Period
to 21 September 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 21 September 2021 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > London
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 277 207 146
Rank change year-on-year -70 -61 0
Permanent jobs citing Opscode Chef 626 350 1,319
As % of all permanent jobs advertised in London 1.28% 1.72% 2.38%
As % of the Systems Management category 6.29% 8.46% 15.31%
Number of salaries quoted 367 258 897
10th Percentile £57,500 £47,500 £48,750
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 £87,500
90th Percentile £97,500 £100,000 £107,500
England median annual salary £65,000 £65,000 £65,000

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 9,957 4,137 8,617
As % of all permanent IT jobs advertised in London 20.28% 20.30% 15.52%
Number of salaries quoted 5,947 3,473 6,749
10th Percentile £47,500 £46,250 £40,000
25th Percentile £60,000 £56,250 £52,500
Median annual salary (50th Percentile) £77,500 £72,500 £70,000
Median % change year-on-year +6.90% +3.57% +7.69%
75th Percentile £95,000 £87,500 £86,250
90th Percentile £112,500 £110,000 £100,000
England median annual salary £65,000 £62,500 £59,102
% change year-on-year +4.00% +5.75% +7.46%

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 21 September 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 21 September 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 -67 81 £80,000 - 25
East London -7 10 £75,000 +25.00% 6
South London -44 4 £73,750 +28.26% 1
West London -76 3 £66,250 +32.50% 5
Opscode Chef
England

For the 6 months to 21 September 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.

1 456 (72.84%) Puppet
2 452 (72.20%) DevOps
3 416 (66.45%) AWS
4 386 (61.66%) Python
5 383 (61.18%) Terraform
6 382 (61.02%) Kubernetes
7 381 (60.86%) Ansible
8 351 (56.07%) Docker
9 293 (46.81%) Agile Software Development
10 270 (43.13%) Azure
11 268 (42.81%) Configuration Management
12 252 (40.26%) Linux
13 233 (37.22%) Infrastructure as Code
14 222 (35.46%) Jenkins
15 204 (32.59%) Java
16 201 (32.11%) GCP
17 177 (28.27%) Social Skills
18 169 (27.00%) Microservices
19 155 (24.76%) Bash Shell
20 141 (22.52%) Go
21 139 (22.20%) JavaScript
22 138 (22.04%) Continuous Integration
22 138 (22.04%) PowerShell
23 137 (21.88%) Software Engineering
24 128 (20.45%) React
25 125 (19.97%) PaaS
26 121 (19.33%) PostgreSQL
27 120 (19.17%) Test Automation
28 118 (18.85%) Prometheus
29 117 (18.69%) SaaS

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 56 (8.95%) Elasticsearch
2 50 (7.99%) IIS
3 29 (4.63%) Apache Airflow
4 27 (4.31%) SharePoint
5 18 (2.88%) Apache
6 15 (2.40%) Gunicorn
7 14 (2.24%) Cloud Foundry
8 13 (2.08%) Oracle SOA Suite
9 11 (1.76%) OpenStack
10 7 (1.12%) Confluence
11 5 (0.80%) nginx
12 3 (0.48%) Apache Spark
12 3 (0.48%) JBoss
13 2 (0.32%) Apache Pulsar
13 2 (0.32%) GlassFish
13 2 (0.32%) WebLogic
13 2 (0.32%) WebSphere
14 1 (0.16%) LiveCycle
14 1 (0.16%) Luigi
14 1 (0.16%) Traffic Server
Business Applications
1 16 (2.56%) Dynamics CRM
2 2 (0.32%) IBM Operational Decision Manager
3 1 (0.16%) Sentinel
Cloud Services
1 416 (66.45%) AWS
2 270 (43.13%) Azure
3 201 (32.11%) GCP
4 125 (19.97%) PaaS
5 117 (18.69%) SaaS
6 104 (16.61%) Serverless
7 95 (15.18%) AWS CloudFormation
8 91 (14.54%) IaaS
9 66 (10.54%) Amazon EKS
10 61 (9.74%) Amazon ECS
11 45 (7.19%) Slack
12 44 (7.03%) Amazon CloudWatch
13 43 (6.87%) AWS Lambda
14 42 (6.71%) Amazon S3
15 34 (5.43%) GitHub
16 33 (5.27%) OpenShift
17 31 (4.95%) Amazon Kinesis
18 30 (4.79%) Amazon EC2
19 26 (4.15%) Azure Active Directory
20 18 (2.88%) Azure Service Bus
Communications & Networking
1 34 (5.43%) Firewall
2 31 (4.95%) DNS
3 16 (2.56%) WebEx
4 15 (2.40%) MQTT
5 13 (2.08%) TCP/IP
6 12 (1.92%) SSL
6 12 (1.92%) WAN
7 10 (1.60%) HTTP
7 10 (1.60%) SD-WAN
8 9 (1.44%) IPv4
8 9 (1.44%) LAN
8 9 (1.44%) VPN
9 8 (1.28%) SAN
10 7 (1.12%) VSAN
11 5 (0.80%) Network Security
12 4 (0.64%) DHCP
12 4 (0.64%) Internet
12 4 (0.64%) Junos
13 3 (0.48%) BGP
13 3 (0.48%) MPLS
Database & Business Intelligence
1 121 (19.33%) PostgreSQL
2 92 (14.70%) SQL Server
3 90 (14.38%) MySQL
4 89 (14.22%) Amazon DynamoDB
5 62 (9.90%) NoSQL
6 61 (9.74%) Big Data
7 59 (9.42%) Relational Database
8 36 (5.75%) Amazon RDS
8 36 (5.75%) Redis
9 34 (5.43%) Amazon Redshift
10 31 (4.95%) Amazon Athena
11 26 (4.15%) MongoDB
12 21 (3.35%) RDBMS
13 16 (2.56%) Data Warehouse
14 14 (2.24%) Couchbase
15 11 (1.76%) Hadoop
16 8 (1.28%) Apache Cassandra
17 5 (0.80%) Azure SQL Database
17 5 (0.80%) MariaDB
18 4 (0.64%) Blockchain
Development Applications
1 222 (35.46%) Jenkins
2 96 (15.34%) Octopus Deploy
3 92 (14.70%) TeamCity
4 85 (13.58%) GitLab
4 85 (13.58%) Team Foundation Server
5 59 (9.42%) Git (software)
6 47 (7.51%) IBM UrbanCode
7 45 (7.19%) Travis CI
8 29 (4.63%) Selenium
9 23 (3.67%) Atlassian Bamboo
9 23 (3.67%) Visual Studio Team System
10 19 (3.04%) PyCharm
11 17 (2.72%) JIRA
12 16 (2.56%) Vagrant
13 15 (2.40%) Cypress.io
13 15 (2.40%) Moq
13 15 (2.40%) Newman
13 15 (2.40%) Postman
13 15 (2.40%) SoapUI
13 15 (2.40%) TestCafe
General
1 177 (28.27%) Social Skills
2 83 (13.26%) Finance
3 69 (11.02%) Retail
4 42 (6.71%) Banking
5 18 (2.88%) Analytical Skills
6 17 (2.72%) Automotive
7 16 (2.56%) Presentation Skills
8 15 (2.40%) Russian Language
9 13 (2.08%) Law
9 13 (2.08%) Marketing
10 12 (1.92%) Public Sector
11 9 (1.44%) Games
12 8 (1.28%) Advertising
13 6 (0.96%) Organisational Skills
14 5 (0.80%) Documentation Skills
14 5 (0.80%) Investment Banking
14 5 (0.80%) Manufacturing
15 4 (0.64%) Online Betting
15 4 (0.64%) Retail Banking
15 4 (0.64%) Spanish Language
Job Titles
1 160 (25.56%) DevOps Engineer
2 79 (12.62%) Developer
3 65 (10.38%) Architect
4 58 (9.27%) AWS Engineer
5 55 (8.79%) Platform Engineer
6 54 (8.63%) Senior DevOps
7 48 (7.67%) Senior DevOps Engineer
7 48 (7.67%) Software Engineer
8 45 (7.19%) Java Engineer
9 41 (6.55%) AWS DevOps
9 41 (6.55%) AWS DevOps Engineer
10 34 (5.43%) Cloud Architect
11 32 (5.11%) Python Engineer
12 30 (4.79%) Senior Java Engineer
13 27 (4.31%) Azure Architect
13 27 (4.31%) Cloud Engineer
14 26 (4.15%) Senior Software Engineer
15 25 (3.99%) Site Reliability Engineer
16 24 (3.83%) Azure Engineer
17 23 (3.67%) Data Engineer
Libraries, Frameworks & Software Standards
1 128 (20.45%) React
2 115 (18.37%) REST
3 98 (15.65%) AngularJS
4 96 (15.34%) Node.js
5 82 (13.10%) Elastic Stack
6 80 (12.78%) Web Services
7 74 (11.82%) .NET
8 69 (11.02%) Kafka
9 60 (9.58%) ARM Templates
10 58 (9.27%) .NET Core
11 55 (8.79%) CSS
12 52 (8.31%) Redux
13 50 (7.99%) Vue.js
14 49 (7.83%) Jest
15 48 (7.67%) Django
16 42 (6.71%) RESTful
17 41 (6.55%) pytest
18 40 (6.39%) Twitter Bootstrap
19 38 (6.07%) ASP.NET Web API
19 38 (6.07%) Entity Framework
Miscellaneous
1 92 (14.70%) Public Cloud
2 64 (10.22%) Cloud Native
3 48 (7.67%) Hybrid Cloud
4 47 (7.51%) User Experience
5 36 (5.75%) Data Centre
6 30 (4.79%) Private Cloud
7 29 (4.63%) Algorithms
8 25 (3.99%) Greenfield Project
9 23 (3.67%) N-Tier
10 18 (2.88%) Linux Command Line
11 16 (2.56%) Data Structures
12 13 (2.08%) PlayStation
12 13 (2.08%) Self-Motivation
12 13 (2.08%) Virtual Team
13 8 (1.28%) Field-Programmable Gate Array
14 6 (0.96%) Enterprise Software
15 5 (0.80%) Enterprise Cloud
15 5 (0.80%) Hedge funds
15 5 (0.80%) Social Media
16 4 (0.64%) Reinsurance
Operating Systems
1 252 (40.26%) Linux
2 111 (17.73%) Windows
3 53 (8.47%) Unix
4 48 (7.67%) Mesosphere
5 30 (4.79%) Red Hat Enterprise Linux
6 21 (3.35%) Windows Server
7 19 (3.04%) Ubuntu
8 16 (2.56%) Android
8 16 (2.56%) Apple iOS
8 16 (2.56%) CentOS
9 12 (1.92%) Debian
10 5 (0.80%) Mac OS X
11 4 (0.64%) FreeBSD
11 4 (0.64%) SUSE
12 3 (0.48%) Solaris
13 2 (0.32%) Mac OS
14 1 (0.16%) Windows 10
14 1 (0.16%) Windows Server 2016
14 1 (0.16%) Windows Server 2019
Processes & Methodologies
1 452 (72.20%) DevOps
2 293 (46.81%) Agile Software Development
3 268 (42.81%) Configuration Management
4 233 (37.22%) Infrastructure as Code
5 169 (27.00%) Microservices
6 138 (22.04%) Continuous Integration
7 137 (21.88%) Software Engineering
8 120 (19.17%) Test Automation
9 115 (18.37%) Problem-Solving
10 106 (16.93%) Scrum
11 104 (16.61%) Open Source
12 103 (16.45%) Mentoring
13 90 (14.38%) Computer Science
14 84 (13.42%) Full Stack Development
15 78 (12.46%) Continuous Deployment
16 73 (11.66%) Continuous Delivery
17 70 (11.18%) Site Reliability Engineering
17 70 (11.18%) SOA
17 70 (11.18%) TDD
18 67 (10.70%) Data Science
Programming Languages
1 386 (61.66%) Python
2 204 (32.59%) Java
3 155 (24.76%) Bash Shell
4 141 (22.52%) Go
5 139 (22.20%) JavaScript
6 138 (22.04%) PowerShell
7 98 (15.65%) SQL
8 97 (15.50%) Ruby
9 79 (12.62%) C#
10 39 (6.23%) Perl
11 34 (5.43%) TypeScript
12 28 (4.47%) Elixir
12 28 (4.47%) Elm
13 25 (3.99%) PHP
14 23 (3.67%) T-SQL
15 20 (3.19%) Kotlin
16 15 (2.40%) Shell Script
17 13 (2.08%) C++
18 11 (1.76%) C
18 11 (1.76%) ES6
Qualifications
1 90 (14.38%) Degree
2 26 (4.15%) Security Cleared
3 22 (3.51%) Computer Science Degree
4 12 (1.92%) RHCE
4 12 (1.92%) SC Cleared
5 11 (1.76%) AWS Certification
5 11 (1.76%) RHCSA
6 10 (1.60%) Master's Degree
7 5 (0.80%) Cisco Certification
8 3 (0.48%) CCNP
8 3 (0.48%) JNCIP
9 2 (0.32%) (ISC)2 CCSP
9 2 (0.32%) CESG Certified Professional
9 2 (0.32%) DV Cleared
9 2 (0.32%) OCP
9 2 (0.32%) Oracle Certification
10 1 (0.16%) Microsoft Certification
10 1 (0.16%) RHCA
Quality Assurance & Compliance
1 52 (8.31%) QA
2 15 (2.40%) GRC
3 4 (0.64%) Accessibility
3 4 (0.64%) WCAG
4 3 (0.48%) GDPR
4 3 (0.48%) NIST
4 3 (0.48%) Sarbanes-Oxley
5 2 (0.32%) IASME
5 2 (0.32%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 351 (56.07%) Docker
2 42 (6.71%) Active Directory
3 37 (5.91%) VMware Infrastructure
4 17 (2.72%) Hyper-V
5 13 (2.08%) Virtual Machines
6 11 (1.76%) KVM
7 8 (1.28%) Ceph
7 8 (1.28%) VMware ESXi
8 7 (1.12%) LXC
8 7 (1.12%) Xen
9 5 (0.80%) Apache ZooKeeper
10 2 (0.32%) NFS
10 2 (0.32%) Oracle RAC
11 1 (0.16%) Apache Flume
11 1 (0.16%) iptables
11 1 (0.16%) OpenAM
11 1 (0.16%) Squid
11 1 (0.16%) Varnish
11 1 (0.16%) VMware Workstation
11 1 (0.16%) vSphere
Systems Management
1 456 (72.84%) Puppet
2 383 (61.18%) Terraform
3 382 (61.02%) Kubernetes
4 381 (60.86%) Ansible
5 118 (18.85%) Prometheus
6 57 (9.11%) Kibana
7 52 (8.31%) Docker Swarm
8 47 (7.51%) logstash
9 46 (7.35%) Istio
9 46 (7.35%) SCCM
10 43 (6.87%) Automic
10 43 (6.87%) Salt
11 42 (6.71%) Grafana
12 33 (5.27%) Consul
13 29 (4.63%) ZABBIX
14 26 (4.15%) HAProxy
15 17 (2.72%) Graphite
16 15 (2.40%) Opsgenie
16 15 (2.40%) Pingdom
17 11 (1.76%) Nagios
Vendors
1 90 (14.38%) Microsoft
2 84 (13.42%) Google
3 59 (9.42%) Splunk
4 53 (8.47%) VMware
5 33 (5.27%) Oracle
6 32 (5.11%) IBM
7 27 (4.31%) Red Hat
8 21 (3.35%) SaltStack
9 20 (3.19%) New Relic
10 17 (2.72%) Cisco
11 16 (2.56%) Nintex
12 11 (1.76%) AppDynamics
12 11 (1.76%) Dell
12 11 (1.76%) HP
12 11 (1.76%) Mellanox
12 11 (1.76%) SAP
12 11 (1.76%) Solarflare
12 11 (1.76%) Sun
12 11 (1.76%) Supermicro
13 10 (1.60%) Dynatrace