Period
to 19 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Opscode Chef skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Opscode Chef over the 6 months to 19 June 2018 with a comparison to the same period in the previous 2 years.

Opscode Chef
South West > Bristol
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 121 140 159
Rank change year-on-year +19 +19 -47
Permanent jobs citing Opscode Chef 78 59 32
As % of all permanent IT jobs advertised in Bristol 2.01% 1.62% 0.93%
As % of the Systems Management category 25.00% 25.54% 14.10%
Number of salaries quoted 57 55 31
Bristol median annual salary £47,500 £60,000 £50,000
Median salary % change year-on-year -20.83% +20.00% -28.57%
10th Percentile £37,200 £32,000 £32,500
90th Percentile £76,750 £72,500 £75,000
South West median annual salary £47,500 £50,000 £42,500
% change year-on-year -5.00% +17.65% -19.05%

Opscode Chef 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 Bristol with a requirement for systems management skills.

All Systems Management Skills
Bristol
Permanent vacancies with a requirement for systems management skills 312 231 227
As % of all permanent IT jobs advertised in Bristol 8.02% 6.36% 6.60%
Number of salaries quoted 263 165 182
Bristol median annual salary £47,000 £42,500 £45,000
Median salary % change year-on-year +10.59% -5.56% +5.88%
10th Percentile £31,250 £27,750 £28,525
90th Percentile £68,500 £70,000 £73,750
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +2.56%

Opscode Chef
Job Vacancy Trend in Bristol

Job postings citing Opscode Chef as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Opscode Chef in Bristol

Opscode Chef
Salary Trend in Bristol

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

Salary trend for Opscode Chef in Bristol

Opscode Chef
Salary Histogram in Bristol

The salary distribution of IT jobs citing Opscode Chef in Bristol over the 6 months to 19 June 2018.

Salary histogram for Opscode Chef in Bristol

For the 6 months to 19 June 2018, IT jobs citing Opscode Chef 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 Bristol region with a requirement for Opscode Chef.

1 67 (85.90%) DevOps
2 56 (71.79%) Linux
3 54 (69.23%) Puppet
4 52 (66.67%) Ansible
5 47 (60.26%) Continuous Integration
6 43 (55.13%) Software Engineering
6 43 (55.13%) Amazon AWS
7 38 (48.72%) Python
8 34 (43.59%) Agile Software Development
9 32 (41.03%) Configuration Management
10 31 (39.74%) Windows
11 27 (34.62%) Ruby
12 26 (33.33%) Docker
13 23 (29.49%) Microservices
14 22 (28.21%) Java
15 21 (26.92%) Google
15 21 (26.92%) Scrum
16 18 (23.08%) Google Cloud Platform
16 18 (23.08%) Problem-Solving
17 17 (21.79%) Serverless
17 17 (21.79%) Amazon EC2
17 17 (21.79%) Web Services
18 16 (20.51%) Amazon S3
18 16 (20.51%) Terraform
19 15 (19.23%) Continuous Deployment
19 15 (19.23%) NoSQL
19 15 (19.23%) Kanban
19 15 (19.23%) TeamCity
20 14 (17.95%) Hadoop
20 14 (17.95%) VMware

Opscode Chef
Co-occurring IT Skills in Bristol 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 6 (7.69%) Adobe Experience Manager
2 4 (5.13%) Elasticsearch
2 4 (5.13%) IIS
2 4 (5.13%) JBoss
2 4 (5.13%) Jetty
2 4 (5.13%) Tomcat
2 4 (5.13%) WebLogic
3 3 (3.85%) nginx
4 2 (2.56%) Confluence
Cloud Services
1 43 (55.13%) Amazon AWS
2 18 (23.08%) Google Cloud Platform
3 17 (21.79%) Amazon EC2
3 17 (21.79%) Serverless
4 16 (20.51%) Amazon S3
5 13 (16.67%) Microsoft Azure
6 11 (14.10%) Cloud Computing
7 10 (12.82%) Amazon Kinesis
8 6 (7.69%) Amazon CloudWatch
9 5 (6.41%) SaaS
10 3 (3.85%) PaaS
11 1 (1.28%) Amazon ElastiCache
11 1 (1.28%) AWS CloudFormation
11 1 (1.28%) AWS Elastic Beanstalk
11 1 (1.28%) Bluemix
11 1 (1.28%) CloudFront
11 1 (1.28%) IaaS
11 1 (1.28%) IBM Cloud
Communications & Networking
1 11 (14.10%) SMS
2 6 (7.69%) Network Security
3 3 (3.85%) HTTP
3 3 (3.85%) SAN
4 2 (2.56%) Firewall
4 2 (2.56%) TCP/IP
4 2 (2.56%) VPN
Database & Business Intelligence
1 15 (19.23%) NoSQL
2 14 (17.95%) Hadoop
2 14 (17.95%) Redis
3 10 (12.82%) Amazon DynamoDB
3 10 (12.82%) Amazon Redshift
3 10 (12.82%) Big Data
3 10 (12.82%) MongoDB
4 7 (8.97%) MySQL
5 6 (7.69%) Amazon RDS
5 6 (7.69%) PostgreSQL
6 5 (6.41%) Riak
7 4 (5.13%) Couchbase
8 3 (3.85%) Neo4j
9 2 (2.56%) SQL Server
10 1 (1.28%) Apache Cassandra
Development Applications
1 15 (19.23%) TeamCity
2 13 (16.67%) Jenkins
3 10 (12.82%) Octopus Deploy
3 10 (12.82%) Vagrant
4 8 (10.26%) Git (software)
5 7 (8.97%) JIRA
6 6 (7.69%) Ant
6 6 (7.69%) Atlassian Bamboo
6 6 (7.69%) Maven
7 5 (6.41%) Bugzilla
7 5 (6.41%) Buildbot
7 5 (6.41%) Chocolatey
7 5 (6.41%) Trac
8 4 (5.13%) Cucumber
8 4 (5.13%) FitNesse
8 4 (5.13%) Selenium
9 3 (3.85%) Subversion
10 2 (2.56%) Bitbucket
10 2 (2.56%) git-flow
General
1 4 (5.13%) Games
2 3 (3.85%) Telecoms
3 2 (2.56%) Finance
Job Titles
1 37 (47.44%) DevOps Engineer
2 13 (16.67%) AWS Engineer
3 10 (12.82%) Linux Engineer
4 9 (11.54%) Developer
4 9 (11.54%) Senior DevOps
5 7 (8.97%) Java Engineer
6 6 (7.69%) .NET Software Engineer
6 6 (7.69%) AWS Software Engineer
6 6 (7.69%) C# Software Engineer
6 6 (7.69%) Operations Engineer
6 6 (7.69%) Site Engineer
6 6 (7.69%) Site Reliability Engineer
6 6 (7.69%) Software Engineer
7 5 (6.41%) Administrator
7 5 (6.41%) Senior Developer
7 5 (6.41%) Senior DevOps Engineer
7 5 (6.41%) VMware Engineer
8 4 (5.13%) DevOps Developer
9 3 (3.85%) Automation Engineer
9 3 (3.85%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 17 (21.79%) Web Services
2 10 (12.82%) .NET
2 10 (12.82%) .NET Core
2 10 (12.82%) Akka.NET
2 10 (12.82%) ASP.NET Web API
2 10 (12.82%) Kafka
2 10 (12.82%) REST
3 6 (7.69%) Apache Flex
3 6 (7.69%) J2EE
4 5 (6.41%) HTML
4 5 (6.41%) HTML5
5 4 (5.13%) AngularJS
5 4 (5.13%) Hibernate
5 4 (5.13%) JPA
5 4 (5.13%) React
5 4 (5.13%) Spring
6 3 (3.85%) Node.js
6 3 (3.85%) Ruby on Rails
6 3 (3.85%) WebSockets
6 3 (3.85%) WSGI
Miscellaneous
1 6 (7.69%) Greenfield Project
2 5 (6.41%) Computer Science
2 5 (6.41%) Management Information System
3 4 (5.13%) User Experience
4 3 (3.85%) Digital Media
4 3 (3.85%) Public Cloud
Operating Systems
1 56 (71.79%) Linux
2 31 (39.74%) Windows
3 6 (7.69%) Windows Server
4 4 (5.13%) CentOS
4 4 (5.13%) Ubuntu
4 4 (5.13%) Unix
5 3 (3.85%) AIX
6 2 (2.56%) Red Hat Enterprise Linux
7 1 (1.28%) CoreOS
Processes & Methodologies
1 67 (85.90%) DevOps
2 47 (60.26%) Continuous Integration
3 43 (55.13%) Software Engineering
4 34 (43.59%) Agile Software Development
5 32 (41.03%) Configuration Management
6 23 (29.49%) Microservices
7 21 (26.92%) Scrum
8 18 (23.08%) Problem-Solving
9 15 (19.23%) Continuous Deployment
9 15 (19.23%) Kanban
10 10 (12.82%) Concurrent Programming
10 10 (12.82%) Multithreading
11 9 (11.54%) Task Automation
12 7 (8.97%) Continuous Delivery
13 6 (7.69%) ITIL
13 6 (7.69%) Security Monitoring
13 6 (7.69%) Server Virtualisation
13 6 (7.69%) Service Delivery
13 6 (7.69%) Site Reliability Engineering
13 6 (7.69%) Stakeholder Management
Programming Languages
1 38 (48.72%) Python
2 27 (34.62%) Ruby
3 22 (28.21%) Java
4 14 (17.95%) SQL
5 13 (16.67%) Bash Shell
6 11 (14.10%) JavaScript
7 10 (12.82%) C#
8 8 (10.26%) PowerShell
9 7 (8.97%) Perl
10 6 (7.69%) Shell Script
11 1 (1.28%) C
11 1 (1.28%) PHP
11 1 (1.28%) Scala
Qualifications
1 6 (7.69%) Degree
2 3 (3.85%) Computer Science Degree
2 3 (3.85%) Numerate Degree
3 1 (1.28%) CCNA
3 1 (1.28%) Cisco Certification
Quality Assurance & Compliance
1 3 (3.85%) SLA
2 2 (2.56%) GCP
2 2 (2.56%) ISO/IEC 27001
System Software
1 26 (33.33%) Docker
2 11 (14.10%) VMware Infrastructure
3 6 (7.69%) VMware Server
4 5 (6.41%) Hyper-V
4 5 (6.41%) KVM
4 5 (6.41%) VMware ESXi
4 5 (6.41%) vSphere
Systems Management
1 54 (69.23%) Puppet
2 52 (66.67%) Ansible
3 16 (20.51%) Terraform
4 7 (8.97%) Kubernetes
5 4 (5.13%) Cobbler
5 4 (5.13%) Docker Swarm
5 4 (5.13%) Salt
6 3 (3.85%) Mesos
7 1 (1.28%) Rancher
Vendors
1 21 (26.92%) Google
2 14 (17.95%) VMware
3 6 (7.69%) Adobe
4 5 (6.41%) Atlassian
4 5 (6.41%) Microsoft
5 3 (3.85%) Perforce
5 3 (3.85%) Red Hat
6 2 (2.56%) New Relic
6 2 (2.56%) Oracle
7 1 (1.28%) Cloudera
7 1 (1.28%) SaltStack
7 1 (1.28%) Splunk