Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 25 July 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 25 July 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
25 Jul 2021		 Same period 2020 Same period 2019
Rank 190 191 186
Rank change year-on-year +1 -5 -1
Contract jobs citing Apache 418 209 617
As % of all contract jobs advertised in London 1.41% 1.29% 1.52%
As % of the Application Platforms category 10.26% 8.57% 9.59%
Number of daily rates quoted 275 161 440
10th Percentile £463 £425 £412
25th Percentile £513 £488 £463
Median daily rate (50th Percentile) £620 £575 £525
Median % change year-on-year +7.83% +9.52% -4.55%
75th Percentile £700 £713 £600
90th Percentile £725 £750 £663
England median daily rate £575 £525 £500
% change year-on-year +9.52% +5.00% -
Number of hourly rates quoted 0 2 1
Median hourly rate - £32.50 £22.50
Median % change year-on-year - +44.44% +45.16%
England median hourly rate £49.47 £30.25 £45.00
% change year-on-year +63.54% -32.78% +60.71%

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 4,075 2,440 6,434
As % of all contract IT jobs advertised in London 13.77% 15.03% 15.89%
Number of daily rates quoted 2,866 1,692 4,482
10th Percentile £335 £320 £308
25th Percentile £425 £420 £413
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% +5.00%
75th Percentile £625 £600 £588
90th Percentile £700 £700 £675
England median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 29 22 47
10th Percentile £15.82 £15.25 £12.89
25th Percentile £21.25 £22.75 £17.00
Median hourly rate £37.50 £32.47 £20.89
Median % change year-on-year +15.48% +55.45% +1.90%
75th Percentile £57.50 £49.19 £34.80
90th Percentile £69.63 £59.75 £48.70
England median hourly rate £22.50 £20.00 £19.65
% change year-on-year +12.50% +1.77% -1.74%

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 25 July 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 25 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London -9 38 £606 +18.29% 21
South London +17 1 £165 -63.33% 3
East London +1 1 - - 1
Apache
England

For the 6 months to 25 July 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 (50.24%) Java
2 184 (44.02%) Agile Software Development
3 177 (42.34%) Python
4 169 (40.43%) SQL
5 156 (37.32%) Apache Spark
6 110 (26.32%) DevOps
7 105 (25.12%) Big Data
7 105 (25.12%) Linux
8 103 (24.64%) Finance
9 97 (23.21%) Kafka
10 96 (22.97%) Azure
11 94 (22.49%) AWS
12 89 (21.29%) Social Skills
13 86 (20.57%) Jenkins
13 86 (20.57%) Software Engineering
14 81 (19.38%) Scala
14 81 (19.38%) Kubernetes
15 80 (19.14%) Apache Airflow
16 79 (18.90%) Oracle
17 74 (17.70%) GCP
17 74 (17.70%) Ansible
18 69 (16.51%) Serverless
19 65 (15.55%) Scrum
20 64 (15.31%) Test Automation
20 64 (15.31%) Microservices
21 63 (15.07%) JavaScript
22 62 (14.83%) Banking
23 61 (14.59%) Terraform
23 61 (14.59%) Data Engineering
23 61 (14.59%) Apache Ignite

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
1 156 (37.32%) Apache Spark
2 80 (19.14%) Apache Airflow
3 45 (10.77%) Tomcat
4 32 (7.66%) IIS
4 32 (7.66%) Oracle Coherence
5 31 (7.42%) nginx
6 19 (4.55%) Red Hat Fuse
7 17 (4.07%) SharePoint
7 17 (4.07%) WebSphere
8 12 (2.87%) Confluence
8 12 (2.87%) JBoss
9 11 (2.63%) Elasticsearch
9 11 (2.63%) Oracle SOA Suite
10 9 (2.15%) Adobe Experience Manager
10 9 (2.15%) GemFire
10 9 (2.15%) WebLogic
11 6 (1.44%) Jetty
11 6 (1.44%) Mongrel
11 6 (1.44%) Mule
11 6 (1.44%) OpenStack
Applications
1 7 (1.67%) Microsoft Excel
1 7 (1.67%) Microsoft Office
2 5 (1.20%) Microsoft PowerPoint
2 5 (1.20%) Microsoft Project
3 3 (0.72%) MS Visio
Business Applications
1 7 (1.67%) SAP Oil and Gas
2 2 (0.48%) Oracle ERP
3 1 (0.24%) Sentinel
Cloud Services
1 96 (22.97%) Azure
2 94 (22.49%) AWS
3 74 (17.70%) GCP
4 69 (16.51%) Serverless
5 36 (8.61%) Azure Functions
6 21 (5.02%) Azure Cosmos DB
7 20 (4.78%) Amazon EC2
7 20 (4.78%) GitHub
8 19 (4.55%) Google App Engine
9 17 (4.07%) Amazon S3
10 15 (3.59%) AWS Lambda
10 15 (3.59%) Cloud Functions
11 14 (3.35%) Azure Synapse Analytics
12 13 (3.11%) Azure Data Factory
13 12 (2.87%) Dialogflow
13 12 (2.87%) Google Compute Engine
13 12 (2.87%) SaaS
14 11 (2.63%) Azure Storage
15 10 (2.39%) Kong
15 10 (2.39%) Power Platform
Communications & Networking
1 25 (5.98%) HTTP
2 22 (5.26%) DNS
2 22 (5.26%) SSL
3 20 (4.78%) TCP/IP
4 16 (3.83%) Firewall
5 13 (3.11%) FTP
6 12 (2.87%) DHCP
7 8 (1.91%) Kerberos
8 7 (1.67%) IPsec
8 7 (1.67%) SSH
9 6 (1.44%) Internet
9 6 (1.44%) SMTP
10 5 (1.20%) PuTTY
10 5 (1.20%) SAN
10 5 (1.20%) Telnet
10 5 (1.20%) WinSCP
11 4 (0.96%) NAS
11 4 (0.96%) VPN
12 3 (0.72%) iSCSI
12 3 (0.72%) Network Security
Database & Business Intelligence
1 105 (25.12%) Big Data
2 61 (14.59%) Apache Ignite
3 48 (11.48%) Data Warehouse
3 48 (11.48%) Hadoop
4 46 (11.00%) NoSQL
5 36 (8.61%) BigQuery
6 34 (8.13%) MySQL
7 33 (7.89%) Apache Hive
7 33 (7.89%) Data Lake
8 32 (7.66%) PostgreSQL
9 24 (5.74%) Relational Database
10 21 (5.02%) Redis
10 21 (5.02%) SQL Server
11 19 (4.55%) MongoDB
12 15 (3.59%) Cloud Spanner
13 14 (3.35%) HBase
14 13 (3.11%) Apache Cassandra
15 11 (2.63%) Azure SQL Database
16 10 (2.39%) Power BI
16 10 (2.39%) Snowflake Schema
Development Applications
1 86 (20.57%) Jenkins
2 59 (14.11%) Git (software)
3 35 (8.37%) JIRA
4 34 (8.13%) Bitbucket
5 22 (5.26%) Maven
6 13 (3.11%) TeamCity
7 12 (2.87%) Visual Studio Team System
8 10 (2.39%) GitLab
8 10 (2.39%) Hudson
9 8 (1.91%) Sonatype Nexus
10 7 (1.67%) git-flow
10 7 (1.67%) Subversion
11 6 (1.44%) JUnit
11 6 (1.44%) LINQPad
11 6 (1.44%) Travis CI
12 5 (1.20%) Mockito
12 5 (1.20%) ProC
12 5 (1.20%) Toad
13 4 (0.96%) Artifactory
13 4 (0.96%) Gradle
General
1 103 (24.64%) Finance
2 89 (21.29%) Social Skills
3 62 (14.83%) Banking
4 40 (9.57%) Front Office
5 35 (8.37%) Analytical Skills
6 20 (4.78%) Presentation Skills
7 18 (4.31%) Investment Banking
8 13 (3.11%) Public Sector
9 11 (2.63%) Financial Institution
10 8 (1.91%) Marketing
11 7 (1.67%) Back Office
12 6 (1.44%) Publishing
12 6 (1.44%) Telecoms
13 5 (1.20%) Influencing Skills
14 4 (0.96%) Electronics
14 4 (0.96%) Games
14 4 (0.96%) Multimedia
15 3 (0.72%) Organisational Skills
16 2 (0.48%) Documentation Skills
16 2 (0.48%) German Language
Job Titles
1 133 (31.82%) Developer
2 79 (18.90%) Data Engineer
3 56 (13.40%) Java Developer
4 36 (8.61%) Architect
5 32 (7.66%) Software Engineer
6 31 (7.42%) Consultant
7 27 (6.46%) Python Developer
8 25 (5.98%) Cloud Engineer
8 25 (5.98%) Senior Developer
9 24 (5.74%) Java Consultant
9 24 (5.74%) Risk Consultant
9 24 (5.74%) Senior Consultant
9 24 (5.74%) Senior Java Consultant
10 23 (5.50%) DevOps Engineer
11 21 (5.02%) Scala Developer
12 19 (4.55%) Analyst
13 17 (4.07%) AWS Developer
13 17 (4.07%) Python Engineer
14 15 (3.59%) AWS Engineer
14 15 (3.59%) Azure Engineer
Libraries, Frameworks & Software Standards
1 97 (23.21%) Kafka
2 54 (12.92%) Spring
3 44 (10.53%) HTML
4 35 (8.37%) AngularJS
4 35 (8.37%) REST
5 34 (8.13%) .NET
6 26 (6.22%) HTML5
6 26 (6.22%) LDAP
7 25 (5.98%) Middleware
8 24 (5.74%) CSS
8 24 (5.74%) RESTful
9 23 (5.50%) JSON
9 23 (5.50%) React
10 21 (5.02%) XML
11 20 (4.78%) Apache Beam
11 20 (4.78%) Hibernate
11 20 (4.78%) JMS
11 20 (4.78%) OSGi
11 20 (4.78%) PySpark
11 20 (4.78%) Web Services
Miscellaneous
1 19 (4.55%) Market Risk
2 17 (4.07%) Derivative
2 17 (4.07%) Foreign Exchange (FX)
3 16 (3.83%) Enterprise Software
4 15 (3.59%) Fixed Income
4 15 (3.59%) Grid Computing
5 14 (3.35%) Clustering
6 12 (2.87%) Replication
7 11 (2.63%) Algorithms
7 11 (2.63%) Data Structures
7 11 (2.63%) Legacy Systems
8 10 (2.39%) Equities
8 10 (2.39%) Hedge funds
9 9 (2.15%) Public Cloud
10 8 (1.91%) Self-Motivation
11 7 (1.67%) Data Centre
11 7 (1.67%) PKI
11 7 (1.67%) Virtual Team
12 5 (1.20%) Greenfield Project
12 5 (1.20%) Wiki
Operating Systems
1 105 (25.12%) Linux
2 42 (10.05%) Windows
3 36 (8.61%) Unix
4 12 (2.87%) Red Hat Enterprise Linux
5 7 (1.67%) Windows Server
6 6 (1.44%) Ubuntu
6 6 (1.44%) Windows 10
7 4 (0.96%) Solaris
7 4 (0.96%) VMS
7 4 (0.96%) Windows Server 2016
7 4 (0.96%) Windows Server 2019
8 3 (0.72%) Android
9 2 (0.48%) AIX
9 2 (0.48%) CentOS
9 2 (0.48%) Debian
9 2 (0.48%) SUSE
9 2 (0.48%) Windows 7
9 2 (0.48%) Windows Server 2012
10 1 (0.24%) HPUX
10 1 (0.24%) SUSE Linux Enterprise Server
Processes & Methodologies
1 184 (44.02%) Agile Software Development
2 110 (26.32%) DevOps
3 86 (20.57%) Software Engineering
4 65 (15.55%) Scrum
5 64 (15.31%) Microservices
5 64 (15.31%) Test Automation
6 61 (14.59%) Data Engineering
7 58 (13.88%) Analytics
8 51 (12.20%) Data Pipeline
9 50 (11.96%) Open Source
10 47 (11.24%) Low Latency
11 45 (10.77%) Event-Driven
11 45 (10.77%) Multithreading
12 43 (10.29%) Continuous Integration
13 42 (10.05%) SDLC
14 41 (9.81%) Risk Management
15 40 (9.57%) Continuous Delivery
16 37 (8.85%) Decision-Making
17 35 (8.37%) Event-Driven Architecture
18 34 (8.13%) Technical Leadership
Programming Languages
1 210 (50.24%) Java
2 177 (42.34%) Python
3 169 (40.43%) SQL
4 81 (19.38%) Scala
5 63 (15.07%) JavaScript
6 26 (6.22%) Java 8
7 24 (5.74%) C#
8 20 (4.78%) TypeScript
9 19 (4.55%) PowerShell
10 18 (4.31%) T-SQL
11 17 (4.07%) C++
11 17 (4.07%) Shell Script
12 14 (3.35%) Bash Shell
13 11 (2.63%) PHP
14 10 (2.39%) Kotlin
14 10 (2.39%) Perl
15 9 (2.15%) PL/SQL
16 6 (1.44%) Java 11
17 5 (1.20%) C
17 5 (1.20%) VBScript
Qualifications
1 37 (8.85%) Security Cleared
2 36 (8.61%) SC Cleared
3 22 (5.26%) Degree
3 22 (5.26%) DV Cleared
4 12 (2.87%) Computer Science Degree
5 10 (2.39%) ISEB
6 9 (2.15%) Master's Degree
7 6 (1.44%) ITIL Certification
8 4 (0.96%) RHCE
9 3 (0.72%) DBS Check
10 2 (0.48%) BPSS Clearance
10 2 (0.48%) RHCSA
11 1 (0.24%) A+ Certification
11 1 (0.24%) CCNA
11 1 (0.24%) Cisco Certification
11 1 (0.24%) Linux+ Certification
11 1 (0.24%) Sun Certification
Quality Assurance & Compliance
1 20 (4.78%) QA
2 5 (1.20%) GDPR
3 3 (0.72%) Accessibility
4 2 (0.48%) COBIT
4 2 (0.48%) ISO/IEC 27001
4 2 (0.48%) MiFID
4 2 (0.48%) NIST
5 1 (0.24%) Data Quality
5 1 (0.24%) Dodd-Frank
5 1 (0.24%) EMIR
5 1 (0.24%) HL7
5 1 (0.24%) PCI DSS
5 1 (0.24%) SLA
System Software
1 58 (13.88%) Docker
2 32 (7.66%) GridGain
3 16 (3.83%) Active Directory
4 12 (2.87%) VMware Infrastructure
5 6 (1.44%) HDFS
5 6 (1.44%) Xen
6 5 (1.20%) Virtual Servers
7 4 (0.96%) Apache ZooKeeper
8 3 (0.72%) NFS
9 2 (0.48%) Virtual Machines
10 1 (0.24%) Firmware
10 1 (0.24%) GPFS
10 1 (0.24%) Hyper-V
10 1 (0.24%) OpenAM
10 1 (0.24%) Varnish
10 1 (0.24%) Virtual Desktop
10 1 (0.24%) VirtualBox
10 1 (0.24%) VMware Workstation
Systems Management
1 81 (19.38%) Kubernetes
2 74 (17.70%) Ansible
3 61 (14.59%) Terraform
4 20 (4.78%) Puppet
5 9 (2.15%) Opscode Chef
5 9 (2.15%) Single Sign-On
6 6 (1.44%) CA Single Sign-On
6 6 (1.44%) Nagios
7 5 (1.20%) Packer
8 4 (0.96%) Hadoop YARN
9 3 (0.72%) Consul
9 3 (0.72%) FortiGate
9 3 (0.72%) Icinga
9 3 (0.72%) Prometheus
10 2 (0.48%) Active Directory Federation Services
10 2 (0.48%) Forum Sentry
10 2 (0.48%) Istio
10 2 (0.48%) Oozie
10 2 (0.48%) Tivoli
11 1 (0.24%) Oracle Enterprise Manager
Vendors
1 79 (18.90%) Oracle
2 55 (13.16%) Databricks
2 55 (13.16%) Microsoft
3 51 (12.20%) Google
4 18 (4.31%) Red Hat
5 16 (3.83%) SAP
5 16 (3.83%) VMware
6 14 (3.35%) IBM
7 11 (2.63%) Alteryx
7 11 (2.63%) Sybase
8 10 (2.39%) Adobe
8 10 (2.39%) ServiceNow
9 7 (1.67%) BiZZdesign
10 6 (1.44%) BMC
10 6 (1.44%) CA
10 6 (1.44%) Confluent
10 6 (1.44%) TIBCO
11 5 (1.20%) AppDynamics
12 4 (0.96%) Citrix
12 4 (0.96%) Solace