Period
to 24 February 2020

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 February 2020 with a comparison to the same period in the previous 2 years.

Opscode Chef
6 months to
24 Feb 2020
Same period 2019 Same period 2018
Rank 60 112 63
Rank change year-on-year +52 -49 +51
Permanent jobs citing Opscode Chef 122 68 189
As % of all permanent IT jobs advertised in Leeds 4.11% 2.17% 3.84%
As % of the Systems Management category 27.11% 16.59% 37.88%
Number of salaries quoted 119 88 171
Leeds median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% -4.55%
10th Percentile £45,000 £47,500 £35,000
90th Percentile £72,500 £72,500 £63,500
West Yorkshire median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -4.55%

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 Leeds with a requirement for systems management skills.

All Systems Management Skills
Leeds
Permanent vacancies with a requirement for systems management skills 450 410 499
As % of all permanent IT jobs advertised in Leeds 15.16% 13.06% 10.15%
Number of salaries quoted 384 372 415
Leeds median annual salary £55,000 £47,500 £47,500
Median salary % change year-on-year +15.79% - +17.28%
10th Percentile £33,750 £28,750 £31,250
90th Percentile £75,000 £70,000 £62,500
West Yorkshire median annual salary £52,500 £45,000 £44,000
% change year-on-year +16.67% +2.27% +3.53%

Opscode Chef
Job Vacancy Trend in Leeds

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

Job vacancy trend for Opscode Chef in Leeds

Opscode Chef
Salary Trend in Leeds

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

Salary trend for Opscode Chef in Leeds

Opscode Chef
Salary Histogram in Leeds

The salary distribution of IT jobs citing Opscode Chef in Leeds over the 6 months to 24 February 2020.

Salary histogram for Opscode Chef in Leeds

For the 6 months to 24 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 Leeds region with a requirement for Opscode Chef.

1 92 (75.41%) Ansible
2 77 (63.11%) Python
2 77 (63.11%) Puppet
3 76 (62.30%) DevOps
4 69 (56.56%) AWS
5 66 (54.10%) Docker
6 61 (50.00%) Kubernetes
7 57 (46.72%) Agile Software Development
8 55 (45.08%) Java
9 54 (44.26%) Linux
10 50 (40.98%) Terraform
11 47 (38.52%) Configuration Management
12 45 (36.89%) Jenkins
13 39 (31.97%) Ruby
14 31 (25.41%) Software Delivery
15 29 (23.77%) Finance
16 28 (22.95%) MySQL
17 27 (22.13%) Node.js
17 27 (22.13%) Git (software)
18 25 (20.49%) Bash Shell
18 25 (20.49%) Windows
19 24 (19.67%) MongoDB
20 23 (18.85%) JavaScript
21 22 (18.03%) Test Automation
22 21 (17.21%) Scrum
23 20 (16.39%) Web Services
23 20 (16.39%) Hadoop
23 20 (16.39%) JIRA
24 19 (15.57%) Maven
24 19 (15.57%) Oracle

Opscode Chef
Co-occurring IT Skills in Leeds 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 8 (6.56%) Apache Spark
2 3 (2.46%) Exchange Server 2010
2 3 (2.46%) MS Exchange
3 1 (0.82%) Apache
Cloud Services
1 69 (56.56%) AWS
2 19 (15.57%) AWS CloudFormation
3 15 (12.30%) Azure
4 14 (11.48%) Amazon EC2
4 14 (11.48%) AWS Lambda
4 14 (11.48%) Serverless
5 10 (8.20%) GCP
6 9 (7.38%) Amazon S3
7 7 (5.74%) Amazon ECS
8 6 (4.92%) Amazon Cognito
8 6 (4.92%) Amazon ELB
8 6 (4.92%) AWS CodeCommit
8 6 (4.92%) AWS CodeDeploy
8 6 (4.92%) IaaS
8 6 (4.92%) Route 53
8 6 (4.92%) Virtual Private Cloud
9 4 (3.28%) GitHub
10 3 (2.46%) PaaS
10 3 (2.46%) SaaS
11 2 (1.64%) AWS CodePipeline
Communications & Networking
1 9 (7.38%) DNS
2 6 (4.92%) DHCP
3 4 (3.28%) Firewall
4 3 (2.46%) HTTP
4 3 (2.46%) Internet
4 3 (2.46%) SAN
4 3 (2.46%) SMTP
4 3 (2.46%) TCP/IP
5 1 (0.82%) Network Security
5 1 (0.82%) VPN
Database & Business Intelligence
1 28 (22.95%) MySQL
2 24 (19.67%) MongoDB
3 20 (16.39%) Hadoop
4 16 (13.11%) SQL Server
5 14 (11.48%) Amazon RDS
6 8 (6.56%) NoSQL
6 8 (6.56%) PostgreSQL
6 8 (6.56%) Riak
7 7 (5.74%) Redis
8 6 (4.92%) Amazon DynamoDB
8 6 (4.92%) Apache Cassandra
8 6 (4.92%) Flink
9 2 (1.64%) Apache Hive
9 2 (1.64%) Big Data
9 2 (1.64%) HBase
9 2 (1.64%) Sqoop
10 1 (0.82%) Data Lake
10 1 (0.82%) Data Warehouse
Development Applications
1 45 (36.89%) Jenkins
2 27 (22.13%) Git (software)
3 20 (16.39%) JIRA
4 19 (15.57%) Maven
5 6 (4.92%) SonarQube
5 6 (4.92%) Team Foundation Server
6 4 (3.28%) Bitbucket
7 3 (2.46%) GitLab
7 3 (2.46%) Sonatype Nexus
8 1 (0.82%) Mocha
8 1 (0.82%) RSpec
8 1 (0.82%) Selenium
General
1 29 (23.77%) Finance
2 18 (14.75%) Marketing
3 6 (4.92%) Online Betting
Job Titles
1 54 (44.26%) DevOps Engineer
2 28 (22.95%) AWS Engineer
3 25 (20.49%) Developer
4 23 (18.85%) AWS DevOps
4 23 (18.85%) AWS DevOps Engineer
5 18 (14.75%) Platform Engineer
6 14 (11.48%) Software Developer
7 11 (9.02%) Release Manager
8 10 (8.20%) Python Engineer
8 10 (8.20%) React Developer
9 9 (7.38%) Architect
9 9 (7.38%) JavaScript Developer
10 8 (6.56%) Java Developer
10 8 (6.56%) Java Software Developer
11 7 (5.74%) Linux Engineer
12 6 (4.92%) AWS Architect
12 6 (4.92%) Developer/Software Engineer
12 6 (4.92%) Software Engineer
13 5 (4.10%) Cloud Engineer
14 3 (2.46%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 27 (22.13%) Node.js
2 20 (16.39%) Web Services
3 18 (14.75%) Kafka
3 18 (14.75%) RabbitMQ
4 16 (13.11%) React
5 14 (11.48%) .NET
6 11 (9.02%) CSS
6 11 (9.02%) HTML
7 10 (8.20%) jQuery
7 10 (8.20%) WebSockets
7 10 (8.20%) XHTML
8 8 (6.56%) Hibernate
8 8 (6.56%) Spring
9 7 (5.74%) Memcached
10 6 (4.92%) Apache Avro
10 6 (4.92%) gRPC
10 6 (4.92%) Protocol Buffers
10 6 (4.92%) Velocity
10 6 (4.92%) ZeroMQ
11 3 (2.46%) RESTful
Miscellaneous
1 13 (10.66%) Greenfield Project
2 11 (9.02%) Enterprise Software
3 5 (4.10%) Public Cloud
4 4 (3.28%) Cloud Native
5 3 (2.46%) Data Centre
5 3 (2.46%) Hybrid Cloud
6 1 (0.82%) Life Science
6 1 (0.82%) Mobile App
6 1 (0.82%) Over-the-Top Content
Operating Systems
1 54 (44.26%) Linux
2 25 (20.49%) Windows
3 9 (7.38%) Unix
3 9 (7.38%) Windows Server
4 6 (4.92%) Red Hat Enterprise Linux
4 6 (4.92%) Windows Server 2012
5 3 (2.46%) Windows Server 2008
6 1 (0.82%) CentOS
6 1 (0.82%) Debian
6 1 (0.82%) Ubuntu
Processes & Methodologies
1 76 (62.30%) DevOps
2 57 (46.72%) Agile Software Development
3 47 (38.52%) Configuration Management
4 31 (25.41%) Software Delivery
5 22 (18.03%) Test Automation
6 21 (17.21%) Scrum
7 17 (13.93%) Continuous Improvement
7 17 (13.93%) Infrastructure as Code
8 15 (12.30%) Continuous Integration
8 15 (12.30%) TDD
9 14 (11.48%) Collaborative Working
10 13 (10.66%) High Availability
10 13 (10.66%) Release Management
11 12 (9.84%) Deployment Automation
11 12 (9.84%) SDLC
11 12 (9.84%) Software Engineering
12 11 (9.02%) Technical Leadership
13 10 (8.20%) Data Management
13 10 (8.20%) E-Commerce
13 10 (8.20%) Lean Software Development
Programming Languages
1 77 (63.11%) Python
2 55 (45.08%) Java
3 39 (31.97%) Ruby
4 25 (20.49%) Bash Shell
5 23 (18.85%) JavaScript
6 18 (14.75%) SQL
7 10 (8.20%) PowerShell
7 10 (8.20%) TypeScript
8 7 (5.74%) PHP
8 7 (5.74%) Shell Script
9 6 (4.92%) C
10 4 (3.28%) C#
10 4 (3.28%) Perl
10 4 (3.28%) T-SQL
11 2 (1.64%) Go
12 1 (0.82%) Scala
Qualifications
1 6 (4.92%) Computer Science Degree
1 6 (4.92%) Degree
1 6 (4.92%) Postgraduate
2 3 (2.46%) AWS Certification
Quality Assurance & Compliance
1 3 (2.46%) GDPR
1 3 (2.46%) ISO/IEC 27001
System Software
1 66 (54.10%) Docker
2 15 (12.30%) Virtual Machines
3 9 (7.38%) Active Directory
4 3 (2.46%) VMware ESXi
4 3 (2.46%) VMware Infrastructure
4 3 (2.46%) VMware NSX
4 3 (2.46%) vSphere
5 2 (1.64%) HDFS
Systems Management
1 92 (75.41%) Ansible
2 77 (63.11%) Puppet
3 61 (50.00%) Kubernetes
4 50 (40.98%) Terraform
5 7 (5.74%) Cobbler
6 6 (4.92%) Tivoli
7 3 (2.46%) Systems Management Server (SMS)
8 2 (1.64%) Graphite
8 2 (1.64%) Hadoop YARN
8 2 (1.64%) Nagios
8 2 (1.64%) Opsview
9 1 (0.82%) Prometheus
9 1 (0.82%) Rancher
Vendors
1 19 (15.57%) Oracle
2 9 (7.38%) VMware
3 6 (4.92%) Citrix
3 6 (4.92%) EnterpriseDB
3 6 (4.92%) Microsoft
4 3 (2.46%) Atlassian
4 3 (2.46%) Avaya
4 3 (2.46%) Cisco
4 3 (2.46%) CloudEndure
4 3 (2.46%) Google
4 3 (2.46%) HP
5 2 (1.64%) Rackspace
6 1 (0.82%) SaltStack