Period
to 19 February 2020

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 19 February 2020 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
England > London
6 months to
19 Feb 2020
Same period 2019 Same period 2018
Rank 308 232 213
Rank change year-on-year -76 -19 -47
Permanent jobs citing Apache 487 979 1,180
As % of all permanent IT jobs advertised in London 0.96% 1.56% 1.69%
As % of the Application Platforms category 6.50% 9.17% 9.35%
Number of salaries quoted 418 794 971
London median annual salary £75,000 £62,500 £60,000
Median salary % change year-on-year +20.00% +4.17% -
10th Percentile £48,375 £37,500 £41,250
90th Percentile £95,000 £95,000 £92,500
England median annual salary £60,000 £52,500 £50,000
% change year-on-year +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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 7,491 10,677 12,616
As % of all permanent IT jobs advertised in London 14.69% 16.97% 18.05%
Number of salaries quoted 6,164 8,651 10,560
London median annual salary £60,625 £60,000 £58,000
Median salary % change year-on-year +1.04% +3.45% +5.45%
10th Percentile £33,689 £32,500 £33,750
90th Percentile £95,000 £94,250 £88,750
England median annual salary £50,000 £50,000 £49,500
% change year-on-year - +1.01% +6.45%

Apache
Job Vacancy Trend in London

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

Job vacancy trend for Apache in London

Apache
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache in London.

Salary trend for Apache in London

Apache
Salary Histogram in London

The salary distribution of IT jobs citing Apache in London over the 6 months to 19 February 2020.

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 19 February 2020. 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 -3 114 £70,000 +16.67% 28
South London -2 31 £85,000 +78.95% 4
East London +14 16 £85,000 +21.43% 7
West London -10 14 £70,000 +40.00% 16
North London -13 1 - - 1
Apache
England

For the 6 months to 19 February 2020, 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.

1 250 (51.33%) Linux
2 236 (48.46%) Java
3 216 (44.35%) AWS
4 200 (41.07%) Python
5 180 (36.96%) Apache Spark
6 159 (32.65%) SQL
7 145 (29.77%) DevOps
8 138 (28.34%) Docker
9 136 (27.93%) Agile Software Development
10 131 (26.90%) Finance
11 124 (25.46%) Azure
12 121 (24.85%) SQL Server
13 107 (21.97%) Kubernetes
14 99 (20.33%) Big Data
15 98 (20.12%) Data Science
15 98 (20.12%) Tomcat
16 96 (19.71%) Oracle
17 94 (19.30%) Test Automation
18 88 (18.07%) Microservices
19 85 (17.45%) Git (software)
20 84 (17.25%) nginx
20 84 (17.25%) ETL
20 84 (17.25%) Ansible
21 80 (16.43%) Web Services
21 80 (16.43%) Bash Shell
22 76 (15.61%) Hadoop
23 69 (14.17%) NoSQL
23 69 (14.17%) Windows
23 69 (14.17%) Spring
23 69 (14.17%) Fintech

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 (36.96%) Apache Spark
2 98 (20.12%) Tomcat
3 84 (17.25%) nginx
4 57 (11.70%) IIS
5 48 (9.86%) Apache Airflow
6 40 (8.21%) Elasticsearch
7 28 (5.75%) Confluence
8 19 (3.90%) WebSphere
9 13 (2.67%) Luigi
10 10 (2.05%) Adobe Experience Manager
11 7 (1.44%) JBoss
11 7 (1.44%) Oracle SOA Suite
12 6 (1.23%) Apache Solr
12 6 (1.23%) SharePoint
13 5 (1.03%) Hyperledger
13 5 (1.03%) Mule
13 5 (1.03%) OpenStack
13 5 (1.03%) SAS
13 5 (1.03%) WebLogic
13 5 (1.03%) WordPress
Applications
1 2 (0.41%) Microsoft Excel
1 2 (0.41%) SPSS
2 1 (0.21%) Microsoft Office
2 1 (0.21%) Photoshop
Business Applications
1 17 (3.49%) thinkFolio
2 2 (0.41%) Shopify
2 2 (0.41%) SnowdropKCS
Cloud Services
1 216 (44.35%) AWS
2 124 (25.46%) Azure
3 59 (12.11%) SaaS
4 58 (11.91%) GCP
5 57 (11.70%) Amazon S3
6 37 (7.60%) Serverless
7 36 (7.39%) Power Platform
8 30 (6.16%) AWS Lambda
9 24 (4.93%) Amazon Kinesis
10 23 (4.72%) GitHub
11 21 (4.31%) Cloud Computing
12 20 (4.11%) Amazon EMR
13 15 (3.08%) PaaS
14 13 (2.67%) Amazon EC2
15 12 (2.46%) AWS CloudFormation
16 9 (1.85%) Office 365
17 8 (1.64%) Amazon ELB
18 7 (1.44%) Amazon CloudWatch
19 6 (1.23%) Route 53
19 6 (1.23%) Virtual Private Cloud
Communications & Networking
1 53 (10.88%) HTTP
2 32 (6.57%) DNS
3 31 (6.37%) Firewall
4 26 (5.34%) SSL
5 20 (4.11%) TCP/IP
6 19 (3.90%) Internet
7 8 (1.64%) DHCP
8 7 (1.44%) FTP
8 7 (1.44%) HTTPS
9 5 (1.03%) VoIP
9 5 (1.03%) VPN
10 3 (0.62%) LAN
10 3 (0.62%) SMTP
10 3 (0.62%) WAN
11 2 (0.41%) Asterisk PBX
11 2 (0.41%) PBX
12 1 (0.21%) BIG-IP
12 1 (0.21%) NetScaler
12 1 (0.21%) Remote Desktop
Database & Business Intelligence
1 121 (24.85%) SQL Server
2 99 (20.33%) Big Data
3 76 (15.61%) Hadoop
4 69 (14.17%) NoSQL
5 66 (13.55%) Data Warehouse
6 55 (11.29%) MongoDB
6 55 (11.29%) PostgreSQL
7 54 (11.09%) MySQL
8 43 (8.83%) Apache Hive
9 37 (7.60%) Amazon Redshift
10 36 (7.39%) BigQuery
11 33 (6.78%) Power BI
12 32 (6.57%) Apache Cassandra
13 26 (5.34%) Snowflake Schema
14 22 (4.52%) Amazon RDS
15 21 (4.31%) Data Lake
16 20 (4.11%) Relational Database
17 19 (3.90%) Azure SQL Data Warehouse
18 18 (3.70%) Looker
18 18 (3.70%) Neo4j
Development Applications
1 85 (17.45%) Git (software)
2 58 (11.91%) Jenkins
3 44 (9.03%) JUnit
4 35 (7.19%) JIRA
5 29 (5.95%) Maven
6 26 (5.34%) TeamCity
7 23 (4.72%) Atlassian Bamboo
7 23 (4.72%) Gradle
8 22 (4.52%) Cucumber
8 22 (4.52%) Octopus Deploy
9 19 (3.90%) git-flow
10 18 (3.70%) Selenium
10 18 (3.70%) Sonatype Nexus
11 16 (3.29%) TestNG
12 14 (2.87%) Subversion
13 13 (2.67%) ProC
14 12 (2.46%) Bitbucket
15 11 (2.26%) RSpec
16 9 (1.85%) Travis CI
17 7 (1.44%) Mockito
General
1 131 (26.90%) Finance
2 45 (9.24%) Banking
3 37 (7.60%) Front Office
4 24 (4.93%) Games
5 21 (4.31%) Investment Banking
6 17 (3.49%) French Language
6 17 (3.49%) German Language
6 17 (3.49%) Italian Language
6 17 (3.49%) Retail
6 17 (3.49%) Spanish Language
7 12 (2.46%) Legal
7 12 (2.46%) Marketing
8 11 (2.26%) Public Sector
9 7 (1.44%) Financial Institution
10 3 (0.62%) iGaming
11 2 (0.41%) Automotive
11 2 (0.41%) Law
11 2 (0.41%) Telecoms
12 1 (0.21%) Advertising
12 1 (0.21%) Manufacturing
Job Titles
1 115 (23.61%) Developer
2 61 (12.53%) Data Engineer
3 59 (12.11%) Applications Support
4 57 (11.70%) Architect
5 51 (10.47%) DevOps Engineer
6 38 (7.80%) Java Developer
7 35 (7.19%) Team Leader
8 33 (6.78%) Data Architect
9 32 (6.57%) Support Engineer
10 28 (5.75%) Applications Engineer
10 28 (5.75%) Applications Support Engineer
11 27 (5.54%) Senior Data Engineer
11 27 (5.54%) Senior Developer
12 21 (4.31%) PHP Developer
13 20 (4.11%) Application Support Team Leader
13 20 (4.11%) Support Team Leader
14 19 (3.90%) Big Data Engineer
15 17 (3.49%) Full Stack Developer
15 17 (3.49%) Site Reliability Engineer
16 16 (3.29%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 80 (16.43%) Web Services
2 69 (14.17%) Spring
3 67 (13.76%) Kafka
4 66 (13.55%) REST
5 45 (9.24%) LAMP
6 43 (8.83%) .NET
6 43 (8.83%) Spring Boot
7 41 (8.42%) RESTful
8 38 (7.80%) JSON
9 37 (7.60%) XML
10 36 (7.39%) CSS
11 33 (6.78%) Akka
12 30 (6.16%) Middleware
13 29 (5.95%) HTML
14 28 (5.75%) Hibernate
14 28 (5.75%) Node.js
15 22 (4.52%) Scalaz
16 20 (4.11%) LAPP Stack
17 19 (3.90%) Elastic Stack
17 19 (3.90%) FIX Protocol
Miscellaneous
1 67 (13.76%) Analytical Skills
2 37 (7.60%) Public Cloud
3 28 (5.75%) Data Structures
4 22 (4.52%) Equities
5 21 (4.31%) Hedge funds
6 19 (3.90%) Derivative
7 18 (3.70%) Fixed Income
8 17 (3.49%) Foreign Exchange (FX)
9 16 (3.29%) Client/Server
9 16 (3.29%) Cloud Native
10 14 (2.87%) Greenfield Project
11 13 (2.67%) Data Centre
12 12 (2.46%) Algorithms
13 11 (2.26%) Management Information System
14 10 (2.05%) Replication
14 10 (2.05%) User Experience
15 8 (1.64%) Linux Command Line
16 7 (1.44%) Mobile App
16 7 (1.44%) Reinsurance
17 6 (1.23%) Virtual Team
Operating Systems
1 250 (51.33%) Linux
2 69 (14.17%) Windows
3 30 (6.16%) Windows Server
4 22 (4.52%) CentOS
5 18 (3.70%) Ubuntu
6 16 (3.29%) Unix
7 13 (2.67%) Red Hat Enterprise Linux
8 8 (1.64%) Android
8 8 (1.64%) Apple iOS
9 4 (0.82%) Windows Server 2008
10 3 (0.62%) Debian
10 3 (0.62%) Fedora
11 2 (0.41%) VyOS
12 1 (0.21%) Windows Server 2012
Processes & Methodologies
1 145 (29.77%) DevOps
2 136 (27.93%) Agile Software Development
3 98 (20.12%) Data Science
4 94 (19.30%) Test Automation
5 88 (18.07%) Microservices
6 84 (17.25%) ETL
7 69 (14.17%) Fintech
8 67 (13.76%) Business Intelligence
9 59 (12.11%) Computer Science
10 57 (11.70%) Data Engineering
11 52 (10.68%) Data Modelling
11 52 (10.68%) Machine Learning
12 50 (10.27%) Analytics
13 48 (9.86%) TDD
14 46 (9.45%) Problem-Solving
15 41 (8.42%) Open Source
16 40 (8.21%) Software Engineering
17 39 (8.01%) Continuous Integration
18 34 (6.98%) Mentoring
19 33 (6.78%) Functional Programming
Programming Languages
1 236 (48.46%) Java
2 200 (41.07%) Python
3 159 (32.65%) SQL
4 80 (16.43%) Bash Shell
5 66 (13.55%) Scala
6 56 (11.50%) JavaScript
7 50 (10.27%) C#
8 45 (9.24%) Ruby
9 43 (8.83%) Perl
10 42 (8.62%) PHP
11 40 (8.21%) PowerShell
12 38 (7.80%) C++
13 35 (7.19%) Shell Script
14 30 (6.16%) C
15 22 (4.52%) Go
16 17 (3.49%) Bourne shell
16 17 (3.49%) Korn
17 13 (2.67%) PL/SQL
18 9 (1.85%) TypeScript
19 8 (1.64%) PHP 7
Qualifications
1 56 (11.50%) Degree
2 8 (1.64%) Computer Science Degree
3 5 (1.03%) AWS Certification
3 5 (1.03%) ITIL Certification
3 5 (1.03%) Security Cleared
4 4 (0.82%) DV Cleared
4 4 (0.82%) PhD
4 4 (0.82%) SC Cleared
5 1 (0.21%) CCENT
5 1 (0.21%) CCNA
5 1 (0.21%) Cisco Certification
5 1 (0.21%) MCITP
5 1 (0.21%) MCSA
5 1 (0.21%) Microsoft Certification
Quality Assurance & Compliance
1 37 (7.60%) QA
2 24 (4.93%) Data Quality
3 7 (1.44%) GDPR
3 7 (1.44%) ISO/IEC 27001
4 2 (0.41%) EMIR
4 2 (0.41%) MiFID
System Software
1 138 (28.34%) Docker
2 36 (7.39%) HDFS
3 17 (3.49%) Active Directory
4 12 (2.46%) Virtual Machines
5 9 (1.85%) VMware Infrastructure
6 8 (1.64%) Apache ZooKeeper
6 8 (1.64%) Varnish
7 7 (1.44%) Apache Flume
8 3 (0.62%) iptables
9 2 (0.41%) Oracle RAC
9 2 (0.41%) Postfix
9 2 (0.41%) VMware ESXi
10 1 (0.21%) Hyper-V
10 1 (0.21%) NFS
10 1 (0.21%) Squid
Systems Management
1 107 (21.97%) Kubernetes
2 84 (17.25%) Ansible
3 54 (11.09%) Terraform
4 52 (10.68%) Puppet
5 44 (9.03%) Opscode Chef
6 22 (4.52%) Salt
7 18 (3.70%) Prometheus
8 17 (3.49%) Nagios
9 16 (3.29%) HAProxy
10 15 (3.08%) Packer
11 12 (2.46%) Consul
11 12 (2.46%) ZABBIX
12 11 (2.26%) Icinga
13 9 (1.85%) Grafana
13 9 (1.85%) Mesos
14 6 (1.23%) ITRS Geneos
15 4 (0.82%) Chronos
15 4 (0.82%) Hadoop YARN
16 3 (0.62%) cPanel
16 3 (0.62%) Zipkin
Vendors
1 96 (19.71%) Oracle
2 62 (12.73%) Microsoft
3 42 (8.62%) Google
4 27 (5.54%) Tableau
5 19 (3.90%) IBM
6 18 (3.70%) Red Hat
6 18 (3.70%) Teradata
7 17 (3.49%) Bloomberg
7 17 (3.49%) Databricks
7 17 (3.49%) Eze Software Group
7 17 (3.49%) FXall
7 17 (3.49%) ION Trading
7 17 (3.49%) MarketAxess
7 17 (3.49%) Reuters
7 17 (3.49%) Tradeweb
8 12 (2.46%) Atlassian
9 11 (2.26%) ServiceNow
10 10 (2.05%) Adobe
10 10 (2.05%) VMware
11 8 (1.64%) Sybase