Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 30 November 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Apache skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache over the 6 months to 30 November 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache HTTP Server (httpd)
England > London
6 months to
30 Nov 2021		 Same period 2020 Same period 2019
Rank 247 168 235
Rank change year-on-year -79 +67 -45
Contract jobs citing Apache 426 264 396
As % of all contract jobs advertised in London 1.12% 1.66% 1.14%
As % of the Application Platforms category 8.52% 11.22% 7.54%
Number of daily rates quoted 297 207 306
10th Percentile £458 £425 £413
25th Percentile £513 £477 £470
Median daily rate (50th Percentile) £600 £575 £563
Median % change year-on-year +4.35% +2.22% -2.17%
75th Percentile £700 £713 £625
90th Percentile £725 £750 £675
England median daily rate £575 £525 £525
% change year-on-year +9.52% - +5.00%
Number of hourly rates quoted 0 2 0
Median hourly rate - £32.50 -
England median hourly rate - £40.25 £14.00
% change year-on-year - +187.50% -68.59%

Apache is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for application platform skills.

All Application Platform Skills
London
Contract vacancies with a requirement for application platform skills 5,001 2,352 5,251
As % of all contract IT jobs advertised in London 13.20% 14.82% 15.14%
Number of daily rates quoted 3,570 1,681 3,756
10th Percentile £356 £306 £275
25th Percentile £454 £406 £400
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - -
75th Percentile £656 £600 £588
90th Percentile £725 £700 £675
England median daily rate £516 £473 £450
% change year-on-year +9.21% +5.00% -3.23%
Number of hourly rates quoted 39 19 56
10th Percentile £17.31 £20.60 £15.00
25th Percentile £21.50 £23.50 £15.57
Median hourly rate £32.50 £35.00 £21.00
Median % change year-on-year -7.14% +66.67% +2.44%
75th Percentile £52.38 £45.88 £36.70
90th Percentile £71.52 £58.85 £49.31
England median hourly rate £21.50 £24.00 £18.50
% change year-on-year -10.42% +29.73% -7.50%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for Apache in London

Apache
Daily Rate Histogram in London

Daily rate distribution for jobs citing Apache in London over the 6 months to 30 November 2021.

Daily rate histogram for Apache in London

Apache
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Apache in London

Apache
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache within the London region over the 6 months to 30 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London -46 33 £513 -3.53% 37
East London - 1 - - 8
Apache
England

For the 6 months to 30 November 2021, IT contractor 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 contract job ads across the London region with a requirement for Apache.

1 210 (49.30%) Java
2 204 (47.89%) Python
3 163 (38.26%) SQL
4 158 (37.09%) Agile Software Development
5 145 (34.04%) AWS
6 139 (32.63%) Apache Spark
7 135 (31.69%) Linux
8 122 (28.64%) DevOps
9 110 (25.82%) Finance
10 101 (23.71%) Azure
11 93 (21.83%) Kafka
12 86 (20.19%) Big Data
13 83 (19.48%) JavaScript
14 79 (18.54%) Ansible
15 77 (18.08%) Apache Airflow
16 75 (17.61%) Jenkins
17 74 (17.37%) Banking
18 72 (16.90%) Software Engineering
18 72 (16.90%) Git (software)
19 70 (16.43%) Kubernetes
20 66 (15.49%) Apache Ignite
21 62 (14.55%) Social Skills
22 60 (14.08%) GCP
22 60 (14.08%) Unix
23 59 (13.85%) Data Engineering
24 58 (13.62%) Terraform
24 58 (13.62%) Data Pipeline
25 57 (13.38%) Oracle
26 54 (12.68%) Tomcat
26 54 (12.68%) Data Warehouse

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
1 139 (32.63%) Apache Spark
2 77 (18.08%) Apache Airflow
3 54 (12.68%) Tomcat
4 46 (10.80%) IIS
5 34 (7.98%) nginx
6 28 (6.57%) WebSphere
7 20 (4.69%) Confluence
8 19 (4.46%) WebLogic
9 18 (4.23%) JBoss
10 13 (3.05%) Elasticsearch
11 12 (2.82%) Adobe Experience Manager
12 10 (2.35%) Oracle SOA Suite
13 9 (2.11%) OpenStack
14 8 (1.88%) Jupyter
15 7 (1.64%) Cloud Foundry
15 7 (1.64%) SharePoint
16 6 (1.41%) Appian
16 6 (1.41%) Camunda
17 5 (1.17%) Apache Solr
18 4 (0.94%) Drupal
Applications
1 9 (2.11%) Microsoft Office
2 8 (1.88%) Microsoft Excel
3 7 (1.64%) MS Visio
4 6 (1.41%) Microsoft Project
5 5 (1.17%) Microsoft PowerPoint
6 1 (0.23%) SPSS
Business Applications
1 4 (0.94%) Oracle ERP
2 2 (0.47%) Oracle Cash Management
3 1 (0.23%) Oracle EBS
3 1 (0.23%) SAP Oil and Gas
Cloud Services
1 145 (34.04%) AWS
2 101 (23.71%) Azure
3 60 (14.08%) GCP
4 45 (10.56%) Serverless
5 43 (10.09%) Amazon S3
6 37 (8.69%) Amazon EC2
7 34 (7.98%) AWS Lambda
8 33 (7.75%) GitHub
9 23 (5.40%) SaaS
10 18 (4.23%) Azure Cosmos DB
10 18 (4.23%) OpenShift
11 17 (3.99%) PaaS
12 16 (3.76%) Amazon EMR
12 16 (3.76%) Apigee
13 15 (3.52%) IaaS
14 14 (3.29%) Power Platform
15 13 (3.05%) Azure Data Factory
16 12 (2.82%) AWS CloudFormation
17 11 (2.58%) Amazon Kinesis
17 11 (2.58%) Cloud Functions
Communications & Networking
1 33 (7.75%) SSL
2 28 (6.57%) DNS
3 25 (5.87%) Firewall
4 18 (4.23%) Kerberos
5 17 (3.99%) HTTP
6 16 (3.76%) TCP/IP
7 10 (2.35%) SAN
8 9 (2.11%) FTP
9 8 (1.88%) VPN
10 7 (1.64%) Internet
10 7 (1.64%) SSH
11 6 (1.41%) DHCP
11 6 (1.41%) NAS
11 6 (1.41%) NetScaler
11 6 (1.41%) SMTP
12 5 (1.17%) PuTTY
12 5 (1.17%) Telnet
12 5 (1.17%) WAN
12 5 (1.17%) WinSCP
13 4 (0.94%) iSCSI
Database & Business Intelligence
1 86 (20.19%) Big Data
2 66 (15.49%) Apache Ignite
3 54 (12.68%) Data Warehouse
4 53 (12.44%) Hadoop
5 38 (8.92%) Data Lake
6 37 (8.69%) NoSQL
7 34 (7.98%) MySQL
8 30 (7.04%) Apache Hive
9 27 (6.34%) Amazon DynamoDB
9 27 (6.34%) BigQuery
10 26 (6.10%) Amazon Athena
10 26 (6.10%) PostgreSQL
11 24 (5.63%) Redis
11 24 (5.63%) SQL Server
12 22 (5.16%) HBase
12 22 (5.16%) MongoDB
12 22 (5.16%) Relational Database
13 16 (3.76%) Tableau
14 15 (3.52%) RDBMS
15 14 (3.29%) Amazon Redshift
Development Applications
1 75 (17.61%) Jenkins
2 72 (16.90%) Git (software)
3 37 (8.69%) JIRA
4 25 (5.87%) Bitbucket
5 22 (5.16%) Maven
6 21 (4.93%) GitLab
7 14 (3.29%) TeamCity
8 10 (2.35%) Subversion
9 8 (1.88%) Hudson
10 7 (1.64%) Cucumber
10 7 (1.64%) Selenium
10 7 (1.64%) Sonatype Nexus
11 6 (1.41%) Artifactory
11 6 (1.41%) Bitbucket Server
11 6 (1.41%) git-flow
11 6 (1.41%) Gradle
12 5 (1.17%) IBM UrbanCode
12 5 (1.17%) JUnit
12 5 (1.17%) Postman
12 5 (1.17%) SonarQube
General
1 110 (25.82%) Finance
2 74 (17.37%) Banking
3 62 (14.55%) Social Skills
4 37 (8.69%) Analytical Skills
5 26 (6.10%) Front Office
6 20 (4.69%) Investment Banking
7 19 (4.46%) Marketing
8 16 (3.76%) Public Sector
9 13 (3.05%) Financial Institution
9 13 (3.05%) Publishing
10 10 (2.35%) Legal
10 10 (2.35%) Presentation Skills
11 8 (1.88%) Law
11 8 (1.88%) Retail
12 6 (1.41%) Documentation Skills
13 4 (0.94%) Games
14 3 (0.70%) Electronics
14 3 (0.70%) Organisational Skills
15 2 (0.47%) Inclusion and Diversity
16 1 (0.23%) Influencing Skills
Job Titles
1 139 (32.63%) Developer
2 91 (21.36%) Data Engineer
3 56 (13.15%) Java Developer
4 44 (10.33%) Python Developer
5 36 (8.45%) Software Engineer
6 33 (7.75%) AWS Engineer
7 30 (7.04%) Architect
8 27 (6.34%) Consultant
9 26 (6.10%) DevOps Engineer
9 26 (6.10%) Python Engineer
10 24 (5.63%) Developer/Software Engineer
11 23 (5.40%) AWS Developer
12 22 (5.16%) AWS Software Engineer
12 22 (5.16%) Python Software Engineer
13 19 (4.46%) C++ Developer
14 18 (4.23%) Java Consultant
14 18 (4.23%) Risk Consultant
14 18 (4.23%) Senior Consultant
14 18 (4.23%) Senior Java Consultant
15 16 (3.76%) Systems Engineer
Libraries, Frameworks & Software Standards
1 93 (21.83%) Kafka
2 51 (11.97%) Web Services
3 43 (10.09%) AngularJS
4 41 (9.62%) React
5 40 (9.39%) XML
6 39 (9.15%) HTML
7 38 (8.92%) Spring
8 33 (7.75%) CSS
8 33 (7.75%) LDAP
9 31 (7.28%) JSON
9 31 (7.28%) PySpark
10 28 (6.57%) Apache Beam
11 27 (6.34%) Node.js
11 27 (6.34%) REST
12 25 (5.87%) Apache NiFi
13 24 (5.63%) Spring Boot
13 24 (5.63%) WebSphere MQ
14 23 (5.40%) RESTful
14 23 (5.40%) Vue.js
15 22 (5.16%) Django
Miscellaneous
1 35 (8.22%) Derivative
2 34 (7.98%) Foreign Exchange (FX)
3 25 (5.87%) Fixed Income
4 22 (5.16%) Equities
5 18 (4.23%) Data Centre
6 13 (3.05%) Algorithms
7 11 (2.58%) Credit Derivative
7 11 (2.58%) Data Structures
7 11 (2.58%) PKI
7 11 (2.58%) Public Cloud
8 10 (2.35%) Enterprise Software
9 9 (2.11%) Clustering
10 8 (1.88%) Cloud Native
11 7 (1.64%) Private Cloud
12 6 (1.41%) Greenfield Project
12 6 (1.41%) Management Information System
12 6 (1.41%) Mobile App
13 5 (1.17%) Legacy Systems
13 5 (1.17%) Self-Motivation
13 5 (1.17%) Virtual Team
Operating Systems
1 135 (31.69%) Linux
2 60 (14.08%) Unix
3 51 (11.97%) Windows
4 16 (3.76%) Red Hat Enterprise Linux
5 10 (2.35%) Ubuntu
5 10 (2.35%) Windows Server
6 8 (1.88%) Windows 10
7 7 (1.64%) Windows Server 2019
8 5 (1.17%) Windows Server 2016
9 3 (0.70%) Mac OS
9 3 (0.70%) Windows Server 2008
9 3 (0.70%) Windows Server 2012
10 2 (0.47%) AIX
10 2 (0.47%) Android
10 2 (0.47%) Apple iOS
10 2 (0.47%) CentOS
10 2 (0.47%) Solaris
11 1 (0.23%) HPUX
11 1 (0.23%) Oracle Linux
11 1 (0.23%) Windows 7
Processes & Methodologies
1 158 (37.09%) Agile Software Development
2 122 (28.64%) DevOps
3 72 (16.90%) Software Engineering
4 59 (13.85%) Data Engineering
5 58 (13.62%) Data Pipeline
6 54 (12.68%) Multithreading
7 53 (12.44%) Analytics
8 52 (12.21%) Microservices
9 40 (9.39%) Problem-Solving
10 39 (9.15%) Migration
11 36 (8.45%) Data Modelling
12 35 (8.22%) Scrum
13 34 (7.98%) OO
14 33 (7.75%) Change Management
14 33 (7.75%) Full Stack Development
14 33 (7.75%) Test Automation
15 31 (7.28%) Infrastructure as Code
16 30 (7.04%) Continuous Integration
17 29 (6.81%) Unit Testing
18 28 (6.57%) Data Science
Programming Languages
1 210 (49.30%) Java
2 204 (47.89%) Python
3 163 (38.26%) SQL
4 83 (19.48%) JavaScript
5 49 (11.50%) Scala
6 37 (8.69%) TypeScript
7 26 (6.10%) Bash Shell
8 24 (5.63%) C++
9 23 (5.40%) Kotlin
10 22 (5.16%) Java 8
11 19 (4.46%) Shell Script
12 16 (3.76%) PowerShell
13 14 (3.29%) Perl
13 14 (3.29%) PHP
14 10 (2.35%) C#
15 8 (1.88%) C
15 8 (1.88%) Go
16 5 (1.17%) VBScript
17 4 (0.94%) R
17 4 (0.94%) T-SQL
Qualifications
1 23 (5.40%) Degree
1 23 (5.40%) Security Cleared
2 21 (4.93%) SC Cleared
3 13 (3.05%) DV Cleared
4 11 (2.58%) Computer Science Degree
5 6 (1.41%) ITIL Certification
6 5 (1.17%) RHCE
7 4 (0.94%) Master's Degree
8 2 (0.47%) BPSS Clearance
8 2 (0.47%) RHCSA
9 1 (0.23%) AWS Certification
9 1 (0.23%) Cisco Certification
9 1 (0.23%) Linux+ Certification
9 1 (0.23%) Sun Certification
Quality Assurance & Compliance
1 26 (6.10%) QA
2 13 (3.05%) Data Quality
3 7 (1.64%) GDPR
4 3 (0.70%) Accessibility
4 3 (0.70%) ISO/IEC 27001
4 3 (0.70%) PCI DSS
4 3 (0.70%) SLA
5 2 (0.47%) COBIT
5 2 (0.47%) NCSC
5 2 (0.47%) NIST
6 1 (0.23%) Dodd-Frank
6 1 (0.23%) EMIR
6 1 (0.23%) HL7
6 1 (0.23%) MiFID
System Software
1 50 (11.74%) Docker
2 33 (7.75%) Active Directory
3 18 (4.23%) GridGain
4 9 (2.11%) Apache ZooKeeper
5 6 (1.41%) VMware Infrastructure
6 5 (1.17%) HDFS
6 5 (1.17%) Virtual Servers
6 5 (1.17%) vSphere
7 4 (0.94%) NFS
8 3 (0.70%) Shibboleth
9 2 (0.47%) IAG
9 2 (0.47%) Postfix
9 2 (0.47%) Varnish
10 1 (0.23%) Hyper-V
10 1 (0.23%) OCFS2
10 1 (0.23%) OpenDJ
10 1 (0.23%) Virtual Machines
10 1 (0.23%) VirtualBox
10 1 (0.23%) VMware Workstation
10 1 (0.23%) XenApp
Systems Management
1 79 (18.54%) Ansible
2 70 (16.43%) Kubernetes
3 58 (13.62%) Terraform
4 22 (5.16%) Puppet
5 15 (3.52%) Opscode Chef
6 13 (3.05%) Single Sign-On
7 11 (2.58%) Grafana
7 11 (2.58%) Prometheus
8 9 (2.11%) Hadoop YARN
9 8 (1.88%) Nagios
10 7 (1.64%) CA Single Sign-On
11 6 (1.41%) Packer
12 4 (0.94%) FortiGate
12 4 (0.94%) vCenter Server
13 3 (0.70%) BMC PATROL
13 3 (0.70%) Consul
13 3 (0.70%) Icinga
13 3 (0.70%) Tivoli
14 2 (0.47%) HAProxy
14 2 (0.47%) Salt
Vendors
1 57 (13.38%) Oracle
2 51 (11.97%) Microsoft
3 41 (9.62%) Google
4 31 (7.28%) Red Hat
5 28 (6.57%) Databricks
6 18 (4.23%) VMware
7 16 (3.76%) F5
8 14 (3.29%) IBM
9 12 (2.82%) Adobe
10 11 (2.58%) Splunk
10 11 (2.58%) Sybase
11 9 (2.11%) ServiceNow
12 8 (1.88%) Citrix
12 8 (1.88%) Cloudera
12 8 (1.88%) Solace
13 7 (1.64%) AppDynamics
13 7 (1.64%) CA
13 7 (1.64%) Informatica
14 6 (1.41%) BMC
14 6 (1.41%) Hortonworks