Period
to 24 February 2020

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 February 2020 with a comparison to the same period in the previous 2 years.

Hashicorp Packer
UK > England
6 months to
24 Feb 2020
Same period 2019 Same period 2018
Rank 669 785 862
Rank change year-on-year +116 +77 +192
Permanent jobs citing Packer 314 308 321
As % of all permanent IT jobs advertised in England 0.28% 0.22% 0.20%
As % of the Systems Management category 2.14% 1.91% 2.09%
Number of salaries quoted 213 222 285
England median annual salary £72,500 £64,375 £65,000
Median salary % change year-on-year +12.62% -0.96% +13.04%
10th Percentile £50,000 £42,575 £42,500
90th Percentile £92,500 £87,025 £90,000
UK median annual salary £72,500 £62,500 £62,500
% change year-on-year +16.00% - +8.70%

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 14,651 16,103 15,366
As % of all permanent IT jobs advertised in England 12.92% 11.62% 9.37%
Number of salaries quoted 11,288 12,645 12,538
England median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £32,500 £33,000 £31,250
90th Percentile £95,000 £88,750 £82,500
UK median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% +1.94%

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 February 2020.

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 February 2020. 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 +123 195 £75,000 +7.14% 30
Midlands +36 41 £58,399 +6.18% 5
West Midlands +31 41 £58,399 +8.65% 5
South West +46 26 £80,000 +39.13% 2
North of England +14 15 £64,608 +19.88% 7
South East +21 14 £75,000 +20.00% 4
North West +12 10 £66,715 +11.19% 4
Yorkshire +25 3 £62,500 +28.94% 2
North East +11 2 £60,858 +21.72% 1
East of England +50 1 - - 2
Packer
UK

For the 6 months to 24 February 2020, 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.

1 275 (87.58%) DevOps
2 265 (84.39%) Terraform
3 248 (78.98%) AWS
4 243 (77.39%) Docker
5 232 (73.89%) Ansible
6 223 (71.02%) Python
7 217 (69.11%) Kubernetes
8 214 (68.15%) Jenkins
9 180 (57.32%) Linux
10 178 (56.69%) Agile Software Development
11 149 (47.45%) Puppet
12 138 (43.95%) Azure
13 120 (38.22%) Continuous Integration
14 113 (35.99%) Git (software)
15 110 (35.03%) Ruby
16 95 (30.25%) Windows
17 91 (28.98%) Atlassian Bamboo
18 82 (26.11%) GCP
19 78 (24.84%) SQL
19 78 (24.84%) Finance
20 77 (24.52%) Opscode Chef
21 76 (24.20%) Elastic Stack
22 75 (23.89%) Java
23 74 (23.57%) Bash Shell
24 73 (23.25%) Consul
24 73 (23.25%) AWS CloudFormation
25 71 (22.61%) Docker Swarm
25 71 (22.61%) Nagios
26 68 (21.66%) Grafana
26 68 (21.66%) Public Cloud

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 53 (16.88%) Confluence
2 32 (10.19%) OpenStack
3 26 (8.28%) Elasticsearch
4 21 (6.69%) Cloud Foundry
5 16 (5.10%) Apache
5 16 (5.10%) Tomcat
6 11 (3.50%) nginx
7 10 (3.18%) JBoss
8 9 (2.87%) WebSphere
9 8 (2.55%) Apache TomEE
10 3 (0.96%) CloudStack
11 2 (0.64%) Apache Spark
12 1 (0.32%) Apache Airflow
12 1 (0.32%) IIS
12 1 (0.32%) WebLogic
12 1 (0.32%) WildFly
Cloud Services
1 248 (78.98%) AWS
2 138 (43.95%) Azure
3 82 (26.11%) GCP
4 73 (23.25%) AWS CloudFormation
5 57 (18.15%) GitHub
6 47 (14.97%) Serverless
7 45 (14.33%) AWS Lambda
8 42 (13.38%) Amazon EC2
9 37 (11.78%) OpenShift
10 33 (10.51%) Amazon S3
11 25 (7.96%) Virtual Private Cloud
12 22 (7.01%) Amazon ECS
13 20 (6.37%) Slack
14 19 (6.05%) SaaS
15 17 (5.41%) Amazon CloudWatch
15 17 (5.41%) IaaS
15 17 (5.41%) PaaS
16 16 (5.10%) Route 53
17 11 (3.50%) Datadog
18 10 (3.18%) CloudFront
Communications & Networking
1 30 (9.55%) Firewall
2 26 (8.28%) VPN
3 16 (5.10%) DNS
4 14 (4.46%) Internet
5 13 (4.14%) DHCP
6 12 (3.82%) DMZ
7 10 (3.18%) SAN
8 5 (1.59%) SSL
9 2 (0.64%) FIX Connectivity
9 2 (0.64%) TCP/IP
10 1 (0.32%) HTTP
10 1 (0.32%) OpenLDAP
10 1 (0.32%) SSH
10 1 (0.32%) tcpdump
10 1 (0.32%) Wireshark
Database & Business Intelligence
1 44 (14.01%) NoSQL
2 38 (12.10%) Amazon RDS
3 37 (11.78%) SQL Server
4 23 (7.32%) PostgreSQL
5 21 (6.69%) Redis
6 18 (5.73%) Amazon DynamoDB
7 14 (4.46%) MySQL
8 8 (2.55%) Relational Database
9 7 (2.23%) Apache Cassandra
9 7 (2.23%) MariaDB
9 7 (2.23%) RDBMS
10 6 (1.91%) Big Data
11 4 (1.27%) Amazon Aurora
12 3 (0.96%) Amazon Athena
13 2 (0.64%) MongoDB
13 2 (0.64%) Parquet
13 2 (0.64%) Presto
14 1 (0.32%) Blockchain
14 1 (0.32%) MarkLogic
Development Applications
1 214 (68.15%) Jenkins
2 113 (35.99%) Git (software)
3 91 (28.98%) Atlassian Bamboo
4 57 (18.15%) GitLab
4 57 (18.15%) JIRA
5 48 (15.29%) Vagrant
6 34 (10.83%) SonarQube
7 32 (10.19%) Hudson
8 31 (9.87%) Selenium
9 24 (7.64%) Artifactory
10 21 (6.69%) Bitbucket
11 20 (6.37%) Sonatype Nexus
12 19 (6.05%) GoCD
13 18 (5.73%) JMeter
14 13 (4.14%) Octopus Deploy
15 12 (3.82%) Cucumber
15 12 (3.82%) git-flow
15 12 (3.82%) Maven
16 11 (3.50%) RSpec
16 11 (3.50%) Subversion
General
1 78 (24.84%) Finance
2 14 (4.46%) Retail
3 13 (4.14%) Automotive
4 10 (3.18%) Public Sector
5 9 (2.87%) Marketing
6 7 (2.23%) Banking
6 7 (2.23%) Games
7 3 (0.96%) Electronics
8 2 (0.64%) Manufacturing
8 2 (0.64%) Telecoms
9 1 (0.32%) Financial Institution
9 1 (0.32%) Investment Banking
Job Titles
1 207 (65.92%) DevOps Engineer
2 60 (19.11%) AWS Engineer
3 41 (13.06%) Platform Engineer
4 40 (12.74%) AWS DevOps
5 38 (12.10%) AWS DevOps Engineer
6 37 (11.78%) Kubernetes Engineer
7 35 (11.15%) Senior DevOps
7 35 (11.15%) Senior DevOps Engineer
8 30 (9.55%) Lead DevOps
9 27 (8.60%) Cloud Engineer
10 20 (6.37%) Azure Engineer
10 20 (6.37%) Lead DevOps Engineer
11 19 (6.05%) Architect
12 14 (4.46%) Linux Engineer
13 11 (3.50%) Site Reliability Engineer
14 9 (2.87%) Release Manager
15 8 (2.55%) Azure DevOps Engineer
15 8 (2.55%) DevOps Manager
15 8 (2.55%) Platform Architect
15 8 (2.55%) Principal Architect
Libraries, Frameworks & Software Standards
1 76 (24.20%) Elastic Stack
2 38 (12.10%) Web Services
3 21 (6.69%) .NET
4 20 (6.37%) JSON
5 10 (3.18%) .NET Core
6 8 (2.55%) HTML
6 8 (2.55%) REST
7 7 (2.23%) Node.js
7 7 (2.23%) RabbitMQ
7 7 (2.23%) Velocity
8 6 (1.91%) Kafka
8 6 (1.91%) Memcached
9 5 (1.59%) Spring
10 4 (1.27%) AngularJS
10 4 (1.27%) React
10 4 (1.27%) SOAP
10 4 (1.27%) Vue.js
11 3 (0.96%) GraphQL
12 2 (0.64%) PySpark
12 2 (0.64%) Spring Boot
Miscellaneous
1 68 (21.66%) Public Cloud
2 24 (7.64%) Hybrid Cloud
3 21 (6.69%) Linux Command Line
4 20 (6.37%) Distributed Denial-of-Service
5 18 (5.73%) Data Centre
5 18 (5.73%) PKI
6 16 (5.10%) Greenfield Project
7 13 (4.14%) Management Information System
8 10 (3.18%) Analytical Skills
9 7 (2.23%) Online Gambling
10 6 (1.91%) Virtual Team
11 5 (1.59%) Cloud Native
11 5 (1.59%) Self-Motivation
12 4 (1.27%) Fixed Income
13 3 (0.96%) Blog
13 3 (0.96%) User Experience
14 2 (0.64%) Eurex
14 2 (0.64%) Internet of Things
14 2 (0.64%) Mobile App
15 1 (0.32%) Clustering
Operating Systems
1 180 (57.32%) Linux
2 95 (30.25%) Windows
3 58 (18.47%) Red Hat Enterprise Linux
4 52 (16.56%) CentOS
5 21 (6.69%) Unix
6 17 (5.41%) Windows Server
7 11 (3.50%) Debian
7 11 (3.50%) Ubuntu
8 10 (3.18%) Windows Server 2012
9 8 (2.55%) VMS
10 4 (1.27%) Windows 10
11 2 (0.64%) Solaris
12 1 (0.32%) Android
12 1 (0.32%) Apple iOS
12 1 (0.32%) SUSE
12 1 (0.32%) SUSE Linux Enterprise Server
Processes & Methodologies
1 275 (87.58%) DevOps
2 178 (56.69%) Agile Software Development
3 120 (38.22%) Continuous Integration
4 66 (21.02%) Load Balancing
5 63 (20.06%) Infrastructure as Code
6 59 (18.79%) Configuration Management
6 59 (18.79%) Infrastructure Automation
7 52 (16.56%) Open Source
8 47 (14.97%) Microservices
9 46 (14.65%) Test Automation
10 42 (13.38%) Fintech
11 38 (12.10%) Software Delivery
12 35 (11.15%) Release Management
13 34 (10.83%) Continuous Delivery
13 34 (10.83%) Migration
14 32 (10.19%) Software Engineering
15 31 (9.87%) ITIL
16 30 (9.55%) High Availability
16 30 (9.55%) IT Strategy
16 30 (9.55%) User-Centered Design (UCD)
Programming Languages
1 223 (71.02%) Python
2 110 (35.03%) Ruby
3 78 (24.84%) SQL
4 75 (23.89%) Java
5 74 (23.57%) Bash Shell
6 58 (18.47%) PowerShell
7 49 (15.61%) Go
8 30 (9.55%) JavaScript
9 14 (4.46%) Perl
10 11 (3.50%) C++
11 10 (3.18%) Shell Script
12 7 (2.23%) Groovy
12 7 (2.23%) Korn
13 4 (1.27%) T-SQL
14 3 (0.96%) PHP
15 2 (0.64%) C#
15 2 (0.64%) Kotlin
16 1 (0.32%) Apple Swift
Qualifications
1 44 (14.01%) Security Cleared
2 35 (11.15%) Degree
3 26 (8.28%) SC Cleared
4 12 (3.82%) DV Cleared
5 9 (2.87%) AWS Certification
5 9 (2.87%) Computer Science Degree
6 3 (0.96%) RHCE
6 3 (0.96%) RHCSA
Quality Assurance & Compliance
1 7 (2.23%) QA
2 1 (0.32%) SLA
System Software
1 243 (77.39%) Docker
2 37 (11.78%) VMware Infrastructure
3 19 (6.05%) Virtual Machines
4 16 (5.10%) Active Directory
5 7 (2.23%) KVM
6 6 (1.91%) OpenSSH
7 5 (1.59%) Virtual Servers
8 4 (1.27%) Hyper-V
9 2 (0.64%) VirtualBox
10 1 (0.32%) Samba
10 1 (0.32%) Varnish
Systems Management
1 265 (84.39%) Terraform
2 232 (73.89%) Ansible
3 217 (69.11%) Kubernetes
4 149 (47.45%) Puppet
5 77 (24.52%) Opscode Chef
6 73 (23.25%) Consul
7 71 (22.61%) Docker Swarm
7 71 (22.61%) Nagios
8 68 (21.66%) Grafana
9 58 (18.47%) Graphite
10 48 (15.29%) Prometheus
11 43 (13.69%) ZABBIX
12 34 (10.83%) Salt
13 24 (7.64%) Opsview
14 18 (5.73%) HP SiteScope
15 14 (4.46%) Mesos
16 13 (4.14%) logstash
17 12 (3.82%) Cloudify
18 11 (3.50%) Icinga
19 9 (2.87%) Red Hat Satellite
Vendors
1 53 (16.88%) Microsoft
2 41 (13.06%) VMware
3 38 (12.10%) Google
4 32 (10.19%) SaltStack
5 28 (8.92%) Oracle
6 26 (8.28%) Red Hat
7 18 (5.73%) Perforce
8 14 (4.46%) SolarWinds
9 12 (3.82%) AppDynamics
10 9 (2.87%) New Relic
11 8 (2.55%) Cisco
11 8 (2.55%) Citrix
11 8 (2.55%) IBM
12 7 (2.23%) Dynatrace
13 6 (1.91%) ServiceNow
14 4 (1.27%) Sybase
15 3 (0.96%) Rackspace
15 3 (0.96%) Splunk
16 2 (0.64%) Fidessa
16 2 (0.64%) Trayport