Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 27 January 2022

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 27 January 2022 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > London
6 months to
27 Jan 2022		 Same period 2021 Same period 2020
Rank 310 198 197
Rank change year-on-year -112 -1 -53
Permanent jobs citing Opscode Chef 589 428 960
As % of all permanent jobs advertised in London 1.15% 1.75% 1.88%
As % of the Systems Management category 5.91% 8.94% 11.86%
Number of salaries quoted 397 348 670
10th Percentile £54,500 £47,500 £50,000
25th Percentile £67,500 £57,500 £57,500
Median annual salary (50th Percentile) £80,000 £72,500 £75,000
Median % change year-on-year +10.34% -3.33% +7.14%
75th Percentile £95,000 £87,500 £90,000
90th Percentile £108,500 £95,000 £106,250
England median annual salary £67,500 £62,500 £65,000
% change year-on-year +8.00% -3.85% +4.00%

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 9,971 4,787 8,092
As % of all permanent IT jobs advertised in London 19.39% 19.63% 15.89%
Number of salaries quoted 6,197 4,082 6,330
10th Percentile £46,250 £47,500 £40,000
25th Percentile £60,000 £58,750 £52,500
Median annual salary (50th Percentile) £80,000 £72,500 £70,000
Median % change year-on-year +10.34% +3.57% +3.70%
75th Percentile £100,000 £88,750 £87,500
90th Percentile £118,750 £107,375 £102,500
England median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% +4.35%

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 27 January 2022.

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 27 January 2022. 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
Jobs
Central London -111 64 £81,250 +8.33% 37
West London -56 17 £70,000 +55.56% 10
East London - 3 £73,750 - 3
South London -40 2 £100,000 +37.93% 1
Opscode Chef
England

For the 6 months to 27 January 2022, 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.

1 450 (76.40%) Puppet
2 411 (69.78%) Python
3 398 (67.57%) Ansible
4 387 (65.70%) AWS
5 386 (65.53%) DevOps
6 357 (60.61%) Kubernetes
7 355 (60.27%) Terraform
8 322 (54.67%) Docker
9 270 (45.84%) CI/CD
10 260 (44.14%) Azure
11 243 (41.26%) GCP
12 241 (40.92%) Configuration Management
13 223 (37.86%) Linux
13 223 (37.86%) Agile Software Development
14 221 (37.52%) Infrastructure as Code
15 214 (36.33%) Jenkins
16 195 (33.11%) Bash
17 160 (27.16%) PowerShell
18 146 (24.79%) Social Skills
19 142 (24.11%) Java
20 130 (22.07%) Finance
20 130 (22.07%) AWS CloudFormation
21 129 (21.90%) Google
22 128 (21.73%) Microservices
23 123 (20.88%) Public Cloud
24 111 (18.85%) Serverless
24 111 (18.85%) Windows
25 106 (18.00%) Git (software)
26 99 (16.81%) Cloud Native
27 97 (16.47%) IaaS

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 53 (9.00%) IIS
2 45 (7.64%) Elasticsearch
3 30 (5.09%) Apache
4 26 (4.41%) Apache Spark
5 23 (3.90%) Confluence
6 13 (2.21%) OpenStack
7 5 (0.85%) Cloud Foundry
7 5 (0.85%) nginx
7 5 (0.85%) Tomcat
8 4 (0.68%) Apache Airflow
8 4 (0.68%) Apache Pulsar
9 2 (0.34%) JBoss
9 2 (0.34%) Oracle SOA Suite
9 2 (0.34%) SharePoint
10 1 (0.17%) CloudStack
10 1 (0.17%) CMS
10 1 (0.17%) GlassFish
10 1 (0.17%) Luigi
10 1 (0.17%) WebSphere
Applications
1 1 (0.17%) MS Visio
Business Applications
1 2 (0.34%) Dynamics CRM
1 2 (0.34%) SAP Hybris
2 1 (0.17%) IBM Operational Decision Manager
Cloud Services
1 387 (65.70%) AWS
2 260 (44.14%) Azure
3 243 (41.26%) GCP
4 130 (22.07%) AWS CloudFormation
5 111 (18.85%) Serverless
6 97 (16.47%) IaaS
7 92 (15.62%) PaaS
8 85 (14.43%) SaaS
9 68 (11.54%) Amazon S3
10 57 (9.68%) GitHub
11 49 (8.32%) Amazon EC2
12 39 (6.62%) Amazon ECS
13 37 (6.28%) Amazon EKS
13 37 (6.28%) Virtual Private Cloud
14 36 (6.11%) AWS Lambda
15 30 (5.09%) Route 53
16 29 (4.92%) Amazon CloudWatch
16 29 (4.92%) Amazon SQS
16 29 (4.92%) Slack
17 27 (4.58%) Cloud Computing
Communications & Networking
1 40 (6.79%) Network Security
2 29 (4.92%) DNS
2 29 (4.92%) Firewall
3 19 (3.23%) MQTT
4 10 (1.70%) SAN
5 8 (1.36%) VPN
5 8 (1.36%) WAN
6 5 (0.85%) BGP
6 5 (0.85%) DDNS
6 5 (0.85%) DHCP
6 5 (0.85%) Kerberos
6 5 (0.85%) NAS
6 5 (0.85%) SMTP
6 5 (0.85%) SNMP
6 5 (0.85%) VLAN
6 5 (0.85%) WebEx
7 4 (0.68%) Internet
7 4 (0.68%) Junos
7 4 (0.68%) SD-WAN
7 4 (0.68%) SSL
Database & Business Intelligence
1 83 (14.09%) MySQL
1 83 (14.09%) SQL Server
2 71 (12.05%) Big Data
2 71 (12.05%) PostgreSQL
3 60 (10.19%) NoSQL
4 55 (9.34%) Relational Database
5 50 (8.49%) Amazon DynamoDB
6 36 (6.11%) Redis
7 35 (5.94%) Amazon RDS
8 32 (5.43%) Hadoop
9 28 (4.75%) RDBMS
10 19 (3.23%) Amazon Redshift
10 19 (3.23%) Couchbase
11 16 (2.72%) Flink
12 14 (2.38%) Apache Hive
13 13 (2.21%) BigQuery
14 12 (2.04%) MongoDB
15 10 (1.70%) Amazon Athena
16 8 (1.36%) Apache Accumulo
17 6 (1.02%) Apache Cassandra
Development Applications
1 214 (36.33%) Jenkins
2 106 (18.00%) Git (software)
3 82 (13.92%) Octopus Deploy
4 81 (13.75%) GitLab
4 81 (13.75%) TeamCity
5 43 (7.30%) JIRA
6 39 (6.62%) Team Foundation Server
7 36 (6.11%) Maven
8 33 (5.60%) Selenium
9 32 (5.43%) CircleCI
10 24 (4.07%) JMeter
11 23 (3.90%) Gradle
12 22 (3.74%) Atlassian Bamboo
13 21 (3.57%) Bitbucket
14 19 (3.23%) Log4Net
14 19 (3.23%) Newman
14 19 (3.23%) NUnit
14 19 (3.23%) Postman
14 19 (3.23%) SoapUI
14 19 (3.23%) TestCafe
General
1 146 (24.79%) Social Skills
2 130 (22.07%) Finance
3 64 (10.87%) Retail
4 35 (5.94%) Banking
5 27 (4.58%) Games
6 20 (3.40%) Inclusion and Diversity
7 19 (3.23%) Automotive
8 18 (3.06%) Presentation Skills
9 11 (1.87%) Public Sector
10 10 (1.70%) Analytical Skills
11 7 (1.19%) Organisational Skills
12 6 (1.02%) Law
12 6 (1.02%) Telecoms
13 5 (0.85%) Advertising
13 5 (0.85%) Marketing
13 5 (0.85%) Multimedia
14 4 (0.68%) Documentation Skills
15 3 (0.51%) Financial Institution
15 3 (0.51%) Legal
16 2 (0.34%) Pharmaceutical
Job Titles
1 158 (26.83%) DevOps Engineer
2 100 (16.98%) Architect
3 66 (11.21%) Cloud Engineer
4 65 (11.04%) AWS Engineer
5 64 (10.87%) Cloud Architect
6 51 (8.66%) Platform Engineer
7 48 (8.15%) Azure Architect
8 42 (7.13%) AWS DevOps
9 41 (6.96%) Developer
10 40 (6.79%) AWS DevOps Engineer
11 33 (5.60%) Java Engineer
11 33 (5.60%) Junior
12 30 (5.09%) Consultant
13 29 (4.92%) Site Reliability Engineer
14 28 (4.75%) Senior DevOps
14 28 (4.75%) Senior DevOps Engineer
15 22 (3.74%) Security Architect
16 21 (3.57%) Python Engineer
17 20 (3.40%) Azure Engineer
17 20 (3.40%) Linux Engineer
Libraries, Frameworks & Software Standards
1 62 (10.53%) REST
2 57 (9.68%) React
3 55 (9.34%) Elastic Stack
4 54 (9.17%) Kafka
5 49 (8.32%) AngularJS
6 48 (8.15%) .NET
7 47 (7.98%) Node.js
8 45 (7.64%) ARM Templates
9 38 (6.45%) RESTful
10 35 (5.94%) Redux
11 29 (4.92%) Web Services
12 28 (4.75%) .NET Core
12 28 (4.75%) Jest
13 26 (4.41%) OAuth
14 24 (4.07%) LAMP
14 24 (4.07%) OpenID
14 24 (4.07%) RabbitMQ
15 23 (3.90%) Swagger
16 22 (3.74%) Spring
16 22 (3.74%) Twitter Bootstrap
Miscellaneous
1 123 (20.88%) Public Cloud
2 99 (16.81%) Cloud Native
3 62 (10.53%) Hybrid Cloud
4 37 (6.28%) Private Cloud
5 33 (5.60%) Data Centre
5 33 (5.60%) Greenfield Project
6 24 (4.07%) User Experience
7 14 (2.38%) Blog
8 11 (1.87%) Self-Motivation
9 10 (1.70%) Clustering
9 10 (1.70%) Enterprise Cloud
9 10 (1.70%) Mobile App
10 9 (1.53%) Linux Command Line
10 9 (1.53%) Replication
10 9 (1.53%) Virtual Team
11 8 (1.36%) Algorithms
11 8 (1.36%) Derivative
11 8 (1.36%) Enterprise Software
11 8 (1.36%) Management Information System
12 7 (1.19%) Social Network
Operating Systems
1 223 (37.86%) Linux
2 111 (18.85%) Windows
3 58 (9.85%) Unix
4 48 (8.15%) Red Hat Enterprise Linux
5 20 (3.40%) Android
5 20 (3.40%) Apple iOS
5 20 (3.40%) Windows Server
6 18 (3.06%) CentOS
6 18 (3.06%) Mesosphere
7 17 (2.89%) Ubuntu
8 11 (1.87%) Debian
9 10 (1.70%) Mac OS X
10 3 (0.51%) Solaris
10 3 (0.51%) SUSE
10 3 (0.51%) VMS
11 1 (0.17%) FreeBSD
Processes & Methodologies
1 386 (65.53%) DevOps
2 270 (45.84%) CI/CD
3 241 (40.92%) Configuration Management
4 223 (37.86%) Agile Software Development
5 221 (37.52%) Infrastructure as Code
6 128 (21.73%) Microservices
7 93 (15.79%) Continuous Integration
8 89 (15.11%) Scrum
9 86 (14.60%) Computer Science
10 76 (12.90%) Open Source
11 74 (12.56%) Site Reliability Engineering
11 74 (12.56%) Test Automation
12 65 (11.04%) Software Engineering
13 60 (10.19%) Problem-Solving
14 57 (9.68%) Fintech
14 57 (9.68%) Infrastructure Automation
15 55 (9.34%) Mentoring
16 52 (8.83%) TDD
17 47 (7.98%) SDLC
18 44 (7.47%) Full Stack Development
Programming Languages
1 411 (69.78%) Python
2 195 (33.11%) Bash
3 160 (27.16%) PowerShell
4 142 (24.11%) Java
5 77 (13.07%) Go
6 71 (12.05%) Ruby
7 69 (11.71%) JavaScript
8 68 (11.54%) SQL
9 57 (9.68%) Perl
10 41 (6.96%) C#
11 35 (5.94%) Groovy
12 33 (5.60%) TypeScript
13 22 (3.74%) Scala
14 17 (2.89%) ES6
14 17 (2.89%) R
15 15 (2.55%) PHP
16 11 (1.87%) Shell Script
17 7 (1.19%) Kotlin
18 6 (1.02%) VBScript
19 5 (0.85%) VB
Qualifications
1 81 (13.75%) Degree
2 33 (5.60%) Security Cleared
3 22 (3.74%) AWS Certification
3 22 (3.74%) Cisco Certification
4 21 (3.57%) SC Cleared
5 19 (3.23%) (ISC)2 CCSP
5 19 (3.23%) CESG Certified Professional
6 15 (2.55%) Computer Science Degree
7 5 (0.85%) Microsoft Certification
7 5 (0.85%) RHCSA
8 4 (0.68%) DV Cleared
8 4 (0.68%) Master's Degree
8 4 (0.68%) RHCE
9 3 (0.51%) CCNP
9 3 (0.51%) JNCIP
10 2 (0.34%) MCSE
11 1 (0.17%) CISA
11 1 (0.17%) CISM
11 1 (0.17%) Linux+ Certification
11 1 (0.17%) PMI Certification
Quality Assurance & Compliance
1 43 (7.30%) QA
2 22 (3.74%) NIST
3 19 (3.23%) IASME
3 19 (3.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 13 (2.21%) SLA
5 5 (0.85%) Accessibility
5 5 (0.85%) WCAG
6 2 (0.34%) GDPR
6 2 (0.34%) Sarbanes-Oxley
7 1 (0.17%) COBIT
7 1 (0.17%) HIPAA
7 1 (0.17%) ISO 9000
7 1 (0.17%) ISO/IEC 27001
7 1 (0.17%) PCI DSS
7 1 (0.17%) PMO
System Software
1 322 (54.67%) Docker
2 41 (6.96%) Active Directory
3 40 (6.79%) VMware Infrastructure
4 34 (5.77%) Virtual Machines
5 26 (4.41%) Hyper-V
6 13 (2.21%) KVM
7 5 (0.85%) NDS
7 5 (0.85%) vSphere
8 4 (0.68%) Xen
9 2 (0.34%) Ceph
9 2 (0.34%) LXC
9 2 (0.34%) VMware ESXi
10 1 (0.17%) Apache Flume
10 1 (0.17%) Dovecot
10 1 (0.17%) NFS
10 1 (0.17%) OpenSSH
10 1 (0.17%) Postfix
Systems Management
1 450 (76.40%) Puppet
2 398 (67.57%) Ansible
3 357 (60.61%) Kubernetes
4 355 (60.27%) Terraform
5 55 (9.34%) Prometheus
6 52 (8.83%) Salt
7 48 (8.15%) SCCM
8 44 (7.47%) Docker Swarm
9 43 (7.30%) Grafana
10 39 (6.62%) Istio
11 35 (5.94%) Kibana
12 32 (5.43%) logstash
13 26 (4.41%) HAProxy
14 21 (3.57%) ZABBIX
15 20 (3.40%) CASB
16 19 (3.23%) Opsgenie
16 19 (3.23%) Pingdom
17 16 (2.72%) Nagios
18 15 (2.55%) MIIS
19 14 (2.38%) Automic
Vendors
1 129 (21.90%) Google
2 84 (14.26%) Microsoft
3 57 (9.68%) Splunk
4 54 (9.17%) VMware
5 48 (8.15%) SaltStack
6 34 (5.77%) Red Hat
7 21 (3.57%) New Relic
8 19 (3.23%) Cisco
9 16 (2.72%) Oracle
10 15 (2.55%) Sun
11 13 (2.21%) Checkmarx
12 11 (1.87%) AppDynamics
13 10 (1.70%) ServiceNow
13 10 (1.70%) Veracode
14 9 (1.53%) Symantec
14 9 (1.53%) Veritas
15 8 (1.36%) HP
15 8 (1.36%) IBM
16 7 (1.19%) Mellanox
16 7 (1.19%) Solarflare