Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
England > London
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 281 251 284
Rank change year-on-year -30 +33 -52
Permanent jobs citing Apache 1,012 461 447
As % of all permanent jobs advertised in London 1.44% 1.34% 1.15%
As % of the Application Platforms category 9.45% 9.31% 7.58%
Number of salaries quoted 346 347 393
10th Percentile £38,000 £45,000 £47,735
25th Percentile £49,030 £53,750 £60,000
Median annual salary (50th Percentile) £70,000 £70,000 £75,000
Median % change year-on-year - -6.67% +15.38%
75th Percentile £96,250 £88,750 £95,000
90th Percentile £132,500 £105,500 £118,750
England median annual salary £63,250 £57,500 £60,000
% change year-on-year +10.00% -4.17% +9.09%

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 10,708 4,954 5,894
As % of all permanent IT jobs advertised in London 15.23% 14.41% 15.22%
Number of salaries quoted 4,731 3,624 4,800
10th Percentile £38,000 £41,250 £36,250
25th Percentile £50,000 £50,000 £46,338
Median annual salary (50th Percentile) £67,000 £65,000 £62,500
Median % change year-on-year +3.08% +4.00% -
75th Percentile £87,500 £82,500 £80,000
90th Percentile £105,000 £97,500 £95,000
England median annual salary £55,500 £54,000 £52,500
% change year-on-year +2.78% +2.86% +5.00%

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 23 May 2022.

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 23 May 2022. 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
Jobs
South London +5 64 £47,500 -20.83% 1
Central London -23 59 £41,000 -43.45% 21
West London -20 48 £65,000 +73.33% 2
East London -35 23 £61,250 +22.50% 4
North London - 8 - -
Apache
England

For the 6 months to 23 May 2022, 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.

1 658 (65.02%) Python
2 454 (44.86%) AWS
3 432 (42.69%) SQL
4 429 (42.39%) Agile
5 409 (40.42%) Finance
6 408 (40.32%) Java
7 384 (37.94%) GCP
8 331 (32.71%) Software Engineering
9 330 (32.61%) Kubernetes
10 329 (32.51%) JavaScript
11 311 (30.73%) Social Skills
12 309 (30.53%) Apache Spark
13 304 (30.04%) Apache Airflow
14 295 (29.15%) Analytics
15 291 (28.75%) Linux
16 288 (28.46%) Azure
17 275 (27.17%) CI/CD
18 265 (26.19%) DevOps
19 258 (25.49%) Google
20 239 (23.62%) Data Science
21 232 (22.92%) Big Data
22 228 (22.53%) Docker
23 220 (21.74%) Mentoring
24 218 (21.54%) Microservices
25 216 (21.34%) Serverless
26 205 (20.26%) Data Pipeline
27 199 (19.66%) PostgreSQL
28 185 (18.28%) MySQL
28 185 (18.28%) TypeScript
29 184 (18.18%) NoSQL

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
1 309 (30.53%) Apache Spark
2 304 (30.04%) Apache Airflow
3 94 (9.29%) Elasticsearch
4 80 (7.91%) IIS
5 73 (7.21%) nginx
6 53 (5.24%) CMS
6 53 (5.24%) Tomcat
7 44 (4.35%) WordPress
8 40 (3.95%) Confluence
9 17 (1.68%) Luigi
10 13 (1.28%) Apache Synapse
10 13 (1.28%) JBoss
11 8 (0.79%) Apache TomEE
11 8 (0.79%) SharePoint
12 6 (0.59%) Moodle
12 6 (0.59%) WildFly
13 5 (0.49%) Apache Pulsar
13 5 (0.49%) Apache Solr
13 5 (0.49%) Headless CMS
13 5 (0.49%) MediaWiki
Applications
1 9 (0.89%) Spreadsheet
2 2 (0.20%) FileZilla
2 2 (0.20%) MS Visio
Business Applications
1 11 (1.09%) Temenos T24
2 5 (0.49%) Oracle Applications
3 2 (0.20%) Payment Gateway
Cloud Services
1 454 (44.86%) AWS
2 384 (37.94%) GCP
3 288 (28.46%) Azure
4 216 (21.34%) Serverless
5 110 (10.87%) Cloud Functions
6 109 (10.77%) Dialogflow
6 109 (10.77%) Google App Engine
6 109 (10.77%) Google Compute Engine
7 94 (9.29%) Snowflake
8 73 (7.21%) Amazon S3
9 65 (6.42%) Power Platform
10 62 (6.13%) AWS Lambda
11 57 (5.63%) Azure Synapse Analytics
12 55 (5.43%) Amazon EC2
12 55 (5.43%) npm
13 47 (4.64%) Amazon EMR
13 47 (4.64%) SaaS
14 41 (4.05%) Amazon SQS
14 41 (4.05%) GitHub
15 36 (3.56%) Azure Cosmos DB
Communications & Networking
1 60 (5.93%) DNS
2 55 (5.43%) HTTP
3 54 (5.34%) Firewall
4 39 (3.85%) SSL
5 33 (3.26%) VPN
6 28 (2.77%) DHCP
7 17 (1.68%) Reverse Proxy
8 15 (1.48%) TCP/IP
8 15 (1.48%) VLAN
9 12 (1.19%) NetScaler
10 11 (1.09%) Broadband
11 9 (0.89%) IPsec
11 9 (0.89%) VoIP
12 8 (0.79%) Cisco IOS
12 8 (0.79%) FTP
12 8 (0.79%) Internet
12 8 (0.79%) WAN
12 8 (0.79%) Wi-Fi
13 7 (0.69%) BIG-IP
13 7 (0.69%) HTTPS
Database & Business Intelligence
1 232 (22.92%) Big Data
2 199 (19.66%) PostgreSQL
3 185 (18.28%) MySQL
4 184 (18.18%) NoSQL
5 177 (17.49%) Relational Database
6 163 (16.11%) BigQuery
7 159 (15.71%) Data Warehouse
8 125 (12.35%) Hadoop
9 123 (12.15%) MongoDB
10 122 (12.06%) Data Lake
11 109 (10.77%) Cloud Spanner
12 88 (8.70%) Redis
13 65 (6.42%) Power BI
13 65 (6.42%) SQL Server
14 61 (6.03%) Metadata
15 50 (4.94%) Apache Ignite
16 49 (4.84%) Apache Hive
17 42 (4.15%) Apache Cassandra
17 42 (4.15%) Tableau
18 41 (4.05%) Electronic Patient Records
Development Applications
1 151 (14.92%) Git (software)
2 86 (8.50%) JIRA
3 49 (4.84%) Jenkins
4 48 (4.74%) gulp
5 38 (3.75%) GitLab
6 35 (3.46%) Bitbucket
7 34 (3.36%) webpack
8 26 (2.57%) Grunt
9 22 (2.17%) Maven
10 20 (1.98%) MLflow
11 19 (1.88%) Balsamiq
11 19 (1.88%) Gradle
12 13 (1.28%) git-flow
13 12 (1.19%) Artifactory
14 10 (0.99%) JUnit
15 8 (0.79%) CircleCI
15 8 (0.79%) Travis CI
16 7 (0.69%) Subversion
16 7 (0.69%) Vagrant
17 6 (0.59%) Cucumber
General
1 409 (40.42%) Finance
2 311 (30.73%) Social Skills
3 169 (16.70%) Inclusion and Diversity
4 122 (12.06%) Manufacturing
5 106 (10.47%) Marketing
6 91 (8.99%) Analytical Skills
7 63 (6.23%) Games
8 56 (5.53%) Front Office
9 53 (5.24%) Banking
10 50 (4.94%) Advertising
11 39 (3.85%) Retail
12 28 (2.77%) Aviation
13 22 (2.17%) Telecoms
14 21 (2.08%) Law
15 16 (1.58%) Financial Institution
16 13 (1.28%) Multimedia
17 12 (1.19%) French Language
17 12 (1.19%) Investment Banking
17 12 (1.19%) Portuguese Language
17 12 (1.19%) Spanish Language
Job Titles
1 251 (24.80%) Data Engineer
2 179 (17.69%) Developer
3 143 (14.13%) Software Engineer
4 131 (12.94%) Cloud Engineer
5 85 (8.40%) Architect
6 82 (8.10%) Senior Data Engineer
7 53 (5.24%) Senior Software Engineer
8 48 (4.74%) Developer/Software Engineer
9 47 (4.64%) Python Engineer
10 45 (4.45%) Python Developer
11 43 (4.25%) DevOps Engineer
12 41 (4.05%) Applications Engineer
13 38 (3.75%) Data Architect
13 38 (3.75%) Solutions Architect
13 38 (3.75%) UI Developer
14 35 (3.46%) Python Software Engineer
15 28 (2.77%) Infrastructure Engineer
16 27 (2.67%) Full Stack Developer
17 26 (2.57%) PHP Developer
18 24 (2.37%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 176 (17.39%) Kafka
2 172 (17.00%) Apache Beam
3 152 (15.02%) CSS
3 152 (15.02%) HTML
4 151 (14.92%) React
5 144 (14.23%) AngularJS
6 128 (12.65%) LAMP
7 102 (10.08%) Node.js
8 97 (9.58%) Spring
9 69 (6.82%) Spring Boot
10 67 (6.62%) .NET
10 67 (6.62%) REST
11 66 (6.52%) Vue.js
12 63 (6.23%) PySpark
13 59 (5.83%) Apache NiFi
14 51 (5.04%) HTML5
14 51 (5.04%) Pandas
15 46 (4.55%) Symfony
16 45 (4.45%) GraphQL
17 44 (4.35%) Laravel
Miscellaneous
1 153 (15.12%) Algorithms
2 111 (10.97%) Data Structures
3 108 (10.67%) Legacy Applications
3 108 (10.67%) Life Science
4 103 (10.18%) User Experience
5 63 (6.23%) Cloud Native
6 53 (5.24%) Public Cloud
7 48 (4.74%) Mobile App
8 39 (3.85%) Self-Motivation
9 27 (2.67%) Derivative
10 25 (2.47%) Linux Command Line
11 23 (2.27%) Equities
11 23 (2.27%) Hedge funds
12 21 (2.08%) Enterprise Software
13 16 (1.58%) Data Centre
13 16 (1.58%) Virtual Team
14 14 (1.38%) Greenfield Project
14 14 (1.38%) IoT
15 13 (1.28%) Fixed Income
15 13 (1.28%) Private Cloud
Operating Systems
1 291 (28.75%) Linux
2 135 (13.34%) Windows
3 61 (6.03%) Unix
4 45 (4.45%) Ubuntu
4 45 (4.45%) Windows Server
5 32 (3.16%) Red Hat Enterprise Linux
6 27 (2.67%) Android
7 21 (2.08%) Windows 10
8 13 (1.28%) Windows Server 2008
9 12 (1.19%) VMS
10 8 (0.79%) Mac OS
11 7 (0.69%) Alpine Linux
11 7 (0.69%) Amazon Linux
11 7 (0.69%) CentOS
12 6 (0.59%) Apple iOS
13 5 (0.49%) Debian
14 2 (0.20%) SUSE Linux Enterprise Server
15 1 (0.099%) Oracle Linux
Processes & Methodologies
1 429 (42.39%) Agile
2 331 (32.71%) Software Engineering
3 295 (29.15%) Analytics
4 275 (27.17%) CI/CD
5 265 (26.19%) DevOps
6 239 (23.62%) Data Science
7 220 (21.74%) Mentoring
8 218 (21.54%) Microservices
9 205 (20.26%) Data Pipeline
10 179 (17.69%) Data Engineering
11 178 (17.59%) ETL
12 160 (15.81%) Machine Learning
13 159 (15.71%) Event-Driven
14 157 (15.51%) Full Stack Development
15 139 (13.74%) Problem-Solving
16 134 (13.24%) Coaching
17 130 (12.85%) Data Modelling
17 130 (12.85%) Event-Driven Architecture
18 123 (12.15%) Open Source
19 114 (11.26%) Business Intelligence
Programming Languages
1 658 (65.02%) Python
2 432 (42.69%) SQL
3 408 (40.32%) Java
4 329 (32.51%) JavaScript
5 185 (18.28%) TypeScript
6 125 (12.35%) Scala
7 118 (11.66%) PHP
8 69 (6.82%) Go
9 68 (6.72%) C#
10 65 (6.42%) Bash
10 65 (6.42%) PowerShell
11 49 (4.84%) Kotlin
12 43 (4.25%) Shell Script
13 41 (4.05%) C++
14 28 (2.77%) Ruby
15 24 (2.37%) ES6
16 21 (2.08%) Perl
16 21 (2.08%) R
17 18 (1.78%) C
18 9 (0.89%) T-SQL
Qualifications
1 106 (10.47%) Degree
2 37 (3.66%) Computer Science Degree
3 35 (3.46%) Security Cleared
4 12 (1.19%) Numerate Degree
5 11 (1.09%) AWS Certification
5 11 (1.09%) SC Cleared
6 8 (0.79%) PMI Certification
7 7 (0.69%) Master's Degree
7 7 (0.69%) RHCE
8 5 (0.49%) DV Cleared
9 4 (0.40%) PhD
10 3 (0.30%) CISSP
11 2 (0.20%) BPSS Clearance
11 2 (0.20%) Linux+ Certification
11 2 (0.20%) LPIC
11 2 (0.20%) MCSE
11 2 (0.20%) Microsoft Certification
11 2 (0.20%) RHCSA
12 1 (0.099%) CRISC
12 1 (0.099%) ISO 27001 Lead Auditor
Quality Assurance & Compliance
1 56 (5.53%) QA
2 39 (3.85%) Data Quality
3 31 (3.06%) GDPR
4 16 (1.58%) Accessibility
5 5 (0.49%) ISO/IEC 27001
6 4 (0.40%) GxP
6 4 (0.40%) SLA
7 3 (0.30%) NIST
8 2 (0.20%) CRD IV
8 2 (0.20%) GRC
8 2 (0.20%) IFRS
8 2 (0.20%) IFRS 9
8 2 (0.20%) PCI DSS
9 1 (0.099%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 228 (22.53%) Docker
2 25 (2.47%) Active Directory
3 16 (1.58%) Terminal Services
4 14 (1.38%) VMware Infrastructure
5 11 (1.09%) Virtual Servers
6 8 (0.79%) HDFS
7 7 (0.69%) Apache ZooKeeper
8 6 (0.59%) GridGain
8 6 (0.59%) Varnish
9 5 (0.49%) Virtual Machines
10 3 (0.30%) Apache Flume
10 3 (0.30%) NFS
11 2 (0.20%) Dovecot
11 2 (0.20%) LXC
11 2 (0.20%) NDS
11 2 (0.20%) OpenSSH
11 2 (0.20%) Postfix
11 2 (0.20%) Squid
12 1 (0.099%) iptables
12 1 (0.099%) KVM
Systems Management
1 330 (32.61%) Kubernetes
2 181 (17.89%) Terraform
3 85 (8.40%) Ansible
4 54 (5.34%) Puppet
5 29 (2.87%) Prometheus
6 26 (2.57%) Opscode Chef
7 23 (2.27%) Hadoop YARN
8 22 (2.17%) Grafana
9 12 (1.19%) Packer
10 9 (0.89%) HAProxy
10 9 (0.89%) Kubeflow
11 8 (0.79%) cPanel
11 8 (0.79%) Jamf Pro
11 8 (0.79%) Nagios
12 6 (0.59%) Consul
12 6 (0.59%) Icinga
13 4 (0.40%) Check_MK
14 3 (0.30%) Istio
14 3 (0.30%) Podman
14 3 (0.30%) Single Sign-On
Vendors
1 258 (25.49%) Google
2 103 (10.18%) Microsoft
3 91 (8.99%) Databricks
4 54 (5.34%) Oracle
5 28 (2.77%) Cisco
6 26 (2.57%) Red Hat
7 24 (2.37%) IBM
7 24 (2.37%) LexisNexis
8 22 (2.17%) F5
9 18 (1.78%) VMware
9 18 (1.78%) Zend
10 17 (1.68%) Citrix
10 17 (1.68%) Splunk
11 16 (1.58%) Atlassian
12 13 (1.28%) MicroStrategy
13 12 (1.19%) Apple
13 12 (1.19%) Cadence
14 11 (1.09%) Temenos
15 10 (0.99%) Dataiku
15 10 (0.99%) Informatica