Period
to 17 October 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 17 October 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 297 241 328
Rank change year-on-year -56 +87 -88
Permanent jobs citing Apache 1,477 679 1,364
As % of all permanent jobs advertised in the UK 1.19% 1.42% 0.99%
As % of the Application Platforms category 8.61% 10.08% 6.75%
Number of salaries quoted 780 602 1,158
10th Percentile £38,750 £35,000 £32,500
25th Percentile £45,000 £41,250 £39,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +6.80%
75th Percentile £86,563 £83,750 £76,250
90th Percentile £105,000 £122,500 £91,250
UK excluding London median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

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 17,159 6,734 20,206
As % of all permanent IT jobs advertised in the UK 13.78% 14.06% 14.72%
Number of salaries quoted 10,699 5,593 16,202
10th Percentile £31,240 £31,250 £27,500
25th Percentile £38,750 £40,000 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £73,750 £72,500 £68,750
90th Percentile £90,000 £90,000 £85,000
UK excluding London median annual salary £46,000 £45,000 £42,914
% change year-on-year +2.22% +4.86% -2.47%

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 17 October 2021.

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 17 October 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 -48 1,322 £60,000 - 203
London -47 712 £75,000 -11.76% 88
UK excluding London -76 666 £50,000 +11.11% 130
Work from Home -74 325 £60,000 +20.00% 41
South East -23 298 £50,000 +11.11% 26
North of England -117 99 £50,000 -4.76% 41
Scotland -44 73 £53,000 +36.77% 9
Midlands -51 71 £45,000 +5.88% 19
South West -114 54 £45,000 +5.88% 17
Yorkshire -63 50 £41,000 -31.67% 9
North West -105 49 £50,000 -4.76% 31
East of England -93 48 £55,000 +4.76% 11
West Midlands -66 45 £45,000 - 11
East Midlands -57 26 £44,969 +12.42% 7
Wales -60 21 £51,250 +13.89% 6
Northern Ireland - 2 £65,000 - 1

For the 6 months to 17 October 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.

1 811 (54.91%) AWS
2 736 (49.83%) Python
3 732 (49.56%) Java
4 671 (45.43%) Agile Software Development
5 664 (44.96%) Linux
6 545 (36.90%) Apache Spark
7 544 (36.83%) Software Engineering
8 540 (36.56%) SQL
9 501 (33.92%) DevOps
10 490 (33.18%) Finance
11 479 (32.43%) Azure
12 452 (30.60%) React
13 450 (30.47%) AngularJS
13 450 (30.47%) JavaScript
14 446 (30.20%) Full Stack Development
15 430 (29.11%) GCP
16 400 (27.08%) CSS
17 386 (26.13%) NoSQL
18 385 (26.07%) Git (software)
19 378 (25.59%) Kafka
20 374 (25.32%) Microservices
20 374 (25.32%) PostgreSQL
20 374 (25.32%) Spring
21 362 (24.51%) Jenkins
22 361 (24.44%) MySQL
23 343 (23.22%) Big Data
24 339 (22.95%) LAMP
25 330 (22.34%) Kubernetes
26 319 (21.60%) Docker
27 308 (20.85%) Social Skills

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
1 545 (36.90%) Apache Spark
2 181 (12.25%) GemFire
3 169 (11.44%) nginx
4 150 (10.16%) Tomcat
5 146 (9.88%) Apache Airflow
6 139 (9.41%) Elasticsearch
7 99 (6.70%) IIS
8 73 (4.94%) WordPress
9 59 (3.99%) CMS
10 55 (3.72%) Confluence
11 47 (3.18%) Apache Solr
12 30 (2.03%) Apache Pulsar
13 29 (1.96%) JBoss
14 24 (1.62%) SharePoint
15 20 (1.35%) WebLogic
16 19 (1.29%) Drupal
17 18 (1.22%) Apache TomEE
18 13 (0.88%) Jupyter
19 10 (0.68%) OpenStack
20 9 (0.61%) Oracle SOA Suite
Applications
1 8 (0.54%) Adobe Illustrator
1 8 (0.54%) Photoshop
2 7 (0.47%) Spreadsheet
3 5 (0.34%) Fireworks
4 2 (0.14%) Microsoft Excel
4 2 (0.14%) Microsoft Office
5 1 (0.068%) Adobe XD
Business Applications
1 16 (1.08%) Magento
2 11 (0.74%) Shopify
3 9 (0.61%) Payment Gateway
4 6 (0.41%) Oracle Applications
5 5 (0.34%) Oracle EBS
6 4 (0.27%) WebTrends
7 2 (0.14%) Oracle EBS R12
7 2 (0.14%) Workfront
8 1 (0.068%) FLEXCUBE
8 1 (0.068%) Oracle 11i
8 1 (0.068%) Oracle Financials
8 1 (0.068%) Oracle iProcurement
8 1 (0.068%) SAP Hybris
8 1 (0.068%) SAP S/4HANA
Cloud Services
1 811 (54.91%) AWS
2 479 (32.43%) Azure
3 430 (29.11%) GCP
4 238 (16.11%) Serverless
5 233 (15.78%) GitHub
6 222 (15.03%) Amazon S3
7 191 (12.93%) Amazon EC2
8 189 (12.80%) AWS Lambda
9 182 (12.32%) Amazon Kinesis
10 82 (5.55%) OpenShift
11 61 (4.13%) SaaS
12 52 (3.52%) npm
13 44 (2.98%) Power Platform
14 42 (2.84%) Amazon SQS
15 39 (2.64%) Snowflake
16 36 (2.44%) Amazon CloudWatch
17 35 (2.37%) Amazon EMR
17 35 (2.37%) AWS CloudFormation
17 35 (2.37%) Cloud Functions
17 35 (2.37%) PaaS
Communications & Networking
1 65 (4.40%) Firewall
2 62 (4.20%) HTTP
3 59 (3.99%) DNS
4 41 (2.78%) TCP/IP
5 32 (2.17%) VPN
6 30 (2.03%) Internet
7 21 (1.42%) AMQP
8 19 (1.29%) DHCP
8 19 (1.29%) SSL
9 16 (1.08%) SMTP
10 14 (0.95%) NetScaler
11 13 (0.88%) Network Security
12 12 (0.81%) VoIP
13 10 (0.68%) Broadband
13 10 (0.68%) IPv4
13 10 (0.68%) IPv6
13 10 (0.68%) VLAN
14 9 (0.61%) DMZ
15 7 (0.47%) Reverse Proxy
16 6 (0.41%) Cisco IPT
Database & Business Intelligence
1 386 (26.13%) NoSQL
2 374 (25.32%) PostgreSQL
3 361 (24.44%) MySQL
4 343 (23.22%) Big Data
5 306 (20.72%) Redis
6 232 (15.71%) Relational Database
7 227 (15.37%) MariaDB
8 224 (15.17%) Hadoop
9 218 (14.76%) HBase
10 153 (10.36%) Amazon DynamoDB
11 127 (8.60%) SQL Server
12 123 (8.33%) Apache Ignite
12 123 (8.33%) Data Warehouse
13 100 (6.77%) MongoDB
14 96 (6.50%) Data Lake
15 87 (5.89%) BigQuery
16 85 (5.75%) Apache Cassandra
17 78 (5.28%) Amazon Redshift
18 61 (4.13%) Apache Hive
18 61 (4.13%) Tableau
Development Applications
1 385 (26.07%) Git (software)
2 362 (24.51%) Jenkins
3 214 (14.49%) Gradle
4 191 (12.93%) Cucumber
4 191 (12.93%) JUnit
5 188 (12.73%) Protractor
6 185 (12.53%) Cypress.io
7 182 (12.32%) Eclipse
7 182 (12.32%) IntelliJ
8 181 (12.25%) Sonatype Nexus
8 181 (12.25%) Storybook
9 179 (12.12%) Mockito
10 124 (8.40%) Artifactory
11 97 (6.57%) JIRA
12 84 (5.69%) SonarQube
13 53 (3.59%) Bitbucket
14 38 (2.57%) Selenium
15 37 (2.51%) GitLab
16 32 (2.17%) gulp
17 30 (2.03%) webpack
General
1 490 (33.18%) Finance
2 308 (20.85%) Social Skills
3 226 (15.30%) Banking
4 201 (13.61%) Law
5 200 (13.54%) Inclusion and Diversity
6 137 (9.28%) Analytical Skills
7 107 (7.24%) Front Office
8 70 (4.74%) Marketing
9 64 (4.33%) Games
10 33 (2.23%) Retail
11 25 (1.69%) Public Sector
12 24 (1.62%) Advertising
13 20 (1.35%) Back Office
13 20 (1.35%) Telecoms
14 18 (1.22%) Billing
15 16 (1.08%) Manufacturing
16 14 (0.95%) Investment Banking
17 13 (0.88%) Electronics
17 13 (0.88%) Organisational Skills
18 12 (0.81%) Influencing Skills
Job Titles
1 545 (36.90%) Developer
2 386 (26.13%) Software Engineer
3 181 (12.25%) Data Engineer
4 129 (8.73%) Python Engineer
5 121 (8.19%) Python Developer
6 115 (7.79%) Python Software Engineer
7 110 (7.45%) Developer/Software Engineer
8 101 (6.84%) Java Developer
9 93 (6.30%) PHP Developer
10 90 (6.09%) Principal Engineer
11 76 (5.15%) Principal Software Engineer
12 75 (5.08%) Software Developer
13 69 (4.67%) Lead Developer
13 69 (4.67%) Senior Developer
14 66 (4.47%) Full Stack Developer
14 66 (4.47%) Lead Software Engineer
14 66 (4.47%) Senior Data Engineer
15 64 (4.33%) DevOps Engineer
16 63 (4.27%) AWS Engineer
17 58 (3.93%) Architect
Libraries, Frameworks & Software Standards
1 452 (30.60%) React
2 450 (30.47%) AngularJS
3 400 (27.08%) CSS
4 378 (25.59%) Kafka
5 374 (25.32%) Spring
6 339 (22.95%) LAMP
7 302 (20.45%) Node.js
8 271 (18.35%) RESTful
9 250 (16.93%) HTML
10 238 (16.11%) Redux
11 221 (14.96%) JSON
12 220 (14.90%) Express
12 220 (14.90%) Web Services
13 207 (14.01%) RabbitMQ
14 191 (12.93%) Twitter Bootstrap
15 185 (12.53%) Tailwind CSS
16 184 (12.46%) LAPP Stack
17 182 (12.32%) Spark Streaming
18 175 (11.85%) Play Framework
19 174 (11.78%) WireMock
Miscellaneous
1 227 (15.37%) Linux Command Line
2 213 (14.42%) User Experience
3 110 (7.45%) Derivative
4 108 (7.31%) Self-Motivation
5 105 (7.11%) Equities
5 105 (7.11%) Fixed Income
5 105 (7.11%) Foreign Exchange (FX)
5 105 (7.11%) Hedge funds
6 61 (4.13%) Mobile App
7 35 (2.37%) Data Centre
8 34 (2.30%) Greenfield Project
9 29 (1.96%) Enterprise Cloud
10 28 (1.90%) Enterprise Software
11 26 (1.76%) Algorithms
11 26 (1.76%) NHS
12 25 (1.69%) Public Cloud
13 23 (1.56%) Data Structures
14 22 (1.49%) Clustering
14 22 (1.49%) Social Network
15 18 (1.22%) Hybrid Cloud
Operating Systems
1 664 (44.96%) Linux
2 249 (16.86%) Unix
3 157 (10.63%) Windows
4 83 (5.62%) CentOS
5 63 (4.27%) Windows Server
6 49 (3.32%) Android
7 47 (3.18%) Apple iOS
8 36 (2.44%) Ubuntu
9 29 (1.96%) Red Hat Enterprise Linux
10 15 (1.02%) SUSE
11 12 (0.81%) Mac OS X
12 11 (0.74%) Fedora
13 9 (0.61%) Debian
13 9 (0.61%) Windows Server 2008
13 9 (0.61%) Windows Server 2016
14 8 (0.54%) SUSE Linux Enterprise Server
15 7 (0.47%) Solaris
16 6 (0.41%) VMS
17 5 (0.34%) HPUX
17 5 (0.34%) Windows 10
Processes & Methodologies
1 671 (45.43%) Agile Software Development
2 544 (36.83%) Software Engineering
3 501 (33.92%) DevOps
4 446 (30.20%) Full Stack Development
5 374 (25.32%) Microservices
6 302 (20.45%) Open Source
7 283 (19.16%) Computer Science
8 262 (17.74%) Analytics
9 233 (15.78%) Problem-Solving
10 230 (15.57%) TDD
11 225 (15.23%) OO
12 191 (12.93%) Data Pipeline
13 189 (12.80%) Scrum
14 185 (12.53%) Digital Banking
15 184 (12.46%) Data Science
16 181 (12.25%) Cross-Browser Testing
16 181 (12.25%) Validation
17 176 (11.92%) Data Modelling
18 169 (11.44%) BDD
19 158 (10.70%) Business Continuity
Programming Languages
1 736 (49.83%) Python
2 732 (49.56%) Java
3 540 (36.56%) SQL
4 450 (30.47%) JavaScript
5 277 (18.75%) TypeScript
6 264 (17.87%) Scala
7 237 (16.05%) PHP
8 226 (15.30%) Shell Script
9 191 (12.93%) Groovy
10 154 (10.43%) Kotlin
11 112 (7.58%) Clojure
12 109 (7.38%) Bash Shell
13 83 (5.62%) Go
14 70 (4.74%) C#
15 50 (3.39%) PowerShell
16 46 (3.11%) Perl
17 40 (2.71%) C++
18 35 (2.37%) Ruby
19 31 (2.10%) R
20 30 (2.03%) C
Qualifications
1 297 (20.11%) Degree
2 176 (11.92%) OCP
2 176 (11.92%) Oracle Certification
3 69 (4.67%) Computer Science Degree
4 29 (1.96%) Security Cleared
5 23 (1.56%) SC Cleared
6 14 (0.95%) RHCE
7 13 (0.88%) DBS Check
8 12 (0.81%) Master's Degree
9 11 (0.74%) AWS Certification
9 11 (0.74%) Cisco Certification
10 9 (0.61%) Microsoft Certification
11 8 (0.54%) PMI Certification
11 8 (0.54%) Sun Certification
12 7 (0.47%) MCSE
13 6 (0.41%) (ISC)2 CCSP
13 6 (0.41%) CISSP
13 6 (0.41%) ITIL Foundation Certificate
14 5 (0.34%) CCNA
14 5 (0.34%) Numerate Degree
Quality Assurance & Compliance
1 57 (3.86%) GDPR
2 37 (2.51%) QA
3 25 (1.69%) ISO/IEC 27001
4 23 (1.56%) Data Quality
5 15 (1.02%) SLA
6 14 (0.95%) Accessibility
7 8 (0.54%) PCI DSS
8 4 (0.27%) ISO 9001
8 4 (0.27%) NIST
9 2 (0.14%) COBIT
9 2 (0.14%) Cyber Essentials
9 2 (0.14%) ISO 8583
9 2 (0.14%) NCSC
10 1 (0.068%) ISO 22301
10 1 (0.068%) Sarbanes-Oxley
System Software
1 319 (21.60%) Docker
2 187 (12.66%) HDFS
3 186 (12.59%) VMware Infrastructure
4 60 (4.06%) Active Directory
5 30 (2.03%) vSphere
6 25 (1.69%) Virtual Machines
7 24 (1.62%) iptables
8 20 (1.35%) Apache ZooKeeper
9 18 (1.22%) NFS
10 14 (0.95%) XenApp
10 14 (0.95%) XenDesktop
11 12 (0.81%) Hyper-V
12 10 (0.68%) Postfix
13 9 (0.61%) KVM
13 9 (0.61%) Virtual Servers
14 7 (0.47%) Samba
15 4 (0.27%) Varnish
15 4 (0.27%) VMware ESXi
16 3 (0.20%) Apache Flume
16 3 (0.20%) QEMU
Systems Management
1 330 (22.34%) Kubernetes
2 298 (20.18%) Ansible
3 148 (10.02%) Terraform
4 117 (7.92%) Opscode Chef
5 97 (6.57%) Puppet
6 53 (3.59%) Prometheus
7 49 (3.32%) Grafana
8 32 (2.17%) Hadoop YARN
9 26 (1.76%) HAProxy
10 20 (1.35%) Packer
11 19 (1.29%) Nagios
12 16 (1.08%) Salt
13 14 (0.95%) Consul
13 14 (0.95%) Mesos
14 13 (0.88%) Icinga
15 12 (0.81%) Istio
15 12 (0.81%) ZABBIX
16 9 (0.61%) Failover Clustering
17 8 (0.54%) Kibana
17 8 (0.54%) logstash
Vendors
1 263 (17.81%) VMware
2 195 (13.20%) Okta
3 160 (10.83%) Google
4 125 (8.46%) Microsoft
5 117 (7.92%) Oracle
6 92 (6.23%) Databricks
7 69 (4.67%) Red Hat
8 27 (1.83%) Atlassian
9 26 (1.76%) Rackspace
10 20 (1.35%) WooCommerce
11 18 (1.22%) Talend
12 16 (1.08%) Cisco
13 15 (1.02%) Cloudera
13 15 (1.02%) F5
13 15 (1.02%) IBM
14 13 (0.88%) Hortonworks
14 13 (0.88%) Teradata
15 10 (0.68%) BT
15 10 (0.68%) Dell
15 10 (0.68%) HP