Period
to 5 March 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 5 March 2021 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
Central London > City of London
6 months to
5 Mar 2021
Same period 2020 Same period 2019
Rank 171 230 234
Rank change year-on-year +59 +4 -18
Permanent jobs citing Apache 49 83 100
As % of all permanent jobs advertised in the City of London 1.03% 0.92% 0.95%
As % of the Application Platforms category 7.88% 6.64% 6.01%
Number of salaries quoted 54 80 94
Median annual salary £72,500 £70,000 £68,750
Median salary % change year-on-year +3.57% +1.82% +1.85%
10th Percentile £47,500 £50,000 £45,000
90th Percentile £103,750 £87,500 £93,750
Central London median annual salary £72,500 £70,000 £62,500
% change year-on-year +3.57% +12.00% -

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 the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Permanent vacancies with a requirement for application platform skills 622 1,250 1,665
As % of all permanent IT jobs advertised in the City of London 13.14% 13.79% 15.88%
Number of salaries quoted 558 1,109 1,486
Median annual salary £75,000 £65,000 £60,000
Median salary % change year-on-year +15.38% +8.33% -
10th Percentile £46,250 £36,250 £32,500
90th Percentile £105,000 £95,000 £93,750
Central London median annual salary £72,500 £65,000 £60,000
% change year-on-year +11.54% +8.33% +8.11%

Apache
Job Vacancy Trend in the City of London

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

Job vacancy trend for Apache in the City of London

Apache
Salary Trend in the City of London

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

Salary trend for Apache in the City of London

Apache
Salary Histogram in the City of London

Salary distribution for jobs citing Apache in the City of London over the 6 months to 5 March 2021.

Salary histogram for Apache in the City of London

Apache
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the City of London region over the 6 months to 5 March 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 Bridge - 3 £45,000 -
Apache
Central London

For the 6 months to 5 March 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 City of London region with a requirement for Apache.

1 28 (57.14%) Java
2 26 (53.06%) Python
2 26 (53.06%) Apache Spark
3 24 (48.98%) SQL
4 23 (46.94%) AWS
5 19 (38.78%) Big Data
6 17 (34.69%) Azure
7 16 (32.65%) Hadoop
7 16 (32.65%) NoSQL
7 16 (32.65%) JavaScript
7 16 (32.65%) Linux
7 16 (32.65%) PostgreSQL
8 15 (30.61%) Kubernetes
9 14 (28.57%) Node.js
9 14 (28.57%) ETL
10 13 (26.53%) Agile Software Development
10 13 (26.53%) AngularJS
11 12 (24.49%) Analytical Skills
11 12 (24.49%) Relational Database
11 12 (24.49%) Data Science
12 11 (22.45%) Jenkins
12 11 (22.45%) HTML
13 10 (20.41%) jQuery
13 10 (20.41%) React
14 9 (18.37%) Docker
14 9 (18.37%) GCP
14 9 (18.37%) QA
14 9 (18.37%) PHP
14 9 (18.37%) Oracle
14 9 (18.37%) CSS

Apache
Co-occurring IT Skills in the City of 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 26 (53.06%) Apache Spark
2 7 (14.29%) Apache Airflow
3 6 (12.24%) Elasticsearch
4 3 (6.12%) nginx
4 3 (6.12%) WebLogic
5 2 (4.08%) Red Hat Fuse
5 2 (4.08%) SharePoint
6 1 (2.04%) Adobe Experience Manager
6 1 (2.04%) CMS
6 1 (2.04%) Confluence
Applications
1 2 (4.08%) Microsoft Office
Cloud Services
1 23 (46.94%) AWS
2 17 (34.69%) Azure
3 9 (18.37%) GCP
4 5 (10.20%) Amazon EC2
5 4 (8.16%) OpenShift
6 3 (6.12%) Azure Active Directory
7 2 (4.08%) Microsoft 365
7 2 (4.08%) PaaS
8 1 (2.04%) IaaS
Communications & Networking
1 3 (6.12%) Firewall
2 1 (2.04%) DNS
2 1 (2.04%) HTTP
2 1 (2.04%) Internet
2 1 (2.04%) Kerberos
2 1 (2.04%) VPN
Database & Business Intelligence
1 19 (38.78%) Big Data
2 16 (32.65%) Hadoop
2 16 (32.65%) NoSQL
2 16 (32.65%) PostgreSQL
3 12 (24.49%) Relational Database
4 9 (18.37%) Data Warehouse
5 8 (16.33%) Data Lake
6 7 (14.29%) Amazon Redshift
6 7 (14.29%) MySQL
7 6 (12.24%) Bigtable
7 6 (12.24%) Presto
8 5 (10.20%) Amazon RDS
8 5 (10.20%) MongoDB
9 3 (6.12%) Redis
9 3 (6.12%) SQL Server Reporting Services
10 2 (4.08%) Spark SQL
11 1 (2.04%) Apache Cassandra
11 1 (2.04%) DataStax
11 1 (2.04%) HDInsight
11 1 (2.04%) Oracle Database
Development Applications
1 11 (22.45%) Jenkins
2 8 (16.33%) Git (software)
3 6 (12.24%) JIRA
4 4 (8.16%) TeamCity
4 4 (8.16%) Travis CI
5 2 (4.08%) Vagrant
6 1 (2.04%) Bitbucket
6 1 (2.04%) GitLab
General
1 8 (16.33%) Finance
2 6 (12.24%) Banking
3 4 (8.16%) Telecoms
4 3 (6.12%) Advertising
5 1 (2.04%) Law
5 1 (2.04%) Marketing
5 1 (2.04%) Publishing
Job Titles
1 23 (46.94%) Developer
2 10 (20.41%) Big Data Engineer
2 10 (20.41%) Java Developer
3 9 (18.37%) Architect
4 8 (16.33%) Big Data Developer
4 8 (16.33%) Python Developer
5 7 (14.29%) Data Architect
5 7 (14.29%) Data Engineer
5 7 (14.29%) Full Stack Developer
5 7 (14.29%) Java Architect
6 6 (12.24%) Big Data Architect
6 6 (12.24%) ETL Developer
6 6 (12.24%) Java Engineer
7 5 (10.20%) AWS Engineer
8 4 (8.16%) Administrator
8 4 (8.16%) Angular Developer
8 4 (8.16%) Head of Development
8 4 (8.16%) JavaScript Developer
8 4 (8.16%) SQL Developer
8 4 (8.16%) Unix Developer
Libraries, Frameworks & Software Standards
1 14 (28.57%) Node.js
2 13 (26.53%) AngularJS
3 11 (22.45%) HTML
4 10 (20.41%) jQuery
4 10 (20.41%) React
5 9 (18.37%) CSS
6 7 (14.29%) LAPP Stack
6 7 (14.29%) XML
7 6 (12.24%) Apache Beam
7 6 (12.24%) Middleware
7 6 (12.24%) RESTful
8 5 (10.20%) PySpark
8 5 (10.20%) Spring
9 4 (8.16%) .NET
9 4 (8.16%) LAMP
9 4 (8.16%) scikit-learn
9 4 (8.16%) TensorFlow
9 4 (8.16%) Vue.js
10 3 (6.12%) Flask
10 3 (6.12%) Web Services
Miscellaneous
1 12 (24.49%) Analytical Skills
2 7 (14.29%) Algorithms
2 7 (14.29%) User Experience
3 4 (8.16%) Data Structures
4 3 (6.12%) Greenfield Project
4 3 (6.12%) Mobile App
5 2 (4.08%) Clustering
5 2 (4.08%) Enterprise Software
5 2 (4.08%) Public Cloud
6 1 (2.04%) Distributed Denial-of-Service
6 1 (2.04%) Fixed Income
6 1 (2.04%) Management Information System
6 1 (2.04%) Reinsurance
6 1 (2.04%) Social Media
6 1 (2.04%) Wiki
Operating Systems
1 16 (32.65%) Linux
2 6 (12.24%) Unix
3 4 (8.16%) Windows
4 2 (4.08%) Red Hat Enterprise Linux
5 1 (2.04%) Ubuntu
Processes & Methodologies
1 14 (28.57%) ETL
2 13 (26.53%) Agile Software Development
3 12 (24.49%) Data Science
4 8 (16.33%) Analytics
4 8 (16.33%) SDLC
5 7 (14.29%) Data Transformation
6 6 (12.24%) Architectural Design
6 6 (12.24%) Computer Science
6 6 (12.24%) DevOps
6 6 (12.24%) OOP
6 6 (12.24%) Statistics
7 5 (10.20%) Business Intelligence
7 5 (10.20%) Functional Testing
7 5 (10.20%) Root Cause Analysis
8 4 (8.16%) API Design
8 4 (8.16%) API Development
8 4 (8.16%) Data Protection
8 4 (8.16%) Machine Learning
8 4 (8.16%) Open Source
8 4 (8.16%) Software Testing
Programming Languages
1 28 (57.14%) Java
2 26 (53.06%) Python
3 24 (48.98%) SQL
4 16 (32.65%) JavaScript
5 9 (18.37%) PHP
6 8 (16.33%) Bash Shell
6 8 (16.33%) Scala
7 3 (6.12%) C#
7 3 (6.12%) PowerShell
7 3 (6.12%) R
7 3 (6.12%) Ruby
7 3 (6.12%) TypeScript
8 2 (4.08%) Shell Script
9 1 (2.04%) C++
9 1 (2.04%) Cython
9 1 (2.04%) Java 8
Qualifications
1 4 (8.16%) Degree
1 4 (8.16%) PhD
2 3 (6.12%) Computer Science Degree
2 3 (6.12%) Linux+ Certification
2 3 (6.12%) MCSE
2 3 (6.12%) Microsoft Certification
3 1 (2.04%) (ISC)2 CCSP
3 1 (2.04%) CCSP
3 1 (2.04%) CISA
3 1 (2.04%) Cisco Certification
3 1 (2.04%) CISM
3 1 (2.04%) CRISC
Quality Assurance & Compliance
1 9 (18.37%) QA
2 2 (4.08%) GDPR
3 1 (2.04%) Data Quality
3 1 (2.04%) ISO/IEC 27001
3 1 (2.04%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 9 (18.37%) Docker
2 6 (12.24%) Active Directory
3 4 (8.16%) VMware Infrastructure
Systems Management
1 15 (30.61%) Kubernetes
2 6 (12.24%) Terraform
3 5 (10.20%) Ansible
4 4 (8.16%) Puppet
5 3 (6.12%) HAProxy
5 3 (6.12%) Opscode Chef
5 3 (6.12%) Single Sign-On
6 1 (2.04%) CASB
Vendors
1 9 (18.37%) Oracle
2 5 (10.20%) Talend
3 4 (8.16%) Databricks
3 4 (8.16%) VMware
4 3 (6.12%) Fortinet
4 3 (6.12%) Microsoft
4 3 (6.12%) Salesforce.com
4 3 (6.12%) ServiceNow
4 3 (6.12%) SolarWinds
5 2 (4.08%) Red Hat
6 1 (2.04%) Adobe
6 1 (2.04%) Cisco
6 1 (2.04%) Google
6 1 (2.04%) Palantir
6 1 (2.04%) Splunk