Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 10 May 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 10 May 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
10 May 2021		 Same period 2020 Same period 2019
Rank 281 302 245
Rank change year-on-year +21 -57 -28
Permanent jobs citing Apache 883 955 1,957
As % of all permanent jobs advertised in England 1.13% 1.04% 1.44%
As % of the Application Platforms category 8.30% 7.28% 9.36%
Number of salaries quoted 656 775 1,552
10th Percentile £34,842 £35,000 £32,500
25th Percentile £41,250 £42,500 £39,188
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% +10.00%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £95,000 £95,000 £86,125
UK median annual salary £55,000 £60,000 £52,500
% change year-on-year -8.33% +14.29% +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 10,643 13,124 20,902
As % of all permanent IT jobs advertised in England 13.65% 14.23% 15.38%
Number of salaries quoted 8,074 10,530 16,616
10th Percentile £31,250 £29,750 £28,375
25th Percentile £40,250 £38,250 £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 £71,250 £70,000
90th Percentile £87,500 £86,250 £86,250
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 10 May 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 10 May 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 +49 425 £70,000 -6.67% 64
South East +8 157 £40,000 -20.00% 46
North of England +19 135 £51,250 +2.50% 32
South West -29 96 £44,000 +10.00% 22
North West +12 69 £42,500 -22.73% 19
Yorkshire +19 54 £62,500 +34.41% 10
Midlands +8 37 £45,000 +12.50% 24
East Midlands +17 24 £47,500 +18.75% 5
East of England +19 14 £45,000 -18.18% 16
West Midlands -4 13 £45,000 +5.88% 19
North East +5 12 £65,000 +40.54% 3
Apache
UK

For the 6 months to 10 May 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.

1 403 (45.64%) Linux
2 386 (43.71%) Python
3 353 (39.98%) AWS
4 348 (39.41%) Java
5 301 (34.09%) Agile Software Development
6 283 (32.05%) MySQL
7 282 (31.94%) SQL
8 276 (31.26%) DevOps
9 264 (29.90%) JavaScript
10 244 (27.63%) Software Engineering
11 240 (27.18%) Azure
12 202 (22.88%) Git (software)
13 201 (22.76%) Apache Spark
14 196 (22.20%) Jenkins
15 193 (21.86%) HTML
16 187 (21.18%) Kafka
17 183 (20.72%) CSS
18 182 (20.61%) Finance
19 178 (20.16%) Docker
20 169 (19.14%) Ansible
21 163 (18.46%) PHP
22 159 (18.01%) LAMP
23 158 (17.89%) Microservices
23 158 (17.89%) Kubernetes
24 150 (16.99%) Social Skills
25 143 (16.19%) SQL Server
26 142 (16.08%) Web Services
26 142 (16.08%) AngularJS
27 140 (15.86%) Big Data
28 132 (14.95%) GCP

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
1 201 (22.76%) Apache Spark
2 122 (13.82%) Tomcat
3 108 (12.23%) nginx
4 72 (8.15%) IIS
5 57 (6.46%) Elasticsearch
6 48 (5.44%) Apache Airflow
7 34 (3.85%) GemFire
8 32 (3.62%) JBoss
9 27 (3.06%) Confluence
10 22 (2.49%) WordPress
11 18 (2.04%) CMS
11 18 (2.04%) WebLogic
12 17 (1.93%) Apache TomEE
13 13 (1.47%) ejabberd
14 12 (1.36%) Drupal
15 8 (0.91%) Apache Solr
15 8 (0.91%) SharePoint
16 6 (0.68%) Apache Synapse
16 6 (0.68%) Mule
16 6 (0.68%) Red Hat Fuse
Applications
1 7 (0.79%) Microsoft Excel
2 5 (0.57%) Microsoft Office
3 4 (0.45%) Adobe XD
3 4 (0.45%) Gliffy
3 4 (0.45%) MS Visio
3 4 (0.45%) Photoshop
4 1 (0.11%) Adobe Creative Suite
4 1 (0.11%) Adobe Illustrator
Business Applications
1 3 (0.34%) Magento
2 2 (0.23%) SAP Hybris
3 1 (0.11%) FLEXCUBE
3 1 (0.11%) SAP CRM
3 1 (0.11%) SAP ERP
3 1 (0.11%) SAP S/4HANA
3 1 (0.11%) Shopify
Cloud Services
1 353 (39.98%) AWS
2 240 (27.18%) Azure
3 132 (14.95%) GCP
4 122 (13.82%) Serverless
5 82 (9.29%) AWS Lambda
6 68 (7.70%) GitHub
7 67 (7.59%) Amazon EC2
8 61 (6.91%) Amazon S3
9 43 (4.87%) SaaS
10 35 (3.96%) Cloud Functions
11 31 (3.51%) Amazon ECS
12 28 (3.17%) Amazon Kinesis
13 26 (2.94%) Microsoft 365
14 24 (2.72%) Amazon CloudWatch
14 24 (2.72%) Apigee
15 23 (2.60%) Power Platform
16 20 (2.27%) Azure Data Factory
17 15 (1.70%) Azure Synapse Analytics
18 14 (1.59%) Mimecast
18 14 (1.59%) PaaS
Communications & Networking
1 69 (7.81%) Firewall
2 51 (5.78%) HTTP
3 47 (5.32%) DNS
4 46 (5.21%) TCP/IP
5 45 (5.10%) SSL
6 38 (4.30%) LAN
7 36 (4.08%) Internet
8 32 (3.62%) VPN
9 28 (3.17%) Network Security
10 27 (3.06%) DHCP
11 20 (2.27%) WAN
12 19 (2.15%) SNMP
12 19 (2.15%) VLAN
13 18 (2.04%) BGP
13 18 (2.04%) Diameter Protocol
14 17 (1.93%) AMQP
14 17 (1.93%) Wi-Fi
15 15 (1.70%) Asterisk PBX
15 15 (1.70%) SAN
16 14 (1.59%) Cisco ASA
Database & Business Intelligence
1 283 (32.05%) MySQL
2 143 (16.19%) SQL Server
3 140 (15.86%) Big Data
4 128 (14.50%) PostgreSQL
5 90 (10.19%) Redis
6 88 (9.97%) NoSQL
7 76 (8.61%) Hadoop
8 67 (7.59%) Relational Database
9 66 (7.47%) MariaDB
10 61 (6.91%) Amazon Redshift
11 59 (6.68%) MongoDB
12 50 (5.66%) Data Warehouse
12 50 (5.66%) HBase
13 49 (5.55%) BigQuery
14 46 (5.21%) Data Lake
15 44 (4.98%) Amazon DynamoDB
16 39 (4.42%) Apache Ignite
17 33 (3.74%) Apache Hive
18 30 (3.40%) Apache Cassandra
19 23 (2.60%) Power BI
Development Applications
1 202 (22.88%) Git (software)
2 196 (22.20%) Jenkins
3 57 (6.46%) JIRA
4 50 (5.66%) JUnit
5 49 (5.55%) Eclipse
5 49 (5.55%) Sonatype Nexus
6 48 (5.44%) GitLab
7 45 (5.10%) IntelliJ
8 41 (4.64%) Cucumber
8 41 (4.64%) Gradle
9 37 (4.19%) Protractor
10 36 (4.08%) Artifactory
11 34 (3.85%) Cypress.io
12 33 (3.74%) Mockito
12 33 (3.74%) Storybook
13 29 (3.28%) Bitbucket
14 22 (2.49%) Selenium
15 20 (2.27%) Maven
16 12 (1.36%) Subversion
16 12 (1.36%) TeamCity
General
1 182 (20.61%) Finance
2 150 (16.99%) Social Skills
3 90 (10.19%) Analytical Skills
3 90 (10.19%) Games
4 72 (8.15%) Banking
5 44 (4.98%) Retail
6 40 (4.53%) Organisational Skills
7 38 (4.30%) Front Office
8 35 (3.96%) Law
9 27 (3.06%) Back Office
10 25 (2.83%) Marketing
11 22 (2.49%) Telecoms
12 15 (1.70%) Public Sector
13 10 (1.13%) Presentation Skills
14 8 (0.91%) Legal
14 8 (0.91%) Military
15 7 (0.79%) Aerospace
16 5 (0.57%) Publishing
17 4 (0.45%) Billing
18 3 (0.34%) Local Government
Job Titles
1 293 (33.18%) Developer
2 137 (15.52%) Software Engineer
3 95 (10.76%) Data Engineer
4 80 (9.06%) DevOps Engineer
5 74 (8.38%) Python Engineer
6 67 (7.59%) Java Developer
7 64 (7.25%) AWS Engineer
7 64 (7.25%) Python Developer
8 56 (6.34%) Developer/Software Engineer
9 49 (5.55%) PHP Developer
10 47 (5.32%) Java Engineer
11 46 (5.21%) Linux Engineer
12 45 (5.10%) Full Stack Developer
13 41 (4.64%) Architect
14 39 (4.42%) Infrastructure Engineer
14 39 (4.42%) Python Software Engineer
14 39 (4.42%) Senior DevOps
15 38 (4.30%) JavaScript Developer
16 36 (4.08%) Analyst
17 35 (3.96%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 193 (21.86%) HTML
2 187 (21.18%) Kafka
3 183 (20.72%) CSS
4 159 (18.01%) LAMP
5 142 (16.08%) AngularJS
5 142 (16.08%) Web Services
6 127 (14.38%) React
7 126 (14.27%) Spring
8 124 (14.04%) Node.js
9 103 (11.66%) RESTful
10 97 (10.99%) JSON
11 81 (9.17%) REST
12 70 (7.93%) XML
13 60 (6.80%) HTML5
14 58 (6.57%) Redux
15 57 (6.46%) LAPP Stack
16 54 (6.12%) Apache Flex
16 54 (6.12%) Apache NiFi
17 51 (5.78%) Vue.js
18 46 (5.21%) Express
Miscellaneous
1 96 (10.87%) Greenfield Project
2 67 (7.59%) Linux Command Line
3 57 (6.46%) Hedge funds
4 49 (5.55%) Self-Motivation
5 42 (4.76%) User Experience
6 40 (4.53%) Derivative
7 38 (4.30%) Data Centre
8 35 (3.96%) Equities
9 34 (3.85%) Fixed Income
9 34 (3.85%) Foreign Exchange (FX)
10 30 (3.40%) Public Cloud
11 25 (2.83%) Algorithms
12 19 (2.15%) NHS
13 18 (2.04%) Clustering
13 18 (2.04%) Enterprise Software
14 14 (1.59%) Data Structures
14 14 (1.59%) Distributed Denial-of-Service
14 14 (1.59%) Mobile App
15 13 (1.47%) Management Information System
16 10 (1.13%) e-Learning
Operating Systems
1 403 (45.64%) Linux
2 125 (14.16%) Windows
3 79 (8.95%) Unix
4 68 (7.70%) CentOS
5 62 (7.02%) Ubuntu
6 40 (4.53%) Debian
7 18 (2.04%) Windows Server
8 16 (1.81%) Red Hat Enterprise Linux
9 14 (1.59%) Windows 7
10 13 (1.47%) Android
11 10 (1.13%) Fedora
12 6 (0.68%) Apple iOS
13 5 (0.57%) Kali Linux
14 4 (0.45%) Solaris
14 4 (0.45%) VMS
14 4 (0.45%) Windows Server 2016
15 3 (0.34%) SUSE
15 3 (0.34%) Windows 10
15 3 (0.34%) Windows Server 2012
16 2 (0.23%) Amazon Linux
Processes & Methodologies
1 301 (34.09%) Agile Software Development
2 276 (31.26%) DevOps
3 244 (27.63%) Software Engineering
4 158 (17.89%) Microservices
5 127 (14.38%) Problem-Solving
6 118 (13.36%) Open Source
7 99 (11.21%) Analytics
7 99 (11.21%) Computer Science
8 92 (10.42%) ETL
9 76 (8.61%) Infrastructure as Code
10 74 (8.38%) MVC
11 71 (8.04%) Business Intelligence
11 71 (8.04%) Machine Learning
12 68 (7.70%) Data Pipeline
13 67 (7.59%) OO
14 65 (7.36%) Data Science
15 64 (7.25%) E-Commerce
16 61 (6.91%) TDD
17 60 (6.80%) Data Transformation
18 59 (6.68%) Visualisation
Programming Languages
1 386 (43.71%) Python
2 348 (39.41%) Java
3 282 (31.94%) SQL
4 264 (29.90%) JavaScript
5 163 (18.46%) PHP
6 120 (13.59%) Scala
7 95 (10.76%) Bash Shell
8 87 (9.85%) TypeScript
9 72 (8.15%) Shell Script
10 55 (6.23%) Kotlin
11 53 (6.00%) Go
12 51 (5.78%) Groovy
13 46 (5.21%) C#
14 45 (5.10%) PowerShell
15 44 (4.98%) Perl
16 36 (4.08%) Clojure
17 30 (3.40%) C++
18 22 (2.49%) Ruby
19 21 (2.38%) C
20 20 (2.27%) T-SQL
Qualifications
1 116 (13.14%) Degree
2 44 (4.98%) Computer Science Degree
3 33 (3.74%) OCP
3 33 (3.74%) Oracle Certification
4 20 (2.27%) Security Cleared
5 14 (1.59%) SC Cleared
6 10 (1.13%) HND
7 8 (0.91%) Cisco Certification
7 8 (0.91%) DV Cleared
8 7 (0.79%) AWS Certification
8 7 (0.79%) CCNA
8 7 (0.79%) PhD
9 5 (0.57%) Microsoft Certification
10 4 (0.45%) MCSE
10 4 (0.45%) TOGAF Certification
11 3 (0.34%) Linux+ Certification
11 3 (0.34%) Postgraduate
11 3 (0.34%) RHCE
11 3 (0.34%) RHCSA
12 2 (0.23%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 28 (3.17%) QA
2 20 (2.27%) GDPR
3 13 (1.47%) ISO/IEC 27001
4 12 (1.36%) Data Quality
5 8 (0.91%) SLA
6 6 (0.68%) OpenSCAP
7 3 (0.34%) WCAG
8 2 (0.23%) COBIT
8 2 (0.23%) ISO 9001
8 2 (0.23%) MiFID
8 2 (0.23%) NIST
8 2 (0.23%) PCI DSS
System Software
1 178 (20.16%) Docker
2 69 (7.81%) VMware Infrastructure
3 45 (5.10%) HDFS
4 28 (3.17%) KVM
5 25 (2.83%) Active Directory
5 25 (2.83%) iptables
6 22 (2.49%) Hyper-V
7 20 (2.27%) Postfix
8 18 (2.04%) QEMU
9 13 (1.47%) Kamailio
9 13 (1.47%) Virtual Machines
10 10 (1.13%) Xen
11 8 (0.91%) Samba
12 7 (0.79%) NFS
13 5 (0.57%) Sendmail
13 5 (0.57%) Virtual Servers
14 3 (0.34%) Apache ZooKeeper
14 3 (0.34%) qmail
14 3 (0.34%) Veritas Cluster Server
14 3 (0.34%) Veritas Volume Manager
Systems Management
1 169 (19.14%) Ansible
2 158 (17.89%) Kubernetes
3 90 (10.19%) Opscode Chef
4 63 (7.13%) Terraform
5 59 (6.68%) Puppet
6 51 (5.78%) Prometheus
7 42 (4.76%) HAProxy
8 38 (4.30%) ZABBIX
9 28 (3.17%) Grafana
10 19 (2.15%) Graphite
11 18 (2.04%) Galera Cluster
12 16 (1.81%) SCCM
13 15 (1.70%) Nagios
14 10 (1.13%) Oozie
15 9 (1.02%) Docker Swarm
16 8 (0.91%) Icinga
17 7 (0.79%) Failover Clustering
17 7 (0.79%) Hadoop YARN
18 6 (0.68%) Check_MK
18 6 (0.68%) Red Hat Satellite
Vendors
1 103 (11.66%) Microsoft
2 95 (10.76%) Google
3 85 (9.63%) VMware
4 54 (6.12%) Cisco
4 54 (6.12%) Oracle
5 40 (4.53%) Red Hat
6 34 (3.85%) Okta
7 31 (3.51%) Databricks
7 31 (3.51%) HP
8 29 (3.28%) Talend
9 20 (2.27%) SonicWALL
10 18 (2.04%) GENBAND
10 18 (2.04%) Juniper
10 18 (2.04%) Mitel
10 18 (2.04%) Percona
11 16 (1.81%) Adobe
12 13 (1.47%) Nortel
13 10 (1.13%) IBM
13 10 (1.13%) Zend
14 9 (1.02%) SAP