Period
to 16 February 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 16 February 2020 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > London
6 months to
16 Feb 2020
Same period 2019 Same period 2018
Rank 198 145 153
Rank change year-on-year -53 +8 -34
Permanent jobs citing Opscode Chef 886 1,513 1,642
As % of all permanent IT jobs advertised in London 1.76% 2.42% 2.34%
As % of the Systems Management category 11.18% 18.10% 22.15%
Number of salaries quoted 622 1,077 1,386
London median annual salary £75,000 £70,000 £67,500
Median salary % change year-on-year +7.14% +3.70% +3.85%
10th Percentile £51,325 £45,000 £47,500
90th Percentile £106,125 £95,000 £100,000
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 7,928 8,358 7,413
As % of all permanent IT jobs advertised in London 15.76% 13.37% 10.58%
Number of salaries quoted 6,146 6,710 6,237
London median annual salary £70,000 £67,500 £62,500
Median salary % change year-on-year +3.70% +8.00% +4.17%
10th Percentile £40,000 £38,500 £37,500
90th Percentile £102,500 £95,000 £90,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

Opscode Chef
Job Vacancy Trend in London

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

Job vacancy trend for Opscode Chef in London

Opscode Chef
Salary Trend in London

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

Salary trend for Opscode Chef in London

Opscode Chef
Salary Histogram in London

The salary distribution of IT jobs citing Opscode Chef in London over the 6 months to 16 February 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 16 February 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 -38 180 £77,500 +10.71% 32
West London +26 32 £80,000 +18.52% 6
South London -8 18 £57,500 -17.86% 3
East London +10 9 £52,000 -28.28% 11
Opscode Chef
England

For the 6 months to 16 February 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.

1 707 (79.80%) Puppet
2 685 (77.31%) Ansible
3 669 (75.51%) DevOps
4 591 (66.70%) AWS
5 476 (53.72%) Python
6 462 (52.14%) Linux
7 456 (51.47%) Docker
8 424 (47.86%) Terraform
9 401 (45.26%) Kubernetes
10 371 (41.87%) Azure
11 355 (40.07%) Agile Software Development
12 348 (39.28%) Jenkins
13 327 (36.91%) Java
14 246 (27.77%) Configuration Management
15 240 (27.09%) Infrastructure as Code
16 228 (25.73%) GCP
17 226 (25.51%) PowerShell
18 210 (23.70%) Bash Shell
18 210 (23.70%) Windows
19 209 (23.59%) Continuous Integration
20 194 (21.90%) Ruby
21 193 (21.78%) Finance
22 162 (18.28%) AWS CloudFormation
23 153 (17.27%) Git (software)
24 148 (16.70%) Go
25 146 (16.48%) Salt
26 145 (16.37%) TeamCity
27 138 (15.58%) JavaScript
28 119 (13.43%) Web Services
29 114 (12.87%) 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 82 (9.26%) IIS
2 56 (6.32%) Tomcat
3 46 (5.19%) Apache
4 39 (4.40%) nginx
5 38 (4.29%) Confluence
6 32 (3.61%) Elasticsearch
7 29 (3.27%) CMS
8 23 (2.60%) Adobe Experience Manager
9 17 (1.92%) OpenStack
10 15 (1.69%) Apache Spark
10 15 (1.69%) Headless CMS
11 11 (1.24%) Cloud Foundry
12 10 (1.13%) Apache Airflow
13 6 (0.68%) JBoss
13 6 (0.68%) WebSphere
14 5 (0.56%) WordPress
15 3 (0.34%) Apache Solr
15 3 (0.34%) Luigi
16 2 (0.23%) Kentico
16 2 (0.23%) Sitecore CMS
Applications
1 2 (0.23%) Microsoft Office
Business Applications
1 13 (1.47%) Payment Gateway
2 2 (0.23%) Magento
2 2 (0.23%) Shopify
Cloud Services
1 591 (66.70%) AWS
2 371 (41.87%) Azure
3 228 (25.73%) GCP
4 162 (18.28%) AWS CloudFormation
5 112 (12.64%) PaaS
6 99 (11.17%) IaaS
7 98 (11.06%) SaaS
8 74 (8.35%) Cloud Computing
9 72 (8.13%) Serverless
10 53 (5.98%) Amazon EC2
11 47 (5.30%) OpenShift
12 40 (4.51%) Amazon S3
13 36 (4.06%) Amazon CloudWatch
14 35 (3.95%) GitHub
15 34 (3.84%) AWS Lambda
16 33 (3.72%) Virtual Private Cloud
17 31 (3.50%) Amazon ECS
18 25 (2.82%) Datadog
19 24 (2.71%) Amazon EKS
20 22 (2.48%) CloudBees
Communications & Networking
1 90 (10.16%) Firewall
2 52 (5.87%) DNS
3 44 (4.97%) TCP/IP
4 22 (2.48%) Internet
4 22 (2.48%) VPN
5 18 (2.03%) SSL
6 14 (1.58%) SMTP
7 8 (0.90%) SAN
8 6 (0.68%) Network Security
9 5 (0.56%) DHCP
9 5 (0.56%) NAS
9 5 (0.56%) Wireshark
10 4 (0.45%) DSL
10 4 (0.45%) WAN
11 3 (0.34%) Cisco ASA
11 3 (0.34%) HTTP
11 3 (0.34%) HTTPS
11 3 (0.34%) LAN
11 3 (0.34%) Reverse Proxy
11 3 (0.34%) Wireless
Database & Business Intelligence
1 76 (8.58%) SQL Server
2 51 (5.76%) PostgreSQL
3 49 (5.53%) Big Data
4 41 (4.63%) MySQL
5 32 (3.61%) Relational Database
6 31 (3.50%) Hadoop
7 29 (3.27%) Amazon RDS
8 25 (2.82%) RDBMS
9 21 (2.37%) NoSQL
10 17 (1.92%) Data Warehouse
11 16 (1.81%) Redis
12 14 (1.58%) Apache Cassandra
13 12 (1.35%) Amazon DynamoDB
14 11 (1.24%) MongoDB
14 11 (1.24%) Snowflake Schema
15 9 (1.02%) Oracle Exadata
16 8 (0.90%) SAP HANA
16 8 (0.90%) SQL Server 2016
17 7 (0.79%) Azure SQL Data Warehouse
18 6 (0.68%) Hazelcast
Development Applications
1 348 (39.28%) Jenkins
2 153 (17.27%) Git (software)
3 145 (16.37%) TeamCity
4 98 (11.06%) Octopus Deploy
5 84 (9.48%) Atlassian Bamboo
6 74 (8.35%) JIRA
7 60 (6.77%) Team Foundation Server
8 59 (6.66%) Maven
9 53 (5.98%) Vagrant
10 52 (5.87%) GitLab
11 50 (5.64%) Travis CI
12 49 (5.53%) Visual Studio Team System
13 45 (5.08%) IBM UrbanCode
14 40 (4.51%) CircleCI
15 39 (4.40%) Bitbucket
16 32 (3.61%) Gradle
16 32 (3.61%) Selenium
17 31 (3.50%) SonarQube
18 29 (3.27%) Ant
19 26 (2.93%) JUnit
General
1 193 (21.78%) Finance
2 96 (10.84%) Banking
3 29 (3.27%) Games
4 19 (2.14%) Law
5 17 (1.92%) Public Sector
6 16 (1.81%) Back Office
7 10 (1.13%) Billing
7 10 (1.13%) Retail Banking
8 7 (0.79%) Investment Banking
9 6 (0.68%) Advertising
9 6 (0.68%) Front Office
9 6 (0.68%) Legal
9 6 (0.68%) Marketing
10 5 (0.56%) Publishing
11 4 (0.45%) Retail
11 4 (0.45%) Telecoms
12 1 (0.11%) Military
12 1 (0.11%) Music Industry
Job Titles
1 426 (48.08%) DevOps Engineer
2 99 (11.17%) Senior DevOps
3 98 (11.06%) AWS Engineer
4 91 (10.27%) Senior DevOps Engineer
5 86 (9.71%) Cloud Engineer
6 70 (7.90%) Platform Engineer
7 62 (7.00%) Developer
8 61 (6.88%) Architect
9 52 (5.87%) Software Engineer
10 44 (4.97%) AWS DevOps
11 43 (4.85%) Consultant
12 42 (4.74%) Kubernetes Engineer
13 41 (4.63%) Java Engineer
14 40 (4.51%) Azure Engineer
15 39 (4.40%) AWS DevOps Engineer
15 39 (4.40%) Java Software Engineer
16 34 (3.84%) Java Developer
17 32 (3.61%) Cloud Architect
18 28 (3.16%) Azure Architect
18 28 (3.16%) Lead DevOps
Libraries, Frameworks & Software Standards
1 119 (13.43%) Web Services
2 83 (9.37%) Elastic Stack
3 70 (7.90%) Node.js
4 65 (7.34%) .NET
5 50 (5.64%) J2EE
6 38 (4.29%) RabbitMQ
7 34 (3.84%) Kafka
8 33 (3.72%) JSON
9 31 (3.50%) REST
10 28 (3.16%) LAMP
11 26 (2.93%) React
12 25 (2.82%) HTML
12 25 (2.82%) Middleware
13 23 (2.60%) CSS
13 23 (2.60%) SAML
14 15 (1.69%) Spring
14 15 (1.69%) Spring Boot
14 15 (1.69%) Spring Integration
15 13 (1.47%) Akka
16 12 (1.35%) YAML
Miscellaneous
1 91 (10.27%) Public Cloud
2 48 (5.42%) Cloud Native
3 47 (5.30%) Data Centre
4 37 (4.18%) Hybrid Cloud
5 34 (3.84%) Mobile App
5 34 (3.84%) Self-Motivation
6 27 (3.05%) Analytical Skills
6 27 (3.05%) Linux Command Line
7 26 (2.93%) Virtual Team
8 21 (2.37%) Greenfield Project
8 21 (2.37%) PlayStation
9 20 (2.26%) Mobile Banking
9 20 (2.26%) Reinsurance
10 18 (2.03%) Distributed Denial-of-Service
11 16 (1.81%) Social Network
12 15 (1.69%) Enterprise Software
12 15 (1.69%) iPad
13 14 (1.58%) Clustering
14 10 (1.13%) Video Conferencing
15 9 (1.02%) Data Structures
Operating Systems
1 462 (52.14%) Linux
2 210 (23.70%) Windows
3 84 (9.48%) Unix
4 39 (4.40%) Windows Server
5 36 (4.06%) CentOS
6 28 (3.16%) Red Hat Enterprise Linux
6 28 (3.16%) Ubuntu
7 21 (2.37%) Mesosphere
8 13 (1.47%) Android
8 13 (1.47%) Apple iOS
9 12 (1.35%) CoreOS
10 10 (1.13%) Windows Server 2008
11 9 (1.02%) VMS
11 9 (1.02%) zOS
12 6 (0.68%) Windows Server 2012
13 5 (0.56%) Solaris
14 4 (0.45%) Debian
14 4 (0.45%) Oracle Linux
15 3 (0.34%) Fedora
16 2 (0.23%) SUSE
Processes & Methodologies
1 669 (75.51%) DevOps
2 355 (40.07%) Agile Software Development
3 246 (27.77%) Configuration Management
4 240 (27.09%) Infrastructure as Code
5 209 (23.59%) Continuous Integration
6 114 (12.87%) Continuous Delivery
7 113 (12.75%) Migration
8 107 (12.08%) SDLC
9 102 (11.51%) Open Source
10 99 (11.17%) Problem-Solving
11 94 (10.61%) Software Engineering
12 93 (10.50%) Microservices
13 91 (10.27%) Test Automation
14 88 (9.93%) Infrastructure Automation
15 81 (9.14%) Deployment Automation
16 77 (8.69%) Mentoring
17 76 (8.58%) Infrastructure Engineering
18 72 (8.13%) Continuous Deployment
18 72 (8.13%) High Availability
18 72 (8.13%) Scrum
Programming Languages
1 476 (53.72%) Python
2 327 (36.91%) Java
3 226 (25.51%) PowerShell
4 210 (23.70%) Bash Shell
5 194 (21.90%) Ruby
6 148 (16.70%) Go
7 138 (15.58%) JavaScript
8 97 (10.95%) C#
9 87 (9.82%) SQL
10 78 (8.80%) Perl
11 55 (6.21%) Scala
12 53 (5.98%) Shell Script
13 48 (5.42%) C++
14 42 (4.74%) Groovy
15 30 (3.39%) C
16 26 (2.93%) T-SQL
17 17 (1.92%) PHP
18 15 (1.69%) Java 8
18 15 (1.69%) Kotlin
19 7 (0.79%) Erlang
Qualifications
1 73 (8.24%) Degree
2 35 (3.95%) Computer Science Degree
3 17 (1.92%) AWS Certification
4 14 (1.58%) Microsoft Certification
5 8 (0.90%) MCSA
6 6 (0.68%) Cisco Certification
7 5 (0.56%) MCP
8 4 (0.45%) CCNA
8 4 (0.45%) CCNP
8 4 (0.45%) Security Cleared
9 3 (0.34%) CCIE
9 3 (0.34%) ITIL Certification
9 3 (0.34%) SC Cleared
9 3 (0.34%) Six Sigma Black Belt
10 2 (0.23%) MCSE
10 2 (0.23%) RHCE
11 1 (0.11%) JNCIP
11 1 (0.11%) JNCIS
11 1 (0.11%) MCITP
11 1 (0.11%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 16 (1.81%) Data Quality
2 13 (1.47%) QA
3 8 (0.90%) NIST
4 6 (0.68%) Sarbanes-Oxley
5 5 (0.56%) PCI DSS
6 3 (0.34%) GDPR
6 3 (0.34%) SLA
7 2 (0.23%) ISO/IEC 27001
System Software
1 456 (51.47%) Docker
2 41 (4.63%) Active Directory
3 40 (4.51%) VMware Infrastructure
4 37 (4.18%) Hyper-V
5 33 (3.72%) Virtual Machines
6 12 (1.35%) Xen
7 8 (0.90%) Oracle RAC
8 6 (0.68%) GridGain
8 6 (0.68%) VMware Workstation
9 4 (0.45%) Apache ZooKeeper
9 4 (0.45%) Firmware
10 3 (0.34%) KVM
10 3 (0.34%) VMware ESXi
10 3 (0.34%) vSphere
11 2 (0.23%) etcd
11 2 (0.23%) LXC
11 2 (0.23%) NFS
11 2 (0.23%) Postfix
11 2 (0.23%) XenApp
12 1 (0.11%) VMware NSX
Systems Management
1 707 (79.80%) Puppet
2 685 (77.31%) Ansible
3 424 (47.86%) Terraform
4 401 (45.26%) Kubernetes
5 146 (16.48%) Salt
6 69 (7.79%) Prometheus
7 60 (6.77%) Consul
8 49 (5.53%) Istio
9 46 (5.19%) Packer
10 43 (4.85%) Rancher
11 40 (4.51%) Grafana
12 37 (4.18%) Docker Swarm
13 32 (3.61%) Nagios
14 30 (3.39%) Tivoli
15 26 (2.93%) Graphite
15 26 (2.93%) SCCM
16 24 (2.71%) Automic
16 24 (2.71%) ZABBIX
17 20 (2.26%) Kibana
17 20 (2.26%) Opsview
Vendors
1 114 (12.87%) Microsoft
2 99 (11.17%) Google
3 97 (10.95%) Splunk
4 65 (7.34%) VMware
5 60 (6.77%) Oracle
6 50 (5.64%) IBM
7 38 (4.29%) Citrix
8 36 (4.06%) WorldPay
9 35 (3.95%) MuleSoft
10 34 (3.84%) AppDynamics
11 31 (3.50%) Red Hat
12 27 (3.05%) CyberArk
12 27 (3.05%) Dynatrace
13 24 (2.71%) Atlassian
14 23 (2.60%) Adobe
15 20 (2.26%) SAP
16 19 (2.14%) SaltStack
17 16 (1.81%) New Relic
17 16 (1.81%) PagerDuty
17 16 (1.81%) ServiceNow