Period
to 22 January 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 22 January 2019 with a comparison to the same period in the previous 2 years.

Opscode Chef
England > London
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 140 156 106
Rank change year-on-year +16 -50 +96
Permanent jobs citing Opscode Chef 1,546 1,598 1,968
As % of all permanent IT jobs advertised in London 2.45% 2.29% 2.82%
As % of the Systems Management category 18.44% 22.08% 27.57%
Number of salaries quoted 1,104 1,343 1,699
London median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +4.00%
10th Percentile £43,750 £48,350 £41,250
90th Percentile £95,000 £100,000 £92,500
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +4.35%

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 8,384 7,237 7,137
As % of all permanent IT jobs advertised in London 13.28% 10.36% 10.22%
Number of salaries quoted 6,717 6,084 6,076
London median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% +9.09%
10th Percentile £37,575 £37,500 £36,000
90th Percentile £95,000 £90,000 £86,250
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +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 22 January 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 22 January 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 +43 329 £70,000 - 73
South London +19 36 £70,000 +7.69% 3
West London -19 27 £62,500 -3.85% 30
East London +10 12 £72,500 -3.33% 13
North London +12 1 £75,000 +20.00% 1
Opscode Chef
England

For the 6 months to 22 January 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 1,286 (83.18%) Puppet
2 1,182 (76.46%) Ansible
3 1,130 (73.09%) DevOps
4 982 (63.52%) Amazon AWS
5 913 (59.06%) Linux
6 794 (51.36%) Python
7 762 (49.29%) Docker
8 695 (44.95%) Jenkins
9 630 (40.75%) Microsoft Azure
10 619 (40.04%) Agile Software Development
11 555 (35.90%) Configuration Management
12 510 (32.99%) Java
13 508 (32.86%) Terraform
14 491 (31.76%) Windows
15 488 (31.57%) Kubernetes
16 459 (29.69%) Continuous Integration
17 398 (25.74%) Bash Shell
18 384 (24.84%) Git (software)
19 379 (24.51%) PowerShell
20 353 (22.83%) SQL
21 345 (22.32%) Finance
22 325 (21.02%) Ruby
23 308 (19.92%) Google Cloud Platform
24 273 (17.66%) JavaScript
25 250 (16.17%) Apache
25 250 (16.17%) Microservices
26 245 (15.85%) Red Hat
27 231 (14.94%) TeamCity
28 223 (14.42%) Google
29 222 (14.36%) 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
1 250 (16.17%) Apache
2 181 (11.71%) Tomcat
3 93 (6.02%) nginx
4 69 (4.46%) Elasticsearch
5 61 (3.95%) Confluence
6 58 (3.75%) Apache Spark
7 48 (3.10%) WebSphere
8 42 (2.72%) OpenStack
9 40 (2.59%) Apache Solr
9 40 (2.59%) IIS
10 33 (2.13%) GlassFish
11 30 (1.94%) WordPress
12 26 (1.68%) JBoss
13 21 (1.36%) Adobe Experience Manager
14 18 (1.16%) Cloud Foundry
15 14 (0.91%) WebLogic
16 13 (0.84%) MS Exchange
17 12 (0.78%) Hyperledger
18 11 (0.71%) CMS
19 9 (0.58%) SharePoint
Applications
1 6 (0.39%) Microsoft Office
1 6 (0.39%) Snapchat
2 4 (0.26%) Photoshop
3 2 (0.13%) Acrobat
3 2 (0.13%) Adobe Illustrator
3 2 (0.13%) Microsoft PowerPoint
3 2 (0.13%) MS Visio
3 2 (0.13%) SPSS
4 1 (0.065%) Adobe Premiere
4 1 (0.065%) Microsoft Excel
Business Applications
1 13 (0.84%) Distributed Ledger
2 10 (0.65%) Payment Gateway
3 2 (0.13%) Magento
4 1 (0.065%) Rolfe and Nolan
Cloud Services
1 982 (63.52%) Amazon AWS
2 630 (40.75%) Microsoft Azure
3 308 (19.92%) Google Cloud Platform
4 204 (13.20%) SaaS
5 192 (12.42%) AWS CloudFormation
6 102 (6.60%) IaaS
7 101 (6.53%) Amazon EC2
7 101 (6.53%) PaaS
8 99 (6.40%) GitHub
9 77 (4.98%) Cloud Computing
10 74 (4.79%) Amazon S3
11 63 (4.08%) Serverless
12 62 (4.01%) OpenShift
13 47 (3.04%) Amazon ELB
14 46 (2.98%) AWS Lambda
15 45 (2.91%) Virtual Private Cloud
16 40 (2.59%) Amazon CloudWatch
17 35 (2.26%) Route 53
18 30 (1.94%) Office 365
19 27 (1.75%) Azure Active Directory
Communications & Networking
1 161 (10.41%) DNS
2 130 (8.41%) Firewall
3 103 (6.66%) TCP/IP
4 73 (4.72%) HTTP
5 53 (3.43%) SAN
6 46 (2.98%) WAN
7 44 (2.85%) VPN
8 40 (2.59%) SSL
9 32 (2.07%) Internet
10 31 (2.01%) LAN
11 30 (1.94%) VLAN
12 29 (1.88%) iSCSI
13 21 (1.36%) Network Security
14 18 (1.16%) NAS
15 14 (0.91%) BIG-IP
16 11 (0.71%) DHCP
16 11 (0.71%) OpenVPN
16 11 (0.71%) OPNsense
17 9 (0.58%) PCoIP
18 8 (0.52%) Peer-to-Peer Networking
Database & Business Intelligence
1 189 (12.23%) SQL Server
2 182 (11.77%) MySQL
3 125 (8.09%) NoSQL
4 118 (7.63%) PostgreSQL
5 110 (7.12%) MongoDB
6 88 (5.69%) Relational Database
7 71 (4.59%) Big Data
8 69 (4.46%) Amazon RDS
9 60 (3.88%) Hadoop
9 60 (3.88%) Redis
10 58 (3.75%) Apache Cassandra
11 45 (2.91%) SQL Server 2016
12 43 (2.78%) Blockchain
13 42 (2.72%) Azure SQL Database
14 36 (2.33%) Oracle Database
15 28 (1.81%) Cosmos DB
16 26 (1.68%) Data Warehouse
16 26 (1.68%) MariaDB
17 23 (1.49%) RDBMS
18 21 (1.36%) Data Lake
Development Applications
1 695 (44.95%) Jenkins
2 384 (24.84%) Git (software)
3 231 (14.94%) TeamCity
4 210 (13.58%) Atlassian Bamboo
5 187 (12.10%) Octopus Deploy
6 168 (10.87%) Maven
7 163 (10.54%) JIRA
8 149 (9.64%) Subversion
9 126 (8.15%) Team Foundation Server
10 120 (7.76%) Vagrant
11 100 (6.47%) Selenium
12 74 (4.79%) Travis CI
13 66 (4.27%) GoCD
14 61 (3.95%) Bitbucket
15 53 (3.43%) Gradle
15 53 (3.43%) IBM UrbanCode
16 50 (3.23%) Sonatype Nexus
17 44 (2.85%) Hudson
18 41 (2.65%) SonarQube
19 40 (2.59%) Visual Studio
General
1 345 (22.32%) Finance
2 87 (5.63%) Banking
3 46 (2.98%) Games
4 43 (2.78%) Retail
5 32 (2.07%) Marketing
6 28 (1.81%) Law
7 25 (1.62%) Legal
8 21 (1.36%) Investment Banking
8 21 (1.36%) Telecoms
9 15 (0.97%) Financial Institution
10 14 (0.91%) Advertising
11 10 (0.65%) Publishing
12 6 (0.39%) Online Betting
13 3 (0.19%) Front Office
13 3 (0.19%) Pharmaceutical
14 2 (0.13%) Military
15 1 (0.065%) Electronics
15 1 (0.065%) French Language
15 1 (0.065%) Music Industry
15 1 (0.065%) Retail Banking
Job Titles
1 543 (35.12%) DevOps Engineer
2 219 (14.17%) Developer
3 145 (9.38%) Cloud Engineer
3 145 (9.38%) Senior DevOps
4 137 (8.86%) AWS DevOps
5 135 (8.73%) AWS Engineer
6 126 (8.15%) Consultant
7 115 (7.44%) Linux Engineer
8 111 (7.18%) Linux/Unix DevOps
9 98 (6.34%) Java Developer
10 93 (6.02%) Administrator
11 92 (5.95%) AWS DevOps Engineer
12 91 (5.89%) Senior DevOps Engineer
13 90 (5.82%) Architect
14 77 (4.98%) Systems Administrator
15 74 (4.79%) Infrastructure Engineer
16 73 (4.72%) Support Engineer
17 69 (4.46%) Linux DevOps Engineer
18 63 (4.08%) DevOps Consultant
18 63 (4.08%) Lead DevOps
Libraries, Frameworks & Software Standards
1 215 (13.91%) Web Services
2 147 (9.51%) .NET
3 143 (9.25%) AngularJS
4 115 (7.44%) Elastic Stack
5 102 (6.60%) Node.js
6 92 (5.95%) HTML
7 87 (5.63%) CSS
8 86 (5.56%) React
9 81 (5.24%) Spring
10 78 (5.05%) LAMP
11 69 (4.46%) RabbitMQ
12 64 (4.14%) Kafka
13 55 (3.56%) Java EE
14 54 (3.49%) LEMP Stack
14 54 (3.49%) REST
15 48 (3.10%) J2EE
16 43 (2.78%) ASP.NET
17 37 (2.39%) Hibernate
17 37 (2.39%) RESTful
18 32 (2.07%) Spring Boot
Miscellaneous
1 157 (10.16%) Fintech
2 110 (7.12%) Public Cloud
3 82 (5.30%) Linux Command Line
4 81 (5.24%) Data Centre
5 75 (4.85%) Greenfield Project
6 71 (4.59%) Analytical Skills
7 52 (3.36%) Self-Motivation
8 50 (3.23%) Hybrid Cloud
9 45 (2.91%) Hedge funds
10 42 (2.72%) Cloud Native
11 35 (2.26%) Enterprise Software
12 34 (2.20%) Clustering
13 32 (2.07%) Mobile App
14 28 (1.81%) Blog
14 28 (1.81%) Replication
15 26 (1.68%) User Experience
16 25 (1.62%) Management Information System
16 25 (1.62%) PlayStation
17 23 (1.49%) Algorithms
17 23 (1.49%) CMDB
Operating Systems
1 913 (59.06%) Linux
2 491 (31.76%) Windows
3 186 (12.03%) Unix
4 177 (11.45%) Windows Server
5 172 (11.13%) CentOS
6 162 (10.48%) Red Hat Enterprise Linux
7 134 (8.67%) Ubuntu
8 52 (3.36%) Debian
9 44 (2.85%) CoreOS
10 42 (2.72%) Android
11 25 (1.62%) Mesosphere
12 23 (1.49%) openSUSE
13 22 (1.42%) Windows Server 2008
14 19 (1.23%) FreeBSD
15 18 (1.16%) Apple iOS
16 16 (1.03%) SUSE
17 15 (0.97%) Fedora
18 10 (0.65%) Solaris
19 9 (0.58%) Windows Server 2012
20 8 (0.52%) Oracle Linux
Processes & Methodologies
1 1,130 (73.09%) DevOps
2 619 (40.04%) Agile Software Development
3 555 (35.90%) Configuration Management
4 459 (29.69%) Continuous Integration
5 250 (16.17%) Microservices
6 213 (13.78%) Continuous Delivery
7 208 (13.45%) Open Source
8 203 (13.13%) Test Automation
9 197 (12.74%) Scrum
10 196 (12.68%) Deployment Automation
11 185 (11.97%) Software Engineering
12 147 (9.51%) Infrastructure Engineering
13 137 (8.86%) Problem-Solving
14 134 (8.67%) TDD
15 129 (8.34%) High Availability
16 128 (8.28%) Mentoring
17 124 (8.02%) ITIL
18 107 (6.92%) Continuous Deployment
19 106 (6.86%) Computer Science
20 97 (6.27%) Stakeholder Management
Programming Languages
1 794 (51.36%) Python
2 510 (32.99%) Java
3 398 (25.74%) Bash Shell
4 379 (24.51%) PowerShell
5 353 (22.83%) SQL
6 325 (21.02%) Ruby
7 273 (17.66%) JavaScript
8 194 (12.55%) Perl
9 188 (12.16%) Go
10 165 (10.67%) C#
11 107 (6.92%) PHP
12 86 (5.56%) C++
13 71 (4.59%) Shell Script
14 58 (3.75%) C
15 42 (2.72%) TypeScript
16 36 (2.33%) Scala
17 29 (1.88%) Bourne shell
17 29 (1.88%) Korn
18 28 (1.81%) Objective-C
19 26 (1.68%) T-SQL
Qualifications
1 147 (9.51%) Degree
2 57 (3.69%) Computer Science Degree
3 48 (3.10%) Security Cleared
4 44 (2.85%) SC Cleared
5 34 (2.20%) AWS Certification
6 31 (2.01%) Master's Degree
7 22 (1.42%) DV Cleared
8 19 (1.23%) Microsoft Certification
9 14 (0.91%) BPSS Clearance
10 11 (0.71%) MCSE
11 10 (0.65%) RHCE
12 8 (0.52%) CCNA
12 8 (0.52%) Cisco Certification
12 8 (0.52%) MCSA
13 7 (0.45%) Numerate Degree
13 7 (0.45%) TOGAF Certification
14 6 (0.39%) ITIL Certification
14 6 (0.39%) MCP
15 5 (0.32%) LPIC
16 4 (0.26%) CCNP
Quality Assurance & Compliance
1 71 (4.59%) QA
2 45 (2.91%) ISO/IEC 27001
3 44 (2.85%) GDPR
4 43 (2.78%) Cyber Essentials
4 43 (2.78%) HIPAA
5 20 (1.29%) SLA
6 14 (0.91%) ISO/IEC 20000
7 12 (0.78%) Data Quality
8 5 (0.32%) Sarbanes-Oxley
9 2 (0.13%) PCI DSS
10 1 (0.065%) COBIT
System Software
1 762 (49.29%) Docker
2 195 (12.61%) Active Directory
3 122 (7.89%) VMware Infrastructure
4 64 (4.14%) Hyper-V
5 22 (1.42%) Virtual Machines
6 20 (1.29%) KVM
7 19 (1.23%) iptables
8 17 (1.10%) NFS
8 17 (1.10%) pfSense
9 15 (0.97%) Samba
10 14 (0.91%) DFS Replication
11 11 (0.71%) Apache ZooKeeper
12 7 (0.45%) VMware ESXi
13 6 (0.39%) Firmware
13 6 (0.39%) Oracle RAC
13 6 (0.39%) QEMU
13 6 (0.39%) vSphere
14 5 (0.32%) Virtual Servers
15 4 (0.26%) etcd
15 4 (0.26%) Xen
Systems Management
1 1,286 (83.18%) Puppet
2 1,182 (76.46%) Ansible
3 508 (32.86%) Terraform
4 488 (31.57%) Kubernetes
5 213 (13.78%) Salt
6 145 (9.38%) Nagios
7 86 (5.56%) Consul
8 84 (5.43%) Prometheus
9 75 (4.85%) Docker Swarm
10 71 (4.59%) Packer
11 68 (4.40%) SCOM
12 56 (3.62%) Graphite
13 52 (3.36%) Automic
14 51 (3.30%) ZABBIX
15 45 (2.91%) Grafana
16 38 (2.46%) Rundeck
17 35 (2.26%) HAProxy
18 25 (1.62%) Mesos
19 23 (1.49%) logstash
20 21 (1.36%) Kibana
Vendors
1 245 (15.85%) Red Hat
2 223 (14.42%) Google
3 222 (14.36%) Microsoft
4 206 (13.32%) Splunk
5 185 (11.97%) Oracle
6 156 (10.09%) VMware
7 88 (5.69%) SaltStack
8 56 (3.62%) Citrix
9 49 (3.17%) Atlassian
10 48 (3.10%) Cisco
11 39 (2.52%) AppDynamics
12 33 (2.13%) RedGate
13 32 (2.07%) New Relic
14 29 (1.88%) IBM
15 28 (1.81%) ServiceNow
16 26 (1.68%) Delphix
16 26 (1.68%) XebiaLabs
17 25 (1.62%) Dynatrace
17 25 (1.62%) PagerDuty
18 23 (1.49%) Rackspace