Period
to 29 November 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 29 November 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
England > London
6 months to
29 Nov 2021
Same period 2020 Same period 2019
Rank 284 236 310
Rank change year-on-year -48 +74 -72
Permanent jobs citing Apache 673 293 564
As % of all permanent jobs advertised in London 1.30% 1.37% 1.04%
As % of the Application Platforms category 9.17% 9.32% 6.86%
Number of salaries quoted 376 262 506
10th Percentile £42,043 £50,000 £37,500
25th Percentile £52,500 £61,563 £53,750
Median annual salary (50th Percentile) £75,000 £90,000 £72,500
Median % change year-on-year -16.67% +24.14% +20.83%
75th Percentile £97,500 £117,500 £87,500
90th Percentile £126,250 £136,250 £95,000
England median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +9.52%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 7,337 3,143 8,216
As % of all permanent IT jobs advertised in London 14.22% 14.65% 15.15%
Number of salaries quoted 4,589 2,673 6,782
10th Percentile £37,500 £41,250 £32,500
25th Percentile £49,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% +4.17%
75th Percentile £85,250 £85,000 £80,000
90th Percentile £102,500 £102,500 £95,000
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

Apache
Job Vacancy Trend in London

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

Job vacancy trend for Apache in London

Apache
Salary Trend in London

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

Salary trend for Apache in London

Apache
Salary Histogram in London

Salary distribution for jobs citing Apache in London over the 6 months to 29 November 2021.

Salary histogram for Apache in London

Apache
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the London region over the 6 months to 29 November 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
Central London -56 48 £80,000 -5.88% 36
South London -13 16 £50,000 -16.67% 1
West London - 3 - - 6
East London -29 1 £51,000 +13.33% 5
North London - 1 £75,000 - 1
Apache
England

For the 6 months to 29 November 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 London region with a requirement for Apache.

1 379 (56.32%) Python
2 372 (55.27%) AWS
3 306 (45.47%) Java
4 303 (45.02%) SQL
5 282 (41.90%) Agile Software Development
6 251 (37.30%) JavaScript
7 246 (36.55%) Finance
8 216 (32.10%) Software Engineering
9 212 (31.50%) Linux
10 211 (31.35%) TypeScript
11 209 (31.05%) Scala
12 200 (29.72%) Full Stack Development
13 197 (29.27%) AngularJS
14 195 (28.97%) React
15 188 (27.93%) Azure
16 180 (26.75%) Apache Spark
17 177 (26.30%) Docker
18 175 (26.00%) Serverless
19 172 (25.56%) GCP
20 171 (25.41%) Kubernetes
21 163 (24.22%) Social Skills
22 157 (23.33%) DevOps
23 156 (23.18%) Amazon S3
24 153 (22.73%) Amazon EC2
25 143 (21.25%) Analytics
25 143 (21.25%) Kotlin
26 142 (21.10%) AWS Lambda
27 134 (19.91%) Big Data
28 132 (19.61%) Web Services
29 127 (18.87%) Git (software)

Apache
Co-occurring IT Skills in London 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 (26.75%) Apache Spark
2 99 (14.71%) Apache Airflow
3 85 (12.63%) nginx
4 79 (11.74%) Elasticsearch
4 79 (11.74%) IIS
5 49 (7.28%) Tomcat
6 32 (4.75%) Confluence
7 29 (4.31%) WordPress
8 26 (3.86%) Apache Pulsar
9 15 (2.23%) Drupal
10 12 (1.78%) Apache TomEE
11 11 (1.63%) CMS
11 11 (1.63%) SharePoint
12 8 (1.19%) Apache Solr
12 8 (1.19%) Oracle HTTP Server
12 8 (1.19%) WebLogic
13 7 (1.04%) Moodle
14 6 (0.89%) Oracle SOA Suite
15 4 (0.59%) Jupyter
16 3 (0.45%) MODX
Applications
1 8 (1.19%) Photoshop
2 7 (1.04%) Adobe Illustrator
2 7 (1.04%) Spreadsheet
3 5 (0.74%) Fireworks
4 1 (0.15%) Figma
4 1 (0.15%) Microsoft Excel
4 1 (0.15%) Microsoft Office
Business Applications
1 9 (1.34%) Payment Gateway
2 4 (0.59%) Oracle Applications
2 4 (0.59%) WebTrends
3 2 (0.30%) Workfront
Cloud Services
1 372 (55.27%) AWS
2 188 (27.93%) Azure
3 175 (26.00%) Serverless
4 172 (25.56%) GCP
5 156 (23.18%) Amazon S3
6 153 (22.73%) Amazon EC2
7 142 (21.10%) AWS Lambda
8 35 (5.20%) npm
9 33 (4.90%) SaaS
10 31 (4.61%) Snowflake
11 29 (4.31%) OpenShift
11 29 (4.31%) Power Platform
12 26 (3.86%) GitHub
12 26 (3.86%) Yarn
13 25 (3.71%) Amazon SQS
14 24 (3.57%) Cloud Functions
15 23 (3.42%) PaaS
16 19 (2.82%) Amazon CloudWatch
16 19 (2.82%) AWS CloudFormation
17 17 (2.53%) Amazon EMR
Communications & Networking
1 39 (5.79%) HTTP
2 32 (4.75%) Firewall
3 24 (3.57%) TCP/IP
4 19 (2.82%) DNS
4 19 (2.82%) VPN
5 12 (1.78%) AMQP
6 11 (1.63%) SSL
7 8 (1.19%) DHCP
7 8 (1.19%) VLAN
8 6 (0.89%) Broadband
8 6 (0.89%) RTP
8 6 (0.89%) SMTP
9 3 (0.45%) Cisco IPT
9 3 (0.45%) Internet
9 3 (0.45%) Kerberos
9 3 (0.45%) VoIP
10 2 (0.30%) Cisco IOS
10 2 (0.30%) HTTPS
10 2 (0.30%) NAS
10 2 (0.30%) WAN
Database & Business Intelligence
1 134 (19.91%) Big Data
2 124 (18.42%) MySQL
3 115 (17.09%) Amazon DynamoDB
4 102 (15.16%) Apache Ignite
5 100 (14.86%) PostgreSQL
6 97 (14.41%) NoSQL
7 90 (13.37%) Hadoop
8 80 (11.89%) Data Warehouse
9 62 (9.21%) Redis
10 59 (8.77%) SQL Server
11 58 (8.62%) BigQuery
12 55 (8.17%) Data Lake
13 46 (6.84%) MongoDB
14 30 (4.46%) Apache Cassandra
15 29 (4.31%) Power BI
16 27 (4.01%) Amazon Redshift
16 27 (4.01%) Metadata
16 27 (4.01%) Relational Database
17 25 (3.71%) Amazon RDS
18 23 (3.42%) Apache Hive
Development Applications
1 127 (18.87%) Git (software)
2 98 (14.56%) Jenkins
3 64 (9.51%) JIRA
4 35 (5.20%) gulp
5 31 (4.61%) Bitbucket
6 28 (4.16%) webpack
7 21 (3.12%) Selenium
8 18 (2.67%) GitLab
8 18 (2.67%) Gradle
9 14 (2.08%) Cucumber
9 14 (2.08%) Serenity BDD
10 11 (1.63%) CircleCI
11 10 (1.49%) Appium
11 10 (1.49%) Gatling
11 10 (1.49%) JMeter
11 10 (1.49%) PHPUnit
12 9 (1.34%) Capybara
12 9 (1.34%) Grunt
12 9 (1.34%) Maven
12 9 (1.34%) RSpec
General
1 246 (36.55%) Finance
2 163 (24.22%) Social Skills
3 99 (14.71%) Front Office
4 76 (11.29%) Analytical Skills
5 38 (5.65%) Banking
6 37 (5.50%) Marketing
7 30 (4.46%) Games
8 20 (2.97%) Retail
9 15 (2.23%) Investment Banking
10 14 (2.08%) Advertising
11 13 (1.93%) Telecoms
12 12 (1.78%) Back Office
13 8 (1.19%) Law
14 7 (1.04%) Inclusion and Diversity
15 6 (0.89%) Manufacturing
15 6 (0.89%) Presentation Skills
15 6 (0.89%) Publishing
16 5 (0.74%) Billing
16 5 (0.74%) Electronics
16 5 (0.74%) Public Sector
Job Titles
1 274 (40.71%) Developer
2 179 (26.60%) Software Engineer
3 105 (15.60%) Python Engineer
4 99 (14.71%) Python Developer
5 98 (14.56%) Developer/Software Engineer
6 97 (14.41%) Python Software Engineer
7 92 (13.67%) Data Engineer
8 50 (7.43%) AWS Engineer
8 50 (7.43%) Java Developer
9 34 (5.05%) Scala Engineer
10 32 (4.75%) Architect
10 32 (4.75%) Big Data Engineer
11 31 (4.61%) AWS Developer
12 30 (4.46%) Senior Developer
12 30 (4.46%) Senior Software Engineer
13 29 (4.31%) AWS Software Engineer
13 29 (4.31%) Full Stack Developer
14 27 (4.01%) UI Developer
15 26 (3.86%) Applications Engineer
15 26 (3.86%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 197 (29.27%) AngularJS
2 195 (28.97%) React
3 132 (19.61%) Web Services
4 121 (17.98%) Vue.js
5 115 (17.09%) HTML
6 102 (15.16%) Kafka
7 100 (14.86%) Spring
8 97 (14.41%) CSS
9 81 (12.04%) REST
10 74 (11.00%) LAMP
11 65 (9.66%) GraphQL
11 65 (9.66%) Spring Boot
12 63 (9.36%) Apache Beam
13 62 (9.21%) Node.js
14 52 (7.73%) HTML5
15 44 (6.54%) Redux
16 42 (6.24%) NgRx
17 41 (6.09%) Akka
18 34 (5.05%) Swagger
19 31 (4.61%) CSS3
Miscellaneous
1 102 (15.16%) Derivative
2 98 (14.56%) User Experience
3 94 (13.97%) Equities
4 93 (13.82%) Fixed Income
4 93 (13.82%) Foreign Exchange (FX)
4 93 (13.82%) Hedge funds
5 34 (5.05%) Linux Command Line
6 27 (4.01%) Self-Motivation
7 19 (2.82%) Enterprise Software
8 17 (2.53%) Enterprise Cloud
8 17 (2.53%) Greenfield Project
9 16 (2.38%) Public Cloud
10 12 (1.78%) Social Network
11 11 (1.63%) PKI
12 10 (1.49%) Mobile App
12 10 (1.49%) Video\Live Streaming
13 9 (1.34%) Algorithms
14 8 (1.19%) Clustering
14 8 (1.19%) Data Centre
14 8 (1.19%) Hybrid Cloud
Operating Systems
1 212 (31.50%) Linux
2 87 (12.93%) Windows
3 35 (5.20%) Unix
4 25 (3.71%) Windows Server
5 16 (2.38%) Mac OS X
6 13 (1.93%) CentOS
7 12 (1.78%) Android
8 11 (1.63%) SUSE Linux Enterprise Server
9 9 (1.34%) Red Hat Enterprise Linux
9 9 (1.34%) Ubuntu
10 8 (1.19%) SUSE
10 8 (1.19%) Windows Server 2008
10 8 (1.19%) Windows Server 2016
11 5 (0.74%) Mac OS
11 5 (0.74%) Windows 10
12 4 (0.59%) Debian
13 3 (0.45%) DC/OS
13 3 (0.45%) Windows Server 2012
13 3 (0.45%) Windows Server 2019
14 2 (0.30%) Fedora
Processes & Methodologies
1 282 (41.90%) Agile Software Development
2 216 (32.10%) Software Engineering
3 200 (29.72%) Full Stack Development
4 157 (23.33%) DevOps
5 143 (21.25%) Analytics
6 126 (18.72%) Data Science
7 124 (18.42%) Problem-Solving
8 103 (15.30%) Open Source
9 98 (14.56%) Asset Management
10 85 (12.63%) Data Pipeline
11 84 (12.48%) Data Modelling
12 79 (11.74%) Web Development
13 76 (11.29%) Continuous Integration
14 72 (10.70%) ETL
14 72 (10.70%) Microservices
15 70 (10.40%) Artificial Intelligence
16 69 (10.25%) Machine Learning
17 68 (10.10%) Data Engineering
17 68 (10.10%) Test Automation
18 62 (9.21%) Business Intelligence
Programming Languages
1 379 (56.32%) Python
2 306 (45.47%) Java
3 303 (45.02%) SQL
4 251 (37.30%) JavaScript
5 211 (31.35%) TypeScript
6 209 (31.05%) Scala
7 143 (21.25%) Kotlin
8 96 (14.26%) Clojure
9 74 (11.00%) PHP
10 47 (6.98%) Bash Shell
11 34 (5.05%) Go
12 29 (4.31%) PowerShell
13 24 (3.57%) ES6
14 21 (3.12%) C#
15 20 (2.97%) Groovy
16 19 (2.82%) C
17 15 (2.23%) Perl
17 15 (2.23%) Ruby
17 15 (2.23%) Shell Script
18 12 (1.78%) C++
Qualifications
1 50 (7.43%) Degree
2 17 (2.53%) Computer Science Degree
3 8 (1.19%) PMI Certification
4 7 (1.04%) SC Cleared
4 7 (1.04%) Security Cleared
5 6 (0.89%) ITIL Foundation Certificate
5 6 (0.89%) MCSE
5 6 (0.89%) Microsoft Certification
6 5 (0.74%) AWS Certification
7 4 (0.59%) DBS Check
8 3 (0.45%) (ISC)2 CCSP
8 3 (0.45%) Cisco Certification
8 3 (0.45%) CISSP
9 2 (0.30%) CCA
9 2 (0.30%) Master's Degree
10 1 (0.15%) BPSS Clearance
10 1 (0.15%) LPIC
10 1 (0.15%) PhD
10 1 (0.15%) RHCSA
10 1 (0.15%) TOGAF Certification
Quality Assurance & Compliance
1 42 (6.24%) GDPR
2 21 (3.12%) Data Quality
3 10 (1.49%) QA
4 7 (1.04%) Accessibility
5 5 (0.74%) ISO/IEC 27001
6 3 (0.45%) PCI DSS
System Software
1 177 (26.30%) Docker
2 22 (3.27%) Active Directory
3 16 (2.38%) VMware Infrastructure
4 11 (1.63%) Hyper-V
4 11 (1.63%) Virtual Machines
5 6 (0.89%) iptables
5 6 (0.89%) Virtual Servers
6 4 (0.59%) Apache Flume
7 2 (0.30%) Samba
7 2 (0.30%) Varnish
8 1 (0.15%) Apache ZooKeeper
8 1 (0.15%) HDFS
8 1 (0.15%) KVM
8 1 (0.15%) LXC
8 1 (0.15%) Microsoft App-V
8 1 (0.15%) QEMU
8 1 (0.15%) Squid
8 1 (0.15%) vSphere
8 1 (0.15%) Xen
Systems Management
1 171 (25.41%) Kubernetes
2 84 (12.48%) Terraform
3 48 (7.13%) Ansible
4 31 (4.61%) Prometheus
5 30 (4.46%) Puppet
6 28 (4.16%) Hadoop YARN
7 26 (3.86%) Opscode Chef
8 21 (3.12%) Grafana
9 17 (2.53%) Nagios
10 9 (1.34%) Packer
11 8 (1.19%) Istio
11 8 (1.19%) Single Sign-On
12 6 (0.89%) Scalr
13 5 (0.74%) Failover Clustering
13 5 (0.74%) HAProxy
14 3 (0.45%) Apache Brooklyn
14 3 (0.45%) Consul
14 3 (0.45%) Icinga
14 3 (0.45%) Knative
14 3 (0.45%) Marathon
Vendors
1 113 (16.79%) Google
2 71 (10.55%) Microsoft
3 48 (7.13%) Databricks
4 42 (6.24%) Oracle
5 23 (3.42%) VMware
6 15 (2.23%) Cloudera
7 14 (2.08%) Hortonworks
8 11 (1.63%) Atlassian
9 9 (1.34%) Red Hat
10 8 (1.19%) Talend
10 8 (1.19%) YouTube
11 7 (1.04%) Dell
11 7 (1.04%) Okta
12 6 (0.89%) Citrix
12 6 (0.89%) CyberArk
12 6 (0.89%) RightScale
13 5 (0.74%) Cisco
13 5 (0.74%) Confluent
13 5 (0.74%) IBM
13 5 (0.74%) Reuters