Period
to 3 August 2021

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

Apache HTTP Server (httpd)
UK > England
6 months to
3 Aug 2021
Same period 2020 Same period 2019
Rank 268 250 287
Rank change year-on-year -18 +37 -58
Permanent jobs citing Apache 1,297 826 1,580
As % of all permanent jobs advertised in England 1.29% 1.33% 1.19%
As % of the Application Platforms category 9.41% 9.39% 7.93%
Number of salaries quoted 705 712 1,302
10th Percentile £35,450 £33,750 £33,075
25th Percentile £42,500 £41,250 £40,347
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +4.76%
75th Percentile £82,500 £80,000 £75,000
90th Percentile £105,000 £116,250 £91,250
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 13,777 8,797 19,921
As % of all permanent IT jobs advertised in England 13.73% 14.19% 14.95%
Number of salaries quoted 9,239 7,048 15,937
10th Percentile £31,250 £31,250 £28,250
25th Percentile £40,000 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £53,500 £51,500
Median % change year-on-year +2.80% +3.88% +3.00%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £90,000 £90,000 £85,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Apache
Job Vacancy Trend in England

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

Job vacancy trend for Apache in England

Apache
Salary Trend in England

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

Salary trend for Apache in England

Apache
Salary Histogram in England

Salary distribution for jobs citing Apache in England over the 6 months to 3 August 2021.

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 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
London +5 703 £70,000 -8.20% 99
South East +13 296 £45,000 -10.00% 29
North of England -71 103 £46,250 -7.50% 34
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
North East -30 3 £40,000 -20.00% 4
Apache
UK

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 across the England region with a requirement for Apache.

1 630 (48.57%) Python
2 623 (48.03%) AWS
3 593 (45.72%) Java
4 579 (44.64%) Linux
5 556 (42.87%) Agile Software Development
6 501 (38.63%) Software Engineering
7 463 (35.70%) Apache Spark
8 455 (35.08%) DevOps
9 440 (33.92%) Finance
10 427 (32.92%) SQL
11 397 (30.61%) Azure
12 396 (30.53%) AngularJS
13 384 (29.61%) React
14 374 (28.84%) JavaScript
14 374 (28.84%) Full Stack Development
15 366 (28.22%) Git (software)
16 365 (28.14%) CSS
17 348 (26.83%) Spring
18 324 (24.98%) Microservices
19 323 (24.90%) Jenkins
20 319 (24.60%) GCP
21 313 (24.13%) Kafka
22 310 (23.90%) Big Data
23 308 (23.75%) LAMP
24 305 (23.52%) NoSQL
25 296 (22.82%) Kubernetes
26 294 (22.67%) MySQL
27 291 (22.44%) PostgreSQL
28 286 (22.05%) Redis
29 284 (21.90%) Open Source

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
1 463 (35.70%) Apache Spark
2 177 (13.65%) GemFire
3 156 (12.03%) Tomcat
4 154 (11.87%) nginx
5 132 (10.18%) Apache Airflow
6 126 (9.71%) Elasticsearch
7 95 (7.32%) IIS
8 55 (4.24%) WordPress
9 50 (3.86%) Confluence
10 42 (3.24%) CMS
11 28 (2.16%) JBoss
12 26 (2.00%) Apache TomEE
13 24 (1.85%) Apache Solr
14 21 (1.62%) Apache Pulsar
14 21 (1.62%) SharePoint
15 18 (1.39%) Drupal
16 12 (0.93%) Apache Synapse
17 11 (0.85%) WebLogic
18 10 (0.77%) ejabberd
19 8 (0.62%) Moodle
Applications
1 8 (0.62%) Photoshop
2 7 (0.54%) Adobe Illustrator
2 7 (0.54%) Spreadsheet
3 5 (0.39%) Fireworks
4 1 (0.077%) Adobe XD
4 1 (0.077%) Microsoft Office
Business Applications
1 12 (0.93%) Magento
2 7 (0.54%) Payment Gateway
3 6 (0.46%) Shopify
4 4 (0.31%) Oracle Applications
5 2 (0.15%) FLEXCUBE
5 2 (0.15%) Workfront
6 1 (0.077%) Oracle EBS
6 1 (0.077%) Oracle EBS R12
6 1 (0.077%) WebTrends
Cloud Services
1 623 (48.03%) AWS
2 397 (30.61%) Azure
3 319 (24.60%) GCP
4 211 (16.27%) GitHub
5 204 (15.73%) Serverless
6 146 (11.26%) Amazon EC2
7 144 (11.10%) AWS Lambda
8 137 (10.56%) Amazon S3
9 136 (10.49%) Amazon Kinesis
10 59 (4.55%) OpenShift
11 56 (4.32%) SaaS
12 55 (4.24%) Power Platform
13 50 (3.86%) Cloud Functions
14 34 (2.62%) npm
15 33 (2.54%) Amazon SQS
15 33 (2.54%) PaaS
16 28 (2.16%) Snowflake
17 25 (1.93%) Microsoft 365
18 24 (1.85%) Yarn
19 23 (1.77%) Cloud Computing
Communications & Networking
1 73 (5.63%) Firewall
2 71 (5.47%) HTTP
3 65 (5.01%) DNS
4 46 (3.55%) Internet
5 40 (3.08%) VPN
6 38 (2.93%) TCP/IP
7 32 (2.47%) SSL
8 27 (2.08%) AMQP
9 24 (1.85%) DHCP
10 20 (1.54%) LAN
11 19 (1.46%) Network Security
12 16 (1.23%) BGP
12 16 (1.23%) Diameter Protocol
12 16 (1.23%) SNMP
13 13 (1.00%) VoIP
14 12 (0.93%) SAN
14 12 (0.93%) SMTP
15 11 (0.85%) Asterisk PBX
15 11 (0.85%) DMZ
15 11 (0.85%) PBX
Database & Business Intelligence
1 310 (23.90%) Big Data
2 305 (23.52%) NoSQL
3 294 (22.67%) MySQL
4 291 (22.44%) PostgreSQL
5 286 (22.05%) Redis
6 230 (17.73%) MariaDB
7 209 (16.11%) Relational Database
8 194 (14.96%) HBase
9 146 (11.26%) Hadoop
10 143 (11.03%) SQL Server
11 107 (8.25%) Amazon DynamoDB
12 98 (7.56%) Data Warehouse
13 92 (7.09%) Apache Ignite
14 84 (6.48%) BigQuery
15 80 (6.17%) MongoDB
16 61 (4.70%) Data Lake
17 60 (4.63%) Amazon Redshift
18 58 (4.47%) Metadata
19 55 (4.24%) Power BI
20 53 (4.09%) Apache Cassandra
Development Applications
1 366 (28.22%) Git (software)
2 323 (24.90%) Jenkins
3 209 (16.11%) Gradle
4 185 (14.26%) JUnit
5 184 (14.19%) Cucumber
6 183 (14.11%) Sonatype Nexus
7 180 (13.88%) Protractor
8 179 (13.80%) Cypress.io
8 179 (13.80%) IntelliJ
9 177 (13.65%) Eclipse
10 176 (13.57%) Storybook
11 175 (13.49%) Mockito
12 117 (9.02%) Artifactory
13 94 (7.25%) JIRA
14 74 (5.71%) SonarQube
15 41 (3.16%) Bitbucket
16 27 (2.08%) GitLab
17 25 (1.93%) webpack
18 22 (1.70%) Selenium
19 20 (1.54%) gulp
General
1 440 (33.92%) Finance
2 252 (19.43%) Social Skills
3 209 (16.11%) Banking
4 190 (14.65%) Law
5 180 (13.88%) Inclusion and Diversity
6 132 (10.18%) Analytical Skills
7 80 (6.17%) Front Office
8 69 (5.32%) Games
9 52 (4.01%) Marketing
10 38 (2.93%) Retail
11 32 (2.47%) Telecoms
12 28 (2.16%) Back Office
13 25 (1.93%) Organisational Skills
14 17 (1.31%) Public Sector
15 15 (1.16%) Billing
16 12 (0.93%) Manufacturing
16 12 (0.93%) Publishing
17 10 (0.77%) Electronics
17 10 (0.77%) Influencing Skills
18 9 (0.69%) Presentation Skills
Job Titles
1 438 (33.77%) Developer
2 339 (26.14%) Software Engineer
3 141 (10.87%) Data Engineer
4 125 (9.64%) Python Engineer
5 98 (7.56%) Python Developer
6 91 (7.02%) Python Software Engineer
7 83 (6.40%) Developer/Software Engineer
8 81 (6.25%) Java Developer
9 79 (6.09%) Principal Engineer
10 71 (5.47%) Principal Software Engineer
11 68 (5.24%) Full Stack Developer
12 66 (5.09%) DevOps Engineer
12 66 (5.09%) Lead Developer
13 62 (4.78%) AWS Engineer
13 62 (4.78%) JavaScript Developer
14 61 (4.70%) PHP Developer
15 57 (4.39%) Software Developer
16 56 (4.32%) Lead Software Engineer
17 52 (4.01%) Scala Engineer
18 51 (3.93%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 396 (30.53%) AngularJS
2 384 (29.61%) React
3 365 (28.14%) CSS
4 348 (26.83%) Spring
5 313 (24.13%) Kafka
6 308 (23.75%) LAMP
7 282 (21.74%) Node.js
8 260 (20.05%) RESTful
9 228 (17.58%) Redux
10 225 (17.35%) HTML
11 215 (16.58%) JSON
12 210 (16.19%) Web Services
13 207 (15.96%) Express
14 187 (14.42%) Twitter Bootstrap
15 180 (13.88%) Spark Streaming
15 180 (13.88%) Tailwind CSS
16 175 (13.49%) RabbitMQ
17 172 (13.26%) LAPP Stack
18 170 (13.11%) WireMock
19 160 (12.34%) Play Framework
Miscellaneous
1 220 (16.96%) Linux Command Line
2 181 (13.96%) User Experience
3 109 (8.40%) Self-Motivation
4 81 (6.25%) Derivative
5 80 (6.17%) Fixed Income
5 80 (6.17%) Foreign Exchange (FX)
6 79 (6.09%) Equities
6 79 (6.09%) Hedge funds
7 41 (3.16%) Data Centre
8 32 (2.47%) Mobile App
8 32 (2.47%) NHS
9 29 (2.24%) Enterprise Software
10 25 (1.93%) Algorithms
10 25 (1.93%) Public Cloud
11 23 (1.77%) Clustering
12 21 (1.62%) Greenfield Project
12 21 (1.62%) Social Network
13 17 (1.31%) Data Structures
14 16 (1.23%) PKI
15 11 (0.85%) Private Cloud
Operating Systems
1 579 (44.64%) Linux
2 223 (17.19%) Unix
3 135 (10.41%) Windows
4 72 (5.55%) CentOS
5 40 (3.08%) Ubuntu
6 33 (2.54%) Android
7 28 (2.16%) Apple iOS
8 26 (2.00%) Red Hat Enterprise Linux
9 25 (1.93%) Debian
10 24 (1.85%) Windows Server
11 8 (0.62%) SUSE
12 6 (0.46%) Windows Server 2016
13 5 (0.39%) Fedora
13 5 (0.39%) SUSE Linux Enterprise Server
13 5 (0.39%) Windows Server 2008
13 5 (0.39%) Windows Server 2012
13 5 (0.39%) Windows Server 2019
14 4 (0.31%) VMS
14 4 (0.31%) Windows 10
15 3 (0.23%) Solaris
Processes & Methodologies
1 556 (42.87%) Agile Software Development
2 501 (38.63%) Software Engineering
3 455 (35.08%) DevOps
4 374 (28.84%) Full Stack Development
5 324 (24.98%) Microservices
6 284 (21.90%) Open Source
7 249 (19.20%) Computer Science
8 216 (16.65%) Analytics
9 205 (15.81%) OO
10 193 (14.88%) TDD
11 178 (13.72%) Digital Banking
11 178 (13.72%) Validation
12 176 (13.57%) Cross-Browser Testing
13 173 (13.34%) Data Pipeline
14 161 (12.41%) Data Science
15 156 (12.03%) High Availability
16 148 (11.41%) Scrum
17 143 (11.03%) BDD
18 138 (10.64%) Software Testing
19 137 (10.56%) Business Continuity
Programming Languages
1 630 (48.57%) Python
2 593 (45.72%) Java
3 427 (32.92%) SQL
4 374 (28.84%) JavaScript
5 229 (17.66%) Scala
6 219 (16.89%) Shell Script
7 206 (15.88%) PHP
8 204 (15.73%) TypeScript
9 187 (14.42%) Groovy
10 108 (8.33%) Kotlin
11 106 (8.17%) Bash Shell
12 82 (6.32%) Clojure
13 59 (4.55%) C#
14 54 (4.16%) Perl
15 53 (4.09%) Go
16 45 (3.47%) C++
17 31 (2.39%) PowerShell
18 28 (2.16%) Ruby
19 25 (1.93%) C
19 25 (1.93%) T-SQL
Qualifications
1 275 (21.20%) Degree
2 170 (13.11%) OCP
2 170 (13.11%) Oracle Certification
3 57 (4.39%) Computer Science Degree
4 21 (1.62%) Security Cleared
5 19 (1.46%) SC Cleared
6 9 (0.69%) DBS Check
6 9 (0.69%) HND
7 7 (0.54%) AWS Certification
7 7 (0.54%) Cisco Certification
7 7 (0.54%) Master's Degree
8 6 (0.46%) CCNA
9 5 (0.39%) PMI Certification
9 5 (0.39%) Sun Certification
10 4 (0.31%) DV Cleared
10 4 (0.31%) TOGAF Certification
11 3 (0.23%) MCSA
11 3 (0.23%) Microsoft Certification
11 3 (0.23%) VMware Certified Professional (VCP)
12 2 (0.15%) PhD
Quality Assurance & Compliance
1 69 (5.32%) GDPR
2 31 (2.39%) QA
3 27 (2.08%) Data Quality
4 15 (1.16%) ISO/IEC 27001
5 10 (0.77%) Accessibility
6 8 (0.62%) PCI DSS
7 6 (0.46%) SLA
8 5 (0.39%) ISO 9001
9 2 (0.15%) COBIT
9 2 (0.15%) NIST
9 2 (0.15%) OpenSCAP
10 1 (0.077%) WCAG
System Software
1 275 (21.20%) Docker
2 182 (14.03%) HDFS
3 152 (11.72%) VMware Infrastructure
4 44 (3.39%) Active Directory
5 34 (2.62%) iptables
6 18 (1.39%) Postfix
7 17 (1.31%) NFS
7 17 (1.31%) Virtual Machines
8 16 (1.23%) KVM
8 16 (1.23%) QEMU
9 14 (1.08%) Apache ZooKeeper
10 12 (0.93%) vSphere
11 11 (0.85%) Virtual Servers
12 10 (0.77%) Kamailio
13 6 (0.46%) Hyper-V
13 6 (0.46%) Samba
14 5 (0.39%) Varnish
15 3 (0.23%) VMware ESXi
16 2 (0.15%) Squid
16 2 (0.15%) Xen
Systems Management
1 296 (22.82%) Kubernetes
2 270 (20.82%) Ansible
3 107 (8.25%) Terraform
4 87 (6.71%) Opscode Chef
5 80 (6.17%) Puppet
6 61 (4.70%) Prometheus
7 56 (4.32%) Grafana
8 41 (3.16%) HAProxy
9 31 (2.39%) Hadoop YARN
10 25 (1.93%) ZABBIX
11 17 (1.31%) Salt
12 16 (1.23%) Galera Cluster
13 13 (1.00%) Packer
14 12 (0.93%) Docker Swarm
15 10 (0.77%) Rundeck
16 9 (0.69%) Failover Clustering
16 9 (0.69%) Icinga
16 9 (0.69%) Istio
16 9 (0.69%) Nagios
17 8 (0.62%) Kibana
Vendors
1 230 (17.73%) VMware
2 187 (14.42%) Okta
3 147 (11.33%) Google
4 121 (9.33%) Microsoft
5 73 (5.63%) Oracle
6 52 (4.01%) Red Hat
7 41 (3.16%) Cisco
7 41 (3.16%) Databricks
8 26 (2.00%) Talend
9 23 (1.77%) HP
9 23 (1.77%) IBM
10 22 (1.70%) Atlassian
11 18 (1.39%) SonicWALL
12 17 (1.31%) Juniper
13 16 (1.23%) GENBAND
13 16 (1.23%) Mitel
13 16 (1.23%) Percona
14 15 (1.16%) Cloudera
15 14 (1.08%) Rackspace
16 13 (1.00%) WooCommerce