Period
to

The following table provides summary statistics for contract job vacancies advertised in England 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 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)
UK > England
6 months to
25 May 2022
Same period 2021 Same period 2020
Rank 302 218 282
Rank change year-on-year -84 +64 -49
Contract jobs citing Apache 589 572 384
As % of all contract jobs advertised in England 0.84% 1.23% 0.90%
As % of the Application Platforms category 6.84% 9.36% 6.19%
Number of daily rates quoted 395 386 264
10th Percentile £420 £390 £315
25th Percentile £478 £463 £425
Median daily rate (50th Percentile) £600 £550 £538
Median % change year-on-year +9.09% +2.33% +2.38%
75th Percentile £713 £675 £645
90th Percentile £813 £725 £721
UK median daily rate £600 £550 £526
% change year-on-year +9.09% +4.51% +0.24%
Number of hourly rates quoted 2 2 5
10th Percentile £43.98 £45.27 £13.10
25th Percentile £46.95 £46.18 -
Median hourly rate £54.81 £49.47 £14.00
Median % change year-on-year +10.79% +253.36% -58.52%
75th Percentile £61.57 £51.74 -
90th Percentile £63.88 £52.05 £25.40
UK median hourly rate £54.81 £51.50 £14.00
% change year-on-year +6.42% +267.86% -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 England with a requirement for application platform skills.

All Application Platform Skills
England
Contract vacancies with a requirement for application platform skills 8,617 6,110 6,205
As % of all contract IT jobs advertised in England 12.24% 13.12% 14.50%
Number of daily rates quoted 5,968 4,210 4,201
10th Percentile £313 £300 £281
25th Percentile £413 £400 £375
Median daily rate (50th Percentile) £525 £488 £475
Median % change year-on-year +7.69% +2.63% -
75th Percentile £638 £584 £571
90th Percentile £738 £663 £650
UK median daily rate £525 £475 £475
% change year-on-year +10.53% - -
Number of hourly rates quoted 150 121 135
10th Percentile £14.25 £12.25 £12.63
25th Percentile £16.43 £16.25 £15.25
Median hourly rate £35.00 £25.00 £20.00
Median % change year-on-year +40.00% +25.00% +14.29%
75th Percentile £59.00 £57.50 £33.38
90th Percentile £77.50 £66.25 £54.50
UK median hourly rate £35.00 £25.50 £20.06
% change year-on-year +37.25% +27.15% +14.60%

Apache
Job Vacancy Trend in England

Job postings citing Apache as a proportion of all IT jobs advertised in England.

Job vacancy trend for Apache in England

Apache
Contractor Daily Rate Trend in England

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

Daily rate trend for Apache in England

Apache
Daily Rate Histogram in England

Daily rate distribution for jobs citing Apache in England over the 6 months to 25 May 2022.

Daily rate histogram for Apache in England

Apache
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Apache in England

Apache
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Apache in England over the 6 months to 25 May 2022.

Hourly rate histogram for Apache in England

Apache
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache within the England region over the 6 months to 25 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
London -82 379 £650 +8.33% 71
South East -23 67 £563 +16.58% 13
South West -26 36 £525 +16.67% 7
Midlands -49 20 £485 +7.78% 6
North of England -65 16 £425 -16.05% 19
East of England -33 15 £523 +12.37% 8
West Midlands -52 13 £475 +2.70% 2
Yorkshire -39 11 £425 -23.42% 5
East Midlands -19 6 £500 +16.28% 4
North West -59 5 £313 -36.87% 12
Apache
UK

For the 6 months to 25 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 England region with a requirement for Apache.

1 275 (46.69%) Java
2 270 (45.84%) Python
3 229 (38.88%) Agile
4 204 (34.63%) Apache Spark
5 201 (34.13%) Linux
6 192 (32.60%) Azure
7 189 (32.09%) AWS
8 170 (28.86%) SQL
9 151 (25.64%) Kafka
10 149 (25.30%) Software Engineering
11 147 (24.96%) DevOps
12 130 (22.07%) Big Data
13 129 (21.90%) Finance
14 126 (21.39%) Kubernetes
15 123 (20.88%) Docker
16 115 (19.52%) CI/CD
17 101 (17.15%) Git (software)
18 99 (16.81%) GCP
18 99 (16.81%) Social Skills
19 98 (16.64%) Scala
20 94 (15.96%) Analytics
21 92 (15.62%) Apache Airflow
22 88 (14.94%) Security Cleared
22 88 (14.94%) JavaScript
23 84 (14.26%) Hadoop
24 81 (13.75%) Tomcat
25 78 (13.24%) Jenkins
26 77 (13.07%) PostgreSQL
27 76 (12.90%) Oracle
27 76 (12.90%) Microservices

Apache
Co-occurring IT Skills in England 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
1 204 (34.63%) Apache Spark
2 92 (15.62%) Apache Airflow
3 81 (13.75%) Tomcat
4 48 (8.15%) WebSphere
5 46 (7.81%) nginx
6 37 (6.28%) IIS
7 22 (3.74%) JBoss
8 20 (3.40%) Elasticsearch
8 20 (3.40%) WebSphere Application Server
9 19 (3.23%) Apache Solr
10 17 (2.89%) Confluence
11 13 (2.21%) WebLogic
12 11 (1.87%) Adobe Experience Manager
13 9 (1.53%) OpenStack
13 9 (1.53%) WebSphere Process Server
14 8 (1.36%) Oracle Coherence
15 7 (1.19%) Apache Pulsar
15 7 (1.19%) Drupal
15 7 (1.19%) Red Hat Fuse
15 7 (1.19%) WordPress
Applications
1 9 (1.53%) Microsoft Excel
2 6 (1.02%) MS Visio
3 5 (0.85%) Spreadsheet
4 4 (0.68%) Microsoft Office
5 3 (0.51%) Microsoft PowerPoint
6 1 (0.17%) Microsoft Project
Business Applications
1 7 (1.19%) Magento
2 3 (0.51%) SAP Hybris
3 2 (0.34%) SAP Oil and Gas
3 2 (0.34%) WebTrends
4 1 (0.17%) Dynamics CRM
4 1 (0.17%) Oracle Cash Management
4 1 (0.17%) Oracle ERP
4 1 (0.17%) Shopify
Cloud Services
1 192 (32.60%) Azure
2 189 (32.09%) AWS
3 99 (16.81%) GCP
4 54 (9.17%) Serverless
5 33 (5.60%) GitHub
5 33 (5.60%) PaaS
6 31 (5.26%) OpenShift
7 28 (4.75%) Power Platform
8 26 (4.41%) AWS Lambda
9 25 (4.24%) Datadog
10 22 (3.74%) Amazon S3
11 20 (3.40%) SaaS
12 17 (2.89%) Amazon EMR
13 15 (2.55%) Azure Storage
13 15 (2.55%) IaaS
14 14 (2.38%) Azure Monitor
15 11 (1.87%) Amazon Kinesis
16 10 (1.70%) Azure Active Directory
17 9 (1.53%) Amazon EC2
17 9 (1.53%) Azure Cosmos DB
Communications & Networking
1 31 (5.26%) DNS
2 29 (4.92%) HTTP
3 27 (4.58%) SSL
4 20 (3.40%) Firewall
5 18 (3.06%) Internet
6 13 (2.21%) Kerberos
6 13 (2.21%) WAN
7 12 (2.04%) TCP/IP
8 8 (1.36%) SAN
9 7 (1.19%) Intrusion Detection
9 7 (1.19%) VLAN
10 6 (1.02%) SMTP
11 5 (0.85%) FTP
12 4 (0.68%) DHCP
12 4 (0.68%) Intranet
13 3 (0.51%) iSCSI
13 3 (0.51%) LAN
13 3 (0.51%) NAS
13 3 (0.51%) Network Security
13 3 (0.51%) SNMP
Database & Business Intelligence
1 130 (22.07%) Big Data
2 84 (14.26%) Hadoop
3 77 (13.07%) PostgreSQL
4 71 (12.05%) NoSQL
5 65 (11.04%) MySQL
6 50 (8.49%) SQL Server
7 45 (7.64%) Data Warehouse
8 44 (7.47%) MongoDB
9 42 (7.13%) Apache Ignite
10 40 (6.79%) Flink
11 37 (6.28%) Apache Hive
12 31 (5.26%) Data Lake
12 31 (5.26%) HBase
13 30 (5.09%) Tableau
14 28 (4.75%) Redis
15 27 (4.58%) Power BI
16 25 (4.24%) Relational Database
17 21 (3.57%) Apache Cassandra
18 20 (3.40%) BigQuery
19 19 (3.23%) Delta Lake
Development Applications
1 101 (17.15%) Git (software)
2 78 (13.24%) Jenkins
3 53 (9.00%) GitLab
4 43 (7.30%) Maven
5 33 (5.60%) JIRA
6 27 (4.58%) Gradle
6 27 (4.58%) Sonatype Nexus
7 24 (4.07%) Bitbucket
8 14 (2.38%) Cucumber
9 13 (2.21%) Selenium
10 11 (1.87%) git-flow
10 11 (1.87%) JUnit
10 11 (1.87%) MLflow
11 10 (1.70%) ClearCase
11 10 (1.70%) SonarQube
11 10 (1.70%) TeamCity
12 9 (1.53%) ClearQuest
13 6 (1.02%) Grunt
13 6 (1.02%) webpack
14 5 (0.85%) Mockito
General
1 129 (21.90%) Finance
2 99 (16.81%) Social Skills
3 48 (8.15%) Analytical Skills
4 47 (7.98%) Banking
5 26 (4.41%) Investment Banking
6 23 (3.90%) Front Office
7 21 (3.57%) Public Sector
8 17 (2.89%) Financial Institution
9 12 (2.04%) Telecoms
10 10 (1.70%) Legal
11 9 (1.53%) Marketing
12 8 (1.36%) Documentation Skills
12 8 (1.36%) Presentation Skills
13 7 (1.19%) Law
14 6 (1.02%) Retail
15 3 (0.51%) Automotive
15 3 (0.51%) Publishing
16 2 (0.34%) Back Office
16 2 (0.34%) Manufacturing
16 2 (0.34%) Organisational Skills
Job Titles
1 177 (30.05%) Developer
2 118 (20.03%) Data Engineer
3 65 (11.04%) Software Engineer
4 56 (9.51%) Architect
5 50 (8.49%) Java Developer
6 39 (6.62%) Python Developer
7 38 (6.45%) Big Data Engineer
8 33 (5.60%) DevOps Engineer
9 28 (4.75%) AWS Engineer
10 24 (4.07%) Java Engineer
10 24 (4.07%) Python Engineer
11 22 (3.74%) Solutions Architect
12 21 (3.57%) Consultant
13 20 (3.40%) Azure Engineer
13 20 (3.40%) Data Architect
14 19 (3.23%) Developer/Software Engineer
15 15 (2.55%) Lead Software Engineer
15 15 (2.55%) Linux Engineer
16 14 (2.38%) Administrator
16 14 (2.38%) PHP Developer
Libraries, Frameworks & Software Standards
1 151 (25.64%) Kafka
2 70 (11.88%) Apache NiFi
3 56 (9.51%) Node.js
4 53 (9.00%) React
5 52 (8.83%) HTML
6 45 (7.64%) REST
7 44 (7.47%) Spring
8 42 (7.13%) CSS
9 41 (6.96%) Elastic Stack
10 36 (6.11%) Apache Beam
11 35 (5.94%) LAMP
12 34 (5.77%) Web Services
12 34 (5.77%) XML
13 33 (5.60%) Middleware
14 32 (5.43%) JSON
14 32 (5.43%) Spring Boot
15 31 (5.26%) WebSphere MQ
16 30 (5.09%) Django
16 30 (5.09%) PySpark
17 28 (4.75%) .NET
Miscellaneous
1 37 (6.28%) Public Cloud
2 24 (4.07%) Derivative
3 21 (3.57%) Data Centre
4 20 (3.40%) Mobile App
5 17 (2.89%) Algorithms
6 16 (2.72%) Cloud Native
6 16 (2.72%) Virtual Team
7 15 (2.55%) Foreign Exchange (FX)
8 14 (2.38%) iPad
8 14 (2.38%) Linux Command Line
9 13 (2.21%) Market Risk
9 13 (2.21%) Self-Motivation
9 13 (2.21%) User Experience
10 12 (2.04%) Credit Derivative
11 11 (1.87%) PKI
12 10 (1.70%) Data Structures
12 10 (1.70%) Enterprise Software
12 10 (1.70%) Replication
13 9 (1.53%) Greenfield Project
13 9 (1.53%) Hedge funds
Operating Systems
1 201 (34.13%) Linux
2 70 (11.88%) Windows
3 47 (7.98%) Unix
4 38 (6.45%) Red Hat Enterprise Linux
5 23 (3.90%) Windows Server
6 20 (3.40%) Ubuntu
7 19 (3.23%) CentOS
8 12 (2.04%) VMS
9 8 (1.36%) Debian
10 7 (1.19%) SUSE
11 3 (0.51%) Solaris
11 3 (0.51%) Windows Server 2016
12 2 (0.34%) Windows 10
12 2 (0.34%) Windows Server 2019
13 1 (0.17%) AIX
13 1 (0.17%) Apple iOS
13 1 (0.17%) Oracle Linux
13 1 (0.17%) Windows 7
13 1 (0.17%) Windows Server 2008
13 1 (0.17%) Windows Server 2012
Processes & Methodologies
1 229 (38.88%) Agile
2 149 (25.30%) Software Engineering
3 147 (24.96%) DevOps
4 115 (19.52%) CI/CD
5 94 (15.96%) Analytics
6 76 (12.90%) Microservices
7 75 (12.73%) ETL
8 69 (11.71%) Data Pipeline
9 68 (11.54%) Data Engineering
10 67 (11.38%) Problem-Solving
11 60 (10.19%) Continuous Integration
12 55 (9.34%) Data Modelling
13 52 (8.83%) Scrum
13 52 (8.83%) TDD
14 48 (8.15%) Migration
15 47 (7.98%) Full Stack Development
15 47 (7.98%) OO
15 47 (7.98%) Open Source
15 47 (7.98%) Test Automation
16 40 (6.79%) Cybersecurity
Programming Languages
1 275 (46.69%) Java
2 270 (45.84%) Python
3 170 (28.86%) SQL
4 98 (16.64%) Scala
5 88 (14.94%) JavaScript
6 57 (9.68%) PHP
7 39 (6.62%) Bash
8 38 (6.45%) Shell Script
9 31 (5.26%) TypeScript
10 28 (4.75%) Ruby
11 27 (4.58%) C++
12 21 (3.57%) Perl
13 18 (3.06%) C
14 17 (2.89%) PowerShell
15 16 (2.72%) C#
16 15 (2.55%) R
17 14 (2.38%) Go
18 12 (2.04%) Groovy
19 9 (1.53%) PL/SQL
20 3 (0.51%) T-SQL
Qualifications
1 88 (14.94%) Security Cleared
2 75 (12.73%) SC Cleared
3 39 (6.62%) DV Cleared
4 23 (3.90%) Degree
5 10 (1.70%) Computer Science Degree
6 9 (1.53%) PhD
7 4 (0.68%) CCA
7 4 (0.68%) Master's Degree
8 3 (0.51%) AWS Certification
8 3 (0.51%) Numerate Degree
9 2 (0.34%) BPSS Clearance
10 1 (0.17%) CCIE
10 1 (0.17%) CCIE Routing and Switching
10 1 (0.17%) Cisco Certification
10 1 (0.17%) ITIL Foundation Certificate
10 1 (0.17%) Postgraduate
10 1 (0.17%) RHCE
10 1 (0.17%) RHCSA
Quality Assurance & Compliance
1 28 (4.75%) QA
2 15 (2.55%) Data Quality
3 9 (1.53%) GDPR
4 7 (1.19%) SLA
5 4 (0.68%) NIST
6 3 (0.51%) ISO/IEC 27001
6 3 (0.51%) OASIS TOSCA
7 2 (0.34%) Accessibility
8 1 (0.17%) NCSC
8 1 (0.17%) PCI DSS
System Software
1 123 (20.88%) Docker
2 35 (5.94%) HDFS
3 25 (4.24%) Active Directory
4 12 (2.04%) Virtual Machines
5 11 (1.87%) VMware Infrastructure
6 9 (1.53%) Varnish
7 8 (1.36%) Apache ZooKeeper
8 6 (1.02%) NFS
9 3 (0.51%) Apache Flume
9 3 (0.51%) GridGain
9 3 (0.51%) Postfix
10 2 (0.34%) Oracle RAC
10 2 (0.34%) Shibboleth
10 2 (0.34%) Veritas Volume Manager
10 2 (0.34%) VMware ESXi
11 1 (0.17%) FreeRADIUS
11 1 (0.17%) iptables
11 1 (0.17%) Samba
11 1 (0.17%) VirtualBox
11 1 (0.17%) vSphere
Systems Management
1 126 (21.39%) Kubernetes
2 73 (12.39%) Terraform
3 66 (11.21%) Ansible
4 38 (6.45%) Puppet
5 20 (3.40%) Consul
6 18 (3.06%) Opscode Chef
7 17 (2.89%) Nagios
8 16 (2.72%) Prometheus
9 12 (2.04%) Grafana
9 12 (2.04%) logstash
9 12 (2.04%) Packer
10 11 (1.87%) Hadoop YARN
10 11 (1.87%) Icinga
10 11 (1.87%) Kibana
10 11 (1.87%) Kubeflow
11 10 (1.70%) Tivoli
12 9 (1.53%) Single Sign-On
12 9 (1.53%) Tivoli Monitoring
13 7 (1.19%) Control-M
13 7 (1.19%) Oozie
Vendors
1 76 (12.90%) Oracle
2 73 (12.39%) Databricks
3 60 (10.19%) Microsoft
4 53 (9.00%) Google
4 53 (9.00%) Red Hat
5 26 (4.41%) IBM
6 25 (4.24%) Cloudera
7 20 (3.40%) SAP
8 18 (3.06%) VMware
9 15 (2.55%) F5
9 15 (2.55%) Zend
10 13 (2.21%) Adobe
11 10 (1.70%) Alteryx
11 10 (1.70%) Hortonworks
12 9 (1.53%) Confluent
12 9 (1.53%) Informatica
12 9 (1.53%) NetApp
13 8 (1.36%) AppDynamics
14 6 (1.02%) SolarWinds
15 5 (0.85%) ServiceNow