Period
to 25 September 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 > England
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 227 185 170
Rank change year-on-year -42 -15 -20
Permanent jobs citing Apache 2,341 3,208 3,791
As % of all permanent IT jobs advertised in England 1.50% 1.94% 2.10%
As % of the Application Platforms category 8.98% 10.82% 11.35%
Number of salaries quoted 1,864 2,535 3,313
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £30,750 £31,036
90th Percentile £85,000 £82,500 £75,000
UK median annual salary £51,500 £50,000 £50,000
% change year-on-year +3.00% - +5.26%

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 advertised in England with a requirement for application platform skills.

All Application Platform Skills
England
Permanent vacancies with a requirement for application platform skills 26,076 29,658 33,391
As % of all permanent IT jobs advertised in England 16.68% 17.90% 18.49%
Number of salaries quoted 21,069 23,988 28,552
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,000 £27,500 £26,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Apache
Job Vacancy Trend in England

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

Job vacancy trend for Apache in England

Apache
Salary Trend in England

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

Salary trend for Apache in England

Apache
Salary Histogram in England

The salary distribution of IT jobs citing Apache in England over the 6 months to 25 September 2018.

Salary histogram for Apache in England

Apache
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the England region 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
London -56 1,101 £60,000 -4.00% 135
South East -22 417 £46,000 +2.22% 72
South West +39 295 £42,500 +6.25% 48
North of England -61 252 £40,000 - 59
Midlands -20 161 £47,500 +18.75% 29
West Midlands -8 127 £47,500 +26.67% 20
North West -89 125 £40,000 - 30
East of England -33 114 £55,000 +37.50% 37
Yorkshire -14 108 £42,500 +6.25% 25
East Midlands -7 34 £40,000 -5.88% 9
North East -3 19 £34,000 -20.00% 4
South Coast - 4 - -
Apache
UK

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 across the England region with a requirement for Apache.

1 1,357 (57.97%) Linux
2 1,106 (47.24%) Java
3 841 (35.92%) MySQL
3 841 (35.92%) Agile Software Development
4 817 (34.90%) Python
5 737 (31.48%) JavaScript
6 724 (30.93%) SQL
7 679 (29.00%) DevOps
8 672 (28.71%) HTML
9 623 (26.61%) Git (software)
10 622 (26.57%) Tomcat
11 603 (25.76%) PHP
12 601 (25.67%) Amazon AWS
13 563 (24.05%) CSS
13 563 (24.05%) LAMP
14 493 (21.06%) Jenkins
15 463 (19.78%) Oracle
16 459 (19.61%) Windows
17 438 (18.71%) Spring
18 427 (18.24%) Finance
19 414 (17.68%) Software Engineering
20 384 (16.40%) Bash Shell
21 382 (16.32%) Web Services
22 377 (16.10%) Hadoop
23 372 (15.89%) Puppet
24 366 (15.63%) SQL Server
25 359 (15.34%) Docker
26 358 (15.29%) Apache Spark
27 354 (15.12%) Perl
28 352 (15.04%) Degree

Apache
Co-occurring IT Skills in England 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
1 622 (26.57%) Tomcat
2 358 (15.29%) Apache Spark
3 276 (11.79%) nginx
4 228 (9.74%) JBoss
5 217 (9.27%) IIS
6 146 (6.24%) Elasticsearch
7 142 (6.07%) Confluence
8 113 (4.83%) WebLogic
9 112 (4.78%) CMS
10 94 (4.02%) WordPress
11 77 (3.29%) WebSphere
12 53 (2.26%) SAS
13 51 (2.18%) Apache Solr
14 46 (1.96%) OpenStack
15 44 (1.88%) Drupal
16 43 (1.84%) Apache Pig
17 31 (1.32%) Mule
18 29 (1.24%) SharePoint
19 27 (1.15%) Jetty
20 25 (1.07%) GlassFish
Applications
1 24 (1.03%) Microsoft Office
2 21 (0.90%) Microsoft Excel
3 7 (0.30%) Chatbot
3 7 (0.30%) Photoshop
4 5 (0.21%) SPSS
5 3 (0.13%) Adobe Illustrator
5 3 (0.13%) Fireworks
5 3 (0.13%) Microsoft PowerPoint
6 2 (0.085%) 3ds Max
6 2 (0.085%) Adobe After Effects
6 2 (0.085%) Adobe Captivate
6 2 (0.085%) Adobe Creative Suite
6 2 (0.085%) Adobe Premiere
6 2 (0.085%) InDesign
6 2 (0.085%) Weka
7 1 (0.043%) FreeHand
7 1 (0.043%) HipChat
7 1 (0.043%) MS Visio
7 1 (0.043%) Stata
Business Applications
1 43 (1.84%) thinkFolio
2 37 (1.58%) Magento
3 15 (0.64%) Payment Gateway
4 13 (0.56%) SAP Hybris
5 5 (0.21%) Dynamics CRM
5 5 (0.21%) WebTrends
6 2 (0.085%) Oracle Applications
6 2 (0.085%) Oracle EBS R12
6 2 (0.085%) Salesforce.com CRM
6 2 (0.085%) SAP S/4HANA
6 2 (0.085%) Temenos T24
7 1 (0.043%) Actimize
7 1 (0.043%) Changepoint
7 1 (0.043%) Eloqua
7 1 (0.043%) FLEXCUBE
7 1 (0.043%) Oracle AML
7 1 (0.043%) Remedy ITSM
7 1 (0.043%) ScheduALL
7 1 (0.043%) Shopify
Cloud Services
1 601 (25.67%) Amazon AWS
2 309 (13.20%) Microsoft Azure
3 204 (8.71%) SaaS
4 135 (5.77%) Google Cloud Platform
5 79 (3.37%) Amazon EC2
6 76 (3.25%) GitHub
7 74 (3.16%) Cloud Computing
8 56 (2.39%) AWS CloudFormation
9 51 (2.18%) Amazon S3
10 50 (2.14%) IaaS
11 48 (2.05%) Office 365
12 47 (2.01%) PaaS
13 45 (1.92%) Serverless
14 37 (1.58%) Amazon EMR
15 28 (1.20%) Virtual Private Cloud
16 27 (1.15%) AWS Lambda
17 26 (1.11%) Route 53
18 20 (0.85%) Cortana Intelligence Suite
18 20 (0.85%) npm
19 18 (0.77%) Amazon ELB
Communications & Networking
1 167 (7.13%) DNS
2 158 (6.75%) TCP/IP
3 149 (6.36%) HTTP
4 129 (5.51%) Firewall
5 93 (3.97%) Internet
6 74 (3.16%) SAN
7 57 (2.43%) SSL
8 51 (2.18%) Kerberos
9 50 (2.14%) VPN
10 42 (1.79%) SSH
11 41 (1.75%) DHCP
11 41 (1.75%) Network Security
12 39 (1.67%) WAN
13 38 (1.62%) SMTP
14 36 (1.54%) NAS
15 35 (1.50%) LAN
16 27 (1.15%) VLAN
16 27 (1.15%) Wireshark
17 24 (1.03%) Sourcefire
18 21 (0.90%) FTP
Database & Business Intelligence
1 841 (35.92%) MySQL
2 377 (16.10%) Hadoop
3 366 (15.63%) SQL Server
4 344 (14.69%) Big Data
5 277 (11.83%) NoSQL
6 222 (9.48%) MongoDB
7 197 (8.42%) PostgreSQL
8 181 (7.73%) Relational Database
9 127 (5.43%) Apache Hive
10 117 (5.00%) Apache Cassandra
11 88 (3.76%) Data Warehouse
11 88 (3.76%) Redis
12 86 (3.67%) HBase
13 74 (3.16%) RDBMS
14 59 (2.52%) Oracle Database
15 52 (2.22%) Data Lake
16 51 (2.18%) Amazon RDS
17 46 (1.96%) MariaDB
18 43 (1.84%) Neo4j
19 41 (1.75%) Power BI
Development Applications
1 623 (26.61%) Git (software)
2 493 (21.06%) Jenkins
3 263 (11.23%) JIRA
4 210 (8.97%) Subversion
5 178 (7.60%) Maven
6 172 (7.35%) JUnit
7 126 (5.38%) Bitbucket
8 122 (5.21%) Atlassian Bamboo
9 112 (4.78%) Selenium
10 89 (3.80%) Vagrant
11 78 (3.33%) Cucumber
12 68 (2.90%) EasyMock
13 67 (2.86%) Gradle
14 51 (2.18%) TeamCity
15 44 (1.88%) Eclipse
15 44 (1.88%) Visual Studio
16 38 (1.62%) Ant
16 38 (1.62%) Grunt
17 33 (1.41%) Octopus Deploy
18 31 (1.32%) PHPUnit
General
1 427 (18.24%) Finance
2 210 (8.97%) Banking
3 126 (5.38%) Retail
4 96 (4.10%) Marketing
5 76 (3.25%) Front Office
6 65 (2.78%) Telecoms
7 60 (2.56%) Investment Banking
8 50 (2.14%) Financial Institution
9 49 (2.09%) Games
10 43 (1.84%) French Language
10 43 (1.84%) German Language
10 43 (1.84%) Italian Language
11 35 (1.50%) Law
12 34 (1.45%) Advertising
13 27 (1.15%) Manufacturing
14 26 (1.11%) Publishing
15 18 (0.77%) Pharmaceutical
15 18 (0.77%) Spanish Language
16 13 (0.56%) Electronics
16 13 (0.56%) Legal
Job Titles
1 936 (39.98%) Developer
2 357 (15.25%) Java Developer
3 237 (10.12%) PHP Developer
4 234 (10.00%) DevOps Engineer
5 196 (8.37%) Linux Engineer
6 190 (8.12%) Senior Developer
7 153 (6.54%) Software Engineer
8 129 (5.51%) Architect
9 127 (5.43%) Support Engineer
10 126 (5.38%) Administrator
11 113 (4.83%) Systems Administrator
12 112 (4.78%) Software Developer
13 104 (4.44%) Data Engineer
14 102 (4.36%) Linux Administrator
14 102 (4.36%) Linux Systems Administrator
14 102 (4.36%) Senior Java Developer
15 99 (4.23%) Applications Support
15 99 (4.23%) Java Engineer
16 98 (4.19%) Linux/Unix DevOps
17 89 (3.80%) Web Developer
Libraries, Frameworks & Software Standards
1 672 (28.71%) HTML
2 563 (24.05%) CSS
2 563 (24.05%) LAMP
3 438 (18.71%) Spring
4 382 (16.32%) Web Services
5 220 (9.40%) AngularJS
6 213 (9.10%) jQuery
7 206 (8.80%) Hibernate
8 202 (8.63%) Kafka
9 199 (8.50%) .NET
10 197 (8.42%) XML
11 190 (8.12%) HTML5
12 167 (7.13%) REST
13 148 (6.32%) Java EE
14 134 (5.72%) Node.js
15 128 (5.47%) RESTful
16 126 (5.38%) SOAP
17 119 (5.08%) Ajax
18 118 (5.04%) JSON
19 111 (4.74%) React
Miscellaneous
1 241 (10.29%) Computer Science
2 166 (7.09%) Analytical Skills
3 94 (4.02%) Fintech
4 91 (3.89%) Algorithms
5 88 (3.76%) User Experience
6 86 (3.67%) Linux Command Line
7 74 (3.16%) Greenfield Project
8 69 (2.95%) Management Information System
9 65 (2.78%) Hedge funds
10 62 (2.65%) Foreign Exchange (FX)
11 56 (2.39%) Data Centre
12 54 (2.31%) Enterprise Software
13 53 (2.26%) Data Structures
13 53 (2.26%) Equities
13 53 (2.26%) Self-Motivation
13 53 (2.26%) Wiki
14 52 (2.22%) Fixed Income
14 52 (2.22%) Public Cloud
15 47 (2.01%) Derivative
16 38 (1.62%) Mobile App
Operating Systems
1 1,357 (57.97%) Linux
2 459 (19.61%) Windows
3 300 (12.82%) Unix
4 229 (9.78%) CentOS
5 223 (9.53%) Red Hat Enterprise Linux
6 139 (5.94%) Windows Server
7 122 (5.21%) Ubuntu
8 57 (2.43%) Android
9 53 (2.26%) Debian
10 52 (2.22%) Windows Server 2008
11 49 (2.09%) Solaris
12 48 (2.05%) Windows Server 2012
13 37 (1.58%) Apple iOS
14 27 (1.15%) AIX
14 27 (1.15%) HPUX
15 20 (0.85%) SUSE
16 15 (0.64%) openSUSE
17 11 (0.47%) CoreOS
17 11 (0.47%) OpenBSD
18 9 (0.38%) Fedora
Processes & Methodologies
1 841 (35.92%) Agile Software Development
2 679 (29.00%) DevOps
3 414 (17.68%) Software Engineering
4 345 (14.74%) Open Source
5 277 (11.83%) Analytics
5 277 (11.83%) Scrum
6 265 (11.32%) Continuous Integration
7 247 (10.55%) Web Development
8 245 (10.47%) Problem-Solving
9 241 (10.29%) MVC
10 225 (9.61%) OO
11 216 (9.23%) TDD
12 188 (8.03%) Configuration Management
13 178 (7.60%) E-Commerce
14 172 (7.35%) ITIL
15 161 (6.88%) Machine Learning
16 153 (6.54%) Microservices
17 147 (6.28%) OOP
18 146 (6.24%) Data Science
19 143 (6.11%) ETL
Programming Languages
1 1,106 (47.24%) Java
2 817 (34.90%) Python
3 737 (31.48%) JavaScript
4 724 (30.93%) SQL
5 603 (25.76%) PHP
6 384 (16.40%) Bash Shell
7 354 (15.12%) Perl
8 241 (10.29%) Ruby
9 211 (9.01%) C++
10 210 (8.97%) C#
11 169 (7.22%) Scala
12 163 (6.96%) PowerShell
12 163 (6.96%) Shell Script
13 97 (4.14%) C
14 82 (3.50%) Java 8
14 82 (3.50%) Korn
15 76 (3.25%) R
16 53 (2.26%) Bourne shell
16 53 (2.26%) PL/SQL
17 47 (2.01%) T-SQL
Qualifications
1 352 (15.04%) Degree
2 123 (5.25%) Computer Science Degree
3 44 (1.88%) Security Cleared
4 43 (1.84%) RHCE
5 39 (1.67%) CISSP
6 31 (1.32%) DV Cleared
7 30 (1.28%) CEH
8 29 (1.24%) Microsoft Certification
9 28 (1.20%) GCIH
10 27 (1.15%) OSCP
11 25 (1.07%) RHCSA
12 24 (1.03%) Cisco Certification
13 23 (0.98%) CCNA
14 21 (0.90%) AWS Certification
15 20 (0.85%) PhD
16 18 (0.77%) SC Cleared
17 16 (0.68%) VMware Certified Professional (VCP)
18 14 (0.60%) Master's Degree
19 12 (0.51%) MCSE
20 11 (0.47%) Numerate Degree
Quality Assurance & Compliance
1 85 (3.63%) QA
2 41 (1.75%) Data Quality
3 31 (1.32%) ISO/IEC 27001
4 27 (1.15%) PCI DSS
5 18 (0.77%) SLA
6 13 (0.56%) GDPR
7 11 (0.47%) Cyber Essentials
7 11 (0.47%) GPG13
8 4 (0.17%) ISO 9001
9 2 (0.085%) Cyber Essentials PLUS
9 2 (0.085%) ECSS
9 2 (0.085%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.085%) MiFID
9 2 (0.085%) Sarbanes-Oxley
10 1 (0.043%) HIPAA
10 1 (0.043%) HL7
10 1 (0.043%) PA-DSS
System Software
1 359 (15.34%) Docker
2 156 (6.66%) VMware Infrastructure
3 147 (6.28%) Active Directory
4 83 (3.55%) HDFS
5 45 (1.92%) Hyper-V
6 28 (1.20%) KVM
7 24 (1.03%) Oracle RAC
7 24 (1.03%) Snort
8 23 (0.98%) Apache ZooKeeper
8 23 (0.98%) GridGain
8 23 (0.98%) VMware ESXi
9 22 (0.94%) Varnish
10 19 (0.81%) iptables
10 19 (0.81%) NFS
11 17 (0.73%) Postfix
11 17 (0.73%) Virtual Machines
12 16 (0.68%) Apache Flume
12 16 (0.68%) VirtualBox
13 13 (0.56%) Virtual Servers
14 12 (0.51%) Squid
Systems Management
1 372 (15.89%) Puppet
2 285 (12.17%) Ansible
3 237 (10.12%) Opscode Chef
4 147 (6.28%) Kubernetes
5 108 (4.61%) Terraform
6 100 (4.27%) Nagios
7 64 (2.73%) HAProxy
8 52 (2.22%) ZABBIX
9 49 (2.09%) Salt
10 48 (2.05%) Kibana
11 44 (1.88%) logstash
12 39 (1.67%) Grafana
13 34 (1.45%) Hadoop YARN
14 31 (1.32%) Icinga
15 27 (1.15%) Cacti
16 24 (1.03%) Prometheus
16 24 (1.03%) Suricata
17 19 (0.81%) Mesos
17 19 (0.81%) Packer
18 18 (0.77%) SCOM
Vendors
1 463 (19.78%) Oracle
2 284 (12.13%) Red Hat
3 227 (9.70%) VMware
4 220 (9.40%) Microsoft
5 135 (5.77%) Google
6 72 (3.08%) Cisco
7 68 (2.90%) Cloudera
8 62 (2.65%) Tableau
9 59 (2.52%) Atlassian
9 59 (2.52%) SAP
10 58 (2.48%) Hortonworks
11 48 (2.05%) F5
11 48 (2.05%) Splunk
12 46 (1.96%) New Relic
13 45 (1.92%) Zend
14 43 (1.84%) Bloomberg
14 43 (1.84%) FXall
14 43 (1.84%) MarketAxess
14 43 (1.84%) Reuters
14 43 (1.84%) Tradeweb