Period
to 24 May 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 24 May 2018 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 218 187 164
Rank change year-on-year -31 -23 -27
Permanent jobs citing Apache 2,734 3,131 4,211
As % of all permanent IT jobs advertised in the UK 1.59% 1.85% 2.10%
As % of the Application Platforms category 9.43% 10.37% 11.13%
Number of salaries quoted 2,182 2,605 3,668
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £29,750 £30,250 £29,750
90th Percentile £80,000 £81,250 £71,250
UK excluding London median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +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 29,006 30,204 37,845
As % of all permanent IT jobs advertised in the UK 16.82% 17.84% 18.85%
Number of salaries quoted 23,511 24,972 31,900
UK median annual salary £50,000 £46,000 £45,000
Median salary % change year-on-year +8.70% +2.22% -
10th Percentile £27,750 £26,750 £26,250
90th Percentile £80,000 £75,000 £72,500
UK excluding London median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 24 May 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 24 May 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 -25 2,639 £50,000 - 407
UK excluding London +2 1,585 £45,000 +5.88% 257
London -53 1,119 £62,000 +3.33% 168
South East -13 517 £47,500 +5.56% 66
North of England +3 334 £42,500 +6.25% 67
South West +15 274 £45,000 +20.00% 54
Midlands -17 226 £47,500 +31.94% 25
North West +28 217 £42,500 +6.25% 34
West Midlands +26 184 £47,000 +30.56% 19
East of England -18 169 £51,250 +20.59% 27
Yorkshire -17 106 £45,000 +5.88% 25
Scotland -45 45 £37,000 -26.00% 12
East Midlands -65 42 £52,500 +23.53% 6
Wales +21 21 £42,500 +4.29% 4
North East -20 11 £31,250 -16.11% 8
Northern Ireland - 3 £52,500 - 2

For the 6 months to 24 May 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 1,736 (63.50%) Linux
2 1,168 (42.72%) Java
3 1,164 (42.57%) MySQL
4 942 (34.46%) Agile Software Development
5 885 (32.37%) JavaScript
6 795 (29.08%) PHP
7 793 (29.01%) HTML
8 788 (28.82%) Tomcat
9 780 (28.53%) Python
10 741 (27.10%) SQL
11 732 (26.77%) LAMP
12 704 (25.75%) CSS
13 682 (24.95%) Git (software)
14 672 (24.58%) DevOps
15 669 (24.47%) Amazon AWS
16 555 (20.30%) Windows
17 546 (19.97%) Web Services
18 526 (19.24%) Jenkins
19 524 (19.17%) Oracle
20 466 (17.04%) Puppet
21 438 (16.02%) nginx
22 414 (15.14%) SQL Server
23 409 (14.96%) Finance
24 406 (14.85%) Bash Shell
25 401 (14.67%) Perl
25 401 (14.67%) Unix
26 394 (14.41%) Docker
27 380 (13.90%) MVC
28 376 (13.75%) Software Engineering
29 362 (13.24%) 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
1 788 (28.82%) Tomcat
2 438 (16.02%) nginx
3 351 (12.84%) Apache Spark
4 299 (10.94%) IIS
5 230 (8.41%) JBoss
6 153 (5.60%) CMS
7 149 (5.45%) WebSphere
8 144 (5.27%) WebLogic
9 119 (4.35%) Confluence
9 119 (4.35%) Elasticsearch
10 86 (3.15%) Apache Solr
11 78 (2.85%) OpenStack
12 77 (2.82%) WordPress
13 76 (2.78%) Drupal
14 68 (2.49%) Jetty
15 50 (1.83%) WebSphere Application Server
16 43 (1.57%) SAS
17 42 (1.54%) Oracle HTTP Server
18 32 (1.17%) Mule
19 31 (1.13%) Apache Pig
Applications
1 30 (1.10%) Microsoft Office
2 19 (0.69%) Microsoft Excel
3 16 (0.59%) SPSS
4 15 (0.55%) Photoshop
5 7 (0.26%) Weka
6 6 (0.22%) Adobe Illustrator
7 5 (0.18%) Stata
8 4 (0.15%) InDesign
9 3 (0.11%) Adobe Creative Suite
9 3 (0.11%) Fireworks
10 2 (0.073%) Chatbot
10 2 (0.073%) FreeHand
11 1 (0.037%) 3ds Max
11 1 (0.037%) GNU Octave
11 1 (0.037%) HipChat
11 1 (0.037%) Maya
11 1 (0.037%) Microsoft PowerPoint
11 1 (0.037%) MS Visio
11 1 (0.037%) Spreadsheet
Business Applications
1 36 (1.32%) Magento
2 29 (1.06%) thinkFolio
3 27 (0.99%) Payment Gateway
4 12 (0.44%) Oracle Procure-to-Pay
4 12 (0.44%) SAP Hybris
5 8 (0.29%) Dynamics CRM
6 5 (0.18%) Dynamics AX
6 5 (0.18%) ResourceLink
7 4 (0.15%) Remedy ITSM
7 4 (0.15%) Salesforce.com CRM
8 3 (0.11%) WebTrends
9 2 (0.073%) Dynamics NAV
9 2 (0.073%) FLEXCUBE
9 2 (0.073%) Fredhopper
9 2 (0.073%) Oracle Applications
9 2 (0.073%) Oracle EBS R12
10 1 (0.037%) Eikon
10 1 (0.037%) Oracle AML
10 1 (0.037%) Shopify
10 1 (0.037%) Temenos T24
Cloud Services
1 669 (24.47%) Amazon AWS
2 264 (9.66%) Microsoft Azure
3 186 (6.80%) SaaS
4 117 (4.28%) Amazon EC2
5 104 (3.80%) Google Cloud Platform
6 72 (2.63%) GitHub
7 70 (2.56%) Amazon S3
8 59 (2.16%) AWS CloudFormation
9 48 (1.76%) Cloud Computing
10 47 (1.72%) PaaS
11 45 (1.65%) Office 365
12 39 (1.43%) Amazon ELB
13 38 (1.39%) IaaS
13 38 (1.39%) Route 53
14 36 (1.32%) Virtual Private Cloud
15 33 (1.21%) Serverless
16 29 (1.06%) Cloudflare
17 26 (0.95%) AWS Lambda
18 22 (0.80%) Amazon ElastiCache
19 21 (0.77%) OpenShift
Communications & Networking
1 253 (9.25%) TCP/IP
2 224 (8.19%) DNS
3 200 (7.32%) Firewall
4 186 (6.80%) HTTP
5 138 (5.05%) Internet
6 97 (3.55%) SSL
7 96 (3.51%) SAN
8 65 (2.38%) DHCP
9 62 (2.27%) VPN
10 58 (2.12%) Kerberos
10 58 (2.12%) NAS
11 49 (1.79%) Wireshark
12 48 (1.76%) Network Security
13 36 (1.32%) WAN
14 35 (1.28%) SSH
15 34 (1.24%) LAN
16 32 (1.17%) SMS
17 27 (0.99%) VoIP
18 24 (0.88%) FTP
19 23 (0.84%) VLAN
Database & Business Intelligence
1 1,164 (42.57%) MySQL
2 414 (15.14%) SQL Server
3 335 (12.25%) Hadoop
4 290 (10.61%) Big Data
5 252 (9.22%) NoSQL
6 229 (8.38%) PostgreSQL
7 225 (8.23%) MongoDB
7 225 (8.23%) Relational Database
8 151 (5.52%) Apache Cassandra
9 132 (4.83%) Redis
10 101 (3.69%) RDBMS
11 100 (3.66%) Oracle Database
12 92 (3.37%) Apache Hive
13 84 (3.07%) HBase
14 57 (2.08%) MariaDB
15 55 (2.01%) Amazon RDS
16 48 (1.76%) Data Warehouse
17 45 (1.65%) Neo4j
18 29 (1.06%) Data Lake
18 29 (1.06%) QlikView
Development Applications
1 682 (24.95%) Git (software)
2 526 (19.24%) Jenkins
3 243 (8.89%) JIRA
4 238 (8.71%) Subversion
5 213 (7.79%) Maven
6 163 (5.96%) JUnit
7 130 (4.75%) Selenium
8 109 (3.99%) Atlassian Bamboo
9 107 (3.91%) Cucumber
10 88 (3.22%) Bitbucket
11 77 (2.82%) Eclipse
12 74 (2.71%) Vagrant
13 68 (2.49%) Ant
14 63 (2.30%) Gradle
15 57 (2.08%) TeamCity
16 54 (1.98%) Grunt
17 42 (1.54%) TestNG
18 37 (1.35%) GoCD
19 35 (1.28%) Mercurial
20 33 (1.21%) Octopus Deploy
General
1 409 (14.96%) Finance
2 181 (6.62%) Banking
3 152 (5.56%) Retail
4 75 (2.74%) Marketing
5 69 (2.52%) Games
6 57 (2.08%) Telecoms
7 51 (1.87%) Front Office
8 46 (1.68%) Investment Banking
9 36 (1.32%) Advertising
10 34 (1.24%) Financial Institution
11 33 (1.21%) Italian Language
12 30 (1.10%) French Language
13 29 (1.06%) German Language
14 26 (0.95%) Law
15 23 (0.84%) Legal
16 20 (0.73%) Back Office
17 15 (0.55%) Billing
18 14 (0.51%) Retail Banking
19 12 (0.44%) Pharmaceutical
20 10 (0.37%) Manufacturing
Job Titles
1 1,120 (40.97%) Developer
2 365 (13.35%) PHP Developer
3 362 (13.24%) Java Developer
4 242 (8.85%) Senior Developer
5 241 (8.81%) DevOps Engineer
6 206 (7.53%) Linux Engineer
7 192 (7.02%) Administrator
8 162 (5.93%) Support Engineer
8 162 (5.93%) Systems Administrator
9 159 (5.82%) Linux Administrator
10 148 (5.41%) Applications Support
11 143 (5.23%) Linux Systems Administrator
12 138 (5.05%) Web Developer
13 134 (4.90%) Architect
14 119 (4.35%) Software Engineer
15 116 (4.24%) Analyst
16 114 (4.17%) Applications Engineer
17 107 (3.91%) Lead Developer
18 103 (3.77%) Senior PHP Developer
19 101 (3.69%) Applications Support Engineer
Libraries, Frameworks & Software Standards
1 793 (29.01%) HTML
2 732 (26.77%) LAMP
3 704 (25.75%) CSS
4 546 (19.97%) Web Services
5 348 (12.73%) Spring
6 318 (11.63%) jQuery
7 278 (10.17%) AngularJS
8 247 (9.03%) XML
9 222 (8.12%) HTML5
10 210 (7.68%) .NET
11 203 (7.43%) REST
12 199 (7.28%) J2EE
13 192 (7.02%) Ajax
14 184 (6.73%) RESTful
15 176 (6.44%) Kafka
16 168 (6.14%) JSON
17 163 (5.96%) SOAP
18 160 (5.85%) Node.js
19 159 (5.82%) LEMP Stack
20 156 (5.71%) Hibernate
Miscellaneous
1 230 (8.41%) Computer Science
2 182 (6.66%) Analytical Skills
3 112 (4.10%) Linux Command Line
4 104 (3.80%) Fintech
4 104 (3.80%) User Experience
5 98 (3.58%) Data Centre
6 95 (3.47%) Greenfield Project
7 92 (3.37%) Enterprise Software
8 83 (3.04%) Mobile App
9 79 (2.89%) Algorithms
10 72 (2.63%) Self-Motivation
11 63 (2.30%) Management Information System
12 57 (2.08%) Data Structures
13 56 (2.05%) Hedge funds
14 43 (1.57%) Public Cloud
15 42 (1.54%) Fixed Income
16 36 (1.32%) Derivative
17 33 (1.21%) Wiki
18 30 (1.10%) Clustering
18 30 (1.10%) Foreign Exchange (FX)
Operating Systems
1 1,736 (63.50%) Linux
2 555 (20.30%) Windows
3 401 (14.67%) Unix
4 284 (10.39%) Red Hat Enterprise Linux
5 262 (9.58%) CentOS
6 195 (7.13%) Windows Server
7 153 (5.60%) Ubuntu
8 81 (2.96%) Debian
9 48 (1.76%) Windows Server 2008
10 46 (1.68%) Solaris
11 45 (1.65%) Windows Server 2012
12 42 (1.54%) AIX
13 38 (1.39%) HPUX
14 32 (1.17%) Android
15 19 (0.69%) Amazon Linux
15 19 (0.69%) Apple iOS
16 16 (0.59%) SUSE
17 13 (0.48%) FreeBSD
18 12 (0.44%) Mac OS X
19 11 (0.40%) openSUSE
Processes & Methodologies
1 942 (34.46%) Agile Software Development
2 672 (24.58%) DevOps
3 380 (13.90%) MVC
4 376 (13.75%) Software Engineering
5 362 (13.24%) Open Source
6 343 (12.55%) Continuous Integration
7 327 (11.96%) Scrum
8 304 (11.12%) Web Development
9 276 (10.10%) Configuration Management
10 271 (9.91%) E-Commerce
11 269 (9.84%) Analytics
12 244 (8.92%) Problem-Solving
13 239 (8.74%) TDD
14 231 (8.45%) Test Automation
15 229 (8.38%) OO
16 217 (7.94%) OOP
17 189 (6.91%) ITIL
18 178 (6.51%) Mentoring
19 158 (5.78%) Unit Testing
20 138 (5.05%) Deployment Automation
Programming Languages
1 1,168 (42.72%) Java
2 885 (32.37%) JavaScript
3 795 (29.08%) PHP
4 780 (28.53%) Python
5 741 (27.10%) SQL
6 406 (14.85%) Bash Shell
7 401 (14.67%) Perl
8 262 (9.58%) Ruby
9 194 (7.10%) C#
10 182 (6.66%) PowerShell
11 178 (6.51%) C++
12 168 (6.14%) Shell Script
13 162 (5.93%) Scala
14 89 (3.26%) T-SQL
15 72 (2.63%) Java 8
16 60 (2.19%) R
17 58 (2.12%) C
17 58 (2.12%) Groovy
17 58 (2.12%) PL/SQL
18 48 (1.76%) Go
Qualifications
1 314 (11.49%) Degree
2 91 (3.33%) Computer Science Degree
3 54 (1.98%) Security Cleared
4 47 (1.72%) RHCE
5 43 (1.57%) CISSP
6 35 (1.28%) AWS Certification
7 32 (1.17%) Microsoft Certification
8 31 (1.13%) GCIH
9 29 (1.06%) PhD
10 28 (1.02%) Cisco Certification
11 25 (0.91%) OSCP
12 24 (0.88%) CCNA
12 24 (0.88%) CEH
12 24 (0.88%) RHCSA
13 23 (0.84%) Master's Degree
14 19 (0.69%) VMware Certified Professional (VCP)
15 18 (0.66%) SC Cleared
16 16 (0.59%) GIAC
17 15 (0.55%) DV Cleared
18 13 (0.48%) MCSE
Quality Assurance & Compliance
1 122 (4.46%) QA
2 43 (1.57%) Data Quality
3 29 (1.06%) PCI DSS
4 28 (1.02%) ISO/IEC 27001
5 26 (0.95%) GCP
6 21 (0.77%) SLA
7 11 (0.40%) GPG13
8 6 (0.22%) GDPR
9 5 (0.18%) HIPAA
9 5 (0.18%) PA-DSS
9 5 (0.18%) PMO
10 4 (0.15%) Cyber Essentials
10 4 (0.15%) ISO 9001
11 2 (0.073%) Dodd-Frank
11 2 (0.073%) EMIR
11 2 (0.073%) MiFID
12 1 (0.037%) ISO/IEC 20000
System Software
1 394 (14.41%) Docker
2 210 (7.68%) VMware Infrastructure
3 172 (6.29%) Active Directory
4 80 (2.93%) Hyper-V
5 72 (2.63%) HDFS
6 62 (2.27%) KVM
7 41 (1.50%) Oracle RAC
8 36 (1.32%) Varnish
9 25 (0.91%) VMware ESXi
10 22 (0.80%) Apache ZooKeeper
10 22 (0.80%) Postfix
11 20 (0.73%) Apache Flume
11 20 (0.73%) Snort
12 18 (0.66%) iptables
13 17 (0.62%) NFS
14 16 (0.59%) Virtual Machines
15 15 (0.55%) VirtualBox
16 14 (0.51%) Veritas Volume Manager
16 14 (0.51%) vSphere
16 14 (0.51%) XenServer
Systems Management
1 466 (17.04%) Puppet
2 329 (12.03%) Ansible
3 282 (10.31%) Opscode Chef
4 165 (6.04%) Nagios
5 150 (5.49%) Kubernetes
6 122 (4.46%) Terraform
7 83 (3.04%) HAProxy
8 46 (1.68%) Salt
9 44 (1.61%) Kibana
10 38 (1.39%) logstash
11 36 (1.32%) ZABBIX
12 31 (1.13%) Icinga
13 30 (1.10%) SCCM
14 26 (0.95%) Cacti
14 26 (0.95%) Mesos
15 23 (0.84%) SCOM
16 20 (0.73%) Grafana
16 20 (0.73%) Suricata
17 19 (0.69%) Docker Swarm
17 19 (0.69%) QRadar
Vendors
1 524 (19.17%) Oracle
2 337 (12.33%) Red Hat
3 289 (10.57%) VMware
4 220 (8.05%) Microsoft
5 133 (4.86%) Google
6 94 (3.44%) Zend
7 90 (3.29%) Splunk
8 83 (3.04%) Cisco
9 76 (2.78%) WorldPay
10 75 (2.74%) IBM
11 70 (2.56%) Cloudera
12 65 (2.38%) Atlassian
13 63 (2.30%) Hortonworks
13 63 (2.30%) Sun
14 55 (2.01%) Tableau
15 40 (1.46%) hybris
16 37 (1.35%) Citrix
16 37 (1.35%) Informatica
17 35 (1.28%) Adobe
17 35 (1.28%) Talend