Period
to 19 September 2020

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 19 September 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
19 Sep 2020
Same period 2019 Same period 2018
Rank 224 307 237
Rank change year-on-year +83 -70 -42
Permanent jobs citing Apache 739 1,479 2,486
As % of all permanent jobs advertised in the UK 1.48% 1.05% 1.48%
As % of the Application Platforms category 10.41% 7.04% 8.93%
Number of salaries quoted 689 1,285 2,078
Median annual salary £55,000 £55,000 £51,000
Median salary % change year-on-year - +7.84% +2.00%
10th Percentile £35,000 £32,500 £28,750
90th Percentile £122,500 £91,250 £85,000
UK excluding London median annual salary £45,000 £45,000 £45,000

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 7,098 21,012 27,837
As % of all permanent IT jobs advertised in the UK 14.25% 14.87% 16.62%
Number of salaries quoted 5,760 16,567 22,355
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £32,500 £27,500 £28,000
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £45,000 £43,000 £43,500
% change year-on-year +4.65% -1.15% +4.82%

Apache
Job Vacancy Trend

Job postings citing Apache as a proportion of all IT jobs advertised.

Job vacancy trend for Apache in the UK

Apache
Salary Trend

3-month moving average salary quoted in jobs citing Apache.

Salary trend for Apache in the UK

Apache
Salary Histogram

Salary distribution for jobs citing Apache over the 6 months to 19 September 2020.

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 19 September 2020. 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 +76 682 £59,000 +7.27% 120
UK excluding London +105 392 £45,000 - 92
London +71 338 £82,500 +17.86% 43
South East +103 122 £45,000 -18.18% 14
South West +90 91 £41,500 -7.78% 19
North of England +134 88 £53,500 +18.89% 22
North West +115 64 £53,500 +12.63% 17
Work from Home +67 60 £50,000 -27.27% 27
East of England +88 33 £55,000 +4.76% 8
Wales +44 27 £45,000 +9.09% 7
Scotland +59 22 £37,500 -11.76% 8
Yorkshire +116 17 £48,000 +6.67% 2
Midlands +65 9 £45,000 +13.17% 14
West Midlands +57 6 £45,000 +12.50% 5
North East +15 6 £50,000 +60.94% 3
East Midlands +65 3 £50,000 +53.85% 9

For the 6 months to 19 September 2020, 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.

1 359 (48.58%) Python
2 324 (43.84%) Java
3 291 (39.38%) MySQL
4 286 (38.70%) Linux
5 285 (38.57%) SQL
6 269 (36.40%) AWS
7 266 (35.99%) DevOps
8 241 (32.61%) Kubernetes
9 234 (31.66%) GCP
10 228 (30.85%) Azure
11 215 (29.09%) Finance
12 207 (28.01%) Agile Software Development
13 206 (27.88%) Apache Spark
14 198 (26.79%) Google
15 191 (25.85%) Docker
16 190 (25.71%) SQL Server
17 184 (24.90%) PostgreSQL
18 180 (24.36%) Microservices
19 179 (24.22%) Web Services
20 168 (22.73%) JavaScript
21 165 (22.33%) PHP
22 148 (20.03%) Banking
23 147 (19.89%) Jenkins
24 139 (18.81%) HTML
25 134 (18.13%) Serverless
26 132 (17.86%) Git (software)
27 128 (17.32%) Mentoring
28 127 (17.19%) LAMP
29 125 (16.91%) AWS Lambda
30 124 (16.78%) Data Warehouse

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
1 206 (27.88%) Apache Spark
2 107 (14.48%) Tomcat
3 84 (11.37%) Elasticsearch
4 76 (10.28%) nginx
5 56 (7.58%) Apache Airflow
6 39 (5.28%) IIS
7 24 (3.25%) Confluence
8 22 (2.98%) WebSphere
9 21 (2.84%) WebLogic
10 19 (2.57%) WordPress
11 18 (2.44%) JBoss
12 16 (2.17%) CMS
13 14 (1.89%) Apache Synapse
13 14 (1.89%) Cloud Foundry
14 8 (1.08%) Drupal
15 7 (0.95%) SAS
16 6 (0.81%) Apache Pig
16 6 (0.81%) Liferay
16 6 (0.81%) OpenStack
17 5 (0.68%) Oracle Coherence
Applications
1 11 (1.49%) Microsoft Office
2 6 (0.81%) Microsoft Excel
3 4 (0.54%) MS Visio
4 2 (0.27%) Microsoft PowerPoint
5 1 (0.14%) Adobe Illustrator
5 1 (0.14%) Adobe Premiere
5 1 (0.14%) Adobe XD
5 1 (0.14%) Photoshop
5 1 (0.14%) Simulink
Business Applications
1 9 (1.22%) Magento
2 5 (0.68%) Dynamics CRM
3 4 (0.54%) FLEXCUBE
3 4 (0.54%) Oracle Applications
3 4 (0.54%) Payment Gateway
4 2 (0.27%) Remedy ITSM
4 2 (0.27%) Sparx Enterprise Architect
5 1 (0.14%) SAP Hybris
Cloud Services
1 269 (36.40%) AWS
2 234 (31.66%) GCP
3 228 (30.85%) Azure
4 134 (18.13%) Serverless
5 125 (16.91%) AWS Lambda
6 111 (15.02%) Amazon ECS
7 75 (10.15%) Apigee
8 56 (7.58%) GitHub
9 46 (6.22%) Stackdriver
10 23 (3.11%) Amazon S3
11 22 (2.98%) Power Platform
12 20 (2.71%) Azure Data Factory
13 16 (2.17%) AWS CloudFormation
14 15 (2.03%) SaaS
15 13 (1.76%) Amazon Kinesis
16 12 (1.62%) Amazon EC2
16 12 (1.62%) OpenShift
17 11 (1.49%) Amazon EMR
17 11 (1.49%) Amazon SQS
18 9 (1.22%) Office 365
Communications & Networking
1 23 (3.11%) Network Security
2 19 (2.57%) DNS
2 19 (2.57%) HTTP
2 19 (2.57%) TCP/IP
3 18 (2.44%) SSL
4 12 (1.62%) Firewall
5 10 (1.35%) VPN
6 8 (1.08%) SSH
7 7 (0.95%) IPv4
7 7 (0.95%) IPv6
7 7 (0.95%) Kerberos
8 5 (0.68%) NetScaler
8 5 (0.68%) Skype
9 4 (0.54%) SAN
10 3 (0.41%) DHCP
10 3 (0.41%) HTTPS
10 3 (0.41%) Internet
10 3 (0.41%) VoIP
11 2 (0.27%) FTP
11 2 (0.27%) VLAN
Database & Business Intelligence
1 291 (39.38%) MySQL
2 190 (25.71%) SQL Server
3 184 (24.90%) PostgreSQL
4 124 (16.78%) Data Warehouse
5 123 (16.64%) Amazon Redshift
6 119 (16.10%) Big Data
7 88 (11.91%) Hadoop
8 82 (11.10%) NoSQL
9 58 (7.85%) MongoDB
10 40 (5.41%) Apache Cassandra
11 37 (5.01%) Relational Database
12 33 (4.47%) Data Lake
13 31 (4.19%) BigQuery
14 28 (3.79%) Apache Hive
15 26 (3.52%) Azure SQL Database
16 23 (3.11%) Cosmos DB
17 22 (2.98%) Power BI
18 21 (2.84%) MariaDB
19 20 (2.71%) Redis
20 16 (2.17%) Azure SQL Data Warehouse
Development Applications
1 147 (19.89%) Jenkins
2 132 (17.86%) Git (software)
3 87 (11.77%) GitLab
4 74 (10.01%) Artifactory
5 50 (6.77%) Gradle
6 37 (5.01%) JIRA
7 26 (3.52%) Maven
8 17 (2.30%) Atlassian Bamboo
9 15 (2.03%) Bitbucket
9 15 (2.03%) JUnit
9 15 (2.03%) TeamCity
10 14 (1.89%) Subversion
11 11 (1.49%) PHPUnit
12 10 (1.35%) Selenium
13 9 (1.22%) CircleCI
14 8 (1.08%) Travis CI
15 7 (0.95%) Mockito
16 6 (0.81%) Vagrant
17 5 (0.68%) Appcelerator Titanium
17 5 (0.68%) VSS/SourceSafe
General
1 215 (29.09%) Finance
2 148 (20.03%) Banking
3 74 (10.01%) Back Office
4 65 (8.80%) Public Sector
5 44 (5.95%) Marketing
6 40 (5.41%) Retail
7 15 (2.03%) Front Office
8 13 (1.76%) Advertising
8 13 (1.76%) Legal
8 13 (1.76%) Telecoms
9 11 (1.49%) Games
10 8 (1.08%) Investment Banking
11 5 (0.68%) Retail Banking
12 4 (0.54%) German Language
12 4 (0.54%) Law
12 4 (0.54%) Manufacturing
12 4 (0.54%) Publishing
13 3 (0.41%) Electronics
13 3 (0.41%) Financial Institution
13 3 (0.41%) Pharmaceutical
Job Titles
1 322 (43.57%) Developer
2 108 (14.61%) Data Engineer
3 89 (12.04%) Java Developer
4 70 (9.47%) Architect
5 69 (9.34%) Senior Developer
6 66 (8.93%) Full Stack Developer
7 61 (8.25%) Data Architect
8 59 (7.98%) Solutions Architect
9 58 (7.85%) Java Architect
10 54 (7.31%) Cloud Architect
10 54 (7.31%) Java Solutions Architect
11 53 (7.17%) PHP Developer
12 52 (7.04%) Cloud Solutions Architect
13 50 (6.77%) AWS Architect
13 50 (6.77%) AWS Solutions Architect
14 44 (5.95%) Linux Engineer
15 43 (5.82%) Java Engineer
16 39 (5.28%) DevOps Engineer
17 35 (4.74%) Engineering Manager
18 34 (4.60%) Software Engineer
Libraries, Frameworks & Software Standards
1 179 (24.22%) Web Services
2 139 (18.81%) HTML
3 127 (17.19%) LAMP
4 121 (16.37%) Spring
5 115 (15.56%) CSS
6 110 (14.88%) gRPC
7 94 (12.72%) Kafka
8 77 (10.42%) OAuth
9 74 (10.01%) Swagger
10 66 (8.93%) jQuery
11 61 (8.25%) RabbitMQ
12 57 (7.71%) AngularJS
12 57 (7.71%) Spring Boot
13 54 (7.31%) RESTful
14 47 (6.36%) Laravel
14 47 (6.36%) Spring Integration
15 45 (6.09%) Node.js
15 45 (6.09%) React
16 40 (5.41%) JSON
17 39 (5.28%) REST
Miscellaneous
1 112 (15.16%) Hedge funds
2 79 (10.69%) Analytical Skills
3 27 (3.65%) Data Centre
3 27 (3.65%) Mobile App
4 24 (3.25%) Self-Motivation
4 24 (3.25%) User Experience
5 23 (3.11%) Greenfield Project
6 15 (2.03%) Enterprise Software
6 15 (2.03%) PKI
7 14 (1.89%) Data Structures
7 14 (1.89%) Linux Command Line
8 10 (1.35%) Algorithms
8 10 (1.35%) Cloud Native
8 10 (1.35%) Market Risk
9 9 (1.22%) Blog
10 8 (1.08%) Public Cloud
11 7 (0.95%) Clustering
12 6 (0.81%) Derivative
12 6 (0.81%) Driving Licence
12 6 (0.81%) Foreign Exchange (FX)
Operating Systems
1 286 (38.70%) Linux
2 70 (9.47%) Windows
3 43 (5.82%) CentOS
4 42 (5.68%) Unix
5 37 (5.01%) Windows Server
6 36 (4.87%) Ubuntu
7 31 (4.19%) Red Hat Enterprise Linux
8 16 (2.17%) Windows Server 2016
9 15 (2.03%) Windows Server 2012
10 13 (1.76%) Debian
11 8 (1.08%) Solaris
12 7 (0.95%) Fedora
13 5 (0.68%) Android
14 4 (0.54%) Mac OS X
15 2 (0.27%) DC/OS
15 2 (0.27%) Windows 10
16 1 (0.14%) Apple iOS
16 1 (0.14%) CoreOS
16 1 (0.14%) Kali Linux
16 1 (0.14%) Windows 7
Processes & Methodologies
1 266 (35.99%) DevOps
2 207 (28.01%) Agile Software Development
3 180 (24.36%) Microservices
4 128 (17.32%) Mentoring
5 124 (16.78%) Asset Management
6 115 (15.56%) Investment Management
6 115 (15.56%) Software Engineering
7 86 (11.64%) Technology Roadmap
8 82 (11.10%) MVC
9 76 (10.28%) Problem-Solving
10 73 (9.88%) OOP
11 71 (9.61%) Analytics
12 61 (8.25%) Continuous Integration
13 60 (8.12%) Business Intelligence
14 58 (7.85%) ETL
14 58 (7.85%) Scrum
15 57 (7.71%) Service Management
16 54 (7.31%) Web Development
17 53 (7.17%) Machine Learning
18 51 (6.90%) E-Commerce
Programming Languages
1 359 (48.58%) Python
2 324 (43.84%) Java
3 285 (38.57%) SQL
4 168 (22.73%) JavaScript
5 165 (22.33%) PHP
6 93 (12.58%) Scala
7 48 (6.50%) Bash Shell
8 47 (6.36%) C#
9 39 (5.28%) PowerShell
10 33 (4.47%) Ruby
10 33 (4.47%) Shell Script
11 31 (4.19%) Perl
11 31 (4.19%) R
12 30 (4.06%) C++
13 25 (3.38%) C
14 24 (3.25%) TypeScript
15 20 (2.71%) Java 8
16 19 (2.57%) Go
17 18 (2.44%) T-SQL
18 13 (1.76%) PHP 7
Qualifications
1 64 (8.66%) Security Cleared
2 62 (8.39%) Degree
3 55 (7.44%) SC Cleared
4 50 (6.77%) Sun Certification
5 18 (2.44%) Computer Science Degree
6 12 (1.62%) RHCE
7 10 (1.35%) MCP
8 7 (0.95%) DV Cleared
9 6 (0.81%) AWS Certification
10 5 (0.68%) PhD
11 4 (0.54%) TOGAF Certification
12 3 (0.41%) Master's Degree
13 2 (0.27%) CCNP
13 2 (0.27%) Cisco Certification
13 2 (0.27%) DBS Check
13 2 (0.27%) ITIL Foundation Certificate
13 2 (0.27%) MCSE
13 2 (0.27%) Microsoft Certification
13 2 (0.27%) RHCSA
14 1 (0.14%) CCNA
Quality Assurance & Compliance
1 27 (3.65%) QA
2 24 (3.25%) GDPR
3 8 (1.08%) SLA
4 5 (0.68%) Data Quality
5 2 (0.27%) ISO/IEC 27001
5 2 (0.27%) PCI DSS
6 1 (0.14%) COBIT
6 1 (0.14%) MiFID
6 1 (0.14%) Sarbanes-Oxley
System Software
1 191 (25.85%) Docker
2 23 (3.11%) Hyper-V
3 22 (2.98%) VMware Infrastructure
4 19 (2.57%) Active Directory
5 11 (1.49%) Virtual Servers
6 9 (1.22%) vSphere
6 9 (1.22%) XenApp
7 7 (0.95%) KVM
7 7 (0.95%) XenDesktop
8 5 (0.68%) Btrfs
8 5 (0.68%) Ceph
8 5 (0.68%) DRBD
8 5 (0.68%) HDFS
8 5 (0.68%) Xen
9 4 (0.54%) Virtual Machines
10 2 (0.27%) Apache ZooKeeper
10 2 (0.27%) LXC
10 2 (0.27%) VMware ESXi
11 1 (0.14%) Tivoli Directory Server
11 1 (0.14%) Varnish
Systems Management
1 241 (32.61%) Kubernetes
2 105 (14.21%) Terraform
3 72 (9.74%) Ansible
4 51 (6.90%) Grafana
5 39 (5.28%) Puppet
6 29 (3.92%) Opscode Chef
7 17 (2.30%) Nagios
8 15 (2.03%) Icinga
9 11 (1.49%) HAProxy
10 10 (1.35%) Prometheus
11 9 (1.22%) Mesos
11 9 (1.22%) Rundeck
12 5 (0.68%) Check_MK
13 4 (0.54%) Ambari
13 4 (0.54%) Hadoop YARN
13 4 (0.54%) logstash
13 4 (0.54%) Oracle ZFS
13 4 (0.54%) Packer
13 4 (0.54%) Salt
13 4 (0.54%) Zipkin
Vendors
1 198 (26.79%) Google
2 110 (14.88%) Oracle
3 59 (7.98%) Splunk
4 48 (6.50%) Microsoft
5 47 (6.36%) ServiceNow
6 46 (6.22%) Red Hat
7 38 (5.14%) VMware
8 32 (4.33%) Databricks
9 18 (2.44%) Tableau
10 11 (1.49%) Hortonworks
11 10 (1.35%) SAP
12 9 (1.22%) IBM
12 9 (1.22%) Teradata
13 8 (1.08%) Cisco
13 8 (1.08%) Cloudera
13 8 (1.08%) Zend
14 7 (0.95%) F5
15 6 (0.81%) Adobe
15 6 (0.81%) Citrix
16 5 (0.68%) Ab Initio