Period
to 3 August 2021

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 3 August 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
3 Aug 2021
Same period 2020 Same period 2019
Rank 271 252 278
Rank change year-on-year -19 +26 -44
Permanent jobs citing Apache 1,434 877 1,732
As % of all permanent jobs advertised in the UK 1.26% 1.30% 1.20%
As % of the Application Platforms category 9.18% 9.16% 8.07%
Number of salaries quoted 816 741 1,417
10th Percentile £35,250 £33,750 £32,500
25th Percentile £42,500 £41,250 £37,500
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £81,250 £78,750 £72,500
90th Percentile £100,000 £116,250 £90,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 15,625 9,576 21,464
As % of all permanent IT jobs advertised in the UK 13.78% 14.22% 14.89%
Number of salaries quoted 10,267 7,608 17,100
10th Percentile £31,250 £31,250 £28,000
25th Percentile £40,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £73,750 £72,500 £68,750
90th Percentile £88,750 £90,000 £85,000
UK excluding London median annual salary £45,000 £45,000 £43,500
% change year-on-year - +3.45% -0.57%

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 3 August 2021.

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 3 August 2021. 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 -18 1,297 £60,000 +4.35% 218
London +5 703 £70,000 -8.20% 98
UK excluding London -40 659 £47,500 +5.56% 137
South East +13 296 £45,000 -10.00% 29
Work from Home -48 294 £55,000 - 42
North of England -71 103 £46,250 -7.50% 34
Scotland -16 73 £52,500 +31.25% 11
South West -98 73 £44,000 +10.00% 25
Midlands -41 58 £45,000 +12.50% 15
Yorkshire -36 54 £37,500 -21.05% 12
North West -76 46 £50,000 -6.54% 18
East of England -43 38 £55,000 +4.76% 16
West Midlands -47 38 £45,000 +12.50% 12
East Midlands -34 20 £42,500 +6.25% 3
Wales -26 16 £45,000 -10.00% 5
North East -30 3 £40,000 -20.00% 4
Northern Ireland -31 2 £65,000 - 3

For the 6 months to 3 August 2021, 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.

1 696 (48.54%) Python
2 688 (47.98%) AWS
3 643 (44.84%) Java
4 624 (43.51%) Linux
5 586 (40.86%) Agile Software Development
6 510 (35.56%) Software Engineering
7 501 (34.94%) Apache Spark
8 478 (33.33%) SQL
9 477 (33.26%) DevOps
10 458 (31.94%) Finance
11 443 (30.89%) Azure
12 424 (29.57%) AngularJS
13 415 (28.94%) React
14 413 (28.80%) JavaScript
15 400 (27.89%) Full Stack Development
16 399 (27.82%) CSS
17 385 (26.85%) Git (software)
18 367 (25.59%) GCP
19 363 (25.31%) Spring
20 349 (24.34%) Jenkins
21 346 (24.13%) Microservices
22 343 (23.92%) MySQL
23 330 (23.01%) Kafka
24 327 (22.80%) Kubernetes
24 327 (22.80%) PostgreSQL
25 326 (22.73%) LAMP
26 324 (22.59%) Big Data
27 323 (22.52%) NoSQL
28 313 (21.83%) Redis
29 308 (21.48%) Node.js

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
1 501 (34.94%) Apache Spark
2 182 (12.69%) Tomcat
3 177 (12.34%) GemFire
4 164 (11.44%) nginx
5 148 (10.32%) Apache Airflow
6 139 (9.69%) Elasticsearch
7 99 (6.90%) IIS
8 59 (4.11%) WordPress
9 51 (3.56%) Confluence
10 45 (3.14%) CMS
11 33 (2.30%) JBoss
12 28 (1.95%) Apache Solr
13 26 (1.81%) Apache TomEE
14 22 (1.53%) SharePoint
15 21 (1.46%) Apache Pulsar
16 18 (1.26%) Drupal
16 18 (1.26%) WebLogic
17 12 (0.84%) Apache Synapse
18 10 (0.70%) ejabberd
19 8 (0.56%) Oracle SOA Suite
Applications
1 8 (0.56%) Photoshop
2 7 (0.49%) Adobe Illustrator
2 7 (0.49%) Spreadsheet
3 5 (0.35%) Fireworks
4 2 (0.14%) Microsoft Office
5 1 (0.070%) Adobe XD
5 1 (0.070%) Microsoft Excel
Business Applications
1 12 (0.84%) Magento
2 7 (0.49%) Payment Gateway
3 6 (0.42%) Oracle Applications
3 6 (0.42%) Shopify
4 5 (0.35%) Oracle EBS
5 2 (0.14%) FLEXCUBE
5 2 (0.14%) Oracle EBS R12
5 2 (0.14%) SAP Hybris
5 2 (0.14%) SAP S/4HANA
5 2 (0.14%) Workfront
6 1 (0.070%) Oracle 11i
6 1 (0.070%) Oracle Financials
6 1 (0.070%) Oracle iProcurement
6 1 (0.070%) SAP CRM
6 1 (0.070%) SAP ERP
6 1 (0.070%) WebTrends
Cloud Services
1 688 (47.98%) AWS
2 443 (30.89%) Azure
3 367 (25.59%) GCP
4 221 (15.41%) GitHub
5 209 (14.57%) Serverless
6 165 (11.51%) Amazon S3
7 155 (10.81%) Amazon Kinesis
8 152 (10.60%) Amazon EC2
9 149 (10.39%) AWS Lambda
10 75 (5.23%) SaaS
11 71 (4.95%) OpenShift
12 55 (3.84%) Power Platform
13 50 (3.49%) Cloud Functions
14 44 (3.07%) npm
15 36 (2.51%) PaaS
16 35 (2.44%) Amazon SQS
17 30 (2.09%) Snowflake
18 28 (1.95%) Microsoft 365
19 27 (1.88%) Amazon EMR
20 24 (1.67%) Cloud Computing
Communications & Networking
1 83 (5.79%) Firewall
2 74 (5.16%) HTTP
3 68 (4.74%) DNS
4 47 (3.28%) Internet
5 43 (3.00%) VPN
6 42 (2.93%) TCP/IP
7 37 (2.58%) SSL
8 27 (1.88%) AMQP
9 26 (1.81%) DHCP
10 21 (1.46%) LAN
11 19 (1.32%) Network Security
12 16 (1.12%) BGP
12 16 (1.12%) Diameter Protocol
12 16 (1.12%) SMTP
12 16 (1.12%) SNMP
12 16 (1.12%) VoIP
13 13 (0.91%) PBX
13 13 (0.91%) SAN
14 12 (0.84%) DMZ
14 12 (0.84%) NetScaler
Database & Business Intelligence
1 343 (23.92%) MySQL
2 327 (22.80%) PostgreSQL
3 324 (22.59%) Big Data
4 323 (22.52%) NoSQL
5 313 (21.83%) Redis
6 231 (16.11%) MariaDB
7 220 (15.34%) Relational Database
8 200 (13.95%) HBase
9 172 (11.99%) Hadoop
10 149 (10.39%) SQL Server
11 110 (7.67%) Amazon DynamoDB
12 107 (7.46%) Data Warehouse
13 95 (6.62%) MongoDB
14 92 (6.42%) Apache Ignite
15 90 (6.28%) BigQuery
16 73 (5.09%) Data Lake
17 72 (5.02%) Amazon Redshift
18 66 (4.60%) Metadata
19 59 (4.11%) Apache Cassandra
20 55 (3.84%) Power BI
Development Applications
1 385 (26.85%) Git (software)
2 349 (24.34%) Jenkins
3 209 (14.57%) Gradle
4 185 (12.90%) Cucumber
4 185 (12.90%) JUnit
5 183 (12.76%) Protractor
5 183 (12.76%) Sonatype Nexus
6 179 (12.48%) Cypress.io
6 179 (12.48%) IntelliJ
7 177 (12.34%) Eclipse
8 176 (12.27%) Storybook
9 175 (12.20%) Mockito
10 118 (8.23%) Artifactory
11 103 (7.18%) JIRA
12 74 (5.16%) SonarQube
13 45 (3.14%) Bitbucket
14 31 (2.16%) GitLab
15 29 (2.02%) Selenium
16 27 (1.88%) gulp
17 25 (1.74%) webpack
General
1 458 (31.94%) Finance
2 300 (20.92%) Social Skills
3 209 (14.57%) Banking
4 190 (13.25%) Law
5 180 (12.55%) Inclusion and Diversity
6 138 (9.62%) Analytical Skills
7 80 (5.58%) Front Office
8 72 (5.02%) Games
9 63 (4.39%) Marketing
10 39 (2.72%) Retail
11 34 (2.37%) Telecoms
12 30 (2.09%) Back Office
13 25 (1.74%) Organisational Skills
14 21 (1.46%) Public Sector
15 18 (1.26%) Billing
16 16 (1.12%) Advertising
17 13 (0.91%) Publishing
18 12 (0.84%) Manufacturing
19 10 (0.70%) Electronics
19 10 (0.70%) Influencing Skills
Job Titles
1 493 (34.38%) Developer
2 341 (23.78%) Software Engineer
3 164 (11.44%) Data Engineer
4 126 (8.79%) Python Engineer
5 105 (7.32%) Python Developer
6 91 (6.35%) Python Software Engineer
7 88 (6.14%) Full Stack Developer
8 86 (6.00%) Java Developer
9 85 (5.93%) PHP Developer
10 83 (5.79%) Developer/Software Engineer
11 79 (5.51%) Principal Engineer
12 71 (4.95%) Principal Software Engineer
13 70 (4.88%) Lead Developer
14 69 (4.81%) DevOps Engineer
15 63 (4.39%) AWS Engineer
15 63 (4.39%) JavaScript Developer
16 61 (4.25%) Senior Developer
17 59 (4.11%) Architect
17 59 (4.11%) Software Developer
18 57 (3.97%) Linux Engineer
Libraries, Frameworks & Software Standards
1 424 (29.57%) AngularJS
2 415 (28.94%) React
3 399 (27.82%) CSS
4 363 (25.31%) Spring
5 330 (23.01%) Kafka
6 326 (22.73%) LAMP
7 308 (21.48%) Node.js
8 273 (19.04%) RESTful
9 270 (18.83%) HTML
10 230 (16.04%) Redux
11 224 (15.62%) JSON
12 219 (15.27%) Web Services
13 207 (14.44%) Express
14 188 (13.11%) RabbitMQ
15 187 (13.04%) Twitter Bootstrap
16 180 (12.55%) Spark Streaming
16 180 (12.55%) Tailwind CSS
17 174 (12.13%) LAPP Stack
18 170 (11.85%) WireMock
19 160 (11.16%) Play Framework
Miscellaneous
1 221 (15.41%) Linux Command Line
2 189 (13.18%) User Experience
3 112 (7.81%) Self-Motivation
4 81 (5.65%) Derivative
5 80 (5.58%) Fixed Income
5 80 (5.58%) Foreign Exchange (FX)
6 79 (5.51%) Equities
6 79 (5.51%) Hedge funds
7 48 (3.35%) Data Centre
8 43 (3.00%) Mobile App
9 32 (2.23%) NHS
10 29 (2.02%) Enterprise Software
11 27 (1.88%) Public Cloud
12 26 (1.81%) Algorithms
13 23 (1.60%) Clustering
14 22 (1.53%) Enterprise Cloud
15 21 (1.46%) Greenfield Project
15 21 (1.46%) Social Network
16 19 (1.32%) e-Learning
16 19 (1.32%) PKI
Operating Systems
1 624 (43.51%) Linux
2 229 (15.97%) Unix
3 153 (10.67%) Windows
4 84 (5.86%) CentOS
5 44 (3.07%) Ubuntu
6 38 (2.65%) Android
6 38 (2.65%) Windows Server
7 34 (2.37%) Apple iOS
8 27 (1.88%) Red Hat Enterprise Linux
9 26 (1.81%) Debian
10 8 (0.56%) SUSE
11 6 (0.42%) Windows Server 2016
12 5 (0.35%) Fedora
12 5 (0.35%) Solaris
12 5 (0.35%) SUSE Linux Enterprise Server
12 5 (0.35%) Windows 10
12 5 (0.35%) Windows Server 2008
12 5 (0.35%) Windows Server 2012
12 5 (0.35%) Windows Server 2019
13 4 (0.28%) VMS
Processes & Methodologies
1 586 (40.86%) Agile Software Development
2 510 (35.56%) Software Engineering
3 477 (33.26%) DevOps
4 400 (27.89%) Full Stack Development
5 346 (24.13%) Microservices
6 296 (20.64%) Open Source
7 262 (18.27%) Computer Science
8 240 (16.74%) Analytics
9 214 (14.92%) OO
10 196 (13.67%) TDD
11 187 (13.04%) Data Pipeline
12 178 (12.41%) Digital Banking
12 178 (12.41%) Validation
13 176 (12.27%) Cross-Browser Testing
14 171 (11.92%) Problem-Solving
15 169 (11.79%) Data Science
16 157 (10.95%) High Availability
17 156 (10.88%) Data Modelling
18 152 (10.60%) Scrum
19 146 (10.18%) BDD
Programming Languages
1 696 (48.54%) Python
2 643 (44.84%) Java
3 478 (33.33%) SQL
4 413 (28.80%) JavaScript
5 233 (16.25%) PHP
6 232 (16.18%) Scala
7 223 (15.55%) Shell Script
8 208 (14.50%) TypeScript
9 188 (13.11%) Groovy
10 114 (7.95%) Bash Shell
11 108 (7.53%) Kotlin
12 82 (5.72%) Clojure
13 72 (5.02%) Go
14 67 (4.67%) C#
15 56 (3.91%) Perl
16 45 (3.14%) C++
17 33 (2.30%) PowerShell
18 29 (2.02%) Ruby
19 25 (1.74%) C
19 25 (1.74%) T-SQL
Qualifications
1 289 (20.15%) Degree
2 170 (11.85%) OCP
2 170 (11.85%) Oracle Certification
3 67 (4.67%) Computer Science Degree
4 25 (1.74%) Security Cleared
5 20 (1.39%) SC Cleared
6 11 (0.77%) RHCE
7 10 (0.70%) HND
8 9 (0.63%) DBS Check
8 9 (0.63%) Master's Degree
9 7 (0.49%) AWS Certification
9 7 (0.49%) Cisco Certification
10 6 (0.42%) CCNA
11 5 (0.35%) PMI Certification
11 5 (0.35%) Sun Certification
12 4 (0.28%) DV Cleared
12 4 (0.28%) PhD
12 4 (0.28%) TOGAF Certification
13 3 (0.21%) MCSA
13 3 (0.21%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 69 (4.81%) GDPR
2 34 (2.37%) QA
3 27 (1.88%) Data Quality
4 16 (1.12%) ISO/IEC 27001
5 12 (0.84%) Accessibility
6 8 (0.56%) PCI DSS
7 6 (0.42%) SLA
8 5 (0.35%) ISO 9001
9 2 (0.14%) COBIT
9 2 (0.14%) NIST
9 2 (0.14%) OpenSCAP
10 1 (0.070%) WCAG
System Software
1 302 (21.06%) Docker
2 182 (12.69%) HDFS
3 166 (11.58%) VMware Infrastructure
4 59 (4.11%) Active Directory
5 34 (2.37%) iptables
6 23 (1.60%) vSphere
7 20 (1.39%) Virtual Machines
8 18 (1.26%) Postfix
9 17 (1.19%) NFS
10 16 (1.12%) KVM
10 16 (1.12%) QEMU
11 14 (0.98%) Apache ZooKeeper
12 12 (0.84%) Virtual Servers
13 11 (0.77%) XenApp
13 11 (0.77%) XenDesktop
14 10 (0.70%) Kamailio
15 6 (0.42%) Hyper-V
15 6 (0.42%) Samba
16 5 (0.35%) Varnish
17 3 (0.21%) VMware ESXi
Systems Management
1 327 (22.80%) Kubernetes
2 291 (20.29%) Ansible
3 112 (7.81%) Terraform
4 94 (6.56%) Puppet
5 87 (6.07%) Opscode Chef
6 64 (4.46%) Prometheus
7 57 (3.97%) Grafana
8 41 (2.86%) HAProxy
9 31 (2.16%) Hadoop YARN
10 26 (1.81%) ZABBIX
11 17 (1.19%) Salt
12 16 (1.12%) Galera Cluster
13 15 (1.05%) Packer
14 13 (0.91%) Docker Swarm
15 11 (0.77%) Icinga
15 11 (0.77%) Nagios
16 10 (0.70%) Rundeck
17 9 (0.63%) Failover Clustering
17 9 (0.63%) Istio
18 8 (0.56%) Graphite
Vendors
1 244 (17.02%) VMware
2 187 (13.04%) Okta
3 152 (10.60%) Google
4 123 (8.58%) Microsoft
5 86 (6.00%) Oracle
6 66 (4.60%) Red Hat
7 62 (4.32%) Databricks
8 42 (2.93%) Cisco
9 26 (1.81%) Talend
10 23 (1.60%) HP
10 23 (1.60%) IBM
11 22 (1.53%) Atlassian
12 18 (1.26%) SonicWALL
13 17 (1.19%) Juniper
13 17 (1.19%) Rackspace
14 16 (1.12%) GENBAND
14 16 (1.12%) Mitel
14 16 (1.12%) Percona
15 15 (1.05%) Cloudera
16 14 (0.98%) SAP