Period
to 24 May 2019

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 24 May 2019 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > London
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 139 156 150
Rank change year-on-year +17 -6 +18
Permanent jobs citing Opscode Chef 1,418 1,594 1,625
As % of all permanent IT jobs advertised in London 2.42% 2.30% 2.38%
As % of the Systems Management category 16.99% 20.34% 22.72%
Number of salaries quoted 1,047 1,312 1,384
London median annual salary £70,000 £70,000 £65,000
Median salary % change year-on-year - +7.69% +4.00%
10th Percentile £47,500 £47,500 £43,575
90th Percentile £102,500 £97,500 £92,500
England median annual salary £65,000 £60,000 £59,000
% change year-on-year +8.33% +1.69% +2.61%

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 8,347 7,838 7,153
As % of all permanent IT jobs advertised in London 14.22% 11.31% 10.46%
Number of salaries quoted 6,723 6,509 5,945
London median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% +4.35%
10th Percentile £40,000 £40,000 £36,250
90th Percentile £97,500 £93,750 £87,500
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

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 24 May 2019.

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 24 May 2019. 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 +34 303 £71,250 +1.79% 21
South London +7 23 £60,000 -7.69% 2
West London -1 10 £71,250 +18.75%
East London +21 9 £80,000 +56.10% 3
North London +16 7 £65,000 +4.00%
Opscode Chef
England

For the 6 months to 24 May 2019, 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 1,169 (82.44%) Puppet
2 1,088 (76.73%) Ansible
3 1,023 (72.14%) DevOps
4 957 (67.49%) Amazon AWS
5 807 (56.91%) Linux
6 775 (54.65%) Docker
7 695 (49.01%) Python
8 603 (42.52%) Agile Software Development
9 578 (40.76%) Jenkins
10 575 (40.55%) Microsoft Azure
11 494 (34.84%) Configuration Management
12 485 (34.20%) Kubernetes
13 484 (34.13%) Java
14 476 (33.57%) Terraform
15 401 (28.28%) Windows
16 390 (27.50%) Google Cloud Platform
17 358 (25.25%) Continuous Integration
18 329 (23.20%) Bash Shell
19 317 (22.36%) PowerShell
20 299 (21.09%) Finance
20 299 (21.09%) Infrastructure as Code
21 288 (20.31%) Ruby
22 279 (19.68%) Google
23 265 (18.69%) Git (software)
24 218 (15.37%) TeamCity
25 216 (15.23%) Microservices
26 211 (14.88%) JavaScript
27 205 (14.46%) Software Engineering
28 198 (13.96%) AWS CloudFormation
29 194 (13.68%) Salt

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
1 193 (13.61%) Apache
2 148 (10.44%) Tomcat
3 96 (6.77%) Apache Spark
4 59 (4.16%) Elasticsearch
5 47 (3.31%) OpenStack
6 41 (2.89%) nginx
7 32 (2.26%) Confluence
8 31 (2.19%) Apache Solr
9 30 (2.12%) IIS
10 27 (1.90%) WebLogic
11 22 (1.55%) Apache Pig
12 21 (1.48%) Cloud Foundry
12 21 (1.48%) WebSphere
13 17 (1.20%) Adobe Experience Manager
13 17 (1.20%) WordPress
14 14 (0.99%) JBoss
15 10 (0.71%) SharePoint
16 8 (0.56%) MS Exchange
17 7 (0.49%) GlassFish
18 6 (0.42%) CMS
Applications
1 11 (0.78%) Adobe Illustrator
1 11 (0.78%) Photoshop
1 11 (0.78%) Sketch
2 2 (0.14%) HipChat
2 2 (0.14%) SPSS
3 1 (0.071%) Chatbot
Business Applications
1 20 (1.41%) Payment Gateway
2 2 (0.14%) Magento
3 1 (0.071%) Distributed Ledger
3 1 (0.071%) SAP ERP
Cloud Services
1 957 (67.49%) Amazon AWS
2 575 (40.55%) Microsoft Azure
3 390 (27.50%) Google Cloud Platform
4 198 (13.96%) AWS CloudFormation
5 193 (13.61%) SaaS
6 106 (7.48%) GitHub
7 105 (7.40%) PaaS
8 101 (7.12%) IaaS
9 84 (5.92%) Amazon EC2
10 79 (5.57%) Serverless
11 75 (5.29%) Cloud Computing
12 69 (4.87%) OpenShift
13 66 (4.65%) Amazon CloudWatch
14 65 (4.58%) Amazon S3
15 58 (4.09%) AWS Lambda
16 55 (3.88%) IBM Cloud
17 42 (2.96%) npm
18 34 (2.40%) Office 365
18 34 (2.40%) Route 53
19 26 (1.83%) CloudBees
Communications & Networking
1 114 (8.04%) Firewall
2 82 (5.78%) DNS
3 77 (5.43%) TCP/IP
4 69 (4.87%) HTTP
5 42 (2.96%) WAN
6 38 (2.68%) SSL
7 37 (2.61%) LAN
8 35 (2.47%) SAN
9 33 (2.33%) Network Security
10 20 (1.41%) iSCSI
11 18 (1.27%) VLAN
11 18 (1.27%) VPN
12 14 (0.99%) Wireless
13 12 (0.85%) Intrusion Detection
13 12 (0.85%) Software-Defined Networking
13 12 (0.85%) WLAN
14 10 (0.71%) Internet
15 9 (0.63%) DHCP
16 8 (0.56%) NAS
17 6 (0.42%) VSAN
Database & Business Intelligence
1 113 (7.97%) MySQL
2 109 (7.69%) SQL Server
3 91 (6.42%) MongoDB
4 78 (5.50%) Big Data
5 77 (5.43%) PostgreSQL
6 65 (4.58%) Hadoop
7 64 (4.51%) Amazon RDS
7 64 (4.51%) NoSQL
8 53 (3.74%) Relational Database
9 43 (3.03%) Apache Cassandra
10 29 (2.05%) SQL Server 2016
11 28 (1.97%) Amazon DynamoDB
12 27 (1.90%) Redis
13 22 (1.55%) Amazon Redshift
14 21 (1.48%) SQL Server 2012
15 20 (1.41%) RDBMS
16 19 (1.34%) Blockchain
17 18 (1.27%) Azure SQL Database
18 14 (0.99%) Data Lake
18 14 (0.99%) SQL Server 2008
Development Applications
1 578 (40.76%) Jenkins
2 265 (18.69%) Git (software)
3 218 (15.37%) TeamCity
4 188 (13.26%) Atlassian Bamboo
5 161 (11.35%) Octopus Deploy
6 121 (8.53%) JIRA
7 119 (8.39%) Maven
8 118 (8.32%) Selenium
9 99 (6.98%) Team Foundation Server
10 94 (6.63%) Travis CI
11 78 (5.50%) Subversion
12 77 (5.43%) Vagrant
13 73 (5.15%) GoCD
14 66 (4.65%) Gradle
15 64 (4.51%) IBM UrbanCode
16 52 (3.67%) gulp
17 45 (3.17%) GitLab
18 44 (3.10%) Ant
19 39 (2.75%) Bitbucket
19 39 (2.75%) Hudson
General
1 299 (21.09%) Finance
2 93 (6.56%) Banking
3 70 (4.94%) Retail
4 41 (2.89%) Law
5 33 (2.33%) Legal
6 29 (2.05%) Games
7 19 (1.34%) Financial Institution
7 19 (1.34%) Marketing
8 18 (1.27%) Telecoms
9 10 (0.71%) Publishing
10 9 (0.63%) Investment Banking
11 7 (0.49%) Billing
12 6 (0.42%) Back Office
12 6 (0.42%) Front Office
13 5 (0.35%) Pharmaceutical
14 4 (0.28%) Digital Economy
14 4 (0.28%) Online Betting
15 3 (0.21%) Private Banking
16 2 (0.14%) Advertising
16 2 (0.14%) Manufacturing
Job Titles
1 498 (35.12%) DevOps Engineer
2 201 (14.17%) Developer
3 188 (13.26%) AWS Engineer
4 176 (12.41%) Cloud Engineer
5 148 (10.44%) AWS DevOps
6 130 (9.17%) Senior DevOps
7 124 (8.74%) Java Developer
8 115 (8.11%) AWS DevOps Engineer
9 109 (7.69%) Linux Engineer
10 105 (7.40%) Consultant
11 93 (6.56%) Linux/Unix DevOps
12 86 (6.06%) Architect
13 82 (5.78%) Senior DevOps Engineer
14 76 (5.36%) Senior Developer
15 67 (4.72%) DevOps Consultant
16 65 (4.58%) Infrastructure Engineer
16 65 (4.58%) Software Engineer
17 63 (4.44%) Linux DevOps Engineer
18 56 (3.95%) Senior Java Developer
18 56 (3.95%) Support Engineer
Libraries, Frameworks & Software Standards
1 183 (12.91%) Web Services
2 154 (10.86%) Node.js
3 142 (10.01%) Elastic Stack
4 115 (8.11%) .NET
5 100 (7.05%) AngularJS
6 78 (5.50%) HTML
7 71 (5.01%) Spring
8 68 (4.80%) Kafka
9 67 (4.72%) REST
10 63 (4.44%) CSS
10 63 (4.44%) Java EE
11 57 (4.02%) React
12 51 (3.60%) RESTful
13 40 (2.82%) RabbitMQ
14 38 (2.68%) JSON
15 37 (2.61%) Spring Boot
16 36 (2.54%) J2EE
17 32 (2.26%) LAMP
18 27 (1.90%) Hibernate
19 22 (1.55%) Vue.js
Miscellaneous
1 189 (13.33%) Public Cloud
2 138 (9.73%) Data Centre
3 101 (7.12%) Fintech
4 63 (4.44%) Greenfield Project
5 61 (4.30%) Hybrid Cloud
6 57 (4.02%) Self-Motivation
7 52 (3.67%) Mobile App
8 51 (3.60%) Cloud Native
9 48 (3.39%) Linux Command Line
10 42 (2.96%) Analytical Skills
11 33 (2.33%) Enterprise Software
12 28 (1.97%) Algorithms
12 28 (1.97%) Hedge funds
13 27 (1.90%) PlayStation
14 26 (1.83%) User Experience
15 22 (1.55%) Private Cloud
16 21 (1.48%) Blog
17 17 (1.20%) Management Information System
18 14 (0.99%) Replication
18 14 (0.99%) Social Media
Operating Systems
1 807 (56.91%) Linux
2 401 (28.28%) Windows
3 188 (13.26%) Unix
4 112 (7.90%) Windows Server
5 92 (6.49%) CentOS
5 92 (6.49%) Ubuntu
6 64 (4.51%) Red Hat Enterprise Linux
7 33 (2.33%) CoreOS
8 32 (2.26%) Android
9 27 (1.90%) Mesosphere
10 23 (1.62%) Apple iOS
11 21 (1.48%) Debian
12 20 (1.41%) Fedora
12 20 (1.41%) SUSE
13 15 (1.06%) openSUSE
14 13 (0.92%) Windows Server 2008
15 12 (0.85%) FreeBSD
16 11 (0.78%) DC/OS
17 9 (0.63%) AIX
18 8 (0.56%) Windows Server 2012
Processes & Methodologies
1 1,023 (72.14%) DevOps
2 603 (42.52%) Agile Software Development
3 494 (34.84%) Configuration Management
4 358 (25.25%) Continuous Integration
5 299 (21.09%) Infrastructure as Code
6 216 (15.23%) Microservices
7 205 (14.46%) Software Engineering
8 193 (13.61%) Continuous Delivery
9 178 (12.55%) Open Source
10 163 (11.50%) Scrum
11 154 (10.86%) Test Automation
12 145 (10.23%) Mentoring
13 130 (9.17%) Deployment Automation
14 117 (8.25%) Infrastructure Engineering
15 116 (8.18%) TDD
16 115 (8.11%) Stakeholder Management
17 114 (8.04%) Problem-Solving
18 113 (7.97%) Continuous Deployment
19 106 (7.48%) SDLC
20 104 (7.33%) Presales
Programming Languages
1 695 (49.01%) Python
2 484 (34.13%) Java
3 329 (23.20%) Bash Shell
4 317 (22.36%) PowerShell
5 288 (20.31%) Ruby
6 211 (14.88%) JavaScript
7 192 (13.54%) SQL
8 148 (10.44%) Perl
9 133 (9.38%) Go
10 119 (8.39%) C#
11 88 (6.21%) PHP
12 65 (4.58%) Shell Script
13 58 (4.09%) C++
14 53 (3.74%) C
15 52 (3.67%) TypeScript
16 39 (2.75%) Scala
17 35 (2.47%) Objective-C
18 32 (2.26%) Groovy
19 13 (0.92%) Java 8
19 13 (0.92%) Kotlin
Qualifications
1 125 (8.82%) Degree
2 47 (3.31%) Computer Science Degree
3 44 (3.10%) Security Cleared
4 35 (2.47%) SC Cleared
5 27 (1.90%) AWS Certification
6 20 (1.41%) Microsoft Certification
6 20 (1.41%) RHCE
7 18 (1.27%) CCNA
7 18 (1.27%) Cisco Certification
8 16 (1.13%) Master's Degree
8 16 (1.13%) Numerate Degree
9 14 (0.99%) CISSP
9 14 (0.99%) TOGAF Certification
10 13 (0.92%) DV Cleared
10 13 (0.92%) MCSE
11 11 (0.78%) BPSS Clearance
12 6 (0.42%) VCP5
12 6 (0.42%) VCP6
12 6 (0.42%) VMware Certified Professional (VCP)
13 4 (0.28%) CCNP
Quality Assurance & Compliance
1 70 (4.94%) QA
2 38 (2.68%) GDPR
3 35 (2.47%) Cyber Essentials
3 35 (2.47%) HIPAA
3 35 (2.47%) ISO/IEC 27001
4 15 (1.06%) SLA
5 11 (0.78%) ISO/IEC 20000
6 4 (0.28%) Data Quality
7 2 (0.14%) PCI DSS
8 1 (0.071%) COBIT
8 1 (0.071%) PSD2
System Software
1 775 (54.65%) Docker
2 102 (7.19%) Active Directory
3 92 (6.49%) VMware Infrastructure
4 58 (4.09%) Virtual Machines
5 55 (3.88%) Hyper-V
6 15 (1.06%) vSphere
7 13 (0.92%) Oracle RAC
8 10 (0.71%) DFS Replication
9 9 (0.63%) Varnish
10 7 (0.49%) Apache ZooKeeper
10 7 (0.49%) vCloud
11 6 (0.42%) KVM
12 5 (0.35%) NFS
12 5 (0.35%) VirtualBox
13 4 (0.28%) Samba
13 4 (0.28%) VMware ESXi
13 4 (0.28%) Xen
13 4 (0.28%) XenApp
13 4 (0.28%) XenDesktop
14 3 (0.21%) pfSense
Systems Management
1 1,169 (82.44%) Puppet
2 1,088 (76.73%) Ansible
3 485 (34.20%) Kubernetes
4 476 (33.57%) Terraform
5 194 (13.68%) Salt
6 104 (7.33%) Prometheus
7 95 (6.70%) Nagios
8 93 (6.56%) Consul
9 66 (4.65%) Packer
10 54 (3.81%) Automic
11 47 (3.31%) Rundeck
12 42 (2.96%) Docker Swarm
12 42 (2.96%) SCOM
13 36 (2.54%) Graphite
14 32 (2.26%) Icinga
15 24 (1.69%) Grafana
16 20 (1.41%) HAProxy
17 19 (1.34%) Mesos
18 18 (1.27%) ZABBIX
19 14 (0.99%) Microsoft Intune
Vendors
1 279 (19.68%) Google
2 161 (11.35%) Microsoft
2 161 (11.35%) Splunk
3 118 (8.32%) Oracle
4 110 (7.76%) VMware
5 101 (7.12%) Red Hat
6 82 (5.78%) SaltStack
7 60 (4.23%) IBM
8 58 (4.09%) AppDynamics
9 40 (2.82%) Atlassian
10 34 (2.40%) Cisco
11 33 (2.33%) New Relic
11 33 (2.33%) ServiceNow
12 28 (1.97%) RedGate
13 27 (1.90%) Citrix
14 26 (1.83%) Delphix
14 26 (1.83%) XebiaLabs
15 25 (1.76%) WorldPay
16 21 (1.48%) SolarWinds
17 20 (1.41%) Apple