Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 April 2018

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of PagerDuty products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited PagerDuty over the 6 months to 20 April 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within PagerDuty, Inc.

PagerDuty
UK
6 months to
20 Apr 2018		 Same period 2017 Same period 2016
Rank 1171 1132 1281
Rank change year-on-year -39 +149 +30
Permanent jobs citing PagerDuty 32 39 7
As % of all permanent IT jobs advertised in the UK 0.018% 0.023% 0.003%
As % of the Vendors category 0.040% 0.051% 0.007%
Number of salaries quoted 30 26 7
UK median annual salary £90,000 £49,250 £42,500
Median salary % change year-on-year +82.74% +15.88% -22.73%
10th Percentile £59,500 £44,625 £30,950
90th Percentile £95,000 £118,750 £50,500
UK excluding London median annual salary £49,000 £47,500 £50,000
% change year-on-year +3.16% -5.00% -

PagerDuty is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 79,658 76,001 93,432
As % of all permanent IT jobs advertised in the UK 44.88% 44.05% 45.66%
Number of salaries quoted 62,816 61,228 76,391
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £42,000 £42,000
% change year-on-year +1.19% - +5.00%

PagerDuty
Job Vacancy Trend

Job postings citing PagerDuty as a percentage of all IT jobs advertised.

Job vacancy trend for PagerDuty in the UK

PagerDuty
Salary Trend

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

Salary trend for PagerDuty in the UK

PagerDuty
Salary Histogram

The salary distribution of IT jobs citing PagerDuty over the 6 months to 20 April 2018.

Salary histogram for PagerDuty in the UK

PagerDuty
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PagerDuty within the UK over the 6 months to 20 April 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
England -14 32 £90,000 +82.74% 7
London -23 31 £90,000 +82.74% 5
UK excluding London -17 1 £49,000 +3.16% 2
South West -18 1 £49,000 +3.16%

For the 6 months to 20 April 2018, IT jobs citing PagerDuty 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 with a requirement for PagerDuty.

1 30 (93.75%) DevOps
2 27 (84.38%) Linux
2 27 (84.38%) Python
2 27 (84.38%) Amazon AWS
3 25 (78.13%) PostgreSQL
4 22 (68.75%) Java
4 22 (68.75%) JavaScript
4 22 (68.75%) Elasticsearch
4 22 (68.75%) Docker
4 22 (68.75%) Kubernetes
4 22 (68.75%) Prometheus
5 21 (65.63%) VPN
6 20 (62.50%) Change Management
6 20 (62.50%) JMeter
6 20 (62.50%) Amazon ELB
6 20 (62.50%) Amazon EC2
6 20 (62.50%) Amazon S3
6 20 (62.50%) Test Automation
6 20 (62.50%) Elastic Stack
6 20 (62.50%) Gatling
6 20 (62.50%) CoreOS
7 19 (59.38%) AWS CloudFormation
7 19 (59.38%) Bash Shell
8 18 (56.25%) Stress Testing
8 18 (56.25%) Android
8 18 (56.25%) Apple iOS
8 18 (56.25%) R
8 18 (56.25%) Continuous Improvement
8 18 (56.25%) Continuous Delivery
9 8 (25.00%) Ansible

PagerDuty
Co-occurring IT Skills 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 22 (68.75%) Elasticsearch
2 1 (3.13%) Apache
2 1 (3.13%) Apache Spark
2 1 (3.13%) Confluence
2 1 (3.13%) JBoss
2 1 (3.13%) Tomcat
Applications
1 1 (3.13%) HipChat
Cloud Services
1 27 (84.38%) Amazon AWS
2 20 (62.50%) Amazon EC2
2 20 (62.50%) Amazon ELB
2 20 (62.50%) Amazon S3
3 19 (59.38%) AWS CloudFormation
4 7 (21.88%) SaaS
5 1 (3.13%) PaaS
5 1 (3.13%) Slack
Communications & Networking
1 21 (65.63%) VPN
2 4 (12.50%) DNS
2 4 (12.50%) Firewall
2 4 (12.50%) OpenVPN
2 4 (12.50%) OPNsense
3 1 (3.13%) Cisco ASA
3 1 (3.13%) Intrusion Detection
3 1 (3.13%) SSH
3 1 (3.13%) SSL
Database & Business Intelligence
1 25 (78.13%) PostgreSQL
2 3 (9.38%) Apache Cassandra
3 1 (3.13%) Apache Hive
3 1 (3.13%) Big Data
3 1 (3.13%) Flink
3 1 (3.13%) Infinispan
3 1 (3.13%) MySQL
3 1 (3.13%) NoSQL
Development Applications
1 20 (62.50%) Gatling
1 20 (62.50%) JMeter
2 7 (21.88%) Jenkins
3 6 (18.75%) Git (software)
4 2 (6.25%) CruiseControl
4 2 (6.25%) GoCD
4 2 (6.25%) JIRA
4 2 (6.25%) TeamCity
5 1 (3.13%) Artifactory
5 1 (3.13%) Cucumber
5 1 (3.13%) EasyMock
5 1 (3.13%) Gradle
5 1 (3.13%) jMock
5 1 (3.13%) JUnit
5 1 (3.13%) Maven
5 1 (3.13%) Mercurial
5 1 (3.13%) Selenium
General
1 1 (3.13%) Finance
Job Titles
1 25 (78.13%) DevOps Engineer
2 4 (12.50%) AWS DevOps
2 4 (12.50%) Linux Engineer
2 4 (12.50%) Linux/Unix DevOps
3 3 (9.38%) AWS DevOps Engineer
3 3 (9.38%) AWS Engineer
3 3 (9.38%) Linux DevOps Engineer
4 2 (6.25%) Analyst
4 2 (6.25%) Developer
4 2 (6.25%) DevOps Engineer - Fintech
4 2 (6.25%) Kubernetes Engineer
5 1 (3.13%) Administrator
5 1 (3.13%) Analyst Developer
5 1 (3.13%) Java Developer
5 1 (3.13%) Linux Administrator
5 1 (3.13%) Linux Systems Administrator
5 1 (3.13%) Platform Engineer
5 1 (3.13%) Systems Administrator
5 1 (3.13%) Systems Engineer
5 1 (3.13%) Windows Engineer
Libraries, Frameworks & Software Standards
1 20 (62.50%) Elastic Stack
2 5 (15.63%) LDAP
3 3 (9.38%) Kafka
3 3 (9.38%) Web Services
4 2 (6.25%) Ajax
4 2 (6.25%) CSS
4 2 (6.25%) HTML
4 2 (6.25%) REST
4 2 (6.25%) SOAP
4 2 (6.25%) XML
5 1 (3.13%) ActiveMQ
5 1 (3.13%) AngularJS
5 1 (3.13%) Grails
5 1 (3.13%) HornetQ
5 1 (3.13%) JSON
5 1 (3.13%) LAMP
5 1 (3.13%) Node.js
5 1 (3.13%) RESTful
5 1 (3.13%) Spring
5 1 (3.13%) XHTML
Miscellaneous
1 5 (15.63%) Linux Command Line
2 2 (6.25%) Fintech
2 2 (6.25%) Fixed Income
3 1 (3.13%) Analytical Skills
3 1 (3.13%) CMDB
3 1 (3.13%) Virtual Team
Operating Systems
1 27 (84.38%) Linux
2 20 (62.50%) CoreOS
3 18 (56.25%) Android
3 18 (56.25%) Apple iOS
4 7 (21.88%) Windows
5 4 (12.50%) Debian
5 4 (12.50%) FreeBSD
5 4 (12.50%) Ubuntu
6 1 (3.13%) Red Hat Enterprise Linux
6 1 (3.13%) Unix
6 1 (3.13%) Windows Server
Processes & Methodologies
1 30 (93.75%) DevOps
2 20 (62.50%) Change Management
2 20 (62.50%) Test Automation
3 18 (56.25%) Continuous Delivery
3 18 (56.25%) Continuous Improvement
3 18 (56.25%) Stress Testing
4 5 (15.63%) Analytics
5 4 (12.50%) Deep Learning
5 4 (12.50%) Open Source
5 4 (12.50%) Video Analytics
6 3 (9.38%) Agile Software Development
6 3 (9.38%) Continuous Integration
6 3 (9.38%) Data Science
6 3 (9.38%) Machine Learning
7 2 (6.25%) Configuration Management
7 2 (6.25%) ITIL
7 2 (6.25%) Project Management
7 2 (6.25%) Scrum
7 2 (6.25%) Software Engineering
7 2 (6.25%) Workflow
Programming Languages
1 27 (84.38%) Python
2 22 (68.75%) Java
2 22 (68.75%) JavaScript
3 19 (59.38%) Bash Shell
4 18 (56.25%) R
5 2 (6.25%) Groovy
5 2 (6.25%) SQL
6 1 (3.13%) Go
6 1 (3.13%) PHP
6 1 (3.13%) PowerShell
6 1 (3.13%) Ruby
6 1 (3.13%) Scala
Qualifications
1 1 (3.13%) CCNA
1 1 (3.13%) Cisco Certification
1 1 (3.13%) Degree
1 1 (3.13%) RHCE
1 1 (3.13%) RHCSA
Quality Assurance & Compliance
1 1 (3.13%) PCI DSS
System Software
1 22 (68.75%) Docker
2 5 (15.63%) KVM
3 4 (12.50%) NFS
3 4 (12.50%) pfSense
3 4 (12.50%) Samba
4 1 (3.13%) Active Directory
4 1 (3.13%) Apache ZooKeeper
4 1 (3.13%) Gluster
4 1 (3.13%) iptables
Systems Management
1 22 (68.75%) Kubernetes
1 22 (68.75%) Prometheus
2 8 (25.00%) Ansible
2 8 (25.00%) Puppet
3 7 (21.88%) Opscode Chef
4 5 (15.63%) Terraform
5 4 (12.50%) ZABBIX
6 2 (6.25%) Salt
7 1 (3.13%) Check_MK
7 1 (3.13%) collectd
7 1 (3.13%) Fluentd
7 1 (3.13%) Grafana
7 1 (3.13%) Graylog
7 1 (3.13%) Host Intrusion Detection System
7 1 (3.13%) Kibana
7 1 (3.13%) Nagios
7 1 (3.13%) Pingdom
7 1 (3.13%) StatsD
Vendors
1 2 (6.25%) ServiceNow
2 1 (3.13%) Atlassian
2 1 (3.13%) Cisco
2 1 (3.13%) Dell
2 1 (3.13%) Infobright
2 1 (3.13%) New Relic
2 1 (3.13%) Qualys
2 1 (3.13%) Splunk
2 1 (3.13%) xMatters