Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Apache skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache over the 6 months to 14 December 2018 with a comparison to the same period in the previous 2 years.

Apache HTTP Server (httpd)
England > North West
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 184 160 199
Rank change year-on-year -24 +39 -5
Permanent jobs citing Apache 179 251 183
As % of all permanent IT jobs advertised in the North West 1.59% 1.91% 1.47%
As % of the Application Platforms category 10.78% 11.52% 8.01%
Number of salaries quoted 135 189 149
North West median annual salary £52,500 £42,500 £36,000
Median salary % change year-on-year +23.53% +18.06% -4.00%
10th Percentile £31,450 £27,500 £25,000
90th Percentile £91,250 £68,000 £55,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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

All Application Platform Skills
North West
Permanent vacancies with a requirement for application platform skills 1,661 2,178 2,286
As % of all permanent IT jobs advertised in the North West 14.72% 16.56% 18.34%
Number of salaries quoted 1,364 1,775 1,943
North West median annual salary £42,500 £42,000 £38,000
Median salary % change year-on-year +1.19% +10.53% +1.33%
10th Percentile £23,500 £23,500 £23,750
90th Percentile £76,250 £65,000 £58,750
England median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

Apache
Job Vacancy Trend in the North West

Job postings citing Apache as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Apache in the North West

Apache
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache in the North West.

Salary trend for Apache in the North West

Apache
Salary Histogram in the North West

The salary distribution of IT jobs citing Apache in the North West over the 6 months to 14 December 2018.

Salary histogram for Apache in the North West

Apache
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache within the North West region over the 6 months to 14 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +14 161 £55,000 +37.50% 34
Cheshire -21 10 £43,000 -14.00% 1
Lancashire +3 5 £40,000 +3.23% 4
Merseyside -23 3 £42,500 - 2
Apache
England

For the 6 months to 14 December 2018, IT 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 permanent job ads across the North West region with a requirement for Apache.

1 107 (59.78%) Java
2 105 (58.66%) Agile Software Development
3 90 (50.28%) Python
4 89 (49.72%) DevOps
5 86 (48.04%) Linux
6 70 (39.11%) Amazon AWS
7 65 (36.31%) JIRA
8 62 (34.64%) Open Source
9 61 (34.08%) Kafka
10 58 (32.40%) Hadoop
10 58 (32.40%) TDD
11 57 (31.84%) Web Services
11 57 (31.84%) Big Data
12 54 (30.17%) Apache Spark
12 54 (30.17%) MySQL
13 51 (28.49%) Spring
13 51 (28.49%) Degree
13 51 (28.49%) MongoDB
14 48 (26.82%) PHP
15 46 (25.70%) Tomcat
15 46 (25.70%) Change Management
15 46 (25.70%) NoSQL
15 46 (25.70%) Scala
16 44 (24.58%) Configuration Management
17 43 (24.02%) Data Modelling
17 43 (24.02%) JavaScript
17 43 (24.02%) Computer Science
17 43 (24.02%) Cloud Computing
18 41 (22.91%) LAMP
18 41 (22.91%) Computer Science Degree

Apache
Co-occurring IT Skills in the North West 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 54 (30.17%) Apache Spark
2 46 (25.70%) Tomcat
3 24 (13.41%) Confluence
4 17 (9.50%) IIS
5 15 (8.38%) nginx
6 11 (6.15%) WebLogic
7 8 (4.47%) Elasticsearch
8 5 (2.79%) JBoss
9 3 (1.68%) CloudStack
9 3 (1.68%) OpenStack
10 2 (1.12%) CMS
10 2 (1.12%) MS Exchange
10 2 (1.12%) SharePoint
11 1 (0.56%) Apache Solr
11 1 (0.56%) Drupal
11 1 (0.56%) WordPress
Applications
1 2 (1.12%) Microsoft Office
1 2 (1.12%) Microsoft PowerPoint
1 2 (1.12%) MS Visio
Business Applications
1 9 (5.03%) Magento
2 2 (1.12%) SAP HR
3 1 (0.56%) Payment Gateway
Cloud Services
1 70 (39.11%) Amazon AWS
2 43 (24.02%) Cloud Computing
3 40 (22.35%) Amazon EC2
4 39 (21.79%) Amazon EMR
5 20 (11.17%) Microsoft Azure
6 12 (6.70%) Google Cloud Platform
7 3 (1.68%) IaaS
8 1 (0.56%) Amazon SQS
8 1 (0.56%) Azure Active Directory
8 1 (0.56%) GitHub
8 1 (0.56%) SaaS
Communications & Networking
1 27 (15.08%) Internet
2 18 (10.06%) HTTP
3 13 (7.26%) TCP/IP
4 12 (6.70%) DNS
4 12 (6.70%) LAN
4 12 (6.70%) WAN
5 11 (6.15%) Firewall
6 9 (5.03%) SMTP
6 9 (5.03%) SSL
7 8 (4.47%) BGP
7 8 (4.47%) VLAN
8 7 (3.91%) BIG-IP
8 7 (3.91%) Cisco IOS
8 7 (3.91%) DMVPN
8 7 (3.91%) NX-OS
8 7 (3.91%) OSPF
8 7 (3.91%) Wi-Fi
9 6 (3.35%) Network Security
10 5 (2.79%) SAN
11 4 (2.23%) DHCP
Database & Business Intelligence
1 58 (32.40%) Hadoop
2 57 (31.84%) Big Data
3 54 (30.17%) MySQL
4 51 (28.49%) MongoDB
5 46 (25.70%) NoSQL
6 40 (22.35%) Flink
7 39 (21.79%) Amazon Athena
7 39 (21.79%) Amazon Redshift
8 16 (8.94%) PostgreSQL
9 11 (6.15%) Apache Hive
9 11 (6.15%) Relational Database
10 7 (3.91%) SQL Server
11 4 (2.23%) Apache Cassandra
12 2 (1.12%) CouchDB
12 2 (1.12%) Neo4j
12 2 (1.12%) Redis
12 2 (1.12%) Riak
12 2 (1.12%) SQL Server 2012
12 2 (1.12%) SQL Server Reporting Services
13 1 (0.56%) SQLite
Development Applications
1 65 (36.31%) JIRA
2 30 (16.76%) Jenkins
3 27 (15.08%) Git (software)
4 21 (11.73%) Atlassian Bamboo
5 19 (10.61%) Bitbucket
5 19 (10.61%) EasyMock
6 17 (9.50%) JUnit
7 8 (4.47%) Sonatype Nexus
8 6 (3.35%) JMeter
8 6 (3.35%) Selenium
8 6 (3.35%) SoapUI
9 5 (2.79%) Visual Studio
10 4 (2.23%) Subversion
11 1 (0.56%) PHPUnit
11 1 (0.56%) TeamCity
11 1 (0.56%) Travis CI
11 1 (0.56%) Vagrant
General
1 10 (5.59%) Advertising
2 7 (3.91%) Retail
3 6 (3.35%) Law
3 6 (3.35%) Legal
4 4 (2.23%) Banking
4 4 (2.23%) Finance
5 3 (1.68%) Manufacturing
6 2 (1.12%) Investment Banking
6 2 (1.12%) Marketing
Job Titles
1 63 (35.20%) Developer
2 25 (13.97%) Architect
3 24 (13.41%) Data Engineer
3 24 (13.41%) Java Engineer
4 23 (12.85%) DevOps Engineer
5 22 (12.29%) Senior Data Engineer
6 20 (11.17%) Big Data Engineer
7 19 (10.61%) Java Developer
8 18 (10.06%) Linux Engineer
9 17 (9.50%) Data Architect
9 17 (9.50%) Senior Architect
9 17 (9.50%) Senior Data Architect
9 17 (9.50%) Senior Developer
10 14 (7.82%) Software Engineer
11 13 (7.26%) Development Engineer
12 12 (6.70%) Software Developer
13 11 (6.15%) Front End Developer (Client-Side Developer)
13 11 (6.15%) Perl Developer
13 11 (6.15%) PHP Developer
13 11 (6.15%) Systems Engineer
Libraries, Frameworks & Software Standards
1 61 (34.08%) Kafka
2 57 (31.84%) Web Services
3 51 (28.49%) Spring
4 41 (22.91%) LAMP
5 39 (21.79%) Spark Streaming
6 34 (18.99%) HTML
7 32 (17.88%) Java EE
8 31 (17.32%) CSS
9 24 (13.41%) XML
10 20 (11.17%) JSON
11 17 (9.50%) Hibernate
11 17 (9.50%) Node.js
12 16 (8.94%) AngularJS
13 15 (8.38%) EJB
13 15 (8.38%) HTML5
13 15 (8.38%) JSF
13 15 (8.38%) SOAP
14 14 (7.82%) Ajax
15 11 (6.15%) LAPP Stack
15 11 (6.15%) REST
Miscellaneous
1 18 (10.06%) Internet of Things
2 15 (8.38%) Wiki
3 5 (2.79%) Security Operations Centre
4 4 (2.23%) Data Centre
4 4 (2.23%) Greenfield Project
4 4 (2.23%) PKI
5 3 (1.68%) Mobile App
6 2 (1.12%) Analytical Skills
6 2 (1.12%) Clustering
6 2 (1.12%) Enterprise Software
6 2 (1.12%) Replication
6 2 (1.12%) Self-Motivation
6 2 (1.12%) Social Media
6 2 (1.12%) User Experience
7 1 (0.56%) Cloud Native
7 1 (0.56%) EPoS
7 1 (0.56%) Hybrid Cloud
7 1 (0.56%) Infotainment
7 1 (0.56%) N-Tier
Operating Systems
1 86 (48.04%) Linux
2 31 (17.32%) CentOS
3 26 (14.53%) Red Hat Enterprise Linux
4 21 (11.73%) Windows
5 14 (7.82%) Unix
6 9 (5.03%) Windows Server
7 6 (3.35%) Ubuntu
8 4 (2.23%) Windows Server 2008
9 3 (1.68%) Debian
9 3 (1.68%) FreeBSD
9 3 (1.68%) OpenBSD
9 3 (1.68%) Solaris
9 3 (1.68%) Windows Server 2012
10 2 (1.12%) Android
10 2 (1.12%) Apple iOS
10 2 (1.12%) SUSE
11 1 (0.56%) Windows Server 2003
Processes & Methodologies
1 105 (58.66%) Agile Software Development
2 89 (49.72%) DevOps
3 62 (34.64%) Open Source
4 58 (32.40%) TDD
5 46 (25.70%) Change Management
6 44 (24.58%) Configuration Management
7 43 (24.02%) Computer Science
7 43 (24.02%) Data Modelling
8 40 (22.35%) Data Engineering
9 39 (21.79%) Mathematics
10 38 (21.23%) Data Ingestion
11 34 (18.99%) Scrum
12 32 (17.88%) Software Engineering
13 29 (16.20%) Cybersecurity
14 28 (15.64%) Mentoring
15 25 (13.97%) OO
16 22 (12.29%) Front End Development
17 21 (11.73%) E-Commerce
17 21 (11.73%) Logistics
17 21 (11.73%) Web Development
Programming Languages
1 107 (59.78%) Java
2 90 (50.28%) Python
3 48 (26.82%) PHP
4 46 (25.70%) Scala
5 43 (24.02%) JavaScript
6 40 (22.35%) C++
7 29 (16.20%) Perl
8 18 (10.06%) Ruby
9 12 (6.70%) Bash Shell
10 9 (5.03%) C
10 9 (5.03%) SQL
11 5 (2.79%) C#
11 5 (2.79%) Groovy
11 5 (2.79%) PowerShell
12 3 (1.68%) T-SQL
13 2 (1.12%) PHP 7
13 2 (1.12%) Shell Script
14 1 (0.56%) Go
14 1 (0.56%) Java 8
14 1 (0.56%) Rust
Qualifications
1 51 (28.49%) Degree
2 41 (22.91%) Computer Science Degree
3 39 (21.79%) Numerate Degree
4 7 (3.91%) CCIE
4 7 (3.91%) CCNA
4 7 (3.91%) CCNP
4 7 (3.91%) Cisco Certification
5 6 (3.35%) Security Cleared
6 3 (1.68%) DV Cleared
7 2 (1.12%) CEH
7 2 (1.12%) CISA
7 2 (1.12%) CISM
7 2 (1.12%) CISSP
7 2 (1.12%) SC Cleared
8 1 (0.56%) PMP
Quality Assurance & Compliance
1 9 (5.03%) GDPR
2 8 (4.47%) QA
3 7 (3.91%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 7 (3.91%) Sarbanes-Oxley
4 3 (1.68%) SLA
System Software
1 26 (14.53%) Docker
2 9 (5.03%) VMware Infrastructure
3 6 (3.35%) Active Directory
4 5 (2.79%) Hyper-V
5 4 (2.23%) KVM
5 4 (2.23%) VMware ESXi
6 2 (1.12%) Ceph
6 2 (1.12%) Corosync
6 2 (1.12%) DRBD
6 2 (1.12%) iptables
6 2 (1.12%) ProxySG
6 2 (1.12%) Virtual Servers
7 1 (0.56%) Varnish
Systems Management
1 9 (5.03%) Ansible
2 5 (2.79%) Nagios
2 5 (2.79%) Opscode Chef
2 5 (2.79%) Puppet
3 4 (2.23%) Cacti
3 4 (2.23%) Kubernetes
3 4 (2.23%) Munin
4 3 (1.68%) Grafana
5 2 (1.12%) Pacemaker
5 2 (1.12%) Single Sign-On
5 2 (1.12%) Terraform
6 1 (0.56%) Graphite
6 1 (0.56%) HAProxy
6 1 (0.56%) Salt
Vendors
1 39 (21.79%) CA Agile Central
2 32 (17.88%) Red Hat
3 18 (10.06%) Oracle
4 15 (8.38%) Microsoft
5 14 (7.82%) VMware
6 13 (7.26%) Cisco
7 12 (6.70%) Google
8 9 (5.03%) CheckPoint
8 9 (5.03%) F5
8 9 (5.03%) Meraki
9 5 (2.79%) Zend
10 4 (2.23%) SolarWinds
11 3 (1.68%) Percona
12 2 (1.12%) Blue Coat
12 2 (1.12%) Dynatrace
12 2 (1.12%) Ping Identity
12 2 (1.12%) SAP
13 1 (0.56%) Atlassian
13 1 (0.56%) Sun
13 1 (0.56%) Twitter