 24 (0.84%) SPSS
3 17 (0.59%) Microsoft Excel
4 10 (0.35%) Photoshop
5 7 (0.24%) Microsoft PowerPoint
6 6 (0.21%) Weka
7 5 (0.17%) Microsoft Project
8 4 (0.14%) Adobe Illustrator
8 4 (0.14%) InDesign
8 4 (0.14%) Stata
9 3 (0.10%) Adobe Creative Suite
10 1 (0.035%) FreeHand
10 1 (0.035%) GNU Octave
10 1 (0.035%) HipChat
Business Applications
1 38 (1.33%) Magento
2 22 (0.77%) Payment Gateway
3 11 (0.38%) Oracle Procure-to-Pay
4 10 (0.35%) Dynamics AX
4 10 (0.35%) ResourceLink
5 6 (0.21%) Dynamics CRM
6 5 (0.17%) Oracle EBS
7 3 (0.10%) Oracle Applications
7 3 (0.10%) thinkFolio
8 2 (0.070%) Dynamics NAV
8 2 (0.070%) Remedy ITSM
8 2 (0.070%) SAP Hybris
8 2 (0.070%) WebTrends
9 1 (0.035%) FLEXCUBE
9 1 (0.035%) Oracle Cash Management
9 1 (0.035%) Oracle Retail
9 1 (0.035%) Salesforce.com CRM
9 1 (0.035%) ScheduALL
Cloud Services
1 707 (24.69%) Amazon AWS
2 231 (8.07%) Microsoft Azure
3 120 (4.19%) SaaS
4 117 (4.09%) GitHub
5 116 (4.05%) Amazon EC2
6 94 (3.28%) Google Cloud Platform
7 66 (2.31%) Amazon S3
8 65 (2.27%) AWS CloudFormation
9 52 (1.82%) Cloud Computing
10 39 (1.36%) Amazon ELB
10 39 (1.36%) PaaS
11 34 (1.19%) Route 53
12 32 (1.12%) IaaS
13 27 (0.94%) Office 365
14 24 (0.84%) Serverless
15 23 (0.80%) Google Analytics
16 21 (0.73%) Amazon CloudWatch
16 21 (0.73%) Amazon EMR
17 17 (0.59%) Cloudflare
18 15 (0.52%) AWS Lambda
Communications & Networking
1 253 (8.84%) TCP/IP
2 213 (7.44%) Firewall
3 210 (7.33%) DNS
4 173 (6.04%) HTTP
5 150 (5.24%) Internet
6 99 (3.46%) SAN
7 87 (3.04%) DHCP
8 82 (2.86%) VPN
9 69 (2.41%) SSL
10 58 (2.03%) Network Security
11 39 (1.36%) SMS
12 38 (1.33%) NAS
13 37 (1.29%) FTP
14 36 (1.26%) Kerberos
15 32 (1.12%) LAN
16 30 (1.05%) SSH
17 29 (1.01%) WAN
18 28 (0.98%) Wireshark
19 25 (0.87%) VLAN
20 24 (0.84%) VoIP
Database & Business Intelligence
1 1,324 (46.25%) MySQL
2 452 (15.79%) SQL Server
3 334 (11.67%) Hadoop
4 296 (10.34%) Big Data
5 274 (9.57%) MongoDB
6 252 (8.80%) NoSQL
7 243 (8.49%) PostgreSQL
8 198 (6.92%) Relational Database
9 145 (5.06%) Apache Cassandra
10 126 (4.40%) Redis
11 108 (3.77%) HBase
12 97 (3.39%) Oracle Database
13 96 (3.35%) Apache Hive
14 91 (3.18%) RDBMS
15 61 (2.13%) Amazon RDS
16 54 (1.89%) MariaDB
17 37 (1.29%) DB2
18 34 (1.19%) SQL Server Reporting Services
19 31 (1.08%) Data Warehouse
20 28 (0.98%) QlikView
Development Applications
1 672 (23.47%) Git (software)
2 521 (18.20%) Jenkins
3 269 (9.40%) JIRA
4 235 (8.21%) Subversion
5 222 (7.75%) Maven
6 142 (4.96%) JUnit
7 126 (4.40%) Selenium
8 115 (4.02%) Eclipse
9 103 (3.60%) Atlassian Bamboo
10 93 (3.25%) Ant
11 86 (3.00%) Cucumber
12 85 (2.97%) TeamCity
13 76 (2.65%) Vagrant
14 74 (2.58%) Hudson
15 62 (2.17%) gulp
16 57 (1.99%) Bitbucket
17 55 (1.92%) Grunt
18 49 (1.71%) Gradle
19 42 (1.47%) Octopus Deploy
19 42 (1.47%) PHPUnit
General
1 472 (16.49%) Finance
2 209 (7.30%) Banking
3 120 (4.19%) Retail
4 90 (3.14%) Investment Banking
5 84 (2.93%) Marketing
6 76 (2.65%) Retail Banking
7 66 (2.31%) Games
8 62 (2.17%) Telecoms
9 51 (1.78%) Front Office
10 44 (1.54%) Advertising
11 34 (1.19%) Legal
12 29 (1.01%) Law
13 25 (0.87%) Corporate Banking
13 25 (0.87%) Private Banking
14 22 (0.77%) Billing
15 19 (0.66%) Back Office
15 19 (0.66%) Online Betting
16 17 (0.59%) Manufacturing
17 16 (0.56%) Pharmaceutical
17 16 (0.56%) Publishing
Job Titles
1 1,168 (40.80%) Developer
2 423 (14.77%) PHP Developer
3 343 (11.98%) Java Developer
4 281 (9.81%) DevOps Engineer
5 269 (9.40%) Administrator
6 257 (8.98%) Senior Developer
7 222 (7.75%) Linux Administrator
7 222 (7.75%) Systems Administrator
8 193 (6.74%) Linux Systems Administrator
9 174 (6.08%) Linux Engineer
10 155 (5.41%) Web Developer
11 150 (5.24%) Analyst
12 149 (5.20%) Applications Support
13 135 (4.72%) Support Engineer
14 104 (3.63%) Architect
15 102 (3.56%) Linux/Unix DevOps
16 101 (3.53%) Applications Engineer
16 101 (3.53%) Senior PHP Developer
17 100 (3.49%) PHP Web Developer
18 95 (3.32%) Software Engineer
Libraries, Frameworks & Software Standards
1 848 (29.62%) HTML
2 794 (27.73%) LAMP
3 792 (27.66%) CSS
4 617 (21.55%) Web Services
5 410 (14.32%) jQuery
6 355 (12.40%) Spring
7 325 (11.35%) XML
8 305 (10.65%) AngularJS
9 281 (9.81%) REST
10 272 (9.50%) HTML5
11 258 (9.01%) J2EE
12 246 (8.59%) JSON
13 241 (8.42%) SOAP
14 223 (7.79%) Ajax
15 194 (6.78%) LEMP Stack
16 193 (6.74%) Node.js
17 176 (6.15%) RESTful
18 172 (6.01%) .NET
19 164 (5.73%) Kafka
20 161 (5.62%) Twitter Bootstrap
Miscellaneous
1 237 (8.28%) Computer Science
2 221 (7.72%) Analytical Skills
3 134 (4.68%) Data Centre
4 112 (3.91%) User Experience
5 109 (3.81%) Mobile App
6 97 (3.39%) Fintech
7 96 (3.35%) Greenfield Project
8 79 (2.76%) Linux Command Line
9 78 (2.72%) Algorithms
9 78 (2.72%) Enterprise Software
10 52 (1.82%) Clustering
11 36 (1.26%) Foreign Exchange (FX)
11 36 (1.26%) Management Information System
12 33 (1.15%) Public Cloud
13 32 (1.12%) Data Structures
14 29 (1.01%) Virtual Team
15 25 (0.87%) Derivative
15 25 (0.87%) Replication
15 25 (0.87%) Wiki
16 23 (0.80%) Client/Server
Operating Systems
1 1,868 (65.25%) Linux
2 632 (22.07%) Windows
3 447 (15.61%) Unix
4 308 (10.76%) CentOS
5 232 (8.10%) Red Hat Enterprise Linux
6 226 (7.89%) Windows Server
7 222 (7.75%) Ubuntu
8 110 (3.84%) Debian
9 85 (2.97%) Solaris
10 54 (1.89%) Windows Server 2012
11 52 (1.82%) Windows Server 2008
12 39 (1.36%) Android
13 34 (1.19%) AIX
14 29 (1.01%) HPUX
14 29 (1.01%) SUSE
15 28 (0.98%) Apple iOS
16 18 (0.63%) Amazon Linux
17 17 (0.59%) Windows 7
18 16 (0.56%) Windows 10
19 14 (0.49%) Windows Server 2003
Processes & Methodologies
1 1,016 (35.49%) Agile Software Development
2 683 (23.86%) DevOps
3 422 (14.74%) MVC
4 383 (13.38%) Continuous Integration
5 356 (12.43%) Open Source
6 343 (11.98%) Scrum
7 332 (11.60%) Configuration Management
8 320 (11.18%) Software Engineering
9 314 (10.97%) Web Development
10 309 (10.79%) TDD
11 304 (10.62%) E-Commerce
12 280 (9.78%) OOP
13 270 (9.43%) Analytics
14 258 (9.01%) OO
15 229 (8.00%) Test Automation
16 218 (7.61%) Mentoring
17 208 (7.27%) BDD
18 165 (5.76%) Microservices
19 163 (5.69%) ITIL
20 147 (5.13%) ETL
Programming Languages
1 1,123 (39.22%) Java
2 954 (33.32%) JavaScript
3 890 (31.09%) PHP
4 757 (26.44%) SQL
5 726 (25.36%) Python
6 350 (12.22%) Bash Shell
7 336 (11.74%) Perl
8 274 (9.57%) Ruby
9 221 (7.72%) Shell Script
10 177 (6.18%) C++
11 175 (6.11%) PowerShell
12 159 (5.55%) Scala
13 158 (5.52%) C#
14 93 (3.25%) Groovy
15 78 (2.72%) T-SQL
16 73 (2.55%) PHP 5
17 61 (2.13%) PL/SQL
18 55 (1.92%) C
18 55 (1.92%) Go
19 53 (1.85%) R
Qualifications
1 319 (11.14%) Degree
2 93 (3.25%) Computer Science Degree
3 83 (2.90%) Security Cleared
4 51 (1.78%) SC Cleared
5 44 (1.54%) RHCE
6 43 (1.50%) Microsoft Certification
7 35 (1.22%) Master's Degree
8 31 (1.08%) RHCSA
9 30 (1.05%) Cisco Certification
10 28 (0.98%) CCNA
11 26 (0.91%) CISSP
11 26 (0.91%) VMware Certified Professional (VCP)
12 22 (0.77%) AWS Certification
13 21 (0.73%) PhD
14 18 (0.63%) DV Cleared
15 17 (0.59%) GCIH
16 15 (0.52%) Citrix Certification
16 15 (0.52%) GIAC
17 13 (0.45%) ITIL Certification
17 13 (0.45%) OSCP
Quality Assurance & Compliance
1 106 (3.70%) QA
2 45 (1.57%) Data Quality
3 30 (1.05%) ISO/IEC 27001
4 27 (0.94%) SLA
5 25 (0.87%) PCI DSS
6 16 (0.56%) GCP
7 12 (0.42%) GPG13
8 5 (0.17%) Disclosure Scotland
8 5 (0.17%) GDPR
8 5 (0.17%) PMO
9 4 (0.14%) HIPAA
9 4 (0.14%) ISO/IEC 20000
9 4 (0.14%) Sarbanes-Oxley
9 4 (0.14%) Solvency II
10 3 (0.10%) EMIR
10 3 (0.10%) MiFID
11 2 (0.070%) Dodd-Frank
11 2 (0.070%) PA-DSS
12 1 (0.035%) DICOM
12 1 (0.035%) HL7
System Software
1 364 (12.71%) Docker
2 214 (7.47%) VMware Infrastructure
3 142 (4.96%) Active Directory
4 72 (2.51%) HDFS
5 68 (2.38%) Hyper-V
6 55 (1.92%) KVM
7 48 (1.68%) Varnish
8 46 (1.61%) Samba
9 40 (1.40%) VMware ESXi
10 34 (1.19%) iptables
11 32 (1.12%) vSphere
12 28 (0.98%) Apache Flume
13 21 (0.73%) Apache ZooKeeper
14 19 (0.66%) Virtual Machines
15 18 (0.63%) NFS
16 14 (0.49%) Oracle RAC
16 14 (0.49%) Squid
17 13 (0.45%) Postfix
18 12 (0.42%) Snort
18 12 (0.42%) VirtualBox
Systems Management
1 497 (17.36%) Puppet
2 356 (12.43%) Opscode Chef
3 353 (12.33%) Ansible
4 195 (6.81%) Nagios
5 131 (4.58%) Kubernetes
6 125 (4.37%) Terraform
7 72 (2.51%) HAProxy
8 60 (2.10%) ZABBIX
9 43 (1.50%) Kibana
10 41 (1.43%) Cacti
11 40 (1.40%) Salt
12 39 (1.36%) logstash
13 34 (1.19%) Icinga
14 33 (1.15%) Mesos
15 24 (0.84%) Graphite
16 22 (0.77%) Hadoop YARN
17 21 (0.73%) SCCM
18 17 (0.59%) Ambari
18 17 (0.59%) SCOM
19 16 (0.56%) Red Hat Satellite
Vendors
1 479 (16.73%) Oracle
2 312 (10.90%) Red Hat
3 297 (10.37%) VMware
4 236 (8.24%) Microsoft
5 163 (5.69%) Zend
6 160 (5.59%) Google
7 94 (3.28%) Cisco
8 82 (2.86%) IBM
9 64 (2.24%) Splunk
10 57 (1.99%) Atlassian
10 57 (1.99%) Sun
11 53 (1.85%) HP
12 51 (1.78%) Citrix
13 49 (1.71%) Hortonworks
14 48 (1.68%) Cloudera
14 48 (1.68%) NetApp
15 44 (1.54%) Adobe
16 41 (1.43%) Juniper
17 40 (1.40%) Tableau
18 38 (1.33%) SolarWinds