Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 October 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 17 October 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
17 Oct 2021		 Same period 2020 Same period 2019
Rank 284 236 322
Rank change year-on-year -48 +86 -83
Permanent jobs citing Apache 1,322 619 1,272
As % of all permanent jobs advertised in England 1.21% 1.41% 1.00%
As % of the Application Platforms category 8.90% 10.00% 6.80%
Number of salaries quoted 675 553 1,096
10th Percentile £38,000 £36,250 £32,952
25th Percentile £45,000 £42,500 £41,188
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% +9.52%
75th Percentile £90,000 £90,000 £76,250
90th Percentile £106,500 £122,500 £92,500
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +6.80%

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 14,858 6,192 18,702
As % of all permanent IT jobs advertised in England 13.57% 14.07% 14.74%
Number of salaries quoted 9,570 5,201 15,114
10th Percentile £30,750 £32,500 £27,500
25th Percentile £39,750 £40,250 £36,250
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £75,000 £72,500 £70,000
90th Percentile £90,000 £90,000 £85,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 17 October 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 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
London -47 712 £75,000 -11.76% 88
South East -23 298 £50,000 +11.11% 26
North of England -117 99 £50,000 -4.76% 41
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
Apache
UK

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 across the England region with a requirement for Apache.

1 722 (54.61%) AWS
2 658 (49.77%) Java
2 658 (49.77%) Python
3 640 (48.41%) Agile Software Development
4 621 (46.97%) Linux
5 525 (39.71%) Software Engineering
6 481 (36.38%) Apache Spark
7 473 (35.78%) DevOps
7 473 (35.78%) Finance
8 471 (35.63%) SQL
9 424 (32.07%) AngularJS
9 424 (32.07%) Full Stack Development
10 423 (32.00%) React
11 416 (31.47%) Azure
12 401 (30.33%) JavaScript
13 370 (27.99%) CSS
14 367 (27.76%) Git (software)
15 359 (27.16%) GCP
16 355 (26.85%) NoSQL
17 352 (26.63%) Spring
18 350 (26.48%) Kafka
19 349 (26.40%) Microservices
20 329 (24.89%) Jenkins
21 326 (24.66%) LAMP
22 325 (24.58%) Big Data
23 317 (23.98%) PostgreSQL
24 302 (22.84%) MySQL
25 289 (21.86%) Open Source
26 286 (21.63%) Redis
27 285 (21.56%) Docker

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
1 481 (36.38%) Apache Spark
2 181 (13.69%) GemFire
3 161 (12.18%) nginx
4 132 (9.98%) Apache Airflow
5 124 (9.38%) Elasticsearch
6 117 (8.85%) Tomcat
7 97 (7.34%) IIS
8 68 (5.14%) WordPress
9 55 (4.16%) CMS
10 54 (4.08%) Confluence
11 43 (3.25%) Apache Solr
12 30 (2.27%) Apache Pulsar
13 23 (1.74%) SharePoint
14 21 (1.59%) JBoss
15 19 (1.44%) Drupal
16 18 (1.36%) Apache TomEE
17 15 (1.13%) WebLogic
18 10 (0.76%) OpenStack
19 9 (0.68%) Apache Synapse
20 8 (0.61%) Oracle SOA Suite
Applications
1 8 (0.61%) Adobe Illustrator
1 8 (0.61%) Photoshop
2 7 (0.53%) Spreadsheet
3 5 (0.38%) Fireworks
4 1 (0.076%) Adobe XD
4 1 (0.076%) Microsoft Excel
4 1 (0.076%) Microsoft Office
Business Applications
1 16 (1.21%) Magento
2 11 (0.83%) Shopify
3 9 (0.68%) Payment Gateway
4 4 (0.30%) Oracle Applications
4 4 (0.30%) WebTrends
5 2 (0.15%) Workfront
6 1 (0.076%) FLEXCUBE
6 1 (0.076%) Oracle EBS
6 1 (0.076%) Oracle EBS R12
Cloud Services
1 722 (54.61%) AWS
2 416 (31.47%) Azure
3 359 (27.16%) GCP
4 235 (17.78%) Serverless
5 224 (16.94%) GitHub
6 191 (14.45%) Amazon EC2
7 188 (14.22%) AWS Lambda
8 187 (14.15%) Amazon S3
9 151 (11.42%) Amazon Kinesis
10 68 (5.14%) OpenShift
11 56 (4.24%) SaaS
12 44 (3.33%) Power Platform
13 41 (3.10%) Amazon SQS
14 36 (2.72%) Amazon CloudWatch
15 35 (2.65%) Cloud Functions
16 33 (2.50%) PaaS
17 32 (2.42%) npm
17 32 (2.42%) Snowflake
18 31 (2.34%) AWS CloudFormation
19 29 (2.19%) Yarn
Communications & Networking
1 58 (4.39%) HTTP
2 55 (4.16%) DNS
3 54 (4.08%) Firewall
4 39 (2.95%) TCP/IP
5 32 (2.42%) VPN
6 29 (2.19%) Internet
7 21 (1.59%) AMQP
8 18 (1.36%) DHCP
9 15 (1.13%) SMTP
9 15 (1.13%) SSL
10 13 (0.98%) Network Security
11 12 (0.91%) VoIP
12 10 (0.76%) Broadband
12 10 (0.76%) IPv4
12 10 (0.76%) IPv6
12 10 (0.76%) VLAN
13 7 (0.53%) DMZ
14 6 (0.45%) Cisco IPT
14 6 (0.45%) RTP
14 6 (0.45%) SAN
Database & Business Intelligence
1 355 (26.85%) NoSQL
2 325 (24.58%) Big Data
3 317 (23.98%) PostgreSQL
4 302 (22.84%) MySQL
5 286 (21.63%) Redis
6 226 (17.10%) MariaDB
7 224 (16.94%) Relational Database
8 211 (15.96%) HBase
9 176 (13.31%) Hadoop
10 150 (11.35%) Amazon DynamoDB
11 123 (9.30%) Apache Ignite
12 118 (8.93%) SQL Server
13 114 (8.62%) Data Warehouse
14 81 (6.13%) MongoDB
15 80 (6.05%) BigQuery
16 76 (5.75%) Apache Cassandra
16 76 (5.75%) Data Lake
17 71 (5.37%) Amazon Redshift
18 53 (4.01%) Apache Hive
19 46 (3.48%) Metadata
Development Applications
1 367 (27.76%) Git (software)
2 329 (24.89%) Jenkins
3 213 (16.11%) Gradle
4 191 (14.45%) JUnit
5 190 (14.37%) Cucumber
6 185 (13.99%) Cypress.io
7 182 (13.77%) Eclipse
7 182 (13.77%) IntelliJ
8 181 (13.69%) Protractor
8 181 (13.69%) Sonatype Nexus
8 181 (13.69%) Storybook
9 179 (13.54%) Mockito
10 123 (9.30%) Artifactory
11 91 (6.88%) JIRA
12 84 (6.35%) SonarQube
13 49 (3.71%) Bitbucket
14 34 (2.57%) GitLab
15 30 (2.27%) webpack
16 26 (1.97%) Selenium
17 25 (1.89%) gulp
General
1 473 (35.78%) Finance
2 260 (19.67%) Social Skills
3 226 (17.10%) Banking
4 201 (15.20%) Law
5 200 (15.13%) Inclusion and Diversity
6 133 (10.06%) Analytical Skills
7 107 (8.09%) Front Office
8 61 (4.61%) Games
9 60 (4.54%) Marketing
10 29 (2.19%) Retail
11 20 (1.51%) Public Sector
11 20 (1.51%) Telecoms
12 19 (1.44%) Back Office
13 16 (1.21%) Manufacturing
14 14 (1.06%) Investment Banking
15 13 (0.98%) Electronics
15 13 (0.98%) Organisational Skills
16 12 (0.91%) Influencing Skills
17 11 (0.83%) Billing
18 10 (0.76%) Publishing
Job Titles
1 503 (38.05%) Developer
2 374 (28.29%) Software Engineer
3 150 (11.35%) Data Engineer
4 129 (9.76%) Python Engineer
5 117 (8.85%) Python Developer
6 115 (8.70%) Python Software Engineer
7 110 (8.32%) Developer/Software Engineer
8 91 (6.88%) Java Developer
9 87 (6.58%) Principal Engineer
10 76 (5.75%) Principal Software Engineer
11 74 (5.60%) Software Developer
12 73 (5.52%) PHP Developer
13 69 (5.22%) Lead Developer
14 66 (4.99%) Lead Software Engineer
15 63 (4.77%) AWS Engineer
16 60 (4.54%) DevOps Engineer
17 55 (4.16%) Senior Developer
18 54 (4.08%) Full Stack Developer
19 52 (3.93%) Senior Data Engineer
20 50 (3.78%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 424 (32.07%) AngularJS
2 423 (32.00%) React
3 370 (27.99%) CSS
4 352 (26.63%) Spring
5 350 (26.48%) Kafka
6 326 (24.66%) LAMP
7 275 (20.80%) Node.js
8 253 (19.14%) RESTful
9 234 (17.70%) Redux
10 217 (16.41%) HTML
10 217 (16.41%) JSON
11 216 (16.34%) Express
12 209 (15.81%) Web Services
13 195 (14.75%) RabbitMQ
14 191 (14.45%) Twitter Bootstrap
15 185 (13.99%) Tailwind CSS
16 182 (13.77%) Spark Streaming
17 177 (13.39%) LAPP Stack
18 175 (13.24%) Play Framework
19 174 (13.16%) WireMock
Miscellaneous
1 227 (17.17%) Linux Command Line
2 206 (15.58%) User Experience
3 110 (8.32%) Derivative
4 105 (7.94%) Equities
4 105 (7.94%) Fixed Income
4 105 (7.94%) Foreign Exchange (FX)
4 105 (7.94%) Hedge funds
5 103 (7.79%) Self-Motivation
6 45 (3.40%) Mobile App
7 30 (2.27%) Greenfield Project
8 28 (2.12%) Enterprise Software
9 27 (2.04%) Data Centre
10 26 (1.97%) NHS
11 25 (1.89%) Algorithms
12 23 (1.74%) Public Cloud
13 22 (1.66%) Data Structures
13 22 (1.66%) Social Network
14 21 (1.59%) Clustering
15 17 (1.29%) Hybrid Cloud
16 16 (1.21%) Enterprise Cloud
Operating Systems
1 621 (46.97%) Linux
2 242 (18.31%) Unix
3 141 (10.67%) Windows
4 68 (5.14%) CentOS
5 47 (3.56%) Windows Server
6 39 (2.95%) Android
7 36 (2.72%) Apple iOS
8 34 (2.57%) Ubuntu
9 28 (2.12%) Red Hat Enterprise Linux
10 14 (1.06%) SUSE
11 12 (0.91%) Mac OS X
12 11 (0.83%) Fedora
13 8 (0.61%) Debian
13 8 (0.61%) SUSE Linux Enterprise Server
13 8 (0.61%) Windows Server 2008
13 8 (0.61%) Windows Server 2016
14 6 (0.45%) VMS
15 5 (0.38%) Solaris
15 5 (0.38%) Windows Server 2012
15 5 (0.38%) Windows Server 2019
Processes & Methodologies
1 640 (48.41%) Agile Software Development
2 525 (39.71%) Software Engineering
3 473 (35.78%) DevOps
4 424 (32.07%) Full Stack Development
5 349 (26.40%) Microservices
6 289 (21.86%) Open Source
7 264 (19.97%) Computer Science
8 232 (17.55%) Analytics
9 225 (17.02%) TDD
10 216 (16.34%) OO
11 185 (13.99%) Digital Banking
12 181 (13.69%) Cross-Browser Testing
12 181 (13.69%) Validation
13 179 (13.54%) Scrum
14 175 (13.24%) Data Pipeline
15 172 (13.01%) Problem-Solving
16 169 (12.78%) Data Science
17 164 (12.41%) BDD
18 152 (11.50%) High Availability
19 150 (11.35%) Business Continuity
Programming Languages
1 658 (49.77%) Java
1 658 (49.77%) Python
2 471 (35.63%) SQL
3 401 (30.33%) JavaScript
4 262 (19.82%) Scala
5 255 (19.29%) TypeScript
6 221 (16.72%) Shell Script
7 211 (15.96%) PHP
8 191 (14.45%) Groovy
9 154 (11.65%) Kotlin
10 112 (8.47%) Clojure
11 100 (7.56%) Bash Shell
12 62 (4.69%) C#
13 50 (3.78%) Go
14 44 (3.33%) Perl
14 44 (3.33%) PowerShell
15 40 (3.03%) C++
16 34 (2.57%) Ruby
17 30 (2.27%) C
18 26 (1.97%) ES6
Qualifications
1 277 (20.95%) Degree
2 176 (13.31%) OCP
2 176 (13.31%) Oracle Certification
3 55 (4.16%) Computer Science Degree
4 25 (1.89%) Security Cleared
5 21 (1.59%) SC Cleared
6 13 (0.98%) DBS Check
7 11 (0.83%) AWS Certification
7 11 (0.83%) Cisco Certification
8 10 (0.76%) Master's Degree
9 9 (0.68%) Microsoft Certification
10 8 (0.61%) PMI Certification
10 8 (0.61%) Sun Certification
11 7 (0.53%) MCSE
12 6 (0.45%) (ISC)2 CCSP
12 6 (0.45%) CISSP
12 6 (0.45%) ITIL Foundation Certificate
13 5 (0.38%) CCNA
14 3 (0.23%) MCSA
14 3 (0.23%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 57 (4.31%) GDPR
2 34 (2.57%) QA
3 25 (1.89%) ISO/IEC 27001
4 23 (1.74%) Data Quality
5 14 (1.06%) SLA
6 12 (0.91%) Accessibility
7 8 (0.61%) PCI DSS
8 4 (0.30%) ISO 9001
8 4 (0.30%) NIST
9 2 (0.15%) COBIT
9 2 (0.15%) Cyber Essentials
9 2 (0.15%) ISO 8583
9 2 (0.15%) NCSC
10 1 (0.076%) ISO 22301
10 1 (0.076%) Sarbanes-Oxley
System Software
1 285 (21.56%) Docker
2 187 (14.15%) HDFS
3 168 (12.71%) VMware Infrastructure
4 46 (3.48%) Active Directory
5 24 (1.82%) iptables
6 23 (1.74%) Virtual Machines
7 20 (1.51%) Apache ZooKeeper
8 18 (1.36%) NFS
9 16 (1.21%) vSphere
10 12 (0.91%) Hyper-V
11 10 (0.76%) Postfix
12 9 (0.68%) KVM
13 8 (0.61%) Virtual Servers
14 7 (0.53%) Samba
15 4 (0.30%) Varnish
15 4 (0.30%) VMware ESXi
16 3 (0.23%) Apache Flume
16 3 (0.23%) LXC
16 3 (0.23%) QEMU
16 3 (0.23%) Squid
Systems Management
1 283 (21.41%) Kubernetes
2 271 (20.50%) Ansible
3 132 (9.98%) Terraform
4 108 (8.17%) Opscode Chef
5 79 (5.98%) Puppet
6 51 (3.86%) Prometheus
7 49 (3.71%) Grafana
8 32 (2.42%) Hadoop YARN
9 26 (1.97%) HAProxy
10 18 (1.36%) Nagios
10 18 (1.36%) Packer
11 16 (1.21%) Salt
12 14 (1.06%) Mesos
13 12 (0.91%) Istio
13 12 (0.91%) ZABBIX
14 11 (0.83%) Icinga
15 9 (0.68%) Failover Clustering
16 8 (0.61%) Graphite
16 8 (0.61%) Kibana
16 8 (0.61%) logstash
Vendors
1 245 (18.53%) VMware
2 195 (14.75%) Okta
3 154 (11.65%) Google
4 123 (9.30%) Microsoft
5 101 (7.64%) Oracle
6 61 (4.61%) Databricks
7 51 (3.86%) Red Hat
8 27 (2.04%) Atlassian
9 22 (1.66%) Rackspace
10 18 (1.36%) Talend
10 18 (1.36%) WooCommerce
11 16 (1.21%) Cisco
12 15 (1.13%) Cloudera
12 15 (1.13%) IBM
13 13 (0.98%) Hortonworks
14 10 (0.76%) BT
15 9 (0.68%) Apple
15 9 (0.68%) Facebook
15 9 (0.68%) HP
15 9 (0.68%) NetIQ