Period
to 26 February 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 26 February 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
UK > England
6 months to
26 Feb 2021
Same period 2020 Same period 2019
Rank 263 328 235
Rank change year-on-year +65 -93 -22
Permanent jobs citing Apache 774 1,083 2,121
As % of all permanent jobs advertised in England 1.16% 0.95% 1.51%
As % of the Application Platforms category 8.44% 6.57% 9.59%
Number of salaries quoted 764 928 1,739
Median annual salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.29% +5.00%
10th Percentile £35,000 £32,500 £32,500
90th Percentile £102,500 £90,375 £87,500
UK median annual salary £60,000 £57,500 £51,750
% change year-on-year +4.35% +11.11% +3.50%

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 9,167 16,475 22,110
As % of all permanent IT jobs advertised in England 13.72% 14.49% 15.73%
Number of salaries quoted 7,361 13,442 17,945
Median annual salary £55,000 £50,250 £50,000
Median salary % change year-on-year +9.45% +0.50% -
10th Percentile £31,250 £28,000 £28,250
90th Percentile £88,750 £85,000 £85,000
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +4.17%

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 26 February 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 26 February 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 +80 368 £77,500 +3.33% 102
North of England +73 133 £60,000 +14.29% 35
South East +28 117 £42,500 -19.05% 30
South West +1 94 £43,750 +2.94% 28
North West +50 75 £42,500 -22.73% 21
Yorkshire +49 48 £65,000 +36.84% 9
Midlands +41 35 £65,000 +67.74% 14
East Midlands +35 28 £65,000 +73.33% 3
East of England +70 14 £42,500 -12.82% 3
North East +9 10 £65,000 +52.94% 5
West Midlands +29 7 £42,500 - 11
Apache
UK

For the 6 months to 26 February 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.

1 350 (45.22%) Python
2 343 (44.32%) AWS
3 316 (40.83%) Linux
4 293 (37.86%) Java
5 285 (36.82%) MySQL
6 266 (34.37%) SQL
7 248 (32.04%) DevOps
8 238 (30.75%) Agile Software Development
9 233 (30.10%) Azure
10 214 (27.65%) JavaScript
11 185 (23.90%) Docker
12 180 (23.26%) Apache Spark
13 175 (22.61%) Jenkins
14 169 (21.83%) Kafka
15 167 (21.58%) Software Engineering
16 159 (20.54%) HTML
17 151 (19.51%) GCP
18 150 (19.38%) Finance
19 146 (18.86%) Kubernetes
20 145 (18.73%) Git (software)
21 144 (18.60%) Web Services
22 140 (18.09%) Microservices
23 135 (17.44%) PHP
24 131 (16.93%) Problem-Solving
25 130 (16.80%) PostgreSQL
25 130 (16.80%) Big Data
26 126 (16.28%) Google
27 125 (16.15%) CSS
27 125 (16.15%) Ansible
27 125 (16.15%) Serverless

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
1 180 (23.26%) Apache Spark
2 86 (11.11%) nginx
3 76 (9.82%) Tomcat
4 72 (9.30%) Elasticsearch
5 50 (6.46%) IIS
6 36 (4.65%) Apache Airflow
7 26 (3.36%) JBoss
8 24 (3.10%) CMS
9 20 (2.58%) WordPress
10 17 (2.20%) WebLogic
11 12 (1.55%) Apache Synapse
12 10 (1.29%) Drupal
13 9 (1.16%) Apache Solr
14 7 (0.90%) Apache TomEE
14 7 (0.90%) Confluence
15 6 (0.78%) ejabberd
15 6 (0.78%) SugarCRM
16 5 (0.65%) Facebook Platform
17 4 (0.52%) EPiServer
17 4 (0.52%) Red Hat Fuse
Applications
1 13 (1.68%) Microsoft Excel
2 5 (0.65%) Microsoft Office
3 4 (0.52%) Adobe XD
3 4 (0.52%) Gliffy
3 4 (0.52%) MS Visio
3 4 (0.52%) Photoshop
4 1 (0.13%) Adobe Creative Suite
4 1 (0.13%) Adobe Illustrator
Business Applications
1 5 (0.65%) Magento
2 2 (0.26%) SAP Hybris
3 1 (0.13%) SAP CRM
3 1 (0.13%) SAP ERP
3 1 (0.13%) SAP S/4HANA
3 1 (0.13%) Shopify
Cloud Services
1 343 (44.32%) AWS
2 233 (30.10%) Azure
3 151 (19.51%) GCP
4 125 (16.15%) Serverless
5 102 (13.18%) AWS Lambda
6 56 (7.24%) Amazon EC2
7 54 (6.98%) Amazon ECS
8 50 (6.46%) Apigee
9 48 (6.20%) GitHub
10 47 (6.07%) Amazon S3
11 31 (4.01%) SaaS
12 25 (3.23%) Azure Data Factory
13 23 (2.97%) Amazon CloudWatch
14 19 (2.45%) Stackdriver
15 18 (2.33%) Cloud Functions
16 16 (2.07%) Microsoft 365
17 14 (1.81%) Amazon Kinesis
17 14 (1.81%) Mimecast
18 13 (1.68%) Power Platform
19 12 (1.55%) Cloud Computing
Communications & Networking
1 47 (6.07%) HTTP
1 47 (6.07%) TCP/IP
2 43 (5.56%) Firewall
3 35 (4.52%) SSL
4 28 (3.62%) DNS
5 25 (3.23%) Internet
5 25 (3.23%) LAN
6 24 (3.10%) Network Security
7 20 (2.58%) WAN
8 19 (2.45%) VPN
9 18 (2.33%) Wi-Fi
10 16 (2.07%) VLAN
11 14 (1.81%) Cisco ASA
11 14 (1.81%) Cisco Nexus
12 13 (1.68%) DHCP
13 10 (1.29%) FTP
14 9 (1.16%) SAN
15 8 (1.03%) HTTPS
15 8 (1.03%) IPv4
15 8 (1.03%) IPv6
Database & Business Intelligence
1 285 (36.82%) MySQL
2 130 (16.80%) Big Data
2 130 (16.80%) PostgreSQL
3 124 (16.02%) SQL Server
4 83 (10.72%) Amazon Redshift
5 78 (10.08%) Hadoop
6 69 (8.91%) Data Warehouse
7 63 (8.14%) Data Lake
8 60 (7.75%) NoSQL
9 43 (5.56%) MongoDB
10 39 (5.04%) Amazon DynamoDB
10 39 (5.04%) Relational Database
11 38 (4.91%) Apache Ignite
12 32 (4.13%) Apache Hive
13 30 (3.88%) Apache Cassandra
13 30 (3.88%) BigQuery
13 30 (3.88%) Redis
14 21 (2.71%) Azure SQL Data Warehouse
15 20 (2.58%) Amazon RDS
15 20 (2.58%) Azure SQL Database
Development Applications
1 175 (22.61%) Jenkins
2 145 (18.73%) Git (software)
3 64 (8.27%) GitLab
4 43 (5.56%) Artifactory
5 27 (3.49%) JIRA
6 19 (2.45%) Eclipse
6 19 (2.45%) Gradle
7 18 (2.33%) Bitbucket
7 18 (2.33%) JUnit
8 15 (1.94%) Selenium
8 15 (1.94%) TeamCity
9 13 (1.68%) Maven
9 13 (1.68%) Vagrant
10 11 (1.42%) IntelliJ
11 10 (1.29%) Sonatype Nexus
12 9 (1.16%) Subversion
13 8 (1.03%) Eclipse RCP
13 8 (1.03%) webpack
14 7 (0.90%) Octopus Deploy
14 7 (0.90%) PHPUnit
General
1 150 (19.38%) Finance
2 85 (10.98%) Games
3 65 (8.40%) Banking
4 38 (4.91%) Front Office
4 38 (4.91%) Public Sector
5 37 (4.78%) Retail
6 29 (3.75%) Back Office
7 28 (3.62%) Marketing
8 13 (1.68%) Telecoms
9 9 (1.16%) Legal
9 9 (1.16%) Military
10 7 (0.90%) Aerospace
11 6 (0.78%) Advertising
12 5 (0.65%) Publishing
13 4 (0.52%) Manufacturing
14 3 (0.39%) Automotive
14 3 (0.39%) Electronics
14 3 (0.39%) Investment Banking
15 2 (0.26%) Law
16 1 (0.13%) Retail Banking
Job Titles
1 286 (36.95%) Developer
2 97 (12.53%) Software Engineer
3 91 (11.76%) Data Engineer
4 89 (11.50%) DevOps Engineer
5 78 (10.08%) Java Developer
6 63 (8.14%) Java Engineer
7 61 (7.88%) AWS Engineer
8 57 (7.36%) Architect
8 57 (7.36%) Developer/Software Engineer
9 54 (6.98%) Python Engineer
10 53 (6.85%) Python Developer
11 52 (6.72%) PHP Developer
12 46 (5.94%) Java Software Engineer
12 46 (5.94%) Linux Engineer
13 44 (5.68%) Senior Developer
14 40 (5.17%) Java Software Developer
15 39 (5.04%) Full Stack Developer
16 38 (4.91%) Java Architect
17 36 (4.65%) Data Architect
17 36 (4.65%) Senior DevOps
Libraries, Frameworks & Software Standards
1 169 (21.83%) Kafka
2 159 (20.54%) HTML
3 144 (18.60%) Web Services
4 125 (16.15%) CSS
5 118 (15.25%) LAMP
6 82 (10.59%) Spring
7 81 (10.47%) React
8 78 (10.08%) AngularJS
9 68 (8.79%) Node.js
10 67 (8.66%) Apache Flex
11 64 (8.27%) JSON
11 64 (8.27%) RESTful
12 63 (8.14%) Apache NiFi
13 61 (7.88%) XML
14 53 (6.85%) gRPC
14 53 (6.85%) Vue.js
15 50 (6.46%) REST
16 48 (6.20%) OAuth
17 47 (6.07%) jQuery
17 47 (6.07%) Swagger
Miscellaneous
1 114 (14.73%) Greenfield Project
2 76 (9.82%) Hedge funds
3 57 (7.36%) Analytical Skills
4 39 (5.04%) Derivative
5 37 (4.78%) Foreign Exchange (FX)
6 35 (4.52%) Fixed Income
7 34 (4.39%) Equities
8 32 (4.13%) Linux Command Line
9 23 (2.97%) Public Cloud
10 22 (2.84%) Data Centre
11 20 (2.58%) Algorithms
12 19 (2.45%) User Experience
13 18 (2.33%) Self-Motivation
14 16 (2.07%) Enterprise Software
15 15 (1.94%) Distributed Denial-of-Service
16 12 (1.55%) Market Risk
17 11 (1.42%) Management Information System
18 10 (1.29%) Credit Risk
18 10 (1.29%) Replication
19 9 (1.16%) Social Media
Operating Systems
1 316 (40.83%) Linux
2 99 (12.79%) Windows
3 61 (7.88%) Ubuntu
4 55 (7.11%) CentOS
5 42 (5.43%) Unix
6 26 (3.36%) Debian
7 16 (2.07%) Windows 7
8 14 (1.81%) Fedora
9 12 (1.55%) Red Hat Enterprise Linux
10 11 (1.42%) Windows Server
11 6 (0.78%) Windows Server 2012
12 5 (0.65%) Kali Linux
13 4 (0.52%) Windows 10
13 4 (0.52%) Windows Server 2016
14 3 (0.39%) Android
14 3 (0.39%) Mac OS
14 3 (0.39%) Solaris
14 3 (0.39%) VMS
15 2 (0.26%) Amazon Linux
16 1 (0.13%) Windows Server 2019
Processes & Methodologies
1 248 (32.04%) DevOps
2 238 (30.75%) Agile Software Development
3 167 (21.58%) Software Engineering
4 140 (18.09%) Microservices
5 131 (16.93%) Problem-Solving
6 96 (12.40%) ETL
7 83 (10.72%) Analytics
8 78 (10.08%) Asset Management
9 73 (9.43%) MVC
10 72 (9.30%) Infrastructure as Code
11 71 (9.17%) Business Intelligence
11 71 (9.17%) Open Source
12 59 (7.62%) Data Science
13 57 (7.36%) SDLC
13 57 (7.36%) Visualisation
14 56 (7.24%) Coaching
14 56 (7.24%) E-Commerce
15 55 (7.11%) OOP
16 54 (6.98%) OO
17 53 (6.85%) Continuous Improvement
Programming Languages
1 350 (45.22%) Python
2 293 (37.86%) Java
3 266 (34.37%) SQL
4 214 (27.65%) JavaScript
5 135 (17.44%) PHP
6 104 (13.44%) Scala
7 74 (9.56%) Bash Shell
8 54 (6.98%) Kotlin
9 51 (6.59%) TypeScript
10 49 (6.33%) C#
11 42 (5.43%) Go
11 42 (5.43%) PowerShell
12 32 (4.13%) Clojure
13 31 (4.01%) Shell Script
14 25 (3.23%) Perl
15 18 (2.33%) C++
16 16 (2.07%) C
17 14 (1.81%) Groovy
18 13 (1.68%) Ruby
19 11 (1.42%) PHP 5
Qualifications
1 58 (7.49%) Degree
2 40 (5.17%) Security Cleared
3 35 (4.52%) SC Cleared
4 33 (4.26%) Computer Science Degree
5 21 (2.71%) Sun Certification
6 8 (1.03%) DV Cleared
6 8 (1.03%) PhD
7 6 (0.78%) Microsoft Certification
8 5 (0.65%) Cisco Certification
9 4 (0.52%) AWS Certification
9 4 (0.52%) CCNA
9 4 (0.52%) MCSE
9 4 (0.52%) RHCE
9 4 (0.52%) RHCSA
10 3 (0.39%) Linux+ Certification
10 3 (0.39%) Postgraduate
11 2 (0.26%) CCNP
11 2 (0.26%) Master's Degree
12 1 (0.13%) CISSP
12 1 (0.13%) SAP Certification
Quality Assurance & Compliance
1 47 (6.07%) QA
2 13 (1.68%) GDPR
3 7 (0.90%) ISO/IEC 27001
3 7 (0.90%) SLA
4 6 (0.78%) OpenSCAP
5 5 (0.65%) Data Quality
6 3 (0.39%) WCAG
7 2 (0.26%) MiFID
8 1 (0.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.13%) PCI DSS
System Software
1 185 (23.90%) Docker
2 42 (5.43%) VMware Infrastructure
3 23 (2.97%) Hyper-V
4 19 (2.45%) KVM
5 13 (1.68%) Active Directory
6 11 (1.42%) Postfix
7 10 (1.29%) HDFS
8 9 (1.16%) Xen
9 8 (1.03%) Samba
10 6 (0.78%) iptables
10 6 (0.78%) Kamailio
10 6 (0.78%) NFS
10 6 (0.78%) QEMU
11 4 (0.52%) Apache ZooKeeper
12 3 (0.39%) Ceph
12 3 (0.39%) OCFS2
12 3 (0.39%) qmail
12 3 (0.39%) Sendmail
12 3 (0.39%) Veritas Cluster Server
12 3 (0.39%) Veritas Volume Manager
Systems Management
1 146 (18.86%) Kubernetes
2 125 (16.15%) Ansible
3 87 (11.24%) Opscode Chef
4 76 (9.82%) Terraform
5 45 (5.81%) Puppet
6 37 (4.78%) Prometheus
7 36 (4.65%) Grafana
8 33 (4.26%) HAProxy
9 27 (3.49%) ZABBIX
10 21 (2.71%) Graphite
11 15 (1.94%) SCCM
12 13 (1.68%) Nagios
13 12 (1.55%) Icinga
14 8 (1.03%) Oozie
15 7 (0.90%) Packer
16 6 (0.78%) Check_MK
16 6 (0.78%) Consul
16 6 (0.78%) Galera Cluster
17 5 (0.65%) Nessus
17 5 (0.65%) Nmap
Vendors
1 126 (16.28%) Google
2 91 (11.76%) Microsoft
3 59 (7.62%) Oracle
4 49 (6.33%) Databricks
5 46 (5.94%) VMware
6 33 (4.26%) Red Hat
7 27 (3.49%) Cisco
8 25 (3.23%) Talend
9 24 (3.10%) Splunk
10 22 (2.84%) ServiceNow
11 17 (2.20%) Adobe
12 15 (1.94%) HP
13 11 (1.42%) Teradata
14 10 (1.29%) SAP
15 8 (1.03%) Percona
16 7 (0.90%) Mitel
16 7 (0.90%) Salesforce.com
16 7 (0.90%) Yahoo!
17 6 (0.78%) IBM
17 6 (0.78%) Nortel