Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 14 June 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Infrastructure as Code skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Infrastructure as Code over the 6 months to 14 June 2021 with a comparison to the same period in the previous 2 years.

Infrastructure as Code (IaC)
England > Yorkshire
6 months to
14 Jun 2021		 Same period 2020 Same period 2019
Rank 47 153 242
Rank change year-on-year +106 +89 +50
Permanent jobs citing Infrastructure as Code 311 47 68
As % of all permanent jobs advertised in Yorkshire 5.49% 1.11% 0.90%
As % of the Processes & Methodologies category 5.85% 1.20% 0.98%
Number of salaries quoted 271 38 60
10th Percentile £38,750 £42,125 £33,485
25th Percentile £40,150 £42,500 £39,250
Median annual salary (50th Percentile) £60,000 £55,000 £50,000
Median % change year-on-year +9.09% +10.00% -
75th Percentile £67,500 £68,750 £58,750
90th Percentile £85,000 £73,750 £72,625
England median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +12.50%

Infrastructure as Code is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 5,313 3,904 6,914
As % of all permanent IT jobs advertised in Yorkshire 93.82% 91.82% 91.12%
Number of salaries quoted 4,139 3,335 5,631
10th Percentile £29,250 £28,425 £25,500
25th Percentile £37,000 £35,428 £32,500
Median annual salary (50th Percentile) £47,500 £47,500 £42,500
Median % change year-on-year - +11.76% -
75th Percentile £61,250 £57,500 £53,750
90th Percentile £71,250 £68,750 £64,750
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Infrastructure as Code
Job Vacancy Trend in Yorkshire

Job postings citing Infrastructure as Code as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Infrastructure as Code in Yorkshire

Infrastructure as Code
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Infrastructure as Code in Yorkshire.

Salary trend for Infrastructure as Code in Yorkshire

Infrastructure as Code
Salary Histogram in Yorkshire

Salary distribution for jobs citing Infrastructure as Code in Yorkshire over the 6 months to 14 June 2021.

Salary histogram for Infrastructure as Code in Yorkshire

Infrastructure as Code
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Infrastructure as Code within the Yorkshire region over the 6 months to 14 June 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
West Yorkshire +90 201 £60,000 +4.35% 27
South Yorkshire +36 88 £60,000 - 6
North Yorkshire +11 20 £45,000 - 2
East Yorkshire - 1 - -
Infrastructure as Code
England

For the 6 months to 14 June 2021, IT jobs citing Infrastructure as Code 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 Yorkshire region with a requirement for Infrastructure as Code.

1 265 (85.21%) DevOps
2 192 (61.74%) Terraform
3 188 (60.45%) Kubernetes
4 168 (54.02%) Docker
5 155 (49.84%) AWS
6 152 (48.87%) Python
7 151 (48.55%) Azure
8 133 (42.77%) Agile Software Development
9 128 (41.16%) Problem-Solving
10 126 (40.51%) Opscode Chef
11 123 (39.55%) SQL
12 121 (38.91%) Puppet
13 111 (35.69%) Go
14 110 (35.37%) Configuration Management
15 103 (33.12%) Ansible
16 98 (31.51%) Ruby
17 96 (30.87%) SaltStack
17 96 (30.87%) Pulumi
18 86 (27.65%) Java
19 85 (27.33%) Jenkins
20 84 (27.01%) Linux
21 83 (26.69%) Bash Shell
22 77 (24.76%) AWS CloudFormation
23 75 (24.12%) Microsoft
24 72 (23.15%) PowerShell
25 71 (22.83%) Amazon EKS
26 68 (21.86%) Windows
27 65 (20.90%) JavaScript
27 65 (20.90%) C#
28 62 (19.94%) Migration

Infrastructure as Code
Co-occurring IT Skills in Yorkshire 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 20 (6.43%) Apache
2 4 (1.29%) Apache Spark
3 3 (0.96%) Elasticsearch
4 1 (0.32%) Tomcat
Cloud Services
1 155 (49.84%) AWS
2 151 (48.55%) Azure
3 96 (30.87%) Pulumi
4 77 (24.76%) AWS CloudFormation
5 71 (22.83%) Amazon EKS
6 49 (15.76%) Datadog
7 48 (15.43%) Azure Cosmos DB
8 30 (9.65%) GCP
9 24 (7.72%) PaaS
10 23 (7.40%) Serverless
11 18 (5.79%) AWS Lambda
12 10 (3.22%) IaaS
13 9 (2.89%) SaaS
14 8 (2.57%) Amazon ECS
15 7 (2.25%) Amazon CloudWatch
16 4 (1.29%) Amazon S3
16 4 (1.29%) AWS CodePipeline
16 4 (1.29%) Azure Functions
16 4 (1.29%) GitHub
16 4 (1.29%) Trello
Communications & Networking
1 11 (3.54%) TCP/IP
2 8 (2.57%) DNS
3 5 (1.61%) Broadband
3 5 (1.61%) Firewall
3 5 (1.61%) Network Security
4 3 (0.96%) FTP
4 3 (0.96%) HTTP
4 3 (0.96%) Kerberos
4 3 (0.96%) SSH
5 2 (0.64%) VPN
6 1 (0.32%) Internet
6 1 (0.32%) IPsec
Database & Business Intelligence
1 61 (19.61%) MySQL
2 53 (17.04%) PostgreSQL
3 50 (16.08%) Azure SQL Database
4 48 (15.43%) MariaDB
4 48 (15.43%) MongoDB
4 48 (15.43%) Redis
5 8 (2.57%) Amazon DynamoDB
5 8 (2.57%) Apache Cassandra
6 5 (1.61%) NoSQL
6 5 (1.61%) SQL Server
7 4 (1.29%) Big Data
7 4 (1.29%) BigQuery
8 3 (0.96%) Amazon RDS
9 1 (0.32%) Power BI
9 1 (0.32%) SQL Server Integration Services
9 1 (0.32%) SQL Server Reporting Services
Development Applications
1 85 (27.33%) Jenkins
2 48 (15.43%) Team Foundation Server
3 17 (5.47%) GitLab
4 8 (2.57%) CircleCI
5 7 (2.25%) Sonatype Nexus
6 5 (1.61%) Git (software)
7 4 (1.29%) JIRA
8 2 (0.64%) Bitbucket
8 2 (0.64%) Maven
9 1 (0.32%) Atlassian Bamboo
9 1 (0.32%) git-flow
9 1 (0.32%) Octopus Deploy
9 1 (0.32%) TeamCity
General
1 24 (7.72%) Banking
2 20 (6.43%) Public Sector
3 16 (5.14%) Games
4 14 (4.50%) Finance
5 12 (3.86%) Social Skills
6 9 (2.89%) Retail
7 2 (0.64%) Analytical Skills
8 1 (0.32%) Retail Banking
Job Titles
1 160 (51.45%) DevOps Engineer
2 110 (35.37%) Azure Engineer
3 68 (21.86%) AWS DevOps
3 68 (21.86%) AWS Engineer
4 67 (21.54%) AWS DevOps Engineer
5 65 (20.90%) Platform Engineer
6 48 (15.43%) Azure DevOps
6 48 (15.43%) Azure DevOps Engineer
7 28 (9.00%) Senior DevOps
7 28 (9.00%) Senior DevOps Engineer
8 17 (5.47%) Cloud Engineer
9 13 (4.18%) Developer
9 13 (4.18%) Head of Engineering
10 10 (3.22%) Architect
11 8 (2.57%) C# Developer
12 7 (2.25%) Site Engineer
12 7 (2.25%) Site Reliability Engineer
13 6 (1.93%) Cloud Architect
13 6 (1.93%) Infrastructure Engineer
13 6 (1.93%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 27 (8.68%) Kafka
2 13 (4.18%) .NET
3 12 (3.86%) Apache Flex
4 9 (2.89%) Web Services
5 8 (2.57%) .NET Core
5 8 (2.57%) ActiveMQ
5 8 (2.57%) Loki
6 7 (2.25%) Lambda Expressions
7 5 (1.61%) AngularJS
7 5 (1.61%) Node.js
8 4 (1.29%) RESTful
9 3 (0.96%) Apache NiFi
10 2 (0.64%) ASP.NET
10 2 (0.64%) React
10 2 (0.64%) REST
10 2 (0.64%) Vue.js
11 1 (0.32%) ASP.NET Core
11 1 (0.32%) ASP.NET MVC
11 1 (0.32%) ASP.NET Web API
11 1 (0.32%) Entity Framework
Miscellaneous
1 51 (16.40%) Linux Command Line
2 48 (15.43%) Enterprise Cloud
3 33 (10.61%) Greenfield Project
4 16 (5.14%) NHS
5 15 (4.82%) Public Cloud
6 10 (3.22%) Cloud Native
7 6 (1.93%) Data Centre
8 4 (1.29%) Social Media
9 3 (0.96%) Hybrid Cloud
10 2 (0.64%) Over-the-Top Content
11 1 (0.32%) iPad
11 1 (0.32%) Self-Motivation
11 1 (0.32%) User Experience
Operating Systems
1 84 (27.01%) Linux
2 68 (21.86%) Windows
3 8 (2.57%) CentOS
4 6 (1.93%) Unix
5 5 (1.61%) Amazon Linux
5 5 (1.61%) Ubuntu
Processes & Methodologies
1 265 (85.21%) DevOps
2 133 (42.77%) Agile Software Development
3 128 (41.16%) Problem-Solving
4 110 (35.37%) Configuration Management
5 62 (19.94%) Migration
6 59 (18.97%) Continuous Integration
7 58 (18.65%) Data Security
8 53 (17.04%) Deployment Automation
9 49 (15.76%) Analytics
10 48 (15.43%) Web Application Development
11 35 (11.25%) Site Reliability Engineering
12 30 (9.65%) Mentoring
13 22 (7.07%) Collaborative Working
14 21 (6.75%) Continuous Improvement
15 17 (5.47%) Re-Platforming
16 16 (5.14%) Biometrics
16 16 (5.14%) Coaching
16 16 (5.14%) Decision-Making
17 15 (4.82%) Canary Deployment
17 15 (4.82%) OO
Programming Languages
1 152 (48.87%) Python
2 123 (39.55%) SQL
3 111 (35.69%) Go
4 98 (31.51%) Ruby
5 86 (27.65%) Java
6 83 (26.69%) Bash Shell
7 72 (23.15%) PowerShell
8 65 (20.90%) C#
8 65 (20.90%) JavaScript
9 58 (18.65%) Groovy
10 50 (16.08%) TypeScript
11 49 (15.76%) PHP
12 9 (2.89%) T-SQL
13 4 (1.29%) R
14 2 (0.64%) Shell Script
15 1 (0.32%) C
15 1 (0.32%) C++
15 1 (0.32%) Perl
Qualifications
1 50 (16.08%) AWS Certification
2 2 (0.64%) Degree
3 1 (0.32%) Computer Science Degree
Quality Assurance & Compliance
1 3 (0.96%) ISO/IEC 27001
2 2 (0.64%) ISO 9001
3 1 (0.32%) ISO 22301
3 1 (0.32%) QA
System Software
1 168 (54.02%) Docker
2 11 (3.54%) Virtual Machines
3 5 (1.61%) VMware Infrastructure
4 3 (0.96%) Active Directory
5 2 (0.64%) Hyper-V
Systems Management
1 192 (61.74%) Terraform
2 188 (60.45%) Kubernetes
3 126 (40.51%) Opscode Chef
4 121 (38.91%) Puppet
5 103 (33.12%) Ansible
6 56 (18.01%) Grafana
6 56 (18.01%) Prometheus
7 3 (0.96%) Packer
7 3 (0.96%) WSUS
8 1 (0.32%) FortiGate
8 1 (0.32%) Istio
8 1 (0.32%) Single Sign-On
Vendors
1 96 (30.87%) SaltStack
2 75 (24.12%) Microsoft
3 59 (18.97%) Oracle
4 58 (18.65%) EnterpriseDB
5 48 (15.43%) New Relic
6 12 (3.86%) Google
7 10 (3.22%) Splunk
8 7 (2.25%) VMware
9 5 (1.61%) Dynatrace
10 4 (1.29%) Atlassian
10 4 (1.29%) Databricks
11 1 (0.32%) Cisco
11 1 (0.32%) Juniper