Period
to 25 November 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 25 November 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
25 Nov 2020
Same period 2019 Same period 2018
Rank 237 328 231
Rank change year-on-year +91 -97 -29
Permanent jobs citing Apache 732 1,287 2,390
As % of all permanent jobs advertised in the UK 1.34% 0.95% 1.49%
As % of the Application Platforms category 9.58% 6.50% 9.29%
Number of salaries quoted 764 1,172 1,958
Median annual salary £57,500 £57,500 £52,500
Median salary % change year-on-year - +9.52% +5.00%
10th Percentile £36,075 £32,500 £30,850
90th Percentile £115,875 £91,250 £85,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

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 7,639 19,807 25,730
As % of all permanent IT jobs advertised in the UK 13.94% 14.68% 16.09%
Number of salaries quoted 6,367 15,930 20,709
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £31,250 £27,500 £27,750
90th Percentile £87,500 £85,000 £82,500
UK excluding London median annual salary £45,000 £43,500 £43,500
% change year-on-year +3.45% - +8.75%

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 25 November 2020.

Salary histogram for Apache in the UK

Apache
Top 17 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 November 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 +84 660 £60,000 +4.35% 159
UK excluding London +101 414 £47,500 - 106
London +71 305 £90,000 +24.14% 63
South East +95 120 £45,000 -21.74% 27
Work from Home +62 119 £60,000 +9.09% 21
North of England +124 93 £60,000 +20.00% 27
South West +59 90 £44,000 -2.22% 21
North West +109 62 £53,500 -2.73% 16
Scotland +40 33 £47,500 +9.20% 7
East of England +120 30 £55,000 +4.76% 9
Wales +61 29 £45,000 +5.88% 4
Yorkshire +79 22 £65,000 +39.78% 6
Midlands +37 16 £65,000 +73.33% 10
East Midlands +53 14 £65,000 +100.00% 7
North East +24 8 £65,000 +20.37% 5
Northern Ireland +25 3 £52,500 +10.53% 1
West Midlands +54 2 £35,000 -11.98% 3

For the 6 months to 25 November 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.

1 360 (49.18%) Python
2 303 (41.39%) SQL
3 302 (41.26%) Java
4 291 (39.75%) AWS
5 281 (38.39%) Linux
6 260 (35.52%) MySQL
7 238 (32.51%) DevOps
8 234 (31.97%) Apache Spark
9 233 (31.83%) Azure
10 213 (29.10%) Kubernetes
11 212 (28.96%) Agile Software Development
12 210 (28.69%) GCP
13 191 (26.09%) Docker
14 185 (25.27%) JavaScript
15 179 (24.45%) Finance
16 175 (23.91%) Google
17 170 (23.22%) Web Services
18 163 (22.27%) PostgreSQL
19 157 (21.45%) Microservices
20 144 (19.67%) SQL Server
21 142 (19.40%) Jenkins
22 137 (18.72%) HTML
23 136 (18.58%) PHP
24 132 (18.03%) Big Data
25 131 (17.90%) Software Engineering
26 124 (16.94%) Spring
26 124 (16.94%) Serverless
27 118 (16.12%) AWS Lambda
28 117 (15.98%) Elasticsearch
29 116 (15.85%) Terraform

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
1 234 (31.97%) Apache Spark
2 117 (15.98%) Elasticsearch
3 79 (10.79%) nginx
4 67 (9.15%) Tomcat
5 35 (4.78%) Apache Airflow
5 35 (4.78%) IIS
6 24 (3.28%) CMS
7 20 (2.73%) WordPress
8 15 (2.05%) Apache Synapse
8 15 (2.05%) Confluence
9 14 (1.91%) Cloud Foundry
10 12 (1.64%) WebLogic
11 11 (1.50%) JBoss
12 10 (1.37%) WebSphere
13 8 (1.09%) SAS
14 7 (0.96%) Drupal
15 6 (0.82%) OpenStack
16 5 (0.68%) Red Hat Fuse
17 4 (0.55%) Liferay
18 3 (0.41%) Jetty
Applications
1 12 (1.64%) Microsoft Excel
2 5 (0.68%) Microsoft Office
3 2 (0.27%) MS Visio
4 1 (0.14%) Simulink
Business Applications
1 11 (1.50%) Magento
2 4 (0.55%) FLEXCUBE
2 4 (0.55%) Payment Gateway
3 2 (0.27%) Dynamics CRM
3 2 (0.27%) Sparx Enterprise Architect
4 1 (0.14%) SAP Hybris
Cloud Services
1 291 (39.75%) AWS
2 233 (31.83%) Azure
3 210 (28.69%) GCP
4 124 (16.94%) Serverless
5 118 (16.12%) AWS Lambda
6 74 (10.11%) Amazon ECS
7 68 (9.29%) GitHub
8 61 (8.33%) Apigee
9 55 (7.51%) Stackdriver
10 47 (6.42%) Amazon S3
11 42 (5.74%) Amazon EC2
12 27 (3.69%) Azure Data Factory
13 20 (2.73%) Power Platform
14 18 (2.46%) SaaS
15 16 (2.19%) OpenShift
16 14 (1.91%) AWS CloudFormation
17 11 (1.50%) Amazon CloudWatch
17 11 (1.50%) Amazon EMR
18 10 (1.37%) Amazon Kinesis
19 9 (1.23%) npm
Communications & Networking
1 32 (4.37%) HTTP
2 29 (3.96%) TCP/IP
3 26 (3.55%) Firewall
4 18 (2.46%) DNS
5 16 (2.19%) SSL
5 16 (2.19%) VPN
6 15 (2.05%) Internet
7 11 (1.50%) Network Security
7 11 (1.50%) SSH
8 9 (1.23%) IPv4
8 9 (1.23%) IPv6
9 8 (1.09%) NetScaler
10 7 (0.96%) Kerberos
10 7 (0.96%) WAN
10 7 (0.96%) Wi-Fi
11 6 (0.82%) LAN
11 6 (0.82%) OpenVPN
12 5 (0.68%) DHCP
12 5 (0.68%) SAN
13 4 (0.55%) VLAN
Database & Business Intelligence
1 260 (35.52%) MySQL
2 163 (22.27%) PostgreSQL
3 144 (19.67%) SQL Server
4 132 (18.03%) Big Data
5 109 (14.89%) Data Warehouse
6 95 (12.98%) Amazon Redshift
7 89 (12.16%) Hadoop
8 66 (9.02%) NoSQL
9 57 (7.79%) Data Lake
10 43 (5.87%) Apache Ignite
10 43 (5.87%) MongoDB
11 37 (5.05%) Amazon DynamoDB
11 37 (5.05%) Apache Cassandra
12 30 (4.10%) Relational Database
13 28 (3.83%) Azure SQL Database
14 24 (3.28%) Apache Hive
14 24 (3.28%) BigQuery
15 23 (3.14%) Redis
16 22 (3.01%) Azure SQL Data Warehouse
17 21 (2.87%) Snowflake Schema
Development Applications
1 142 (19.40%) Jenkins
2 115 (15.71%) Git (software)
3 70 (9.56%) GitLab
4 55 (7.51%) Artifactory
4 55 (7.51%) Gradle
5 24 (3.28%) JIRA
6 18 (2.46%) Maven
7 17 (2.32%) Bitbucket
8 13 (1.78%) Atlassian Bamboo
9 12 (1.64%) JUnit
10 11 (1.50%) TeamCity
11 10 (1.37%) PHPUnit
11 10 (1.37%) Travis CI
12 8 (1.09%) Subversion
13 7 (0.96%) Eclipse
13 7 (0.96%) Mockito
13 7 (0.96%) Selenium
14 5 (0.68%) IntelliJ
15 4 (0.55%) Grunt
15 4 (0.55%) Vagrant
General
1 179 (24.45%) Finance
2 99 (13.52%) Banking
3 73 (9.97%) Public Sector
4 52 (7.10%) Back Office
5 43 (5.87%) Marketing
6 41 (5.60%) Front Office
7 31 (4.23%) Games
8 29 (3.96%) Retail
9 20 (2.73%) Advertising
10 14 (1.91%) Telecoms
11 10 (1.37%) Legal
12 7 (0.96%) Investment Banking
12 7 (0.96%) Manufacturing
13 5 (0.68%) Electronics
13 5 (0.68%) Publishing
14 4 (0.55%) German Language
14 4 (0.55%) Retail Banking
15 3 (0.41%) Automotive
15 3 (0.41%) Law
16 2 (0.27%) Military
Job Titles
1 341 (46.58%) Developer
2 91 (12.43%) Java Developer
3 83 (11.34%) Data Engineer
4 79 (10.79%) Senior Developer
5 75 (10.25%) Architect
6 63 (8.61%) Software Engineer
7 61 (8.33%) DevOps Engineer
8 60 (8.20%) Java Architect
9 57 (7.79%) Data Architect
9 57 (7.79%) Full Stack Developer
10 54 (7.38%) Solutions Architect
11 51 (6.97%) Java Solutions Architect
11 51 (6.97%) Python Developer
12 50 (6.83%) AWS Architect
13 48 (6.56%) PHP Developer
14 47 (6.42%) AWS Solutions Architect
15 46 (6.28%) Java Engineer
15 46 (6.28%) Python Engineer
16 45 (6.15%) Developer/Software Engineer
17 43 (5.87%) Cloud Architect
Libraries, Frameworks & Software Standards
1 170 (23.22%) Web Services
2 137 (18.72%) HTML
3 124 (16.94%) Spring
4 114 (15.57%) LAMP
5 110 (15.03%) Kafka
6 98 (13.39%) CSS
7 86 (11.75%) AngularJS
8 77 (10.52%) React
9 76 (10.38%) RabbitMQ
10 73 (9.97%) gRPC
11 67 (9.15%) jQuery
12 64 (8.74%) Vue.js
13 61 (8.33%) Spring Boot
14 58 (7.92%) Swagger
15 56 (7.65%) Spring Integration
16 55 (7.51%) Node.js
16 55 (7.51%) OAuth
17 54 (7.38%) RESTful
18 40 (5.46%) HTML5
18 40 (5.46%) REST
Miscellaneous
1 92 (12.57%) Hedge funds
2 62 (8.47%) Analytical Skills
3 54 (7.38%) Greenfield Project
4 37 (5.05%) Foreign Exchange (FX)
5 34 (4.64%) Fixed Income
6 32 (4.37%) Derivative
6 32 (4.37%) Equities
7 23 (3.14%) Data Centre
7 23 (3.14%) Mobile App
7 23 (3.14%) Self-Motivation
8 20 (2.73%) User Experience
9 18 (2.46%) Enterprise Software
10 15 (2.05%) Market Risk
11 12 (1.64%) Blog
11 12 (1.64%) Linux Command Line
12 11 (1.50%) Data Structures
13 9 (1.23%) Credit Risk
14 8 (1.09%) Driving Licence
15 7 (0.96%) Internet of Things
15 7 (0.96%) Public Cloud
Operating Systems
1 281 (38.39%) Linux
2 66 (9.02%) Windows
3 48 (6.56%) CentOS
4 46 (6.28%) Ubuntu
5 30 (4.10%) Unix
5 30 (4.10%) Windows Server
6 23 (3.14%) Red Hat Enterprise Linux
7 15 (2.05%) Debian
8 10 (1.37%) Fedora
8 10 (1.37%) Windows Server 2012
8 10 (1.37%) Windows Server 2016
9 6 (0.82%) Windows 10
9 6 (0.82%) Windows 7
10 3 (0.41%) Mac OS
11 2 (0.27%) Android
11 2 (0.27%) Apple iOS
11 2 (0.27%) DC/OS
11 2 (0.27%) Mac OS X
11 2 (0.27%) Solaris
11 2 (0.27%) Windows Server 2008
Processes & Methodologies
1 238 (32.51%) DevOps
2 212 (28.96%) Agile Software Development
3 157 (21.45%) Microservices
4 131 (17.90%) Software Engineering
5 103 (14.07%) Asset Management
6 92 (12.57%) Problem-Solving
7 81 (11.07%) Continuous Integration
8 77 (10.52%) Mentoring
9 69 (9.43%) MVC
9 69 (9.43%) OOP
10 68 (9.29%) Analytics
10 68 (9.29%) Service Management
11 67 (9.15%) ETL
12 65 (8.88%) Business Intelligence
13 64 (8.74%) Investment Management
13 64 (8.74%) Technology Roadmap
14 57 (7.79%) API Integration
14 57 (7.79%) ITSM
15 48 (6.56%) Web Development
16 47 (6.42%) OO
Programming Languages
1 360 (49.18%) Python
2 303 (41.39%) SQL
3 302 (41.26%) Java
4 185 (25.27%) JavaScript
5 136 (18.58%) PHP
6 114 (15.57%) Scala
7 52 (7.10%) TypeScript
8 43 (5.87%) Bash Shell
9 42 (5.74%) C#
9 42 (5.74%) Kotlin
10 37 (5.05%) Clojure
11 28 (3.83%) PowerShell
12 25 (3.42%) Shell Script
13 24 (3.28%) Ruby
14 19 (2.60%) Java 8
15 18 (2.46%) C
16 17 (2.32%) Go
16 17 (2.32%) Perl
16 17 (2.32%) R
17 16 (2.19%) PHP 7
Qualifications
1 69 (9.43%) Security Cleared
2 65 (8.88%) SC Cleared
3 52 (7.10%) Degree
4 48 (6.56%) Sun Certification
5 20 (2.73%) Computer Science Degree
6 11 (1.50%) RHCE
7 7 (0.96%) AWS Certification
7 7 (0.96%) DV Cleared
8 5 (0.68%) Master's Degree
9 4 (0.55%) Cisco Certification
9 4 (0.55%) PhD
10 3 (0.41%) CCNA
10 3 (0.41%) Microsoft Certification
11 2 (0.27%) CCNP
11 2 (0.27%) CISSP
11 2 (0.27%) HND
11 2 (0.27%) ITIL Foundation Certificate
11 2 (0.27%) MCP
11 2 (0.27%) MCSE
11 2 (0.27%) RHCSA
Quality Assurance & Compliance
1 44 (6.01%) QA
2 16 (2.19%) GDPR
3 10 (1.37%) SLA
4 4 (0.55%) Data Quality
5 3 (0.41%) ISO/IEC 27001
6 1 (0.14%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 1 (0.14%) MiFID
6 1 (0.14%) PCI DSS
System Software
1 191 (26.09%) Docker
2 28 (3.83%) VMware Infrastructure
3 22 (3.01%) Active Directory
4 18 (2.46%) Hyper-V
5 12 (1.64%) vSphere
5 12 (1.64%) XenApp
6 10 (1.37%) XenDesktop
7 8 (1.09%) KVM
8 7 (0.96%) Virtual Servers
9 5 (0.68%) HDFS
9 5 (0.68%) Xen
10 4 (0.55%) Samba
11 3 (0.41%) Apache ZooKeeper
11 3 (0.41%) Postfix
12 2 (0.27%) Btrfs
12 2 (0.27%) Ceph
12 2 (0.27%) DRBD
12 2 (0.27%) etcd
12 2 (0.27%) Microsoft Virtual Server
12 2 (0.27%) Virtual Machines
Systems Management
1 213 (29.10%) Kubernetes
2 116 (15.85%) Terraform
3 95 (12.98%) Ansible
4 64 (8.74%) Grafana
5 44 (6.01%) Opscode Chef
6 42 (5.74%) Puppet
7 19 (2.60%) Prometheus
8 14 (1.91%) HAProxy
9 11 (1.50%) Nagios
10 10 (1.37%) Icinga
11 8 (1.09%) Graphite
11 8 (1.09%) ZABBIX
12 6 (0.82%) Docker Swarm
12 6 (0.82%) Mesos
13 5 (0.68%) Consul
13 5 (0.68%) Munin
13 5 (0.68%) Packer
13 5 (0.68%) SCCM
14 4 (0.55%) Oracle Enterprise Manager
14 4 (0.55%) Oracle RMAN
Vendors
1 175 (23.91%) Google
2 65 (8.88%) Splunk
3 62 (8.47%) Oracle
4 56 (7.65%) Databricks
4 56 (7.65%) Microsoft
5 55 (7.51%) ServiceNow
6 48 (6.56%) Red Hat
7 41 (5.60%) VMware
8 17 (2.32%) Cisco
9 12 (1.64%) SAP
10 9 (1.23%) F5
10 9 (1.23%) Vertica
11 8 (1.09%) Salesforce.com
12 7 (0.96%) Adobe
12 7 (0.96%) IBM
12 7 (0.96%) Teradata
12 7 (0.96%) Zend
13 6 (0.82%) Citrix
14 5 (0.68%) HP
15 4 (0.55%) Atlassian