Period
to 12 April 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 12 April 2021 with a comparison to the same period in the previous 2 years.

Infrastructure as Code (IaC)
England > Yorkshire
6 months to
12 Apr 2021
Same period 2020 Same period 2019
Rank 36 173 213
Rank change year-on-year +137 +40 +86
Permanent jobs citing Infrastructure as Code 296 55 70
As % of all permanent jobs advertised in Yorkshire 6.19% 0.97% 0.94%
As % of the Processes & Methodologies category 6.64% 1.07% 1.02%
Number of salaries quoted 259 44 66
10th Percentile £38,750 " £37,500
25th Percentile £42,500 £42,500 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £65,000 £65,313 £66,875
90th Percentile £85,000 £73,375 £76,376
England median annual salary £65,000 £72,500 £70,000
% change year-on-year -10.34% +3.57% +16.67%

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 4,459 5,163 6,866
As % of all permanent IT jobs advertised in Yorkshire 93.19% 91.15% 92.14%
Number of salaries quoted 3,660 4,355 5,683
10th Percentile £29,068 £27,500 £26,250
25th Percentile £36,695 £35,000 £32,500
Median annual salary (50th Percentile) £47,500 £45,000 £43,000
Median % change year-on-year +5.56% +4.65% +1.18%
75th Percentile £60,000 £57,500 £53,750
90th Percentile £68,775 £70,000 £63,750
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 12 April 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 12 April 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 +111 197 £60,000 +9.09% 35
South Yorkshire +53 87 £60,000 - 4
North Yorkshire +9 12 £47,500 -9.52%
Infrastructure as Code
England

For the 6 months to 12 April 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.

1 250 (84.46%) DevOps
2 168 (56.76%) Kubernetes
3 165 (55.74%) Terraform
4 157 (53.04%) Docker
5 151 (51.01%) AWS
6 144 (48.65%) Azure
7 141 (47.64%) Python
8 129 (43.58%) Opscode Chef
9 128 (43.24%) Agile Software Development
10 125 (42.23%) Problem-Solving
11 110 (37.16%) SQL
12 109 (36.82%) Puppet
13 107 (36.15%) Configuration Management
14 105 (35.47%) Go
15 104 (35.14%) Ansible
16 98 (33.11%) Ruby
17 96 (32.43%) SaltStack
17 96 (32.43%) Pulumi
18 84 (28.38%) Java
19 81 (27.36%) Linux
20 79 (26.69%) Jenkins
21 75 (25.34%) AWS CloudFormation
22 74 (25.00%) Bash Shell
23 71 (23.99%) MySQL
24 67 (22.64%) Microsoft
25 66 (22.30%) PowerShell
26 65 (21.96%) Windows
27 64 (21.62%) Amazon EKS
28 59 (19.93%) JavaScript
29 57 (19.26%) Groovy

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 27 (9.12%) Apache
2 5 (1.69%) Apache Spark
3 3 (1.01%) Elasticsearch
4 1 (0.34%) Tomcat
Cloud Services
1 151 (51.01%) AWS
2 144 (48.65%) Azure
3 96 (32.43%) Pulumi
4 75 (25.34%) AWS CloudFormation
5 64 (21.62%) Amazon EKS
6 49 (16.55%) Datadog
7 21 (7.09%) Serverless
8 20 (6.76%) GCP
9 17 (5.74%) PaaS
10 16 (5.41%) AWS Lambda
11 9 (3.04%) Amazon CloudWatch
12 7 (2.36%) Microsoft 365
12 7 (2.36%) SaaS
13 5 (1.69%) IaaS
14 4 (1.35%) Amazon S3
14 4 (1.35%) AWS CodePipeline
14 4 (1.35%) Azure Functions
14 4 (1.35%) GitHub
14 4 (1.35%) Trello
15 3 (1.01%) Amazon EC2
Communications & Networking
1 6 (2.03%) DNS
2 5 (1.69%) Firewall
3 4 (1.35%) SAN
3 4 (1.35%) TCP/IP
4 3 (1.01%) FTP
4 3 (1.01%) HTTP
4 3 (1.01%) Kerberos
4 3 (1.01%) SSH
5 1 (0.34%) Broadband
5 1 (0.34%) Internet
5 1 (0.34%) IPsec
5 1 (0.34%) VPN
Database & Business Intelligence
1 71 (23.99%) MySQL
2 54 (18.24%) PostgreSQL
3 48 (16.22%) Azure SQL Database
3 48 (16.22%) Cosmos DB
3 48 (16.22%) MariaDB
3 48 (16.22%) MongoDB
3 48 (16.22%) Redis
4 9 (3.04%) Amazon DynamoDB
5 6 (2.03%) NoSQL
6 5 (1.69%) Apache Cassandra
6 5 (1.69%) Big Data
6 5 (1.69%) BigQuery
7 3 (1.01%) Amazon RDS
7 3 (1.01%) SQL Server
8 1 (0.34%) Power BI
8 1 (0.34%) SQL Server Integration Services
8 1 (0.34%) SQL Server Reporting Services
Development Applications
1 79 (26.69%) Jenkins
2 48 (16.22%) Team Foundation Server
3 11 (3.72%) GitLab
4 4 (1.35%) CircleCI
4 4 (1.35%) JIRA
4 4 (1.35%) Sonatype Nexus
5 1 (0.34%) Bitbucket
5 1 (0.34%) Git (software)
General
1 27 (9.12%) Banking
2 22 (7.43%) Games
3 18 (6.08%) Public Sector
4 13 (4.39%) Finance
5 9 (3.04%) Retail
Job Titles
1 153 (51.69%) DevOps Engineer
2 106 (35.81%) Azure Engineer
3 71 (23.99%) AWS DevOps
3 71 (23.99%) AWS Engineer
4 70 (23.65%) AWS DevOps Engineer
5 56 (18.92%) Platform Engineer
6 48 (16.22%) Azure DevOps
6 48 (16.22%) Azure DevOps Engineer
7 22 (7.43%) Senior DevOps
7 22 (7.43%) Senior DevOps Engineer
8 15 (5.07%) Cloud Engineer
9 13 (4.39%) Head of Engineering
10 9 (3.04%) Developer
11 8 (2.70%) Architect
11 8 (2.70%) Infrastructure Engineer
11 8 (2.70%) Site Engineer
11 8 (2.70%) Site Reliability Engineer
12 5 (1.69%) Cloud Infrastructure Engineer
12 5 (1.69%) Data Engineer
13 4 (1.35%) Azure Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 35 (11.82%) Kafka
2 22 (7.43%) Apache Flex
3 9 (3.04%) .NET
3 9 (3.04%) Web Services
4 7 (2.36%) Lambda Expressions
5 5 (1.69%) ActiveMQ
5 5 (1.69%) Loki
6 4 (1.35%) .NET Core
6 4 (1.35%) AngularJS
6 4 (1.35%) RESTful
7 3 (1.01%) Apache NiFi
7 3 (1.01%) Node.js
8 1 (0.34%) ASP.NET
8 1 (0.34%) LINQ
8 1 (0.34%) React
8 1 (0.34%) Velocity
8 1 (0.34%) Vue.js
Miscellaneous
1 51 (17.23%) Linux Command Line
2 48 (16.22%) Enterprise Cloud
3 47 (15.88%) Greenfield Project
4 15 (5.07%) Public Cloud
5 13 (4.39%) NHS
6 5 (1.69%) Cloud Native
7 4 (1.35%) Hybrid Cloud
8 3 (1.01%) Distributed Denial-of-Service
9 1 (0.34%) Analytical Skills
9 1 (0.34%) Data Centre
9 1 (0.34%) iPad
Operating Systems
1 81 (27.36%) Linux
2 65 (21.96%) Windows
3 7 (2.36%) CentOS
4 6 (2.03%) Unix
4 6 (2.03%) Windows Server
5 4 (1.35%) Amazon Linux
5 4 (1.35%) Ubuntu
Processes & Methodologies
1 250 (84.46%) DevOps
2 128 (43.24%) Agile Software Development
3 125 (42.23%) Problem-Solving
4 107 (36.15%) Configuration Management
5 51 (17.23%) Migration
6 50 (16.89%) Continuous Integration
6 50 (16.89%) Data Security
6 50 (16.89%) Deployment Automation
7 48 (16.22%) Analytics
7 48 (16.22%) Web Application Development
8 35 (11.82%) Site Reliability Engineering
9 32 (10.81%) Mentoring
10 24 (8.11%) Continuous Improvement
11 23 (7.77%) Coaching
12 20 (6.76%) Collaborative Working
12 20 (6.76%) Visualisation
13 18 (6.08%) OO
14 13 (4.39%) Biometrics
14 13 (4.39%) Decision-Making
14 13 (4.39%) Infrastructure Automation
Programming Languages
1 141 (47.64%) Python
2 110 (37.16%) SQL
3 105 (35.47%) Go
4 98 (33.11%) Ruby
5 84 (28.38%) Java
6 74 (25.00%) Bash Shell
7 66 (22.30%) PowerShell
8 59 (19.93%) JavaScript
9 57 (19.26%) Groovy
10 56 (18.92%) C#
11 49 (16.55%) PHP
11 49 (16.55%) TypeScript
12 5 (1.69%) C
12 5 (1.69%) R
12 5 (1.69%) T-SQL
13 2 (0.68%) Kotlin
14 1 (0.34%) C++
14 1 (0.34%) Perl
Qualifications
1 50 (16.89%) AWS Certification
2 2 (0.68%) Degree
3 1 (0.34%) Computer Science Degree
Quality Assurance & Compliance
1 3 (1.01%) ISO/IEC 27001
2 2 (0.68%) ISO 9001
3 1 (0.34%) ISO 22301
System Software
1 157 (53.04%) Docker
2 9 (3.04%) VMware Infrastructure
3 8 (2.70%) Virtual Machines
4 3 (1.01%) Active Directory
5 1 (0.34%) Hyper-V
Systems Management
1 168 (56.76%) Kubernetes
2 165 (55.74%) Terraform
3 129 (43.58%) Opscode Chef
4 109 (36.82%) Puppet
5 104 (35.14%) Ansible
6 55 (18.58%) Prometheus
7 53 (17.91%) Grafana
8 4 (1.35%) vCenter Server
9 3 (1.01%) Packer
9 3 (1.01%) WSUS
10 2 (0.68%) Graphite
10 2 (0.68%) ZABBIX
11 1 (0.34%) FortiGate
Vendors
1 96 (32.43%) SaltStack
2 67 (22.64%) Microsoft
3 51 (17.23%) Oracle
4 50 (16.89%) EnterpriseDB
5 48 (16.22%) New Relic
6 14 (4.73%) VMware
7 12 (4.05%) Google
8 9 (3.04%) Splunk
9 5 (1.69%) Atlassian
9 5 (1.69%) Databricks
9 5 (1.69%) Dynatrace
10 4 (1.35%) Dell
10 4 (1.35%) Dell Compellent
11 1 (0.34%) Cisco
11 1 (0.34%) Juniper