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

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 23 May 2022 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
23 May 2022		 Same period 2021 Same period 2020
Rank 266 190 230
Rank change year-on-year -76 +40 -43
Contract jobs citing Apache 374 352 211
As % of all contract jobs advertised in London 0.98% 1.45% 1.06%
As % of the Application Platforms category 7.69% 10.39% 6.95%
Number of daily rates quoted 266 234 150
10th Percentile £435 £450 £384
25th Percentile £501 £513 £485
Median daily rate (50th Percentile) £650 £600 £575
Median % change year-on-year +8.33% +4.35% +9.52%
75th Percentile £750 £700 £684
90th Percentile £841 £744 £750
England median daily rate £600 £550 £538
% change year-on-year +9.09% +2.33% +2.38%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £42.00 - -
Median hourly rate £46.00 - -
75th Percentile £50.00 - -
90th Percentile - - -
England median hourly rate £54.81 £49.47 £14.00
% change year-on-year +10.79% +253.36% -58.52%

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 4,864 3,389 3,038
As % of all contract IT jobs advertised in London 12.71% 13.96% 15.28%
Number of daily rates quoted 3,432 2,413 2,089
10th Percentile £363 £325 £313
25th Percentile £460 £418 £413
Median daily rate (50th Percentile) £565 £513 £500
Median % change year-on-year +10.24% +2.50% -4.76%
75th Percentile £675 £613 £600
90th Percentile £775 £688 £700
England median daily rate £525 £488 £475
% change year-on-year +7.69% +2.63% -
Number of hourly rates quoted 40 26 24
10th Percentile £20.78 £20.00 £15.00
25th Percentile £27.34 £21.25 £18.25
Median hourly rate £40.75 £40.25 £25.74
Median % change year-on-year +1.24% +56.37% -1.00%
75th Percentile £64.81 £57.50 £37.44
90th Percentile £75.08 £68.95 £59.25
England median hourly rate £35.00 £24.50 £20.00
% change year-on-year +42.86% +22.50% +14.29%

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 23 May 2022.

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 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
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Jobs
Central London -23 49 £536 -12.45% 21
East London - 1 - - 4
Apache
England

For the 6 months to 23 May 2022, 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.

1 191 (51.07%) Java
2 186 (49.73%) Python
3 158 (42.25%) Agile
4 148 (39.57%) Azure
5 142 (37.97%) Apache Spark
6 136 (36.36%) AWS
7 117 (31.28%) Kafka
8 115 (30.75%) Linux
9 108 (28.88%) Software Engineering
9 108 (28.88%) Finance
10 105 (28.07%) SQL
11 94 (25.13%) DevOps
12 93 (24.87%) Big Data
13 83 (22.19%) Kubernetes
14 81 (21.66%) CI/CD
15 79 (21.12%) GCP
15 79 (21.12%) Docker
16 71 (18.98%) Scala
17 65 (17.38%) Hadoop
17 65 (17.38%) Git (software)
17 65 (17.38%) Analytics
18 64 (17.11%) Apache Airflow
19 62 (16.58%) Social Skills
20 59 (15.78%) JavaScript
21 58 (15.51%) PostgreSQL
22 52 (13.90%) Jenkins
23 49 (13.10%) Oracle
23 49 (13.10%) Databricks
24 46 (12.30%) Microservices
24 46 (12.30%) ETL

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
1 142 (37.97%) Apache Spark
2 64 (17.11%) Apache Airflow
3 42 (11.23%) Tomcat
4 35 (9.36%) WebSphere
5 27 (7.22%) nginx
6 21 (5.61%) IIS
7 17 (4.55%) Elasticsearch
8 12 (3.21%) Apache Solr
8 12 (3.21%) JBoss
9 9 (2.41%) WebSphere Application Server
10 8 (2.14%) Oracle Coherence
11 7 (1.87%) Apache Pulsar
12 6 (1.60%) Confluence
12 6 (1.60%) Drupal
12 6 (1.60%) WebLogic
13 5 (1.34%) Adobe Experience Manager
13 5 (1.34%) Red Hat Fuse
14 4 (1.07%) CMS
14 4 (1.07%) OpenStack
14 4 (1.07%) WordPress
Applications
1 4 (1.07%) Microsoft Excel
2 2 (0.53%) Microsoft Office
2 2 (0.53%) Microsoft PowerPoint
3 1 (0.27%) Microsoft Project
3 1 (0.27%) MS Visio
Business Applications
1 3 (0.80%) Magento
2 2 (0.53%) SAP Oil and Gas
2 2 (0.53%) WebTrends
3 1 (0.27%) Dynamics CRM
3 1 (0.27%) Oracle Cash Management
3 1 (0.27%) Oracle ERP
3 1 (0.27%) Shopify
Cloud Services
1 148 (39.57%) Azure
2 136 (36.36%) AWS
3 79 (21.12%) GCP
4 29 (7.75%) Serverless
5 22 (5.88%) Power Platform
6 21 (5.61%) GitHub
6 21 (5.61%) PaaS
7 20 (5.35%) Datadog
8 16 (4.28%) AWS Lambda
9 14 (3.74%) OpenShift
9 14 (3.74%) SaaS
10 8 (2.14%) Amazon EC2
10 8 (2.14%) Amazon S3
10 8 (2.14%) IaaS
11 7 (1.87%) Amazon Kinesis
11 7 (1.87%) Azure Cosmos DB
11 7 (1.87%) Azure Monitor
11 7 (1.87%) Azure Storage
12 6 (1.60%) Azure Key Vault
12 6 (1.60%) Azure Synapse Analytics
Communications & Networking
1 16 (4.28%) HTTP
2 14 (3.74%) DNS
3 11 (2.94%) Firewall
4 10 (2.67%) Internet
4 10 (2.67%) SSL
4 10 (2.67%) TCP/IP
5 7 (1.87%) Kerberos
6 6 (1.60%) SMTP
7 5 (1.34%) FTP
7 5 (1.34%) SAN
7 5 (1.34%) WAN
8 4 (1.07%) Intranet
9 3 (0.80%) DKIM
9 3 (0.80%) DMARC
9 3 (0.80%) IPFS
9 3 (0.80%) Network Security
10 2 (0.53%) iSCSI
10 2 (0.53%) NAS
10 2 (0.53%) SNMP
10 2 (0.53%) VLAN
Database & Business Intelligence
1 93 (24.87%) Big Data
2 65 (17.38%) Hadoop
3 58 (15.51%) PostgreSQL
4 41 (10.96%) NoSQL
5 39 (10.43%) Apache Ignite
6 38 (10.16%) Flink
7 31 (8.29%) MongoDB
7 31 (8.29%) SQL Server
8 28 (7.49%) Data Warehouse
8 28 (7.49%) MySQL
9 22 (5.88%) Apache Hive
10 21 (5.61%) Power BI
11 20 (5.35%) Tableau
12 18 (4.81%) Data Lake
13 17 (4.55%) Delta Lake
13 17 (4.55%) HBase
14 15 (4.01%) Apache Cassandra
14 15 (4.01%) BigQuery
15 12 (3.21%) Redis
16 11 (2.94%) ObjectStore
Development Applications
1 65 (17.38%) Git (software)
2 52 (13.90%) Jenkins
3 41 (10.96%) GitLab
4 30 (8.02%) Maven
5 20 (5.35%) Gradle
6 17 (4.55%) Sonatype Nexus
7 15 (4.01%) Bitbucket
8 11 (2.94%) Cucumber
8 11 (2.94%) TeamCity
9 10 (2.67%) git-flow
9 10 (2.67%) JIRA
9 10 (2.67%) Selenium
10 9 (2.41%) MLflow
11 6 (1.60%) JUnit
12 4 (1.07%) kappa
12 4 (1.07%) SonarQube
12 4 (1.07%) Visual Studio Team System
13 3 (0.80%) Grunt
13 3 (0.80%) RSpec
13 3 (0.80%) webpack
General
1 108 (28.88%) Finance
2 62 (16.58%) Social Skills
3 37 (9.89%) Banking
4 36 (9.63%) Analytical Skills
5 26 (6.95%) Investment Banking
6 22 (5.88%) Front Office
7 13 (3.48%) Financial Institution
8 11 (2.94%) Public Sector
9 7 (1.87%) Law
9 7 (1.87%) Presentation Skills
10 6 (1.60%) Documentation Skills
11 5 (1.34%) Marketing
12 3 (0.80%) Automotive
12 3 (0.80%) Legal
12 3 (0.80%) Telecoms
13 2 (0.53%) Back Office
13 2 (0.53%) Publishing
13 2 (0.53%) Retail
14 1 (0.27%) Organisational Skills
14 1 (0.27%) Retail Banking
Job Titles
1 125 (33.42%) Developer
2 75 (20.05%) Data Engineer
3 44 (11.76%) Software Engineer
4 39 (10.43%) Java Developer
5 38 (10.16%) Architect
6 36 (9.63%) Big Data Engineer
7 35 (9.36%) Python Developer
8 22 (5.88%) DevOps Engineer
9 20 (5.35%) Java Engineer
9 20 (5.35%) Python Engineer
10 19 (5.08%) Data Architect
11 18 (4.81%) Developer/Software Engineer
12 17 (4.55%) Azure Engineer
13 16 (4.28%) Solutions Architect
14 15 (4.01%) AWS Engineer
15 12 (3.21%) Python Software Engineer
16 11 (2.94%) Consultant
16 11 (2.94%) PHP Developer
17 10 (2.67%) Front End Developer (Client-Side Developer)
17 10 (2.67%) UI Developer
Libraries, Frameworks & Software Standards
1 117 (31.28%) Kafka
2 42 (11.23%) Apache NiFi
3 39 (10.43%) Node.js
4 37 (9.89%) React
5 31 (8.29%) Spring
6 30 (8.02%) Apache Beam
6 30 (8.02%) Elastic Stack
7 28 (7.49%) HTML
8 26 (6.95%) Spring Boot
8 26 (6.95%) Web Services
9 24 (6.42%) REST
10 22 (5.88%) Django
11 21 (5.61%) CSS
11 21 (5.61%) WebSphere MQ
12 19 (5.08%) XML
13 18 (4.81%) .NET
13 18 (4.81%) TensorFlow
14 17 (4.55%) gRPC
14 17 (4.55%) Pandas
14 17 (4.55%) ZeroMQ
Miscellaneous
1 29 (7.75%) Public Cloud
2 18 (4.81%) Mobile App
3 16 (4.28%) Data Centre
3 16 (4.28%) Derivative
4 13 (3.48%) Foreign Exchange (FX)
5 12 (3.21%) Algorithms
5 12 (3.21%) Market Risk
5 12 (3.21%) Self-Motivation
6 11 (2.94%) Credit Derivative
7 9 (2.41%) Greenfield Project
7 9 (2.41%) Virtual Team
8 8 (2.14%) Cloud Native
8 8 (2.14%) User Experience
9 7 (1.87%) Enterprise Software
9 7 (1.87%) Private Cloud
10 6 (1.60%) Equities
11 5 (1.34%) Data Structures
11 5 (1.34%) DataPower
11 5 (1.34%) iPad
12 4 (1.07%) PKI
Operating Systems
1 115 (30.75%) Linux
2 39 (10.43%) Windows
3 26 (6.95%) Unix
4 14 (3.74%) Ubuntu
5 13 (3.48%) Red Hat Enterprise Linux
6 6 (1.60%) CentOS
6 6 (1.60%) VMS
6 6 (1.60%) Windows Server
7 2 (0.53%) Windows Server 2016
8 1 (0.27%) AIX
8 1 (0.27%) Debian
8 1 (0.27%) Oracle Linux
8 1 (0.27%) SUSE
8 1 (0.27%) Windows 10
8 1 (0.27%) Windows Server 2008
8 1 (0.27%) Windows Server 2019
Processes & Methodologies
1 158 (42.25%) Agile
2 108 (28.88%) Software Engineering
3 94 (25.13%) DevOps
4 81 (21.66%) CI/CD
5 65 (17.38%) Analytics
6 46 (12.30%) ETL
6 46 (12.30%) Microservices
7 44 (11.76%) Data Engineering
7 44 (11.76%) Problem-Solving
8 43 (11.50%) Scrum
9 42 (11.23%) OO
10 41 (10.96%) Data Pipeline
11 40 (10.70%) Test Automation
12 33 (8.82%) Continuous Integration
12 33 (8.82%) Data Modelling
13 32 (8.56%) Migration
14 30 (8.02%) Business Intelligence
15 29 (7.75%) Full Stack Development
15 29 (7.75%) TDD
16 28 (7.49%) Machine Learning
Programming Languages
1 191 (51.07%) Java
2 186 (49.73%) Python
3 105 (28.07%) SQL
4 71 (18.98%) Scala
5 59 (15.78%) JavaScript
6 28 (7.49%) PHP
7 27 (7.22%) TypeScript
8 22 (5.88%) C++
9 21 (5.61%) Bash
10 16 (4.28%) Ruby
11 13 (3.48%) Go
11 13 (3.48%) Perl
11 13 (3.48%) Shell Script
12 12 (3.21%) C#
13 11 (2.94%) R
14 9 (2.41%) Groovy
15 7 (1.87%) PowerShell
16 6 (1.60%) C
17 3 (0.80%) PL/SQL
18 2 (0.53%) SPARQL
Qualifications
1 29 (7.75%) Security Cleared
2 26 (6.95%) SC Cleared
3 19 (5.08%) DV Cleared
4 9 (2.41%) PhD
5 6 (1.60%) Degree
6 4 (1.07%) CCA
6 4 (1.07%) Computer Science Degree
7 2 (0.53%) AWS Certification
8 1 (0.27%) BPSS Clearance
8 1 (0.27%) ITIL Foundation Certificate
8 1 (0.27%) Master's Degree
8 1 (0.27%) Postgraduate
8 1 (0.27%) RHCE
8 1 (0.27%) RHCSA
Quality Assurance & Compliance
1 13 (3.48%) QA
2 9 (2.41%) Data Quality
3 4 (1.07%) SLA
4 3 (0.80%) ISO/IEC 27001
4 3 (0.80%) OASIS TOSCA
5 2 (0.53%) Accessibility
5 2 (0.53%) GDPR
6 1 (0.27%) NCSC
System Software
1 79 (21.12%) Docker
2 16 (4.28%) HDFS
3 10 (2.67%) Active Directory
3 10 (2.67%) Virtual Machines
4 5 (1.34%) VMware Infrastructure
5 4 (1.07%) Apache ZooKeeper
5 4 (1.07%) Varnish
6 3 (0.80%) Postfix
7 2 (0.53%) GridGain
7 2 (0.53%) Shibboleth
8 1 (0.27%) NFS
8 1 (0.27%) Oracle RAC
8 1 (0.27%) VMware ESXi
8 1 (0.27%) XenApp
Systems Management
1 83 (22.19%) Kubernetes
2 44 (11.76%) Terraform
3 26 (6.95%) Ansible
4 21 (5.61%) Puppet
5 14 (3.74%) Prometheus
6 13 (3.48%) Consul
7 11 (2.94%) Kibana
7 11 (2.94%) Kubeflow
7 11 (2.94%) logstash
8 10 (2.67%) Icinga
8 10 (2.67%) Packer
9 7 (1.87%) Nagios
9 7 (1.87%) Single Sign-On
10 6 (1.60%) Grafana
11 5 (1.34%) Control-M
12 4 (1.07%) Hadoop YARN
12 4 (1.07%) HAProxy
12 4 (1.07%) Oozie
12 4 (1.07%) Opscode Chef
13 3 (0.80%) Salt
Vendors
1 49 (13.10%) Databricks
1 49 (13.10%) Oracle
2 44 (11.76%) Microsoft
3 36 (9.63%) Google
4 26 (6.95%) Red Hat
5 16 (4.28%) Cloudera
6 14 (3.74%) IBM
6 14 (3.74%) Zend
7 12 (3.21%) VMware
8 11 (2.94%) Alteryx
8 11 (2.94%) SAP
9 9 (2.41%) Informatica
10 8 (2.14%) Confluent
11 7 (1.87%) AppDynamics
11 7 (1.87%) F5
12 6 (1.60%) Adobe
12 6 (1.60%) Hortonworks
13 4 (1.07%) Bloomberg
13 4 (1.07%) Percona
13 4 (1.07%) ServiceNow