Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 231 201 178
Rank change year-on-year -30 -23 -24
Permanent jobs citing Apache 2,389 3,140 3,710
As % of all permanent IT jobs advertised in the UK 1.50% 1.75% 1.99%
As % of the Application Platforms category 9.27% 10.11% 10.93%
Number of salaries quoted 1,864 2,448 3,097
UK median annual salary £50,500 £50,000 £50,000
Median salary % change year-on-year +1.00% - +5.26%
10th Percentile £31,250 £27,750 £30,575
90th Percentile £85,000 £82,500 £80,000
UK excluding London median annual salary £45,000 £40,000 £44,500
% change year-on-year +12.50% -10.11% +4.71%

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 25,765 31,051 33,940
As % of all permanent IT jobs advertised in the UK 16.15% 17.31% 18.22%
Number of salaries quoted 20,673 25,205 28,592
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 £83,750 £77,500 £75,000
UK excluding London median annual salary £43,750 £40,000 £40,000
% change year-on-year +9.38% - -

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 12 December 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 12 December 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 -30 2,227 £52,500 +5.00% 359
UK excluding London -8 1,314 £45,000 +12.50% 258
London -56 1,015 £60,000 -4.00% 137
South East -18 411 £50,000 +17.65% 58
North of England -13 306 £45,000 +5.88% 70
South West +47 253 £40,000 - 36
North West -20 178 £51,250 +20.59% 41
Midlands -41 131 £45,000 +12.50% 33
Yorkshire +50 115 £40,100 -5.65% 25
East of England -23 109 £50,000 +17.65% 25
Scotland +10 71 £38,250 +2.00% 15
West Midlands -74 68 £45,000 +12.50% 18
East Midlands +36 63 £42,500 +6.25% 14
Northern Ireland +11 18 £42,500 - 6
Wales -2 16 £37,500 +5.63% 15
North East -3 13 £35,000 -15.15% 4

For the 6 months to 12 December 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 1,377 (57.64%) Linux
2 1,161 (48.60%) Java
3 983 (41.15%) Agile Software Development
4 908 (38.01%) Python
5 768 (32.15%) DevOps
6 763 (31.94%) MySQL
7 750 (31.39%) SQL
8 681 (28.51%) JavaScript
9 675 (28.25%) Amazon AWS
10 609 (25.49%) Git (software)
11 605 (25.32%) HTML
12 587 (24.57%) PHP
13 574 (24.03%) Tomcat
14 558 (23.36%) LAMP
15 535 (22.39%) Jenkins
16 533 (22.31%) CSS
17 489 (20.47%) Software Engineering
18 485 (20.30%) Windows
19 471 (19.72%) Degree
20 459 (19.21%) Apache Spark
21 451 (18.88%) Spring
22 441 (18.46%) Hadoop
23 430 (18.00%) Big Data
24 425 (17.79%) Puppet
25 420 (17.58%) Web Services
26 414 (17.33%) Oracle
27 399 (16.70%) Open Source
28 385 (16.12%) Finance
29 379 (15.86%) Docker
30 366 (15.32%) Microsoft Azure

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
1 574 (24.03%) Tomcat
2 459 (19.21%) Apache Spark
3 326 (13.65%) nginx
4 210 (8.79%) IIS
5 196 (8.20%) JBoss
6 172 (7.20%) Elasticsearch
7 137 (5.73%) Confluence
8 95 (3.98%) CMS
9 94 (3.93%) WordPress
10 93 (3.89%) Apache Solr
11 90 (3.77%) WebLogic
12 62 (2.60%) SAS
13 58 (2.43%) WebSphere
14 48 (2.01%) Apache Pig
14 48 (2.01%) Drupal
15 37 (1.55%) OpenStack
16 36 (1.51%) GlassFish
17 31 (1.30%) SharePoint
18 19 (0.80%) Mule
19 18 (0.75%) Jupyter
Applications
1 21 (0.88%) Microsoft Office
2 12 (0.50%) Microsoft Excel
3 11 (0.46%) Weka
4 7 (0.29%) Photoshop
5 6 (0.25%) Microsoft PowerPoint
5 6 (0.25%) MS Visio
6 3 (0.13%) Adobe Premiere
7 2 (0.084%) 3ds Max
7 2 (0.084%) Adobe After Effects
7 2 (0.084%) Adobe Captivate
7 2 (0.084%) Adobe Creative Suite
7 2 (0.084%) Adobe Illustrator
7 2 (0.084%) Chatbot
7 2 (0.084%) EngageOne
7 2 (0.084%) GNU Octave
7 2 (0.084%) InDesign
7 2 (0.084%) SPSS
7 2 (0.084%) Windchill
8 1 (0.042%) HipChat
8 1 (0.042%) InVision
Business Applications
1 42 (1.76%) Magento
2 40 (1.67%) thinkFolio
3 10 (0.42%) Payment Gateway
4 9 (0.38%) SAP Hybris
5 5 (0.21%) Changepoint
5 5 (0.21%) WebTrends
6 3 (0.13%) SAP S/4HANA
7 2 (0.084%) ENOVIA
7 2 (0.084%) Odoo
7 2 (0.084%) Oracle Applications
7 2 (0.084%) Oracle BPM
7 2 (0.084%) SAP ERP
7 2 (0.084%) SAP HR
7 2 (0.084%) ScheduALL
7 2 (0.084%) Staffware
7 2 (0.084%) Teamcenter
8 1 (0.042%) Eloqua
Cloud Services
1 675 (28.25%) Amazon AWS
2 366 (15.32%) Microsoft Azure
3 184 (7.70%) Google Cloud Platform
4 176 (7.37%) SaaS
5 111 (4.65%) GitHub
6 110 (4.60%) Cloud Computing
7 96 (4.02%) Amazon EC2
8 61 (2.55%) Amazon EMR
9 55 (2.30%) Serverless
10 53 (2.22%) IaaS
11 50 (2.09%) Amazon S3
12 48 (2.01%) AWS CloudFormation
12 48 (2.01%) PaaS
13 42 (1.76%) Office 365
14 30 (1.26%) AWS Lambda
15 25 (1.05%) Cortana Intelligence Suite
16 24 (1.00%) Route 53
17 23 (0.96%) Amazon Kinesis
18 21 (0.88%) Virtual Private Cloud
19 20 (0.84%) npm
Communications & Networking
1 199 (8.33%) DNS
2 148 (6.20%) HTTP
3 145 (6.07%) TCP/IP
4 123 (5.15%) Firewall
5 102 (4.27%) Internet
6 92 (3.85%) SSL
7 65 (2.72%) SAN
8 63 (2.64%) WAN
9 56 (2.34%) LAN
10 54 (2.26%) Network Security
11 50 (2.09%) SSH
12 47 (1.97%) DHCP
12 47 (1.97%) VLAN
13 46 (1.93%) VPN
14 44 (1.84%) iSCSI
15 39 (1.63%) SMTP
16 31 (1.30%) Kerberos
17 24 (1.00%) VoIP
18 23 (0.96%) Wireless
19 22 (0.92%) FTP
Database & Business Intelligence
1 763 (31.94%) MySQL
2 441 (18.46%) Hadoop
3 430 (18.00%) Big Data
4 338 (14.15%) SQL Server
5 311 (13.02%) NoSQL
6 270 (11.30%) MongoDB
7 213 (8.92%) PostgreSQL
8 187 (7.83%) Apache Hive
9 161 (6.74%) Relational Database
10 147 (6.15%) Apache Cassandra
11 92 (3.85%) Data Warehouse
12 86 (3.60%) HBase
13 78 (3.26%) Redis
14 74 (3.10%) Power BI
15 71 (2.97%) RDBMS
16 68 (2.85%) Amazon Redshift
17 58 (2.43%) Data Lake
18 52 (2.18%) Flink
19 47 (1.97%) Oracle Database
20 44 (1.84%) MariaDB
Development Applications
1 609 (25.49%) Git (software)
2 535 (22.39%) Jenkins
3 289 (12.10%) JIRA
4 195 (8.16%) Maven
5 158 (6.61%) Subversion
6 149 (6.24%) JUnit
7 140 (5.86%) Atlassian Bamboo
8 137 (5.73%) Bitbucket
9 125 (5.23%) Selenium
10 92 (3.85%) Vagrant
11 90 (3.77%) EasyMock
12 68 (2.85%) Visual Studio
13 67 (2.80%) Gradle
13 67 (2.80%) TeamCity
14 55 (2.30%) Cucumber
15 43 (1.80%) Eclipse
16 42 (1.76%) Octopus Deploy
17 40 (1.67%) Ant
18 33 (1.38%) JMeter
19 30 (1.26%) Grunt
General
1 385 (16.12%) Finance
2 156 (6.53%) Banking
3 154 (6.45%) Retail
4 102 (4.27%) Marketing
5 86 (3.60%) Telecoms
6 67 (2.80%) Front Office
7 65 (2.72%) Law
8 56 (2.34%) Investment Banking
9 50 (2.09%) Manufacturing
10 41 (1.72%) French Language
10 41 (1.72%) Games
11 40 (1.67%) German Language
11 40 (1.67%) Italian Language
12 37 (1.55%) Advertising
13 35 (1.47%) Spanish Language
14 26 (1.09%) Pharmaceutical
15 25 (1.05%) Automotive
15 25 (1.05%) Publishing
16 21 (0.88%) Financial Institution
17 14 (0.59%) Billing
Job Titles
1 808 (33.82%) Developer
2 309 (12.93%) Java Developer
3 251 (10.51%) DevOps Engineer
4 208 (8.71%) Software Engineer
5 194 (8.12%) PHP Developer
6 188 (7.87%) Linux Engineer
7 165 (6.91%) Support Engineer
8 153 (6.40%) Senior Developer
9 145 (6.07%) Administrator
10 139 (5.82%) Architect
11 138 (5.78%) Applications Engineer
12 137 (5.73%) Systems Administrator
13 122 (5.11%) Applications Support
14 115 (4.81%) Data Engineer
15 109 (4.56%) Java Engineer
16 103 (4.31%) Software Developer
17 100 (4.19%) Linux Systems Administrator
18 97 (4.06%) Applications Support Engineer
18 97 (4.06%) Linux Administrator
19 94 (3.93%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 605 (25.32%) HTML
2 558 (23.36%) LAMP
3 533 (22.31%) CSS
4 451 (18.88%) Spring
5 420 (17.58%) Web Services
6 321 (13.44%) Kafka
7 231 (9.67%) jQuery
8 230 (9.63%) AngularJS
9 222 (9.29%) Hibernate
10 195 (8.16%) HTML5
11 176 (7.37%) .NET
12 173 (7.24%) XML
13 172 (7.20%) JSON
14 169 (7.07%) Node.js
15 159 (6.66%) Java EE
16 151 (6.32%) RESTful
17 147 (6.15%) SOAP
18 141 (5.90%) REST
19 134 (5.61%) LEMP Stack
20 120 (5.02%) Ajax
Miscellaneous
1 150 (6.28%) Analytical Skills
2 119 (4.98%) Algorithms
3 90 (3.77%) Data Centre
4 81 (3.39%) Self-Motivation
5 79 (3.31%) Linux Command Line
6 76 (3.18%) Fintech
7 71 (2.97%) Management Information System
8 67 (2.80%) User Experience
9 61 (2.55%) Wiki
10 59 (2.47%) Public Cloud
11 58 (2.43%) Foreign Exchange (FX)
12 56 (2.34%) Greenfield Project
13 54 (2.26%) Equities
14 50 (2.09%) Derivative
15 48 (2.01%) Hedge funds
15 48 (2.01%) Social Network
16 45 (1.88%) Fixed Income
17 44 (1.84%) Mobile App
18 43 (1.80%) Data Structures
19 30 (1.26%) Virtual Team
Operating Systems
1 1,377 (57.64%) Linux
2 485 (20.30%) Windows
3 274 (11.47%) Unix
4 247 (10.34%) CentOS
5 233 (9.75%) Red Hat Enterprise Linux
6 193 (8.08%) Windows Server
7 142 (5.94%) Ubuntu
8 90 (3.77%) Android
9 65 (2.72%) Apple iOS
10 53 (2.22%) Windows Server 2008
11 49 (2.05%) Debian
12 41 (1.72%) SUSE
13 39 (1.63%) Solaris
14 29 (1.21%) Windows Server 2012
15 20 (0.84%) AIX
16 19 (0.80%) openSUSE
17 18 (0.75%) Fedora
18 15 (0.63%) HPUX
19 13 (0.54%) CoreOS
20 8 (0.33%) Windows 7
Processes & Methodologies
1 983 (41.15%) Agile Software Development
2 768 (32.15%) DevOps
3 489 (20.47%) Software Engineering
4 399 (16.70%) Open Source
5 325 (13.60%) Scrum
6 305 (12.77%) Continuous Integration
7 302 (12.64%) TDD
8 301 (12.60%) Computer Science
9 300 (12.56%) Analytics
10 279 (11.68%) Configuration Management
11 258 (10.80%) OO
12 244 (10.21%) Web Development
13 242 (10.13%) MVC
14 227 (9.50%) Problem-Solving
15 221 (9.25%) Machine Learning
16 208 (8.71%) Data Science
17 186 (7.79%) ITIL
18 178 (7.45%) Artificial Intelligence
19 176 (7.37%) Test Automation
20 169 (7.07%) Data Modelling
Programming Languages
1 1,161 (48.60%) Java
2 908 (38.01%) Python
3 750 (31.39%) SQL
4 681 (28.51%) JavaScript
5 587 (24.57%) PHP
6 365 (15.28%) Bash Shell
7 298 (12.47%) Perl
8 277 (11.59%) C++
9 266 (11.13%) C#
10 239 (10.00%) Ruby
11 193 (8.08%) Scala
12 170 (7.12%) PowerShell
13 163 (6.82%) Shell Script
14 124 (5.19%) C
15 110 (4.60%) Korn
16 100 (4.19%) R
17 84 (3.52%) Bourne shell
18 77 (3.22%) Java 8
19 65 (2.72%) PL/SQL
20 57 (2.39%) Go
Qualifications
1 471 (19.72%) Degree
2 159 (6.66%) Computer Science Degree
3 81 (3.39%) Security Cleared
4 48 (2.01%) SC Cleared
5 42 (1.76%) DV Cleared
6 39 (1.63%) Numerate Degree
7 36 (1.51%) Cisco Certification
8 33 (1.38%) CCNA
9 31 (1.30%) RHCE
10 29 (1.21%) CISSP
11 27 (1.13%) PhD
12 26 (1.09%) RHCSA
13 19 (0.80%) Microsoft Certification
14 18 (0.75%) CEH
15 13 (0.54%) GCIH
15 13 (0.54%) OSCP
15 13 (0.54%) VMware Certified Professional (VCP)
16 12 (0.50%) Master's Degree
17 11 (0.46%) CCNP
18 10 (0.42%) SSCP
Quality Assurance & Compliance
1 80 (3.35%) QA
2 60 (2.51%) ISO/IEC 27001
3 55 (2.30%) GDPR
4 40 (1.67%) Cyber Essentials
5 34 (1.42%) PCI DSS
6 31 (1.30%) SLA
7 29 (1.21%) Data Quality
7 29 (1.21%) HIPAA
8 8 (0.33%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 8 (0.33%) Sarbanes-Oxley
9 5 (0.21%) Disclosure Scotland
10 4 (0.17%) Cyber Essentials PLUS
11 3 (0.13%) GPG13
11 3 (0.13%) ISO 9001
12 2 (0.084%) MiFID
13 1 (0.042%) HL7
System Software
1 379 (15.86%) Docker
2 173 (7.24%) Active Directory
3 118 (4.94%) VMware Infrastructure
4 77 (3.22%) HDFS
5 52 (2.18%) Hyper-V
6 41 (1.72%) NFS
7 30 (1.26%) Varnish
8 29 (1.21%) Apache ZooKeeper
9 28 (1.17%) Virtual Machines
9 28 (1.17%) VMware ESXi
10 23 (0.96%) KVM
11 22 (0.92%) GridGain
12 21 (0.88%) Firmware
13 19 (0.80%) iptables
14 16 (0.67%) Apache Flume
15 13 (0.54%) GlusterFS
16 12 (0.50%) Gluster
16 12 (0.50%) VirtualBox
17 10 (0.42%) Squid
18 9 (0.38%) Xen
Systems Management
1 425 (17.79%) Puppet
2 363 (15.19%) Ansible
3 316 (13.23%) Opscode Chef
4 167 (6.99%) Kubernetes
5 136 (5.69%) Terraform
6 85 (3.56%) Nagios
7 69 (2.89%) HAProxy
8 65 (2.72%) Salt
9 63 (2.64%) Hadoop YARN
10 58 (2.43%) ZABBIX
11 50 (2.09%) Kibana
12 41 (1.72%) logstash
13 40 (1.67%) Grafana
14 35 (1.47%) Prometheus
15 28 (1.17%) Cacti
16 26 (1.09%) Icinga
17 24 (1.00%) SCOM
18 22 (0.92%) Packer
19 16 (0.67%) Mesos
20 15 (0.63%) Graphite
Vendors
1 414 (17.33%) Oracle
2 307 (12.85%) Microsoft
3 302 (12.64%) Red Hat
4 197 (8.25%) VMware
5 183 (7.66%) Google
6 102 (4.27%) Cisco
7 94 (3.93%) Tableau
8 85 (3.56%) SAP
9 66 (2.76%) Splunk
10 57 (2.39%) Hortonworks
11 51 (2.13%) Cloudera
12 50 (2.09%) Atlassian
13 46 (1.93%) HP
13 46 (1.93%) Zend
14 40 (1.67%) Bloomberg
14 40 (1.67%) F5
14 40 (1.67%) FXall
14 40 (1.67%) MarketAxess
14 40 (1.67%) Reuters
14 40 (1.67%) Tradeweb