Period
to 3 March 2021

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 3 March 2021 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > London
6 months to
3 Mar 2021
Same period 2020 Same period 2019
Rank 203 212 146
Rank change year-on-year +9 -66 +4
Permanent jobs citing Opscode Chef 455 837 1,461
As % of all permanent jobs advertised in London 1.61% 1.66% 2.36%
As % of the Systems Management category 8.17% 10.53% 17.62%
Number of salaries quoted 414 615 1,182
Median annual salary £72,500 £75,000 £70,000
Median salary % change year-on-year -3.33% +7.14% +3.70%
10th Percentile £50,375 £52,500 £46,250
90th Percentile £95,000 £102,500 £102,500
England median annual salary £62,500 £65,000 £65,000
% change year-on-year -3.85% - +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 5,572 7,950 8,294
As % of all permanent IT jobs advertised in London 19.73% 15.81% 13.39%
Number of salaries quoted 4,574 6,269 6,778
Median annual salary £75,000 £70,000 £67,500
Median salary % change year-on-year +7.14% +3.70% +8.00%
10th Percentile £47,500 £40,000 £38,750
90th Percentile £105,000 £102,500 £95,000
England median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 3 March 2021.

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 3 March 2021. 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 +84 159 £77,500 - 39
South London +32 17 £72,500 +26.09% 4
Opscode Chef
England

For the 6 months to 3 March 2021, 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.

1 365 (80.22%) Puppet
2 353 (77.58%) DevOps
3 341 (74.95%) Ansible
4 293 (64.40%) AWS
5 284 (62.42%) Terraform
6 251 (55.16%) Azure
7 228 (50.11%) Python
8 204 (44.84%) Kubernetes
9 200 (43.96%) Configuration Management
10 192 (42.20%) Docker
11 182 (40.00%) Linux
11 182 (40.00%) Agile Software Development
12 142 (31.21%) Jenkins
13 132 (29.01%) Test Automation
14 122 (26.81%) Java
15 120 (26.37%) Continuous Integration
15 120 (26.37%) Infrastructure as Code
16 112 (24.62%) PowerShell
17 110 (24.18%) Web Services
17 110 (24.18%) GCP
18 109 (23.96%) Deployment Automation
19 100 (21.98%) JavaScript
19 100 (21.98%) Microservices
20 98 (21.54%) AWS CloudFormation
21 96 (21.10%) C#
22 95 (20.88%) PaaS
23 85 (18.68%) OO
24 84 (18.46%) Migration
24 84 (18.46%) Degree
25 82 (18.02%) Microsoft

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 50 (10.99%) SharePoint
2 20 (4.40%) Elasticsearch
3 17 (3.74%) Apache
4 15 (3.30%) IIS
5 12 (2.64%) Skype for Business
6 10 (2.20%) Apache Spark
7 9 (1.98%) Confluence
8 8 (1.76%) OpenStack
9 7 (1.54%) Drupal
9 7 (1.54%) WebSphere
10 5 (1.10%) Facebook Platform
10 5 (1.10%) nginx
11 4 (0.88%) Cloud Foundry
11 4 (0.88%) DNN
11 4 (0.88%) GlassFish
11 4 (0.88%) JBoss
11 4 (0.88%) WebLogic
12 3 (0.66%) CloudStack
12 3 (0.66%) Oracle SOA Suite
12 3 (0.66%) Tomcat
Applications
1 12 (2.64%) Microsoft Office
1 12 (2.64%) MS Visio
Business Applications
1 50 (10.99%) Dynamics CRM
2 15 (3.30%) Oracle Applications
3 11 (2.42%) SAP Hybris
4 3 (0.66%) IBM Operational Decision Manager
5 2 (0.44%) Oracle EBS
5 2 (0.44%) Sentinel
Cloud Services
1 293 (64.40%) AWS
2 251 (55.16%) Azure
3 110 (24.18%) GCP
4 98 (21.54%) AWS CloudFormation
5 95 (20.88%) PaaS
6 80 (17.58%) Azure Active Directory
7 55 (12.09%) IaaS
8 48 (10.55%) Serverless
9 38 (8.35%) SaaS
10 30 (6.59%) GitHub
11 29 (6.37%) Amazon ECS
12 21 (4.62%) Amazon CloudWatch
13 20 (4.40%) Amazon EC2
13 20 (4.40%) Amazon EKS
14 19 (4.18%) Microsoft 365
15 17 (3.74%) Route 53
16 16 (3.52%) Amazon S3
16 16 (3.52%) AWS Lambda
17 15 (3.30%) Pulumi
18 13 (2.86%) Azure Functions
Communications & Networking
1 42 (9.23%) Firewall
2 41 (9.01%) DNS
3 32 (7.03%) TCP/IP
4 22 (4.84%) Network Security
5 18 (3.96%) DHCP
5 18 (3.96%) VPN
6 15 (3.30%) IPsec
7 14 (3.08%) LAN
7 14 (3.08%) WAN
7 14 (3.08%) Wireless
8 13 (2.86%) Multicast
8 13 (2.86%) tcpdump
8 13 (2.86%) Wi-Fi
9 12 (2.64%) BGP
9 12 (2.64%) MPLS
9 12 (2.64%) MRTG
9 12 (2.64%) OSPF
9 12 (2.64%) Skype
9 12 (2.64%) TACACS
9 12 (2.64%) Wireshark
Database & Business Intelligence
1 72 (15.82%) SQL Server
2 37 (8.13%) MySQL
2 37 (8.13%) PostgreSQL
3 33 (7.25%) Big Data
4 24 (5.27%) NoSQL
5 23 (5.05%) MongoDB
6 22 (4.84%) Hadoop
7 21 (4.62%) Relational Database
8 19 (4.18%) Amazon RDS
9 11 (2.42%) Amazon DynamoDB
9 11 (2.42%) HBase
10 10 (2.20%) Amazon Redshift
10 10 (2.20%) Azure SQL Database
11 9 (1.98%) MariaDB
12 8 (1.76%) Redis
13 7 (1.54%) Data Warehouse
14 6 (1.32%) InterSystems Cache
14 6 (1.32%) OLAP
14 6 (1.32%) OLTP
14 6 (1.32%) Presto
Development Applications
1 142 (31.21%) Jenkins
2 68 (14.95%) Team Foundation Server
3 64 (14.07%) Git (software)
4 56 (12.31%) Visual Studio Team System
5 52 (11.43%) GitLab
6 37 (8.13%) Atlassian Bamboo
7 35 (7.69%) TeamCity
8 28 (6.15%) Selenium
9 27 (5.93%) Cucumber
10 15 (3.30%) Bitbucket
11 14 (3.08%) Octopus Deploy
12 13 (2.86%) JIRA
13 12 (2.64%) CircleCI
13 12 (2.64%) Travis CI
14 11 (2.42%) Maven
15 9 (1.98%) Gradle
16 8 (1.76%) Artifactory
16 8 (1.76%) Subversion
17 7 (1.54%) Gerrit
18 6 (1.32%) JUnit
General
1 66 (14.51%) Finance
2 35 (7.69%) Banking
3 11 (2.42%) Advertising
3 11 (2.42%) Public Sector
4 10 (2.20%) Games
4 10 (2.20%) Retail
5 9 (1.98%) Legal
6 8 (1.76%) Investment Banking
7 7 (1.54%) Telecoms
8 6 (1.32%) Electronics
8 6 (1.32%) Manufacturing
8 6 (1.32%) Marketing
9 5 (1.10%) Front Office
9 5 (1.10%) Pharmaceutical
10 2 (0.44%) Back Office
10 2 (0.44%) Financial Institution
11 1 (0.22%) Law
11 1 (0.22%) Publishing
11 1 (0.22%) Retail Banking
Job Titles
1 197 (43.30%) DevOps Engineer
2 70 (15.38%) AWS Engineer
3 64 (14.07%) Developer
4 63 (13.85%) AWS DevOps
5 58 (12.75%) AWS DevOps Engineer
6 56 (12.31%) Senior Developer
7 50 (10.99%) Azure Developer
7 50 (10.99%) C# Developer
8 44 (9.67%) Senior C# Developer
9 40 (8.79%) Senior DevOps
10 39 (8.57%) .NET Developer
10 39 (8.57%) ASP.NET MVC Developer
10 39 (8.57%) C# .NET Developer
10 39 (8.57%) Senior .NET Developer
10 39 (8.57%) Senior C# .NET Developer
10 39 (8.57%) Senior SQL Developer
10 39 (8.57%) SQL Developer
11 38 (8.35%) Consultant
11 38 (8.35%) Platform Engineer
12 26 (5.71%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 110 (24.18%) Web Services
2 67 (14.73%) .NET
3 62 (13.63%) React
4 59 (12.97%) CSS
5 54 (11.87%) Twitter Bootstrap
6 51 (11.21%) .NET Framework
7 50 (10.99%) .NET Core
7 50 (10.99%) ASP.NET Web API
7 50 (10.99%) Entity Framework
7 50 (10.99%) jQuery
8 33 (7.25%) Node.js
9 22 (4.84%) Elastic Stack
10 12 (2.64%) AngularJS
11 11 (2.42%) RESTful
12 10 (2.20%) Kafka
12 10 (2.20%) Spring
12 10 (2.20%) Spring Boot
13 9 (1.98%) Hibernate
13 9 (1.98%) HTML
13 9 (1.98%) Sensu
Miscellaneous
1 57 (12.53%) Analytical Skills
2 50 (10.99%) N-Tier
3 39 (8.57%) Reinsurance
4 38 (8.35%) Cloud Native
5 23 (5.05%) Public Cloud
5 23 (5.05%) Social Network
6 18 (3.96%) Self-Motivation
7 16 (3.52%) Greenfield Project
8 15 (3.30%) Enterprise Software
9 12 (2.64%) Data Centre
9 12 (2.64%) Virtual Team
10 10 (2.20%) Social Media
11 9 (1.98%) FMCG
11 9 (1.98%) Linux Command Line
12 8 (1.76%) Management Information System
12 8 (1.76%) Replication
13 7 (1.54%) Hybrid Cloud
14 6 (1.32%) Private Cloud
15 5 (1.10%) Enterprise Cloud
15 5 (1.10%) Equities
Operating Systems
1 182 (40.00%) Linux
2 80 (17.58%) Windows
3 69 (15.16%) Unix
4 25 (5.49%) Red Hat Enterprise Linux
5 21 (4.62%) CentOS
6 16 (3.52%) Windows Server
7 12 (2.64%) Mac OS X
7 12 (2.64%) Ubuntu
8 11 (2.42%) CoreOS
8 11 (2.42%) zOS
9 6 (1.32%) Debian
10 5 (1.10%) Fedora
11 2 (0.44%) Android
11 2 (0.44%) Apple iOS
11 2 (0.44%) Mac OS
11 2 (0.44%) VMS
12 1 (0.22%) Oracle Linux
12 1 (0.22%) SUSE
12 1 (0.22%) VyOS
Processes & Methodologies
1 353 (77.58%) DevOps
2 200 (43.96%) Configuration Management
3 182 (40.00%) Agile Software Development
4 132 (29.01%) Test Automation
5 120 (26.37%) Continuous Integration
5 120 (26.37%) Infrastructure as Code
6 109 (23.96%) Deployment Automation
7 100 (21.98%) Microservices
8 85 (18.68%) OO
9 84 (18.46%) Migration
10 79 (17.36%) Mentoring
11 63 (13.85%) Open Source
12 58 (12.75%) CRM
13 53 (11.65%) MVC
13 53 (11.65%) SOA
14 52 (11.43%) Fintech
15 51 (11.21%) Problem-Solving
16 50 (10.99%) Don't repeat yourself (DRY)
16 50 (10.99%) SOLID
16 50 (10.99%) UML
Programming Languages
1 228 (50.11%) Python
2 122 (26.81%) Java
3 112 (24.62%) PowerShell
4 100 (21.98%) JavaScript
5 96 (21.10%) C#
6 79 (17.36%) SQL
7 74 (16.26%) Bash Shell
7 74 (16.26%) Go
8 51 (11.21%) Ruby
9 50 (10.99%) T-SQL
10 24 (5.27%) Perl
11 16 (3.52%) Shell Script
12 13 (2.86%) Scala
13 12 (2.64%) PHP
14 10 (2.20%) C
15 9 (1.98%) C++
16 4 (0.88%) Groovy
17 3 (0.66%) Java 8
17 3 (0.66%) R
18 2 (0.44%) VB
Qualifications
1 84 (18.46%) Degree
2 31 (6.81%) Security Cleared
3 25 (5.49%) SC Cleared
4 19 (4.18%) AWS Certification
5 16 (3.52%) Computer Science Degree
6 13 (2.86%) Cisco Certification
7 8 (1.76%) CCNP
7 8 (1.76%) ITIL Foundation Certificate
8 5 (1.10%) Master's Degree
9 4 (0.88%) CCNA
9 4 (0.88%) Microsoft Certification
10 2 (0.44%) CISSP
10 2 (0.44%) DV Cleared
10 2 (0.44%) ISTQB
10 2 (0.44%) ISTQB Advanced Certification
10 2 (0.44%) ISTQB Foundation Certification
11 1 (0.22%) (ISC)2 CCSP
11 1 (0.22%) CCSP
11 1 (0.22%) CRISC
11 1 (0.22%) RHCSA
Quality Assurance & Compliance
1 13 (2.86%) QA
2 5 (1.10%) Dodd-Frank
2 5 (1.10%) EMIR
2 5 (1.10%) MiFID
3 2 (0.44%) GDPR
3 2 (0.44%) ISO/IEC 27001
3 2 (0.44%) PCI DSS
3 2 (0.44%) SLA
4 1 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 192 (42.20%) Docker
2 42 (9.23%) VMware Infrastructure
3 41 (9.01%) Active Directory
4 23 (5.05%) Hyper-V
5 11 (2.42%) Xen
6 7 (1.54%) KVM
6 7 (1.54%) Virtual Machines
7 6 (1.32%) HDFS
8 4 (0.88%) NFS
9 3 (0.66%) Oracle RAC
10 2 (0.44%) VMware Workstation
10 2 (0.44%) XenApp
10 2 (0.44%) XenDesktop
11 1 (0.22%) Apache Flume
11 1 (0.22%) GridGain
11 1 (0.22%) Samba
11 1 (0.22%) Shibboleth
11 1 (0.22%) Virtual Servers
11 1 (0.22%) VirtualBox
11 1 (0.22%) VMware ESXi
Systems Management
1 365 (80.22%) Puppet
2 341 (74.95%) Ansible
3 284 (62.42%) Terraform
4 204 (44.84%) Kubernetes
5 40 (8.79%) Istio
6 37 (8.13%) Prometheus
7 34 (7.47%) Salt
8 33 (7.25%) Nagios
9 23 (5.05%) Fortio
9 23 (5.05%) Kiali
10 15 (3.30%) Docker Swarm
11 12 (2.64%) Single Sign-On
12 8 (1.76%) Failover Clustering
13 6 (1.32%) CFEngine
13 6 (1.32%) Grafana
13 6 (1.32%) Rancher
13 6 (1.32%) ZABBIX
14 5 (1.10%) HAProxy
14 5 (1.10%) Mesos
15 4 (0.88%) Kibana
Vendors
1 82 (18.02%) Microsoft
2 51 (11.21%) VMware
3 50 (10.99%) Nintex
4 43 (9.45%) Google
5 33 (7.25%) Oracle
6 25 (5.49%) Cisco
7 17 (3.74%) SAP
8 13 (2.86%) SaltStack
9 12 (2.64%) Adobe
9 12 (2.64%) Avaya
9 12 (2.64%) New Relic
9 12 (2.64%) Palo Alto
9 12 (2.64%) Riverbed
10 11 (2.42%) Facebook
10 11 (2.42%) hybris
10 11 (2.42%) Salesforce.com
11 10 (2.20%) Dynatrace
11 10 (2.20%) Red Hat
11 10 (2.20%) Splunk
12 8 (1.76%) Citrix