Period
to 16 December 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 16 December 2018 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 > Yorkshire
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 147 166 150
Rank change year-on-year +19 -16 -29
Contract jobs citing Apache 53 22 58
As % of all contract IT jobs advertised in Yorkshire 1.07% 0.50% 1.10%
As % of the Application Platforms category 6.93% 3.06% 6.31%
Number of daily rates quoted 37 17 40
Yorkshire median daily rate £450 £475 £473
Median daily rate % change year-on-year -5.26% +0.53% +5.00%
10th Percentile £363 £324 £340
90th Percentile £648 £575 £550
England median daily rate £513 £488 £450
% change year-on-year +5.13% +8.33% +5.88%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £44.58 £29.88 £28.00
% change year-on-year +49.21% +6.70% -34.50%

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 Yorkshire with a requirement for application platform skills.

All Application Platform Skills
Yorkshire
Contract vacancies with a requirement for application platform skills 765 719 919
As % of all contract IT jobs advertised in Yorkshire 15.46% 16.24% 17.44%
Number of daily rates quoted 478 463 540
Yorkshire median daily rate £425 £400 £425
Median daily rate % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £263 £219 £263
90th Percentile £579 £575 £566
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 36 29 25
Yorkshire median hourly rate £15.38 £16.00 £21.50
Median hourly rate % change year-on-year -3.91% -25.58% +43.33%
10th Percentile £9.71 £10.50 £12.85
90th Percentile £28.25 £24.70 £31.20
England median hourly rate £21.38 £20.00 £20.00
% change year-on-year +6.88% - +7.07%

Apache
Job Vacancy Trend in Yorkshire

Job postings citing Apache as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Apache in Yorkshire

Apache
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache in Yorkshire.

Contractor daily rate trend for Apache in Yorkshire

Apache
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Apache in Yorkshire over the 6 months to 16 December 2018.

Contractor daily rate histogram for Apache in Yorkshire

Apache
Contractor Hourly Rate Trend in Yorkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Apache in Yorkshire.

Contractor hourly rate trend for Apache in Yorkshire

Apache
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache within the Yorkshire region over the 6 months to 16 December 2018. 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
West Yorkshire +6 40 £500 +5.26% 10
South Yorkshire - 10 £450 - 6
North Yorkshire - 1 £425 - 3
Apache
England

For the 6 months to 16 December 2018, 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 Yorkshire region with a requirement for Apache.

1 30 (56.60%) Python
2 28 (52.83%) Java
2 28 (52.83%) SQL
3 27 (50.94%) Apache Spark
4 26 (49.06%) Jenkins
4 26 (49.06%) Agile Software Development
4 26 (49.06%) Git (software)
5 25 (47.17%) nginx
6 23 (43.40%) Hadoop
7 22 (41.51%) Continuous Integration
7 22 (41.51%) TDD
7 22 (41.51%) NoSQL
8 21 (39.62%) Ansible
9 20 (37.74%) RabbitMQ
9 20 (37.74%) MongoDB
9 20 (37.74%) Subversion
10 19 (35.85%) Mercurial
10 19 (35.85%) Redis
11 18 (33.96%) Apache Cassandra
11 18 (33.96%) DevOps
12 17 (32.08%) Elasticsearch
12 17 (32.08%) Riak
12 17 (32.08%) CouchDB
12 17 (32.08%) GIS
13 15 (28.30%) Software Engineering
13 15 (28.30%) Puppet
14 14 (26.42%) PostgreSQL
15 13 (24.53%) Linux
15 13 (24.53%) Amazon AWS
15 13 (24.53%) Big Data

Apache
Co-occurring IT Skills in Yorkshire 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 27 (50.94%) Apache Spark
2 25 (47.17%) nginx
3 17 (32.08%) Elasticsearch
4 11 (20.75%) Tomcat
5 4 (7.55%) Confluence
5 4 (7.55%) IIS
5 4 (7.55%) Jetty
5 4 (7.55%) Mongrel
5 4 (7.55%) WebSphere
6 1 (1.89%) JBoss
6 1 (1.89%) SAS
6 1 (1.89%) WebLogic
Applications
1 2 (3.77%) Microsoft Excel
1 2 (3.77%) Microsoft Office
1 2 (3.77%) MS Visio
Business Applications
1 1 (1.89%) Distributed Ledger
Cloud Services
1 13 (24.53%) Amazon AWS
2 5 (9.43%) Amazon EC2
2 5 (9.43%) Google Cloud Platform
3 4 (7.55%) Google App Engine
4 3 (5.66%) Amazon S3
4 3 (5.66%) Cloud Computing
4 3 (5.66%) Slack
5 2 (3.77%) Microsoft Azure
5 2 (3.77%) Route 53
6 1 (1.89%) AWS CloudFormation
6 1 (1.89%) GitHub
6 1 (1.89%) IaaS
6 1 (1.89%) PaaS
6 1 (1.89%) SaaS
6 1 (1.89%) Virtual Private Cloud
Communications & Networking
1 6 (11.32%) TCP/IP
2 5 (9.43%) DNS
2 5 (9.43%) HTTP
2 5 (9.43%) SSL
3 4 (7.55%) DHCP
3 4 (7.55%) FTP
3 4 (7.55%) IPsec
4 1 (1.89%) OpenLDAP
Database & Business Intelligence
1 23 (43.40%) Hadoop
2 22 (41.51%) NoSQL
3 20 (37.74%) MongoDB
4 19 (35.85%) Redis
5 18 (33.96%) Apache Cassandra
6 17 (32.08%) CouchDB
6 17 (32.08%) GIS
6 17 (32.08%) Riak
7 14 (26.42%) PostgreSQL
8 13 (24.53%) Big Data
9 8 (15.09%) Apache Hive
10 5 (9.43%) HBase
11 4 (7.55%) MySQL
12 2 (3.77%) SQL Server Integration Services
13 1 (1.89%) Amazon RDS
13 1 (1.89%) Blockchain
13 1 (1.89%) Data Warehouse
13 1 (1.89%) RDBMS
13 1 (1.89%) Relational Database
13 1 (1.89%) SQL Server
Development Applications
1 26 (49.06%) Git (software)
1 26 (49.06%) Jenkins
2 20 (37.74%) Subversion
3 19 (35.85%) Mercurial
4 5 (9.43%) JIRA
5 4 (7.55%) Travis CI
6 3 (5.66%) Artifactory
6 3 (5.66%) Cucumber
6 3 (5.66%) Selenium
7 2 (3.77%) JUnit
7 2 (3.77%) Maven
7 2 (3.77%) SonarQube
8 1 (1.89%) Eclipse
8 1 (1.89%) IntelliJ
8 1 (1.89%) Jasmine
8 1 (1.89%) Sonatype Nexus
General
1 2 (3.77%) Finance
1 2 (3.77%) Retail
Job Titles
1 26 (49.06%) Developer
2 10 (18.87%) Python Developer
3 9 (16.98%) DevOps Engineer
4 8 (15.09%) Software Engineer
5 6 (11.32%) Java Developer
6 5 (9.43%) AWS Developer
7 4 (7.55%) Big Data Engineer
7 4 (7.55%) Data Engineer
8 3 (5.66%) Python Engineer
8 3 (5.66%) Scala Developer
9 2 (3.77%) Administrator
9 2 (3.77%) AWS Engineer
9 2 (3.77%) Linux Administrator
9 2 (3.77%) Linux Engineer
9 2 (3.77%) PHP Developer
10 1 (1.89%) .NET Developer
10 1 (1.89%) Analyst
10 1 (1.89%) Business Intelligence Developer
10 1 (1.89%) Lead Software Engineer
10 1 (1.89%) SQL Developer
Libraries, Frameworks & Software Standards
1 20 (37.74%) RabbitMQ
2 9 (16.98%) .NET
3 8 (15.09%) Kafka
3 8 (15.09%) Spring
4 7 (13.21%) HTML
4 7 (13.21%) Node.js
5 6 (11.32%) Spring Boot
6 5 (9.43%) CSS
6 5 (9.43%) J2EE
7 4 (7.55%) REST
7 4 (7.55%) Servlets
7 4 (7.55%) Web Services
8 3 (5.66%) ActiveMQ
8 3 (5.66%) AngularJS
8 3 (5.66%) HTML5
8 3 (5.66%) JSON
8 3 (5.66%) XML
9 2 (3.77%) Ember.js
9 2 (3.77%) LAPP Stack
9 2 (3.77%) React
Miscellaneous
1 2 (3.77%) NHS
2 1 (1.89%) Algorithms
2 1 (1.89%) Clustering
2 1 (1.89%) Data Structures
2 1 (1.89%) Greenfield Project
2 1 (1.89%) Hybrid Cloud
2 1 (1.89%) Management Information System
2 1 (1.89%) Public Cloud
2 1 (1.89%) Replication
2 1 (1.89%) User Experience
Operating Systems
1 13 (24.53%) Linux
2 4 (7.55%) Red Hat Enterprise Linux
2 4 (7.55%) Unix
3 3 (5.66%) Windows
4 2 (3.77%) AIX
4 2 (3.77%) CentOS
5 1 (1.89%) Amazon Linux
5 1 (1.89%) Windows Server 2012
Processes & Methodologies
1 26 (49.06%) Agile Software Development
2 22 (41.51%) Continuous Integration
2 22 (41.51%) TDD
3 18 (33.96%) DevOps
4 15 (28.30%) Software Engineering
5 10 (18.87%) Microservices
5 10 (18.87%) Open Source
6 8 (15.09%) Configuration Management
7 7 (13.21%) OO
7 7 (13.21%) Pair Programming
8 5 (9.43%) BDD
8 5 (9.43%) Functional Programming
8 5 (9.43%) OOP
9 3 (5.66%) Business Intelligence
9 3 (5.66%) Coaching
9 3 (5.66%) Mentoring
9 3 (5.66%) Performance Tuning
9 3 (5.66%) Server Hardening
9 3 (5.66%) Technical Leadership
9 3 (5.66%) Test Automation
Programming Languages
1 30 (56.60%) Python
2 28 (52.83%) Java
2 28 (52.83%) SQL
3 9 (16.98%) C#
4 8 (15.09%) JavaScript
4 8 (15.09%) Scala
5 6 (11.32%) PHP
6 5 (9.43%) Bash Shell
6 5 (9.43%) C++
6 5 (9.43%) Java 8
6 5 (9.43%) Shell Script
7 4 (7.55%) Ruby
8 3 (5.66%) Korn
9 2 (3.77%) Perl
9 2 (3.77%) R
10 1 (1.89%) Go
10 1 (1.89%) Kotlin
10 1 (1.89%) PHP 7
10 1 (1.89%) TypeScript
10 1 (1.89%) VB.NET
Qualifications
1 8 (15.09%) BPSS Clearance
2 4 (7.55%) SC Cleared
2 4 (7.55%) Security Cleared
3 2 (3.77%) IBM AIX Certification
4 1 (1.89%) Computer Science Degree
4 1 (1.89%) Degree
Quality Assurance & Compliance
1 1 (1.89%) PMO
System Software
1 7 (13.21%) VMware Infrastructure
2 4 (7.55%) Docker
2 4 (7.55%) Xen
3 3 (5.66%) Hyper-V
4 1 (1.89%) Active Directory
4 1 (1.89%) HDFS
Systems Management
1 21 (39.62%) Ansible
2 15 (28.30%) Puppet
3 5 (9.43%) Terraform
4 4 (7.55%) Grafana
5 3 (5.66%) Graylog
6 2 (3.77%) Kubernetes
6 2 (3.77%) Opscode Chef
7 1 (1.89%) Kibana
7 1 (1.89%) Mesos
7 1 (1.89%) Packer
7 1 (1.89%) SCCM
Vendors
1 7 (13.21%) VMware
2 5 (9.43%) Google
2 5 (9.43%) MapR
2 5 (9.43%) Red Hat
3 4 (7.55%) Microsoft
4 3 (5.66%) Oracle
5 2 (3.77%) Databricks
6 1 (1.89%) CA Agile Central
6 1 (1.89%) EnterpriseDB
6 1 (1.89%) Splunk
6 1 (1.89%) webMethods