Period
to 30 March 2020

The following table provides summary statistics for permanent job vacancies advertised in London 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 30 March 2020 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > London
6 months to
30 Mar 2020
Same period 2019 Same period 2018
Rank 222 146 152
Rank change year-on-year -76 +6 -24
Permanent jobs citing Opscode Chef 747 1,479 1,659
As % of all permanent jobs advertised in London 1.54% 2.41% 2.37%
As % of the Systems Management category 9.59% 17.52% 21.11%
Number of salaries quoted 575 1,179 1,439
Median annual salary £75,000 £70,000 £67,500
Median salary % change year-on-year +7.14% +3.70% +3.85%
10th Percentile £50,000 £46,250 £47,500
90th Percentile £105,750 £105,000 £100,000
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 7,790 8,441 7,860
As % of all permanent IT jobs advertised in London 16.03% 13.73% 11.25%
Number of salaries quoted 6,131 6,786 6,601
Median annual salary £70,000 £68,250 £62,500
Median salary % change year-on-year +2.56% +9.20% +4.17%
10th Percentile £40,000 £38,750 £38,500
90th Percentile £102,500 £95,000 £92,500
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +4.76%

Opscode Chef
Job Vacancy Trend in London

Job postings citing Opscode Chef as a proportion of all IT jobs advertised in London.

Job vacancy trend for Opscode Chef in London

Opscode Chef
Salary Trend in London

3-month moving average salary quoted in jobs citing Opscode Chef in London.

Salary trend for Opscode Chef in London

Opscode Chef
Salary Histogram in London

Salary distribution for jobs citing Opscode Chef in London over the 6 months to 30 March 2020.

Salary histogram for Opscode Chef in London

Opscode Chef
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Opscode Chef within the London region over the 6 months to 30 March 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
Central London -53 177 £80,000 +14.29% 27
West London +26 27 £65,000 -10.34% 8
South London +10 17 £57,500 -4.17% 7
East London +5 4 £65,000 +8.33% 4
Opscode Chef
England

For the 6 months to 30 March 2020, 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 London region with a requirement for Opscode Chef.

1 569 (76.17%) Puppet
2 566 (75.77%) DevOps
3 557 (74.56%) Ansible
4 495 (66.27%) AWS
5 406 (54.35%) Python
6 370 (49.53%) Docker
7 349 (46.72%) Linux
8 345 (46.18%) Terraform
9 342 (45.78%) Kubernetes
10 304 (40.70%) Azure
11 291 (38.96%) Agile Software Development
12 267 (35.74%) Jenkins
13 258 (34.54%) Java
14 208 (27.84%) Configuration Management
15 190 (25.44%) Infrastructure as Code
16 181 (24.23%) Finance
17 178 (23.83%) PowerShell
18 168 (22.49%) Bash Shell
19 166 (22.22%) Continuous Integration
20 165 (22.09%) GCP
21 158 (21.15%) Ruby
22 149 (19.95%) Windows
22 149 (19.95%) Git (software)
23 128 (17.14%) AWS CloudFormation
24 126 (16.87%) Salt
25 113 (15.13%) Go
26 109 (14.59%) TeamCity
27 107 (14.32%) JavaScript
28 100 (13.39%) Migration
29 98 (13.12%) Web Services

Opscode Chef
Co-occurring IT Skills in London 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 62 (8.30%) IIS
2 51 (6.83%) Tomcat
3 43 (5.76%) Apache
4 33 (4.42%) Confluence
5 31 (4.15%) nginx
6 22 (2.95%) CMS
7 19 (2.54%) Apache Spark
8 17 (2.28%) Adobe Experience Manager
9 15 (2.01%) OpenStack
10 14 (1.87%) Elasticsearch
11 10 (1.34%) Cloud Foundry
12 9 (1.20%) Apache Airflow
12 9 (1.20%) Headless CMS
13 5 (0.67%) Luigi
13 5 (0.67%) WordPress
14 4 (0.54%) JBoss
15 3 (0.40%) Apache Solr
15 3 (0.40%) WebSphere
16 2 (0.27%) Sitecore CMS
16 2 (0.27%) Umbraco
Applications
1 1 (0.13%) Microsoft Office
Business Applications
1 3 (0.40%) Payment Gateway
2 2 (0.27%) Magento
Cloud Services
1 495 (66.27%) AWS
2 304 (40.70%) Azure
3 165 (22.09%) GCP
4 128 (17.14%) AWS CloudFormation
5 96 (12.85%) SaaS
6 94 (12.58%) PaaS
7 87 (11.65%) IaaS
8 80 (10.71%) Serverless
9 57 (7.63%) Cloud Computing
10 48 (6.43%) Amazon EC2
11 45 (6.02%) AWS Lambda
12 43 (5.76%) Amazon S3
13 34 (4.55%) Amazon CloudWatch
13 34 (4.55%) OpenShift
14 31 (4.15%) GitHub
15 30 (4.02%) Virtual Private Cloud
16 28 (3.75%) Amazon ECS
17 22 (2.95%) Amazon EKS
18 20 (2.68%) Office 365
19 18 (2.41%) Azure Functions
Communications & Networking
1 68 (9.10%) Firewall
2 49 (6.56%) DNS
3 36 (4.82%) TCP/IP
4 14 (1.87%) SSL
4 14 (1.87%) VPN
5 13 (1.74%) SMTP
6 11 (1.47%) Internet
7 10 (1.34%) SAN
8 7 (0.94%) NAS
9 6 (0.80%) HTTP
9 6 (0.80%) Network Security
10 5 (0.67%) DHCP
11 4 (0.54%) WAN
12 3 (0.40%) Reverse Proxy
12 3 (0.40%) Wireless
13 2 (0.27%) AMQP
13 2 (0.27%) DMZ
13 2 (0.27%) HTTPS
13 2 (0.27%) Kerberos
13 2 (0.27%) LAN
Database & Business Intelligence
1 58 (7.76%) SQL Server
2 46 (6.16%) Big Data
3 37 (4.95%) PostgreSQL
4 33 (4.42%) MySQL
5 30 (4.02%) Hadoop
6 23 (3.08%) NoSQL
7 19 (2.54%) Amazon RDS
8 18 (2.41%) Data Warehouse
9 15 (2.01%) Relational Database
10 14 (1.87%) Apache Cassandra
11 13 (1.74%) RDBMS
12 12 (1.61%) Amazon DynamoDB
13 11 (1.47%) Oracle Exadata
14 8 (1.07%) MongoDB
14 8 (1.07%) Redis
14 8 (1.07%) Snowflake Schema
15 7 (0.94%) Azure SQL Data Warehouse
15 7 (0.94%) Oracle Database
16 6 (0.80%) Blockchain
16 6 (0.80%) SQL Server 2014
Development Applications
1 267 (35.74%) Jenkins
2 149 (19.95%) Git (software)
3 109 (14.59%) TeamCity
4 70 (9.37%) Atlassian Bamboo
5 69 (9.24%) JIRA
6 62 (8.30%) Octopus Deploy
7 56 (7.50%) Maven
8 50 (6.69%) GitLab
9 37 (4.95%) Bitbucket
10 34 (4.55%) Gradle
11 33 (4.42%) Travis CI
11 33 (4.42%) Visual Studio Team System
12 32 (4.28%) Vagrant
13 28 (3.75%) Ant
13 28 (3.75%) CircleCI
14 27 (3.61%) Selenium
15 24 (3.21%) Team Foundation Server
16 23 (3.08%) Cucumber
17 19 (2.54%) Artifactory
17 19 (2.54%) JUnit
General
1 181 (24.23%) Finance
2 71 (9.50%) Banking
3 23 (3.08%) Games
4 18 (2.41%) Public Sector
5 12 (1.61%) Law
6 10 (1.34%) Back Office
7 8 (1.07%) Marketing
8 7 (0.94%) Legal
9 6 (0.80%) Telecoms
10 5 (0.67%) Publishing
11 4 (0.54%) Billing
11 4 (0.54%) Retail Banking
12 2 (0.27%) Investment Banking
13 1 (0.13%) Front Office
13 1 (0.13%) Military
13 1 (0.13%) Music Industry
13 1 (0.13%) Online Betting
13 1 (0.13%) Retail
Job Titles
1 363 (48.59%) DevOps Engineer
2 87 (11.65%) AWS Engineer
3 68 (9.10%) Senior DevOps
4 64 (8.57%) Senior DevOps Engineer
5 59 (7.90%) Developer
6 58 (7.76%) Cloud Engineer
7 54 (7.23%) Architect
8 51 (6.83%) Platform Engineer
9 44 (5.89%) AWS DevOps
10 40 (5.35%) Software Engineer
11 38 (5.09%) AWS DevOps Engineer
11 38 (5.09%) Azure Engineer
11 38 (5.09%) Java Developer
12 33 (4.42%) Java Engineer
12 33 (4.42%) Java Software Engineer
13 32 (4.28%) Kubernetes Engineer
14 29 (3.88%) Azure DevOps Engineer
15 26 (3.48%) AWS Developer
15 26 (3.48%) Azure Architect
16 25 (3.35%) AWS Architect
Libraries, Frameworks & Software Standards
1 98 (13.12%) Web Services
2 61 (8.17%) Elastic Stack
3 53 (7.10%) Node.js
4 44 (5.89%) .NET
5 38 (5.09%) J2EE
6 33 (4.42%) Kafka
7 27 (3.61%) RabbitMQ
8 25 (3.35%) JSON
9 23 (3.08%) HTML
9 23 (3.08%) React
10 22 (2.95%) REST
11 21 (2.81%) CSS
12 20 (2.68%) LAMP
13 17 (2.28%) Middleware
14 14 (1.87%) SAML
15 13 (1.74%) YAML
16 10 (1.34%) Spring
17 9 (1.20%) Spring Boot
17 9 (1.20%) Spring Integration
18 8 (1.07%) Lambda Expressions
Miscellaneous
1 78 (10.44%) Public Cloud
2 47 (6.29%) Data Centre
3 38 (5.09%) Cloud Native
4 33 (4.42%) Hybrid Cloud
5 30 (4.02%) Self-Motivation
6 25 (3.35%) Linux Command Line
7 21 (2.81%) Mobile App
8 20 (2.68%) Analytical Skills
8 20 (2.68%) Reinsurance
8 20 (2.68%) Virtual Team
9 17 (2.28%) Enterprise Software
10 16 (2.14%) Clustering
10 16 (2.14%) Social Network
11 13 (1.74%) Greenfield Project
12 12 (1.61%) Distributed Denial-of-Service
13 10 (1.34%) Mobile Banking
14 9 (1.20%) iPad
15 8 (1.07%) Algorithms
16 7 (0.94%) Hedge funds
16 7 (0.94%) User Experience
Operating Systems
1 349 (46.72%) Linux
2 149 (19.95%) Windows
3 69 (9.24%) Unix
4 36 (4.82%) Windows Server
5 29 (3.88%) CentOS
6 26 (3.48%) Ubuntu
7 23 (3.08%) Red Hat Enterprise Linux
8 10 (1.34%) Windows Server 2008
9 7 (0.94%) Android
9 7 (0.94%) Apple iOS
10 6 (0.80%) CoreOS
10 6 (0.80%) Mesosphere
10 6 (0.80%) Oracle Linux
10 6 (0.80%) Windows Server 2012
10 6 (0.80%) zOS
11 5 (0.67%) Debian
11 5 (0.67%) Solaris
11 5 (0.67%) VMS
12 3 (0.40%) Windows Server 2016
13 2 (0.27%) Windows 10
Processes & Methodologies
1 566 (75.77%) DevOps
2 291 (38.96%) Agile Software Development
3 208 (27.84%) Configuration Management
4 190 (25.44%) Infrastructure as Code
5 166 (22.22%) Continuous Integration
6 100 (13.39%) Migration
7 93 (12.45%) Continuous Delivery
8 92 (12.32%) SDLC
9 89 (11.91%) Software Engineering
10 87 (11.65%) Microservices
11 82 (10.98%) Infrastructure Automation
12 78 (10.44%) Problem-Solving
13 71 (9.50%) Test Automation
14 68 (9.10%) Fintech
15 67 (8.97%) Open Source
16 59 (7.90%) High Availability
16 59 (7.90%) Scrum
16 59 (7.90%) TDD
17 54 (7.23%) Site Reliability Engineering
18 53 (7.10%) Deployment Automation
Programming Languages
1 406 (54.35%) Python
2 258 (34.54%) Java
3 178 (23.83%) PowerShell
4 168 (22.49%) Bash Shell
5 158 (21.15%) Ruby
6 113 (15.13%) Go
7 107 (14.32%) JavaScript
8 72 (9.64%) C#
9 70 (9.37%) SQL
10 67 (8.97%) Perl
11 42 (5.62%) Scala
12 38 (5.09%) Shell Script
13 32 (4.28%) C++
14 31 (4.15%) Groovy
15 29 (3.88%) C
16 19 (2.54%) T-SQL
17 12 (1.61%) Java 8
17 12 (1.61%) PHP
18 8 (1.07%) Kotlin
19 7 (0.94%) Erlang
Qualifications
1 58 (7.76%) Degree
2 23 (3.08%) Computer Science Degree
3 21 (2.81%) AWS Certification
4 13 (1.74%) Microsoft Certification
5 7 (0.94%) MCSA
6 6 (0.80%) Cisco Certification
7 5 (0.67%) MCP
7 5 (0.67%) Security Cleared
8 4 (0.54%) CCNA
8 4 (0.54%) CCNP
9 3 (0.40%) CCIE
9 3 (0.40%) ITIL Certification
9 3 (0.40%) RHCE
10 2 (0.27%) MCSE
10 2 (0.27%) OCP
10 2 (0.27%) Oracle Certification
10 2 (0.27%) SC Cleared
11 1 (0.13%) A+ Certification
11 1 (0.13%) CISSP
11 1 (0.13%) VCP5
Quality Assurance & Compliance
1 16 (2.14%) Data Quality
2 13 (1.74%) QA
3 8 (1.07%) NIST
4 7 (0.94%) PCI DSS
4 7 (0.94%) Sarbanes-Oxley
5 6 (0.80%) SLA
6 3 (0.40%) GDPR
7 1 (0.13%) ISO/IEC 27001
System Software
1 370 (49.53%) Docker
2 42 (5.62%) Active Directory
3 34 (4.55%) Virtual Machines
4 30 (4.02%) VMware Infrastructure
5 26 (3.48%) Hyper-V
6 8 (1.07%) Xen
7 5 (0.67%) Apache ZooKeeper
7 5 (0.67%) Oracle RAC
7 5 (0.67%) VMware Workstation
8 2 (0.27%) etcd
8 2 (0.27%) LXC
8 2 (0.27%) Postfix
8 2 (0.27%) VMware ESXi
8 2 (0.27%) vSphere
9 1 (0.13%) Firmware
9 1 (0.13%) iptables
9 1 (0.13%) NFS
9 1 (0.13%) VirtualBox
9 1 (0.13%) VMware NSX
9 1 (0.13%) XenApp
Systems Management
1 569 (76.17%) Puppet
2 557 (74.56%) Ansible
3 345 (46.18%) Terraform
4 342 (45.78%) Kubernetes
5 126 (16.87%) Salt
6 45 (6.02%) Prometheus
7 41 (5.49%) Istio
8 38 (5.09%) Packer
9 36 (4.82%) Consul
10 26 (3.48%) SCCM
11 25 (3.35%) Grafana
12 24 (3.21%) Docker Swarm
13 21 (2.81%) Tivoli
14 18 (2.41%) Nagios
14 18 (2.41%) Rancher
15 15 (2.01%) Icinga
15 15 (2.01%) Kibana
16 13 (1.74%) ZABBIX
17 12 (1.61%) Graphite
18 11 (1.47%) Opsview
Vendors
1 97 (12.99%) Microsoft
2 73 (9.77%) Google
3 55 (7.36%) VMware
4 50 (6.69%) Splunk
5 49 (6.56%) Oracle
6 38 (5.09%) IBM
7 33 (4.42%) Red Hat
8 21 (2.81%) Citrix
9 20 (2.68%) Atlassian
9 20 (2.68%) WorldPay
10 18 (2.41%) MuleSoft
11 17 (2.28%) Adobe
11 17 (2.28%) Cisco
12 15 (2.01%) AppDynamics
13 14 (1.87%) SAP
14 13 (1.74%) Dynatrace
14 13 (1.74%) FIS
14 13 (1.74%) SaltStack
15 11 (1.47%) Black Duck
15 11 (1.47%) CyberArk