Period
to 24 May 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Packer skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Packer over the 6 months to 24 May 2019 with a comparison to the same period in the previous 2 years.

Hashicorp Packer
UK > England
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 757 843 969
Rank change year-on-year +86 +126 +199
Permanent jobs citing Packer 309 297 175
As % of all permanent IT jobs advertised in England 0.23% 0.18% 0.11%
As % of the Systems Management category 1.83% 1.84% 1.23%
Number of salaries quoted 240 246 120
England median annual salary £65,000 £65,000 £57,000
Median salary % change year-on-year - +14.04% -8.80%
10th Percentile £45,000 £42,125 £32,500
90th Percentile £90,000 £90,000 £82,500
UK median annual salary £65,000 £65,000 £57,000
% change year-on-year - +14.04% -8.80%

Packer is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,868 16,098 14,174
As % of all permanent IT jobs advertised in England 12.55% 9.97% 8.88%
Number of salaries quoted 13,076 12,883 11,541
England median annual salary £60,000 £55,000 £52,500
Median salary % change year-on-year +9.09% +4.76% +5.00%
10th Percentile £33,500 £32,000 £30,750
90th Percentile £90,000 £85,000 £81,250
UK median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Packer
Job Vacancy Trend in England

Job postings citing Packer as a percentage of all IT jobs advertised in England.

Job vacancy trend for Packer in England

Packer
Salary Trend in England

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

Salary trend for Packer in England

Packer
Salary Histogram in England

The salary distribution of IT jobs citing Packer in England over the 6 months to 24 May 2019.

Salary histogram for Packer in England

Packer
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Packer within the England region over the 6 months to 24 May 2019. 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
London +111 180 £75,000 +3.45% 8
South East +14 36 £55,000 -15.38%
North of England -20 29 £60,000 +14.29% 4
Midlands +38 24 £57,500 -11.54%
West Midlands +24 23 £57,500 -4.17%
South West +36 16 £57,500 +4.55% 1
North West -1 16 £60,000 +14.29%
East of England - 14 £55,000 - 1
Yorkshire -24 10 £50,000 -4.76% 4
North East +15 3 £53,500 -6.96%
East Midlands +35 1 £70,000 +7.69%
Packer
UK

For the 6 months to 24 May 2019, IT jobs citing Packer 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 England region with a requirement for Packer.

1 280 (90.61%) Amazon AWS
2 270 (87.38%) Terraform
3 269 (87.06%) DevOps
4 244 (78.96%) Linux
5 235 (76.05%) Docker
6 231 (74.76%) Ansible
7 230 (74.43%) Python
8 201 (65.05%) Puppet
9 182 (58.90%) Kubernetes
10 178 (57.61%) Agile Software Development
11 152 (49.19%) Jenkins
12 133 (43.04%) Microsoft Azure
13 131 (42.39%) Git (software)
14 128 (41.42%) Ruby
14 128 (41.42%) Elastic Stack
15 112 (36.25%) Windows
16 109 (35.28%) Continuous Integration
17 104 (33.66%) Java
18 102 (33.01%) Opscode Chef
19 100 (32.36%) Configuration Management
20 90 (29.13%) Consul
21 83 (26.86%) Infrastructure Automation
21 83 (26.86%) Atlassian Bamboo
22 81 (26.21%) Go
23 80 (25.89%) Google Cloud Platform
23 80 (25.89%) Docker Swarm
24 77 (24.92%) Infrastructure as Code
25 74 (23.95%) AWS CloudFormation
26 66 (21.36%) Open Source
27 61 (19.74%) Prometheus

Packer
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 49 (15.86%) Apache
2 45 (14.56%) Tomcat
3 34 (11.00%) nginx
4 31 (10.03%) Elasticsearch
5 15 (4.85%) Confluence
5 15 (4.85%) OpenStack
6 8 (2.59%) Cloud Foundry
6 8 (2.59%) CloudStack
7 6 (1.94%) BizTalk Server
7 6 (1.94%) JBoss
7 6 (1.94%) Jetty
7 6 (1.94%) Mule
8 4 (1.29%) GlassFish
9 3 (0.97%) Apache Airflow
9 3 (0.97%) WebSphere
10 2 (0.65%) IIS
11 1 (0.32%) Apache TomEE
11 1 (0.32%) CMS
11 1 (0.32%) Mongrel
11 1 (0.32%) WordPress
Cloud Services
1 280 (90.61%) Amazon AWS
2 133 (43.04%) Microsoft Azure
3 80 (25.89%) Google Cloud Platform
4 74 (23.95%) AWS CloudFormation
5 49 (15.86%) Amazon EC2
6 42 (13.59%) Serverless
7 39 (12.62%) AWS Lambda
8 38 (12.30%) Amazon S3
9 37 (11.97%) Amazon CloudWatch
10 35 (11.33%) GitHub
11 33 (10.68%) Cloud Computing
12 31 (10.03%) Virtual Private Cloud
13 28 (9.06%) Amazon SQS
14 27 (8.74%) Route 53
15 22 (7.12%) Datadog
16 18 (5.83%) PaaS
17 17 (5.50%) IaaS
18 14 (4.53%) Slack
19 10 (3.24%) OpenShift
20 8 (2.59%) DigitalOcean
Communications & Networking
1 23 (7.44%) Firewall
2 21 (6.80%) TCP/IP
3 20 (6.47%) DNS
4 13 (4.21%) VPN
5 8 (2.59%) Internet
6 7 (2.27%) FTP
6 7 (2.27%) SMTP
6 7 (2.27%) SSL
7 4 (1.29%) OpenVPN
8 2 (0.65%) IPv4
8 2 (0.65%) IPv6
8 2 (0.65%) LAN
8 2 (0.65%) WAN
Database & Business Intelligence
1 37 (11.97%) Amazon RDS
1 37 (11.97%) MySQL
2 32 (10.36%) PostgreSQL
3 20 (6.47%) MongoDB
4 19 (6.15%) NoSQL
5 17 (5.50%) Amazon DynamoDB
6 16 (5.18%) Amazon Aurora
6 16 (5.18%) SQL Server
7 12 (3.88%) Redis
8 10 (3.24%) Hadoop
9 7 (2.27%) Apache Cassandra
10 6 (1.94%) Azure SQL Database
10 6 (1.94%) Big Data
11 2 (0.65%) Amazon Redshift
11 2 (0.65%) Relational Database
12 1 (0.32%) Cosmos DB
12 1 (0.32%) Oracle Database
12 1 (0.32%) Oracle Database 11g
12 1 (0.32%) Oracle Database 12c
12 1 (0.32%) SQL Server 2012
Development Applications
1 152 (49.19%) Jenkins
2 131 (42.39%) Git (software)
3 83 (26.86%) Atlassian Bamboo
4 50 (16.18%) GitLab
5 49 (15.86%) Vagrant
6 30 (9.71%) git-flow
6 30 (9.71%) RSpec
7 22 (7.12%) Maven
8 21 (6.80%) Travis CI
9 15 (4.85%) Bitbucket
9 15 (4.85%) JIRA
10 14 (4.53%) TeamCity
11 11 (3.56%) Hudson
11 11 (3.56%) Selenium
12 9 (2.91%) JMeter
13 8 (2.59%) Octopus Deploy
14 7 (2.27%) GoCD
14 7 (2.27%) Subversion
15 6 (1.94%) Visual Studio
16 5 (1.62%) Gradle
General
1 32 (10.36%) Finance
2 15 (4.85%) Marketing
3 11 (3.56%) Publishing
4 9 (2.91%) Telecoms
5 8 (2.59%) Financial Institution
6 4 (1.29%) Automotive
6 4 (1.29%) Manufacturing
7 3 (0.97%) Electronics
7 3 (0.97%) Games
8 2 (0.65%) Banking
8 2 (0.65%) Law
8 2 (0.65%) Retail
9 1 (0.32%) Advertising
9 1 (0.32%) Digital Economy
9 1 (0.32%) Multimedia
9 1 (0.32%) Pharmaceutical
Job Titles
1 208 (67.31%) DevOps Engineer
2 66 (21.36%) AWS Engineer
3 59 (19.09%) AWS DevOps
4 58 (18.77%) AWS DevOps Engineer
5 50 (16.18%) Platform Engineer
6 48 (15.53%) Senior DevOps
7 44 (14.24%) Senior DevOps Engineer
8 37 (11.97%) Linux Engineer
9 35 (11.33%) Cloud Engineer
10 34 (11.00%) Linux DevOps Engineer
10 34 (11.00%) Linux/Unix DevOps
11 27 (8.74%) Architect
12 22 (7.12%) Cloud Architect
13 21 (6.80%) Lead DevOps
13 21 (6.80%) Lead DevOps Engineer
14 16 (5.18%) Solutions Architect
15 15 (4.85%) Kubernetes Engineer
15 15 (4.85%) Senior Linux Engineer
16 12 (3.88%) Cloud Solutions Architect
17 11 (3.56%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 128 (41.42%) Elastic Stack
2 33 (10.68%) .NET
3 25 (8.09%) LEMP Stack
4 23 (7.44%) Kafka
5 22 (7.12%) Node.js
6 13 (4.21%) .NET Core
6 13 (4.21%) Web Services
7 12 (3.88%) LAMP
8 11 (3.56%) ActiveMQ
9 10 (3.24%) Meteor
9 10 (3.24%) RabbitMQ
10 8 (2.59%) JSON
11 7 (2.27%) LAPP Stack
12 6 (1.94%) Apache NiFi
12 6 (1.94%) Spring
13 5 (1.62%) Spring Boot
14 4 (1.29%) CSS3
14 4 (1.29%) HTML5
14 4 (1.29%) Java EE
14 4 (1.29%) Spring MVC
Miscellaneous
1 53 (17.15%) Public Cloud
2 38 (12.30%) Data Centre
3 33 (10.68%) Fintech
4 25 (8.09%) Linux Command Line
5 14 (4.53%) Hybrid Cloud
6 13 (4.21%) Analytical Skills
7 8 (2.59%) Cloud Native
7 8 (2.59%) PKI
8 7 (2.27%) Distributed Denial-of-Service
8 7 (2.27%) Renewable Energy
9 6 (1.94%) Driving Licence
9 6 (1.94%) Enterprise Cloud
9 6 (1.94%) Fat Client
9 6 (1.94%) Thin Client
10 5 (1.62%) Mobile App
10 5 (1.62%) Private Cloud
11 4 (1.29%) Greenfield Project
11 4 (1.29%) Hedge funds
11 4 (1.29%) Management Information System
12 3 (0.97%) Virtual Team
Operating Systems
1 244 (78.96%) Linux
2 112 (36.25%) Windows
3 57 (18.45%) CentOS
4 50 (16.18%) Ubuntu
5 49 (15.86%) Red Hat Enterprise Linux
6 24 (7.77%) Windows Server
7 20 (6.47%) DC/OS
7 20 (6.47%) Windows Server 2008
8 9 (2.91%) Unix
9 7 (2.27%) SUSE
10 4 (1.29%) Android
10 4 (1.29%) Apple iOS
10 4 (1.29%) Debian
11 3 (0.97%) VMS
12 1 (0.32%) Solaris
Processes & Methodologies
1 269 (87.06%) DevOps
2 178 (57.61%) Agile Software Development
3 109 (35.28%) Continuous Integration
4 100 (32.36%) Configuration Management
5 83 (26.86%) Infrastructure Automation
6 77 (24.92%) Infrastructure as Code
7 66 (21.36%) Open Source
8 59 (19.09%) Microservices
9 44 (14.24%) Test Automation
10 40 (12.94%) Continuous Delivery
10 40 (12.94%) Mentoring
11 34 (11.00%) Problem-Solving
12 33 (10.68%) Load Balancing
13 31 (10.03%) Project Management
14 30 (9.71%) Release Management
15 29 (9.39%) SDLC
16 27 (8.74%) Computer Science
16 27 (8.74%) High Availability
16 27 (8.74%) IT Strategy
16 27 (8.74%) User-Centered Design (UCD)
Programming Languages
1 230 (74.43%) Python
2 128 (41.42%) Ruby
3 104 (33.66%) Java
4 81 (26.21%) Go
5 48 (15.53%) Bash Shell
6 47 (15.21%) Perl
7 44 (14.24%) PowerShell
8 34 (11.00%) C++
9 30 (9.71%) SQL
10 28 (9.06%) JavaScript
11 23 (7.44%) C#
11 23 (7.44%) PHP
12 10 (3.24%) Shell Script
13 4 (1.29%) Apple Swift
13 4 (1.29%) Java 8
13 4 (1.29%) R
14 3 (0.97%) C
14 3 (0.97%) Kotlin
15 2 (0.65%) ES6
15 2 (0.65%) MATLAB
Qualifications
1 51 (16.50%) Degree
2 23 (7.44%) RHCE
2 23 (7.44%) RHCSA
3 21 (6.80%) Security Cleared
4 20 (6.47%) Computer Science Degree
5 19 (6.15%) AWS Certification
6 12 (3.88%) SC Cleared
7 4 (1.29%) CISSP
Quality Assurance & Compliance
1 6 (1.94%) QA
2 1 (0.32%) SLA
System Software
1 235 (76.05%) Docker
2 50 (16.18%) Virtual Machines
3 31 (10.03%) VMware Infrastructure
4 24 (7.77%) VirtualBox
5 20 (6.47%) Hyper-V
6 11 (3.56%) Active Directory
7 7 (2.27%) Varnish
8 5 (1.62%) KVM
9 4 (1.29%) Apache ZooKeeper
9 4 (1.29%) etcd
9 4 (1.29%) Virtual Servers
10 1 (0.32%) vSphere
10 1 (0.32%) Xen
Systems Management
1 270 (87.38%) Terraform
2 231 (74.76%) Ansible
3 201 (65.05%) Puppet
4 182 (58.90%) Kubernetes
5 102 (33.01%) Opscode Chef
6 90 (29.13%) Consul
7 80 (25.89%) Docker Swarm
8 61 (19.74%) Prometheus
9 57 (18.45%) Nagios
10 56 (18.12%) Grafana
11 45 (14.56%) Salt
12 34 (11.00%) Opsview
13 32 (10.36%) Icinga
14 18 (5.83%) ZABBIX
15 16 (5.18%) Graphite
16 12 (3.88%) Mesos
17 10 (3.24%) Cobbler
18 8 (2.59%) HP SiteScope
19 6 (1.94%) HAProxy
19 6 (1.94%) Kibana
Vendors
1 49 (15.86%) Microsoft
2 40 (12.94%) Google
3 38 (12.30%) Red Hat
4 31 (10.03%) VMware
5 27 (8.74%) New Relic
5 27 (8.74%) Splunk
6 20 (6.47%) SaltStack
7 8 (2.59%) Perforce
7 8 (2.59%) Rackspace
8 6 (1.94%) Oracle
9 4 (1.29%) AppDynamics
9 4 (1.29%) IBM
9 4 (1.29%) SAP
10 3 (0.97%) Atlassian
10 3 (0.97%) Citrix
10 3 (0.97%) Dynatrace
11 1 (0.32%) Adobe
11 1 (0.32%) Virgin Media