Period
to 30 July 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 30 July 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
England > London
6 months to
30 Jul 2021
Same period 2020 Same period 2019
Rank 234 236 270
Rank change year-on-year +2 +34 -37
Permanent jobs citing Apache 702 396 743
As % of all permanent jobs advertised in London 1.55% 1.39% 1.30%
As % of the Application Platforms category 10.56% 8.99% 8.15%
Number of salaries quoted 408 345 614
10th Percentile £44,625 £46,250 £37,500
25th Percentile £53,750 £60,000 £47,500
Median annual salary (50th Percentile) £70,000 £75,000 £65,000
Median % change year-on-year -6.67% +15.38% +8.33%
75th Percentile £92,500 £105,000 £85,000
90th Percentile £126,250 £127,000 £104,265
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 6,648 4,405 9,122
As % of all permanent IT jobs advertised in London 14.67% 15.47% 15.97%
Number of salaries quoted 4,291 3,521 7,498
10th Percentile £41,250 £38,750 £34,350
25th Percentile £50,000 £48,675 £46,250
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% +4.17%
75th Percentile £85,000 £83,750 £80,000
90th Percentile £100,000 £100,000 £95,000
England median annual salary £55,000 £53,500 £51,979
% change year-on-year +2.80% +2.93% +3.96%

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 30 July 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 30 July 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 -71 47 £80,000 +14.29% 19
South London +6 13 £60,000 +4.35% 3
West London -34 3 £37,500 -48.28% 4
East London -1 2 £50,500 -34.84% 2
North London - 1 £75,000 - 1
Apache
England

For the 6 months to 30 July 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.

1 355 (50.57%) AWS
2 353 (50.28%) Python
3 297 (42.31%) SQL
4 278 (39.60%) Java
5 238 (33.90%) Software Engineering
6 235 (33.48%) Agile Software Development
7 228 (32.48%) JavaScript
8 226 (32.19%) Finance
9 216 (30.77%) Kubernetes
10 204 (29.06%) Apache Spark
11 202 (28.77%) Scala
12 189 (26.92%) Full Stack Development
13 184 (26.21%) Azure
14 180 (25.64%) Docker
15 175 (24.93%) Serverless
16 172 (24.50%) Linux
17 166 (23.65%) TypeScript
17 166 (23.65%) AngularJS
18 162 (23.08%) DevOps
19 161 (22.93%) React
20 154 (21.94%) GCP
21 152 (21.65%) Analytics
22 150 (21.37%) Big Data
23 149 (21.23%) Web Services
24 138 (19.66%) Open Source
24 138 (19.66%) Social Skills
25 137 (19.52%) Data Science
26 129 (18.38%) AWS Lambda
27 128 (18.23%) MySQL
28 127 (18.09%) Spring

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
1 204 (29.06%) Apache Spark
2 116 (16.52%) Apache Airflow
3 106 (15.10%) Elasticsearch
4 94 (13.39%) nginx
5 87 (12.39%) Tomcat
6 70 (9.97%) IIS
7 25 (3.56%) Apache TomEE
8 21 (2.99%) Apache Pulsar
8 21 (2.99%) Confluence
9 17 (2.42%) Drupal
10 16 (2.28%) SharePoint
11 15 (2.14%) WordPress
12 11 (1.57%) ejabberd
13 8 (1.14%) Moodle
14 7 (1.00%) Red Hat Fuse
15 5 (0.71%) Jupyter
15 5 (0.71%) Mule
15 5 (0.71%) Oracle HTTP Server
15 5 (0.71%) Oracle SOA Suite
15 5 (0.71%) WebLogic
Applications
1 7 (1.00%) Adobe Illustrator
1 7 (1.00%) Photoshop
1 7 (1.00%) Spreadsheet
2 5 (0.71%) Fireworks
3 1 (0.14%) Microsoft Office
Business Applications
1 7 (1.00%) Payment Gateway
2 3 (0.43%) Oracle Applications
3 2 (0.28%) Workfront
4 1 (0.14%) WebTrends
Cloud Services
1 355 (50.57%) AWS
2 184 (26.21%) Azure
3 175 (24.93%) Serverless
4 154 (21.94%) GCP
5 129 (18.38%) AWS Lambda
6 124 (17.66%) Amazon EC2
7 120 (17.09%) Amazon S3
8 49 (6.98%) Cloud Functions
9 35 (4.99%) SaaS
10 33 (4.70%) Power Platform
11 29 (4.13%) Amazon SQS
12 25 (3.56%) Snowflake
13 21 (2.99%) npm
14 20 (2.85%) OpenShift
14 20 (2.85%) PaaS
14 20 (2.85%) Yarn
15 15 (2.14%) Cloud Computing
15 15 (2.14%) Microsoft 365
16 13 (1.85%) Azure Active Directory
16 13 (1.85%) GitHub
Communications & Networking
1 51 (7.26%) HTTP
2 47 (6.70%) Firewall
3 33 (4.70%) DNS
4 30 (4.27%) TCP/IP
4 30 (4.27%) VPN
5 29 (4.13%) SSL
6 25 (3.56%) AMQP
7 22 (3.13%) Internet
8 19 (2.71%) DHCP
8 19 (2.71%) LAN
9 17 (2.42%) BGP
9 17 (2.42%) Diameter Protocol
9 17 (2.42%) SNMP
10 11 (1.57%) Asterisk PBX
10 11 (1.57%) PBX
11 10 (1.42%) Broadband
11 10 (1.42%) VLAN
12 7 (1.00%) VoIP
13 5 (0.71%) RTP
13 5 (0.71%) SMTP
Database & Business Intelligence
1 150 (21.37%) Big Data
2 128 (18.23%) MySQL
3 96 (13.68%) Amazon DynamoDB
3 96 (13.68%) Redis
4 94 (13.39%) NoSQL
5 89 (12.68%) PostgreSQL
6 85 (12.11%) Apache Ignite
7 84 (11.97%) Hadoop
8 81 (11.54%) BigQuery
9 77 (10.97%) Data Warehouse
10 65 (9.26%) SQL Server
11 48 (6.84%) Data Lake
12 45 (6.41%) Metadata
13 44 (6.27%) Relational Database
14 39 (5.56%) MongoDB
15 37 (5.27%) Amazon Redshift
16 33 (4.70%) Power BI
17 27 (3.85%) MariaDB
18 18 (2.56%) Apache Hive
19 17 (2.42%) Apache Cassandra
Development Applications
1 92 (13.11%) Jenkins
2 90 (12.82%) Git (software)
3 42 (5.98%) JIRA
4 29 (4.13%) Gradle
5 23 (3.28%) webpack
6 20 (2.85%) gulp
7 19 (2.71%) GitLab
8 15 (2.14%) Bitbucket
9 10 (1.42%) Selenium
10 9 (1.28%) CircleCI
10 9 (1.28%) GoCD
11 7 (1.00%) Capybara
11 7 (1.00%) Cucumber
11 7 (1.00%) Maven
11 7 (1.00%) minitest
11 7 (1.00%) RSpec
11 7 (1.00%) Sonatype Nexus
12 5 (0.71%) JUnit
12 5 (0.71%) Mockito
12 5 (0.71%) Sourcetree
General
1 226 (32.19%) Finance
2 138 (19.66%) Social Skills
3 109 (15.53%) Analytical Skills
4 78 (11.11%) Front Office
5 47 (6.70%) Games
6 33 (4.70%) Marketing
7 25 (3.56%) Back Office
8 23 (3.28%) Telecoms
9 22 (3.13%) Banking
9 22 (3.13%) Retail
10 17 (2.42%) Organisational Skills
11 13 (1.85%) Publishing
12 9 (1.28%) Investment Banking
13 8 (1.14%) Law
14 5 (0.71%) Billing
15 3 (0.43%) Electronics
15 3 (0.43%) Manufacturing
15 3 (0.43%) Public Sector
16 2 (0.28%) Legal
16 2 (0.28%) Presentation Skills
Job Titles
1 256 (36.47%) Developer
2 183 (26.07%) Software Engineer
3 111 (15.81%) Python Engineer
4 100 (14.25%) Data Engineer
5 87 (12.39%) Python Software Engineer
6 84 (11.97%) Python Developer
7 79 (11.25%) Developer/Software Engineer
8 58 (8.26%) Java Developer
9 52 (7.41%) Full Stack Developer
9 52 (7.41%) JavaScript Developer
10 51 (7.26%) JavaScript Engineer
10 51 (7.26%) Scala Engineer
11 44 (6.27%) AWS Engineer
12 31 (4.42%) Senior Developer
13 30 (4.27%) Architect
14 29 (4.13%) Big Data Engineer
15 26 (3.70%) Systems Engineer
16 25 (3.56%) DevOps Engineer
16 25 (3.56%) Lead Developer
16 25 (3.56%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 166 (23.65%) AngularJS
2 161 (22.93%) React
3 149 (21.23%) Web Services
4 127 (18.09%) Spring
5 107 (15.24%) HTML
6 104 (14.81%) Vue.js
7 92 (13.11%) Apache Beam
8 87 (12.39%) REST
9 85 (12.11%) Kafka
10 80 (11.40%) CSS
11 76 (10.83%) Spring Boot
12 67 (9.54%) GraphQL
13 63 (8.97%) Akka
13 63 (8.97%) Node.js
14 60 (8.55%) LAMP
15 56 (7.98%) HTML5
16 52 (7.41%) NgRx
17 47 (6.70%) Redux
18 43 (6.13%) RESTful
19 36 (5.13%) Symfony
Miscellaneous
1 87 (12.39%) User Experience
2 80 (11.40%) Derivative
3 78 (11.11%) Fixed Income
3 78 (11.11%) Foreign Exchange (FX)
4 77 (10.97%) Equities
4 77 (10.97%) Hedge funds
5 37 (5.27%) Self-Motivation
6 35 (4.99%) Linux Command Line
7 32 (4.56%) Data Centre
8 23 (3.28%) Enterprise Software
9 21 (2.99%) Clustering
9 21 (2.99%) NHS
10 19 (2.71%) Social Network
11 17 (2.42%) Public Cloud
12 16 (2.28%) PKI
13 13 (1.85%) Algorithms
14 10 (1.42%) e-Learning
14 10 (1.42%) Private Cloud
15 8 (1.14%) Social Media
15 8 (1.14%) VLE
Operating Systems
1 172 (24.50%) Linux
2 79 (11.25%) Windows
3 32 (4.56%) CentOS
4 25 (3.56%) Unix
5 20 (2.85%) Debian
6 15 (2.14%) Windows Server
7 9 (1.28%) Red Hat Enterprise Linux
8 5 (0.71%) SUSE
8 5 (0.71%) SUSE Linux Enterprise Server
8 5 (0.71%) Ubuntu
8 5 (0.71%) Windows Server 2008
8 5 (0.71%) Windows Server 2016
9 4 (0.57%) Android
10 3 (0.43%) Mac OS
10 3 (0.43%) Windows 10
10 3 (0.43%) Windows Server 2012
10 3 (0.43%) Windows Server 2019
11 1 (0.14%) Fedora
Processes & Methodologies
1 238 (33.90%) Software Engineering
2 235 (33.48%) Agile Software Development
3 189 (26.92%) Full Stack Development
4 162 (23.08%) DevOps
5 152 (21.65%) Analytics
6 138 (19.66%) Open Source
7 137 (19.52%) Data Science
8 104 (14.81%) Data Pipeline
9 97 (13.82%) Microservices
10 83 (11.82%) ETL
11 81 (11.54%) Business Intelligence
12 80 (11.40%) Asset Management
13 78 (11.11%) Data Modelling
13 78 (11.11%) Machine Learning
14 72 (10.26%) Problem-Solving
15 71 (10.11%) Artificial Intelligence
16 70 (9.97%) Mentoring
17 66 (9.40%) Visualisation
18 65 (9.26%) Data Transformation
19 57 (8.12%) Data Engineering
Programming Languages
1 353 (50.28%) Python
2 297 (42.31%) SQL
3 278 (39.60%) Java
4 228 (32.48%) JavaScript
5 202 (28.77%) Scala
6 166 (23.65%) TypeScript
7 104 (14.81%) Kotlin
8 80 (11.40%) Clojure
8 80 (11.40%) PHP
9 47 (6.70%) Bash Shell
10 41 (5.84%) Go
11 35 (4.99%) Perl
12 30 (4.27%) C#
13 24 (3.42%) Shell Script
14 22 (3.13%) ES6
15 16 (2.28%) C
16 15 (2.14%) C++
16 15 (2.14%) PowerShell
16 15 (2.14%) Ruby
17 13 (1.85%) PHP 7
Qualifications
1 64 (9.12%) Degree
2 32 (4.56%) Computer Science Degree
3 8 (1.14%) SC Cleared
3 8 (1.14%) Security Cleared
4 7 (1.00%) DBS Check
5 5 (0.71%) PMI Certification
6 3 (0.43%) Master's Degree
7 1 (0.14%) AWS Certification
7 1 (0.14%) MCSA
7 1 (0.14%) MCSE
7 1 (0.14%) Microsoft Certification
7 1 (0.14%) PhD
7 1 (0.14%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 60 (8.55%) GDPR
2 19 (2.71%) Data Quality
3 11 (1.57%) QA
4 6 (0.85%) Accessibility
5 4 (0.57%) PCI DSS
6 2 (0.28%) SLA
System Software
1 180 (25.64%) Docker
2 32 (4.56%) Active Directory
3 27 (3.85%) iptables
4 17 (2.42%) KVM
4 17 (2.42%) QEMU
5 15 (2.14%) VMware Infrastructure
6 11 (1.57%) Kamailio
6 11 (1.57%) Postfix
7 5 (0.71%) Varnish
8 3 (0.43%) Virtual Machines
8 3 (0.43%) Virtual Servers
9 2 (0.28%) HDFS
9 2 (0.28%) Hyper-V
9 2 (0.28%) LXC
9 2 (0.28%) Squid
9 2 (0.28%) Xen
10 1 (0.14%) GridGain
10 1 (0.14%) NFS
Systems Management
1 216 (30.77%) Kubernetes
2 75 (10.68%) Terraform
3 54 (7.69%) Ansible
4 49 (6.98%) Prometheus
5 39 (5.56%) Puppet
6 37 (5.27%) Grafana
7 25 (3.56%) Hadoop YARN
8 24 (3.42%) HAProxy
9 18 (2.56%) ZABBIX
10 17 (2.42%) Galera Cluster
11 15 (2.14%) Opscode Chef
12 11 (1.57%) Packer
13 9 (1.28%) Failover Clustering
14 7 (1.00%) Nagios
15 6 (0.85%) Red Hat Satellite
16 5 (0.71%) Istio
16 5 (0.71%) Single Sign-On
17 4 (0.57%) Ambari
18 3 (0.43%) Icinga
18 3 (0.43%) Oozie
Vendors
1 105 (14.96%) Google
2 76 (10.83%) Microsoft
3 35 (4.99%) Cisco
4 26 (3.70%) Talend
5 23 (3.28%) Oracle
5 23 (3.28%) VMware
6 20 (2.85%) Databricks
7 18 (2.56%) HP
7 18 (2.56%) Juniper
8 17 (2.42%) GENBAND
8 17 (2.42%) Mitel
8 17 (2.42%) Percona
8 17 (2.42%) SonicWALL
9 16 (2.28%) Red Hat
10 13 (1.85%) Qubit
11 12 (1.71%) Cloudera
12 11 (1.57%) Nortel
13 10 (1.42%) Hortonworks
13 10 (1.42%) NetIQ
13 10 (1.42%) Sybase