Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 233 193 175
Rank change year-on-year -40 -18 -22
Permanent jobs citing Apache 2,470 3,349 3,911
As % of all permanent IT jobs advertised in the UK 1.47% 1.90% 2.04%
As % of the Application Platforms category 8.88% 10.63% 11.05%
Number of salaries quoted 1,980 2,625 3,400
UK median annual salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% - +5.26%
10th Percentile £28,750 £30,750 £30,500
90th Percentile £85,000 £82,500 £75,000
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - -

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 27,806 31,492 35,391
As % of all permanent IT jobs advertised in the UK 16.60% 17.85% 18.49%
Number of salaries quoted 22,340 25,256 30,010
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,000 £27,000 £26,750
90th Percentile £82,500 £76,250 £75,000
UK excluding London median annual salary £43,000 £41,000 £40,000
% change year-on-year +4.88% +2.50% -

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 25 September 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 25 September 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 -42 2,341 £52,500 +5.00% 378
UK excluding London -27 1,319 £44,000 +3.53% 263
London -56 1,101 £60,000 -4.00% 140
South East -22 417 £46,000 +2.22% 69
South West +39 295 £42,500 +6.25% 50
North of England -61 252 £40,000 - 59
Midlands -20 161 £47,500 +18.75% 28
West Midlands -8 127 £47,500 +26.67% 19
North West -89 125 £40,000 - 29
East of England -33 114 £55,000 +37.50% 32
Yorkshire -14 108 £42,500 +6.25% 26
Scotland -2 67 £34,000 -12.82% 16
East Midlands -7 34 £40,000 -5.88% 9
North East -3 19 £34,000 -20.00% 4
Wales +10 14 £42,500 +6.25% 6
Northern Ireland +5 3 £52,500 - 3

For the 6 months to 25 September 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 1,440 (58.30%) Linux
2 1,143 (46.28%) Java
3 887 (35.91%) MySQL
4 884 (35.79%) Agile Software Development
5 843 (34.13%) Python
6 773 (31.30%) JavaScript
7 761 (30.81%) SQL
8 699 (28.30%) DevOps
9 694 (28.10%) HTML
10 662 (26.80%) Tomcat
11 651 (26.36%) Git (software)
12 629 (25.47%) PHP
13 623 (25.22%) Amazon AWS
14 586 (23.72%) CSS
15 583 (23.60%) LAMP
16 505 (20.45%) Jenkins
17 480 (19.43%) Windows
18 477 (19.31%) Oracle
19 444 (17.98%) Spring
20 438 (17.73%) Finance
21 434 (17.57%) Software Engineering
22 400 (16.19%) Bash Shell
23 387 (15.67%) Web Services
24 383 (15.51%) Hadoop
25 382 (15.47%) Puppet
26 380 (15.38%) SQL Server
27 372 (15.06%) Degree
27 372 (15.06%) Open Source
28 368 (14.90%) Apache Spark
29 365 (14.78%) Docker

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
1 662 (26.80%) Tomcat
2 368 (14.90%) Apache Spark
3 289 (11.70%) nginx
4 246 (9.96%) JBoss
5 237 (9.60%) IIS
6 147 (5.95%) Elasticsearch
7 143 (5.79%) Confluence
8 115 (4.66%) WebLogic
9 112 (4.53%) CMS
10 98 (3.97%) WordPress
11 78 (3.16%) WebSphere
12 53 (2.15%) SAS
13 51 (2.06%) Apache Solr
14 48 (1.94%) OpenStack
15 45 (1.82%) Apache Pig
16 44 (1.78%) Drupal
17 33 (1.34%) SharePoint
18 31 (1.26%) Mule
19 27 (1.09%) Jetty
20 25 (1.01%) GlassFish
Applications
1 25 (1.01%) Microsoft Office
2 22 (0.89%) Microsoft Excel
3 8 (0.32%) Photoshop
4 7 (0.28%) Chatbot
5 5 (0.20%) SPSS
6 4 (0.16%) Adobe Illustrator
7 3 (0.12%) 3ds Max
7 3 (0.12%) Fireworks
7 3 (0.12%) Microsoft PowerPoint
8 2 (0.081%) Adobe After Effects
8 2 (0.081%) Adobe Captivate
8 2 (0.081%) Adobe Creative Suite
8 2 (0.081%) Adobe Premiere
8 2 (0.081%) EngageOne
8 2 (0.081%) InDesign
8 2 (0.081%) Weka
9 1 (0.040%) FreeHand
9 1 (0.040%) HipChat
9 1 (0.040%) Maya
9 1 (0.040%) Stata
Business Applications
1 43 (1.74%) thinkFolio
2 41 (1.66%) Magento
3 15 (0.61%) Payment Gateway
4 13 (0.53%) SAP Hybris
5 5 (0.20%) Dynamics CRM
5 5 (0.20%) WebTrends
6 2 (0.081%) Oracle Applications
6 2 (0.081%) Oracle EBS R12
6 2 (0.081%) Salesforce.com CRM
6 2 (0.081%) SAP S/4HANA
6 2 (0.081%) Staffware
6 2 (0.081%) Temenos T24
7 1 (0.040%) Actimize
7 1 (0.040%) Changepoint
7 1 (0.040%) Eloqua
7 1 (0.040%) FLEXCUBE
7 1 (0.040%) Oracle AML
7 1 (0.040%) Remedy ITSM
7 1 (0.040%) ScheduALL
7 1 (0.040%) Shopify
Cloud Services
1 623 (25.22%) Amazon AWS
2 326 (13.20%) Microsoft Azure
3 204 (8.26%) SaaS
4 143 (5.79%) Google Cloud Platform
5 81 (3.28%) Amazon EC2
6 77 (3.12%) GitHub
7 76 (3.08%) Cloud Computing
8 57 (2.31%) AWS CloudFormation
9 53 (2.15%) Amazon S3
9 53 (2.15%) Office 365
10 51 (2.06%) PaaS
11 50 (2.02%) IaaS
12 46 (1.86%) Serverless
13 38 (1.54%) Amazon EMR
14 28 (1.13%) AWS Lambda
14 28 (1.13%) Virtual Private Cloud
15 27 (1.09%) Route 53
16 20 (0.81%) Cortana Intelligence Suite
16 20 (0.81%) npm
17 18 (0.73%) Amazon ELB
Communications & Networking
1 181 (7.33%) DNS
2 175 (7.09%) TCP/IP
3 153 (6.19%) HTTP
4 136 (5.51%) Firewall
5 98 (3.97%) Internet
6 78 (3.16%) SAN
7 62 (2.51%) SSL
8 55 (2.23%) SSH
9 53 (2.15%) Kerberos
9 53 (2.15%) VPN
10 43 (1.74%) WAN
11 42 (1.70%) DHCP
12 41 (1.66%) Network Security
13 39 (1.58%) LAN
14 38 (1.54%) SMTP
15 36 (1.46%) NAS
16 31 (1.26%) Wireshark
17 30 (1.21%) VLAN
18 24 (0.97%) Sourcefire
19 22 (0.89%) iSCSI
Database & Business Intelligence
1 887 (35.91%) MySQL
2 383 (15.51%) Hadoop
3 380 (15.38%) SQL Server
4 354 (14.33%) Big Data
5 280 (11.34%) NoSQL
6 227 (9.19%) MongoDB
7 208 (8.42%) PostgreSQL
8 188 (7.61%) Relational Database
9 129 (5.22%) Apache Hive
10 121 (4.90%) Apache Cassandra
11 92 (3.72%) Redis
12 89 (3.60%) Data Warehouse
13 87 (3.52%) HBase
14 75 (3.04%) RDBMS
15 63 (2.55%) Oracle Database
16 54 (2.19%) Amazon RDS
17 53 (2.15%) Data Lake
18 48 (1.94%) MariaDB
19 44 (1.78%) Neo4j
20 43 (1.74%) Power BI
Development Applications
1 651 (26.36%) Git (software)
2 505 (20.45%) Jenkins
3 271 (10.97%) JIRA
4 212 (8.58%) Subversion
5 181 (7.33%) Maven
6 176 (7.13%) JUnit
7 131 (5.30%) Bitbucket
8 124 (5.02%) Atlassian Bamboo
9 119 (4.82%) Selenium
10 90 (3.64%) Vagrant
11 80 (3.24%) Cucumber
12 68 (2.75%) EasyMock
13 67 (2.71%) Gradle
14 56 (2.27%) TeamCity
15 45 (1.82%) Eclipse
16 44 (1.78%) Visual Studio
17 39 (1.58%) Ant
18 38 (1.54%) Grunt
19 33 (1.34%) Octopus Deploy
19 33 (1.34%) PHPUnit
General
1 438 (17.73%) Finance
2 210 (8.50%) Banking
3 132 (5.34%) Retail
4 100 (4.05%) Marketing
5 76 (3.08%) Front Office
6 68 (2.75%) Telecoms
7 60 (2.43%) Investment Banking
8 51 (2.06%) Games
9 50 (2.02%) Financial Institution
10 43 (1.74%) French Language
10 43 (1.74%) German Language
10 43 (1.74%) Italian Language
11 39 (1.58%) Law
12 36 (1.46%) Advertising
13 27 (1.09%) Manufacturing
14 26 (1.05%) Publishing
15 20 (0.81%) Pharmaceutical
16 18 (0.73%) Spanish Language
17 15 (0.61%) Electronics
18 13 (0.53%) Legal
Job Titles
1 974 (39.43%) Developer
2 363 (14.70%) Java Developer
3 252 (10.20%) PHP Developer
4 244 (9.88%) DevOps Engineer
5 207 (8.38%) Linux Engineer
6 205 (8.30%) Senior Developer
7 163 (6.60%) Software Engineer
8 135 (5.47%) Administrator
9 132 (5.34%) Architect
10 130 (5.26%) Support Engineer
11 121 (4.90%) Systems Administrator
12 115 (4.66%) Software Developer
13 108 (4.37%) Linux Administrator
13 108 (4.37%) Linux Systems Administrator
14 106 (4.29%) Senior Java Developer
15 104 (4.21%) Data Engineer
16 103 (4.17%) Applications Support
16 103 (4.17%) Java Engineer
17 102 (4.13%) Applications Engineer
17 102 (4.13%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 694 (28.10%) HTML
2 586 (23.72%) CSS
3 583 (23.60%) LAMP
4 444 (17.98%) Spring
5 387 (15.67%) Web Services
6 233 (9.43%) AngularJS
7 229 (9.27%) jQuery
8 218 (8.83%) Kafka
9 209 (8.46%) .NET
10 208 (8.42%) Hibernate
11 202 (8.18%) XML
12 197 (7.98%) HTML5
13 174 (7.04%) REST
14 150 (6.07%) Java EE
15 144 (5.83%) Node.js
16 138 (5.59%) SOAP
17 135 (5.47%) RESTful
18 125 (5.06%) JSON
19 123 (4.98%) Laravel
20 121 (4.90%) Ajax
Miscellaneous
1 260 (10.53%) Computer Science
2 170 (6.88%) Analytical Skills
3 99 (4.01%) Fintech
4 92 (3.72%) User Experience
5 91 (3.68%) Algorithms
6 86 (3.48%) Linux Command Line
7 76 (3.08%) Greenfield Project
8 73 (2.96%) Management Information System
9 67 (2.71%) Data Centre
10 65 (2.63%) Hedge funds
11 62 (2.51%) Foreign Exchange (FX)
12 55 (2.23%) Enterprise Software
13 54 (2.19%) Self-Motivation
14 53 (2.15%) Data Structures
14 53 (2.15%) Equities
14 53 (2.15%) Public Cloud
14 53 (2.15%) Wiki
15 52 (2.11%) Fixed Income
16 47 (1.90%) Derivative
17 39 (1.58%) Mobile App
Operating Systems
1 1,440 (58.30%) Linux
2 480 (19.43%) Windows
3 339 (13.72%) Unix
4 246 (9.96%) Red Hat Enterprise Linux
5 235 (9.51%) CentOS
6 144 (5.83%) Windows Server
7 128 (5.18%) Ubuntu
8 57 (2.31%) Android
9 55 (2.23%) Debian
10 54 (2.19%) Windows Server 2008
11 50 (2.02%) Solaris
12 49 (1.98%) Windows Server 2012
13 37 (1.50%) Apple iOS
14 35 (1.42%) SUSE
15 28 (1.13%) AIX
16 27 (1.09%) HPUX
17 15 (0.61%) openSUSE
18 11 (0.45%) CoreOS
18 11 (0.45%) OpenBSD
19 9 (0.36%) Fedora
Processes & Methodologies
1 884 (35.79%) Agile Software Development
2 699 (28.30%) DevOps
3 434 (17.57%) Software Engineering
4 372 (15.06%) Open Source
5 292 (11.82%) Scrum
6 282 (11.42%) Analytics
7 276 (11.17%) Continuous Integration
8 268 (10.85%) Problem-Solving
9 254 (10.28%) MVC
10 253 (10.24%) Web Development
11 236 (9.55%) OO
12 224 (9.07%) TDD
13 200 (8.10%) ITIL
14 196 (7.94%) Configuration Management
15 178 (7.21%) E-Commerce
16 170 (6.88%) Microservices
17 168 (6.80%) Machine Learning
18 160 (6.48%) Test Automation
19 154 (6.23%) OOP
20 151 (6.11%) Data Science
Programming Languages
1 1,143 (46.28%) Java
2 843 (34.13%) Python
3 773 (31.30%) JavaScript
4 761 (30.81%) SQL
5 629 (25.47%) PHP
6 400 (16.19%) Bash Shell
7 363 (14.70%) Perl
8 247 (10.00%) Ruby
9 223 (9.03%) C#
10 219 (8.87%) C++
11 188 (7.61%) Shell Script
12 173 (7.00%) Scala
13 167 (6.76%) PowerShell
14 101 (4.09%) C
15 92 (3.72%) Korn
16 82 (3.32%) Java 8
17 78 (3.16%) R
18 65 (2.63%) PL/SQL
19 63 (2.55%) Bourne shell
20 48 (1.94%) T-SQL
Qualifications
1 372 (15.06%) Degree
2 135 (5.47%) Computer Science Degree
3 47 (1.90%) Security Cleared
4 43 (1.74%) RHCE
5 39 (1.58%) CISSP
6 31 (1.26%) DV Cleared
7 30 (1.21%) CEH
8 29 (1.17%) Microsoft Certification
9 28 (1.13%) GCIH
10 27 (1.09%) OSCP
11 25 (1.01%) RHCSA
12 24 (0.97%) Cisco Certification
13 23 (0.93%) CCNA
14 22 (0.89%) AWS Certification
15 20 (0.81%) PhD
16 18 (0.73%) SC Cleared
17 16 (0.65%) VMware Certified Professional (VCP)
18 14 (0.57%) Master's Degree
19 12 (0.49%) MCSE
20 11 (0.45%) Numerate Degree
Quality Assurance & Compliance
1 89 (3.60%) QA
2 41 (1.66%) Data Quality
3 37 (1.50%) SLA
4 32 (1.30%) ISO/IEC 27001
5 27 (1.09%) PCI DSS
6 13 (0.53%) GDPR
7 11 (0.45%) Cyber Essentials
7 11 (0.45%) GPG13
8 4 (0.16%) ISO 9001
9 2 (0.081%) Cyber Essentials PLUS
9 2 (0.081%) ECSS
9 2 (0.081%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.081%) MiFID
9 2 (0.081%) Sarbanes-Oxley
10 1 (0.040%) HIPAA
10 1 (0.040%) HL7
10 1 (0.040%) PA-DSS
System Software
1 365 (14.78%) Docker
2 158 (6.40%) VMware Infrastructure
3 149 (6.03%) Active Directory
4 84 (3.40%) HDFS
5 49 (1.98%) Hyper-V
6 31 (1.26%) NFS
7 29 (1.17%) KVM
8 24 (0.97%) Oracle RAC
8 24 (0.97%) Snort
8 24 (0.97%) Varnish
9 23 (0.93%) Apache ZooKeeper
9 23 (0.93%) GridGain
9 23 (0.93%) VMware ESXi
10 20 (0.81%) iptables
11 19 (0.77%) Postfix
12 17 (0.69%) Apache Flume
12 17 (0.69%) Virtual Machines
13 16 (0.65%) VirtualBox
14 14 (0.57%) Samba
15 13 (0.53%) Virtual Servers
Systems Management
1 382 (15.47%) Puppet
2 294 (11.90%) Ansible
3 247 (10.00%) Opscode Chef
4 156 (6.32%) Kubernetes
5 111 (4.49%) Terraform
6 100 (4.05%) Nagios
7 65 (2.63%) HAProxy
8 52 (2.11%) ZABBIX
9 50 (2.02%) Salt
10 48 (1.94%) Kibana
11 44 (1.78%) logstash
12 39 (1.58%) Grafana
13 34 (1.38%) Hadoop YARN
14 32 (1.30%) Icinga
15 29 (1.17%) Cacti
16 24 (0.97%) Prometheus
16 24 (0.97%) Red Hat Satellite
16 24 (0.97%) Suricata
17 20 (0.81%) Mesos
17 20 (0.81%) Packer
Vendors
1 477 (19.31%) Oracle
2 303 (12.27%) Red Hat
3 244 (9.88%) Microsoft
4 234 (9.47%) VMware
5 143 (5.79%) Google
6 74 (3.00%) Cisco
7 70 (2.83%) Cloudera
8 63 (2.55%) Tableau
9 60 (2.43%) Atlassian
10 59 (2.39%) Hortonworks
10 59 (2.39%) SAP
11 51 (2.06%) Splunk
12 50 (2.02%) F5
13 48 (1.94%) Zend
14 47 (1.90%) New Relic
15 43 (1.74%) Bloomberg
15 43 (1.74%) FXall
15 43 (1.74%) MarketAxess
15 43 (1.74%) Reuters
15 43 (1.74%) Tradeweb