Period
to 14 October 2019

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 14 October 2019 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
14 Oct 2019
Same period 2018 Same period 2017
Rank 313 233 192
Rank change year-on-year -80 -41 -15
Permanent jobs citing Apache 1,368 2,437 3,290
As % of all permanent IT jobs advertised in the UK 0.99% 1.49% 1.89%
As % of the Application Platforms category 6.76% 9.07% 10.59%
Number of salaries quoted 1,165 1,955 2,554
UK median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £32,500 £28,750 £30,000
90th Percentile £91,250 £85,000 £82,500
UK excluding London median annual salary £45,000 £43,500 £42,500
% change year-on-year +3.45% +2.35% -

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 20,231 26,873 31,078
As % of all permanent IT jobs advertised in the UK 14.69% 16.44% 17.89%
Number of salaries quoted 16,097 21,557 25,038
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £27,951 £27,000
90th Percentile £85,000 £82,500 £76,250
UK excluding London median annual salary £43,000 £44,000 £40,000
% change year-on-year -2.27% +10.00% -

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 14 October 2019.

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 14 October 2019. 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 -79 1,274 £57,500 +9.52% 252
UK excluding London -84 745 £45,000 +3.45% 173
London -64 611 £72,500 +20.83% 104
South East -56 248 £55,000 +15.79% 49
South West -75 141 £45,000 +5.88% 25
North of England -100 111 £45,000 +12.50% 43
Midlands -23 88 £39,764 -16.29% 18
East of England +22 73 £52,500 -8.70% 13
Scotland +7 65 £42,500 +21.43% 20
North West -39 63 £47,500 +11.76% 20
West Midlands -24 50 £40,000 -15.79% 7
Yorkshire -76 41 £45,000 +12.50% 17
East Midlands +31 38 £32,500 -23.53% 11
Wales +12 17 £42,500 +3.03% 4
North East 0 7 £54,000 +62.41% 6
Northern Ireland -2 4 £41,250 -21.43% 1

For the 6 months to 14 October 2019, 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.

1 791 (57.82%) Linux
2 534 (39.04%) Agile Software Development
3 533 (38.96%) Java
4 532 (38.89%) Python
5 421 (30.77%) AWS
6 412 (30.12%) MySQL
7 410 (29.97%) SQL
8 376 (27.49%) DevOps
9 345 (25.22%) PHP
10 337 (24.63%) Docker
11 334 (24.42%) Apache Spark
12 321 (23.46%) Git (software)
13 302 (22.08%) JavaScript
14 292 (21.35%) LAMP
15 291 (21.27%) Azure
16 280 (20.47%) Jenkins
17 274 (20.03%) nginx
18 266 (19.44%) Tomcat
19 237 (17.32%) SQL Server
20 231 (16.89%) Windows
21 225 (16.45%) Spring
22 222 (16.23%) Finance
22 222 (16.23%) Bash Shell
23 219 (16.01%) Software Engineering
24 217 (15.86%) Open Source
25 214 (15.64%) CSS
26 213 (15.57%) Kubernetes
27 201 (14.69%) HTML
27 201 (14.69%) Big Data
28 195 (14.25%) Web Services

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
1 334 (24.42%) Apache Spark
2 274 (20.03%) nginx
3 266 (19.44%) Tomcat
4 137 (10.01%) IIS
5 105 (7.68%) Elasticsearch
6 85 (6.21%) Confluence
7 60 (4.39%) JBoss
8 53 (3.87%) Apache Airflow
9 43 (3.14%) Drupal
10 40 (2.92%) CMS
11 35 (2.56%) Apache Solr
12 34 (2.49%) WordPress
13 32 (2.34%) WebSphere
14 27 (1.97%) SharePoint
15 22 (1.61%) Apache Pig
15 22 (1.61%) Jetty
16 16 (1.17%) GeoServer
16 16 (1.17%) Luigi
16 16 (1.17%) WebLogic
17 12 (0.88%) MS Exchange
Applications
1 16 (1.17%) Microsoft Office
2 7 (0.51%) Microsoft Excel
3 3 (0.22%) Adobe Illustrator
3 3 (0.22%) Microsoft PowerPoint
3 3 (0.22%) Photoshop
4 2 (0.15%) Adobe Creative Suite
4 2 (0.15%) MS Visio
4 2 (0.15%) SPSS
5 1 (0.073%) Weka
Business Applications
1 16 (1.17%) thinkFolio
2 10 (0.73%) Magento
3 9 (0.66%) Shopify
4 7 (0.51%) Dynamics AX
4 7 (0.51%) Dynamics CRM
4 7 (0.51%) Q-Pulse
4 7 (0.51%) Sage CRM
5 3 (0.22%) Oracle BPM
5 3 (0.22%) SnowdropKCS
6 2 (0.15%) Oracle Applications
6 2 (0.15%) SAP S/4HANA
7 1 (0.073%) Payment Gateway
7 1 (0.073%) PeopleSoft Financials
7 1 (0.073%) PeopleSoft HCM
Cloud Services
1 421 (30.77%) AWS
2 291 (21.27%) Azure
3 138 (10.09%) SaaS
4 131 (9.58%) GCP
5 70 (5.12%) Amazon S3
6 66 (4.82%) Serverless
7 58 (4.24%) AWS Lambda
8 50 (3.65%) GitHub
9 48 (3.51%) Amazon EC2
10 41 (3.00%) Power Platform
11 38 (2.78%) Office 365
12 34 (2.49%) Amazon EMR
13 33 (2.41%) Amazon Kinesis
14 28 (2.05%) PaaS
15 27 (1.97%) AWS CloudFormation
16 26 (1.90%) Cloud Computing
17 21 (1.54%) Amazon SQS
18 15 (1.10%) Amazon CloudWatch
18 15 (1.10%) Amazon ELB
19 14 (1.02%) Route 53
Communications & Networking
1 99 (7.24%) TCP/IP
2 94 (6.87%) Firewall
3 90 (6.58%) DNS
4 88 (6.43%) HTTP
5 74 (5.41%) Internet
6 63 (4.61%) SSL
7 41 (3.00%) DHCP
8 40 (2.92%) VPN
9 31 (2.27%) Network Security
10 27 (1.97%) WAN
11 24 (1.75%) VLAN
12 20 (1.46%) SAN
12 20 (1.46%) SMTP
12 20 (1.46%) VoIP
13 19 (1.39%) Wi-Fi
14 18 (1.32%) FTP
15 15 (1.10%) LAN
15 15 (1.10%) SSH
16 14 (1.02%) HTTPS
16 14 (1.02%) MPLS
Database & Business Intelligence
1 412 (30.12%) MySQL
2 237 (17.32%) SQL Server
3 201 (14.69%) Big Data
4 170 (12.43%) PostgreSQL
5 156 (11.40%) Hadoop
6 126 (9.21%) NoSQL
7 124 (9.06%) MongoDB
8 83 (6.07%) Relational Database
9 81 (5.92%) Apache Hive
9 81 (5.92%) Data Warehouse
10 68 (4.97%) Redis
11 66 (4.82%) Apache Cassandra
12 45 (3.29%) GIS
13 41 (3.00%) Amazon RDS
13 41 (3.00%) BigQuery
14 39 (2.85%) Geospatial Data
14 39 (2.85%) Neo4j
15 37 (2.70%) Power BI
16 36 (2.63%) Azure SQL Database
17 34 (2.49%) Data Lake
Development Applications
1 321 (23.46%) Git (software)
2 280 (20.47%) Jenkins
3 189 (13.82%) JIRA
4 107 (7.82%) JUnit
5 106 (7.75%) Maven
6 76 (5.56%) Bitbucket
7 54 (3.95%) GitLab
8 51 (3.73%) Atlassian Bamboo
9 44 (3.22%) Subversion
10 41 (3.00%) TeamCity
11 33 (2.41%) Selenium
12 32 (2.34%) Ant
13 31 (2.27%) JMeter
14 29 (2.12%) PHPUnit
14 29 (2.12%) Vagrant
15 28 (2.05%) Gradle
16 27 (1.97%) CruiseControl
17 26 (1.90%) Bitbucket Server
17 26 (1.90%) EasyMock
18 24 (1.75%) Eclipse
General
1 222 (16.23%) Finance
2 65 (4.75%) Retail
3 52 (3.80%) Telecoms
4 48 (3.51%) Banking
5 47 (3.44%) Front Office
6 44 (3.22%) Marketing
7 42 (3.07%) Public Sector
8 33 (2.41%) Games
9 28 (2.05%) Manufacturing
10 25 (1.83%) Investment Banking
11 23 (1.68%) German Language
12 22 (1.61%) French Language
13 21 (1.54%) Spanish Language
14 20 (1.46%) Italian Language
14 20 (1.46%) Legal
15 18 (1.32%) Advertising
16 17 (1.24%) Electronics
17 15 (1.10%) Financial Institution
18 14 (1.02%) Aerospace
18 14 (1.02%) Military
Job Titles
1 504 (36.84%) Developer
2 169 (12.35%) Java Developer
3 129 (9.43%) Data Engineer
4 116 (8.48%) PHP Developer
5 110 (8.04%) DevOps Engineer
6 95 (6.94%) Senior Developer
7 82 (5.99%) Architect
7 82 (5.99%) Software Engineer
8 78 (5.70%) Linux Engineer
9 64 (4.68%) Administrator
10 63 (4.61%) Software Developer
10 63 (4.61%) Systems Administrator
11 61 (4.46%) Support Engineer
12 60 (4.39%) Applications Support
13 54 (3.95%) Full Stack Developer
14 53 (3.87%) Analyst
14 53 (3.87%) Systems Engineer
15 49 (3.58%) Cloud Engineer
16 38 (2.78%) Senior Java Developer
17 37 (2.70%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 292 (21.35%) LAMP
2 225 (16.45%) Spring
3 214 (15.64%) CSS
4 201 (14.69%) HTML
5 195 (14.25%) Web Services
6 141 (10.31%) Kafka
7 136 (9.94%) JSON
8 132 (9.65%) REST
9 98 (7.16%) AngularJS
10 91 (6.65%) jQuery
11 89 (6.51%) XML
12 86 (6.29%) .NET
12 86 (6.29%) Laravel
13 82 (5.99%) LEMP Stack
14 81 (5.92%) Hibernate
14 81 (5.92%) RESTful
15 80 (5.85%) Middleware
16 78 (5.70%) LAPP Stack
17 76 (5.56%) Spring Boot
18 70 (5.12%) Node.js
Miscellaneous
1 124 (9.06%) Analytical Skills
2 45 (3.29%) Algorithms
3 42 (3.07%) User Experience
4 40 (2.92%) Greenfield Project
5 39 (2.85%) Foreign Exchange (FX)
5 39 (2.85%) Management Information System
5 39 (2.85%) Public Cloud
6 36 (2.63%) Mobile App
7 35 (2.56%) Equities
8 33 (2.41%) Derivative
8 33 (2.41%) PKI
8 33 (2.41%) Self-Motivation
9 31 (2.27%) Fixed Income
9 31 (2.27%) Wiki
10 29 (2.12%) Hybrid Cloud
11 26 (1.90%) Linux Command Line
12 23 (1.68%) Enterprise Software
13 22 (1.61%) Data Structures
13 22 (1.61%) Replication
14 21 (1.54%) Data Centre
Operating Systems
1 791 (57.82%) Linux
2 231 (16.89%) Windows
3 166 (12.13%) CentOS
4 117 (8.55%) Unix
5 92 (6.73%) Windows Server
6 91 (6.65%) Red Hat Enterprise Linux
7 85 (6.21%) Ubuntu
8 32 (2.34%) Solaris
8 32 (2.34%) Windows Server 2012
9 31 (2.27%) Debian
10 24 (1.75%) Windows 10
11 16 (1.17%) Windows 7
11 16 (1.17%) Windows Server 2008
12 13 (0.95%) Fedora
13 9 (0.66%) Android
14 8 (0.58%) AIX
15 5 (0.37%) FreeBSD
15 5 (0.37%) Oracle Linux
16 4 (0.29%) Windows Server 2003
17 3 (0.22%) VMS
Processes & Methodologies
1 534 (39.04%) Agile Software Development
2 376 (27.49%) DevOps
3 219 (16.01%) Software Engineering
4 217 (15.86%) Open Source
5 161 (11.77%) Analytics
6 159 (11.62%) Microservices
7 157 (11.48%) Scrum
8 151 (11.04%) TDD
9 147 (10.75%) Data Science
10 146 (10.67%) Configuration Management
11 141 (10.31%) OO
12 140 (10.23%) Continuous Integration
13 136 (9.94%) Test Automation
14 135 (9.87%) MVC
15 133 (9.72%) Business Intelligence
15 133 (9.72%) Machine Learning
16 127 (9.28%) Computer Science
17 126 (9.21%) Problem-Solving
18 113 (8.26%) Mentoring
19 108 (7.89%) Data Modelling
Programming Languages
1 533 (38.96%) Java
2 532 (38.89%) Python
3 410 (29.97%) SQL
4 345 (25.22%) PHP
5 302 (22.08%) JavaScript
6 222 (16.23%) Bash Shell
7 134 (9.80%) Scala
8 113 (8.26%) PowerShell
9 102 (7.46%) C++
10 94 (6.87%) C#
11 91 (6.65%) Ruby
12 87 (6.36%) Shell Script
13 84 (6.14%) Perl
14 82 (5.99%) C
15 69 (5.04%) Java 8
16 53 (3.87%) PHP 7
17 47 (3.44%) Go
18 40 (2.92%) PHP 5
19 37 (2.70%) Korn
20 29 (2.12%) R
Qualifications
1 169 (12.35%) Degree
2 86 (6.29%) Security Cleared
3 52 (3.80%) Computer Science Degree
4 32 (2.34%) SC Cleared
5 26 (1.90%) DV Cleared
6 13 (0.95%) Cisco Certification
7 12 (0.88%) RHCE
8 11 (0.80%) CCNA
9 10 (0.73%) HND
10 9 (0.66%) PhD
11 7 (0.51%) Microsoft Certification
12 5 (0.37%) ITIL Certification
12 5 (0.37%) MCSE
12 5 (0.37%) Numerate Degree
13 4 (0.29%) AWS Certification
14 3 (0.22%) DBS Check
14 3 (0.22%) ISTQB
14 3 (0.22%) RHCSA
14 3 (0.22%) RHCT
14 3 (0.22%) TOGAF Certification
Quality Assurance & Compliance
1 67 (4.90%) QA
2 27 (1.97%) SLA
3 24 (1.75%) ISO/IEC 27001
4 19 (1.39%) Data Quality
5 13 (0.95%) GDPR
6 6 (0.44%) PCI DSS
7 3 (0.22%) Cyber Essentials
7 3 (0.22%) HIPAA
7 3 (0.22%) NIST
8 2 (0.15%) EMIR
8 2 (0.15%) ISO 15022
8 2 (0.15%) ISO 20022
8 2 (0.15%) MiFID
9 1 (0.073%) PMO
System Software
1 337 (24.63%) Docker
2 81 (5.92%) Active Directory
3 77 (5.63%) VMware Infrastructure
4 54 (3.95%) HDFS
5 53 (3.87%) Hyper-V
6 23 (1.68%) KVM
7 22 (1.61%) Postfix
7 22 (1.61%) Varnish
8 16 (1.17%) Apache ZooKeeper
9 15 (1.10%) VirtualBox
10 14 (1.02%) NFS
11 12 (0.88%) Virtual Machines
12 11 (0.80%) iptables
13 9 (0.66%) vSphere
14 8 (0.58%) Ceph
15 7 (0.51%) BitLocker
15 7 (0.51%) VMware ESXi
16 6 (0.44%) DRBD
17 5 (0.37%) GridGain
17 5 (0.37%) Xen
Systems Management
1 213 (15.57%) Kubernetes
2 187 (13.67%) Ansible
3 131 (9.58%) Terraform
4 112 (8.19%) Puppet
5 106 (7.75%) Opscode Chef
6 58 (4.24%) Nagios
7 56 (4.09%) HAProxy
8 31 (2.27%) Prometheus
9 25 (1.83%) ZABBIX
10 24 (1.75%) Kibana
10 24 (1.75%) SCCM
11 23 (1.68%) logstash
12 17 (1.24%) yum
13 16 (1.17%) Docker Swarm
14 15 (1.10%) Grafana
14 15 (1.10%) Packer
15 13 (0.95%) Icinga
16 12 (0.88%) Graphite
16 12 (0.88%) Oozie
17 10 (0.73%) Hadoop YARN
Vendors
1 171 (12.50%) Oracle
2 162 (11.84%) Microsoft
3 148 (10.82%) Red Hat
4 102 (7.46%) Google
5 96 (7.02%) VMware
6 53 (3.87%) Atlassian
7 45 (3.29%) Tableau
8 39 (2.85%) IBM
9 34 (2.49%) Databricks
10 29 (2.12%) Sybase
11 28 (2.05%) SAP
12 27 (1.97%) Zend
13 23 (1.68%) Splunk
14 22 (1.61%) Adobe
15 18 (1.32%) Cisco
16 16 (1.17%) Bloomberg
16 16 (1.17%) ION Trading
16 16 (1.17%) MarketAxess
16 16 (1.17%) Reuters
16 16 (1.17%) Tradeweb