Period
to 30 November 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for PaaS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PaaS over the 6 months to 30 November 2021 with a comparison to the same period in the previous 2 years.

Platform as a Service (PaaS)
England > Yorkshire
6 months to
30 Nov 2021
Same period 2020 Same period 2019
Rank 116 150 211
Rank change year-on-year +34 +61 -21
Permanent jobs citing PaaS 168 26 56
As % of all permanent jobs advertised in Yorkshire 2.44% 0.81% 0.85%
As % of the Cloud Services category 5.92% 1.92% 2.89%
Number of salaries quoted 108 20 43
10th Percentile £36,250 £36,125 £41,500
25th Percentile £46,250 £39,375 £46,250
Median annual salary (50th Percentile) £70,000 £43,500 £54,486
Median % change year-on-year +60.92% -20.16% +3.78%
75th Percentile £77,500 £63,125 £66,875
90th Percentile £90,375 £72,875 £73,500
England median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% -3.70%

PaaS is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Yorkshire
Permanent vacancies with a requirement for cloud computing skills 2,840 1,352 1,941
As % of all permanent IT jobs advertised in Yorkshire 41.24% 42.36% 29.44%
Number of salaries quoted 2,294 1,221 1,617
10th Percentile £30,000 £29,500 £26,250
25th Percentile £38,000 £37,500 £35,000
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £60,000 £58,750
90th Percentile £77,500 £65,000 £70,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

PaaS
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for PaaS in Yorkshire

PaaS
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing PaaS in Yorkshire.

Salary trend for PaaS in Yorkshire

PaaS
Salary Histogram in Yorkshire

Salary distribution for jobs citing PaaS in Yorkshire over the 6 months to 30 November 2021.

Salary histogram for PaaS in Yorkshire

PaaS
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PaaS within the Yorkshire region over the 6 months to 30 November 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 -11 85 £50,000 -13.04% 14
North Yorkshire +34 38 £75,000 +76.47% 1
South Yorkshire -8 34 £49,250 +23.13% 3
PaaS
England

For the 6 months to 30 November 2021, IT jobs citing PaaS 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 PaaS.

1 113 (67.26%) Azure
2 97 (57.74%) IaaS
3 74 (44.05%) Agile Software Development
4 72 (42.86%) SaaS
4 72 (42.86%) Microsoft
5 68 (40.48%) DevOps
6 58 (34.52%) Kubernetes
7 52 (30.95%) SQL
8 41 (24.40%) Social Skills
9 38 (22.62%) Infrastructure as Code
10 37 (22.02%) AWS
11 36 (21.43%) Java
12 32 (19.05%) Migration
13 31 (18.45%) PowerShell
14 30 (17.86%) .NET
14 30 (17.86%) SOA
15 29 (17.26%) Finance
16 28 (16.67%) Active Directory
16 28 (16.67%) Test Automation
17 27 (16.07%) Use Case
18 25 (14.88%) Docker
19 24 (14.29%) Serverless
20 23 (13.69%) Software Engineering
20 23 (13.69%) RESTful
21 22 (13.10%) JavaScript
22 21 (12.50%) Continuous Improvement
22 21 (12.50%) Deployment Automation
22 21 (12.50%) Azure App Service
22 21 (12.50%) User Experience
22 21 (12.50%) Microservices

PaaS
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 7 (4.17%) IIS
2 6 (3.57%) Apache Spark
3 4 (2.38%) Apache
3 4 (2.38%) Apache Solr
3 4 (2.38%) MS Exchange
4 2 (1.19%) Confluence
4 2 (1.19%) Skype for Business
5 1 (0.60%) SharePoint
5 1 (0.60%) Tomcat
Applications
1 5 (2.98%) Microsoft Office
2 1 (0.60%) Microsoft Project
Business Applications
1 1 (0.60%) Dynamics CRM
1 1 (0.60%) SAP ERP
Cloud Services
1 113 (67.26%) Azure
2 97 (57.74%) IaaS
3 72 (42.86%) SaaS
4 37 (22.02%) AWS
5 24 (14.29%) Serverless
6 21 (12.50%) Azure App Service
7 20 (11.90%) Azure Storage
7 20 (11.90%) Microsoft 365
8 18 (10.71%) GitHub
9 16 (9.52%) Azure Active Directory
9 16 (9.52%) Cloud Computing
9 16 (9.52%) GitHub Actions
10 15 (8.93%) Azure Stack
11 10 (5.95%) Azure Service Bus
12 8 (4.76%) Azure Data Factory
12 8 (4.76%) Azure Logic Apps
13 6 (3.57%) Azure Cosmos DB
14 5 (2.98%) Azure Functions
14 5 (2.98%) Azure Synapse Analytics
15 4 (2.38%) Power Platform
Communications & Networking
1 6 (3.57%) Firewall
1 6 (3.57%) SAN
2 5 (2.98%) DNS
2 5 (2.98%) Network Security
3 4 (2.38%) TCP/IP
4 2 (1.19%) DHCP
4 2 (1.19%) Skype
4 2 (1.19%) SSL
5 1 (0.60%) DMZ
5 1 (0.60%) Fibre Channel
5 1 (0.60%) HTTP
5 1 (0.60%) HTTPS
5 1 (0.60%) iSCSI
5 1 (0.60%) NAS
5 1 (0.60%) SMTP
5 1 (0.60%) VLAN
5 1 (0.60%) VoIP
5 1 (0.60%) VPN
Database & Business Intelligence
1 18 (10.71%) NoSQL
2 17 (10.12%) SQL Server
3 14 (8.33%) MySQL
4 13 (7.74%) Redis
5 9 (5.36%) Hadoop
6 7 (4.17%) Data Warehouse
7 6 (3.57%) Azure SQL Database
7 6 (3.57%) Data Lake
8 5 (2.98%) MongoDB
8 5 (2.98%) SQL Server Integration Services
9 4 (2.38%) Apache Cassandra
9 4 (2.38%) Azure SQL Data Warehouse
9 4 (2.38%) Geospatial Data
9 4 (2.38%) Power BI
10 3 (1.79%) Big Data
10 3 (1.79%) SQL Server Analysis Services
10 3 (1.79%) SQL Server Reporting Services
11 2 (1.19%) Neo4j
11 2 (1.19%) Star Schema
11 2 (1.19%) Tableau
Development Applications
1 19 (11.31%) Git (software)
2 17 (10.12%) Jenkins
3 13 (7.74%) Babel
3 13 (7.74%) webpack
4 7 (4.17%) Visual Studio Team System
5 6 (3.57%) JIRA
6 5 (2.98%) Bitbucket
7 4 (2.38%) Atlassian Bamboo
7 4 (2.38%) Visual Studio
8 2 (1.19%) Octopus Deploy
9 1 (0.60%) Cucumber
9 1 (0.60%) GitLab
9 1 (0.60%) JUnit
9 1 (0.60%) Maven
9 1 (0.60%) Postman
9 1 (0.60%) SonarQube
9 1 (0.60%) Terragrunt
General
1 41 (24.40%) Social Skills
2 29 (17.26%) Finance
3 18 (10.71%) Inclusion and Diversity
4 14 (8.33%) Billing
5 10 (5.95%) Public Sector
6 5 (2.98%) Analytical Skills
6 5 (2.98%) Legal
7 3 (1.79%) Retail
8 2 (1.19%) Law
8 2 (1.19%) Local Government
9 1 (0.60%) Games
9 1 (0.60%) Organisational Skills
Job Titles
1 82 (48.81%) Architect
2 29 (17.26%) Azure Architect
3 26 (15.48%) Solutions Architect
4 24 (14.29%) Cloud Architect
5 20 (11.90%) Cloud Solutions Architect
6 16 (9.52%) Senior Software Engineer
6 16 (9.52%) Software Engineer
7 15 (8.93%) Applications Architect
8 12 (7.14%) Lead Architect
8 12 (7.14%) Lead Solutions Architect
8 12 (7.14%) Service Architect
9 11 (6.55%) Azure Engineer
9 11 (6.55%) Infrastructure Engineer
9 11 (6.55%) Lead Cloud Architect
9 11 (6.55%) Technical Architect
10 7 (4.17%) Azure Developer
10 7 (4.17%) Developer
10 7 (4.17%) Technical Leader
11 6 (3.57%) Azure Infrastructure Engineer
11 6 (3.57%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 30 (17.86%) .NET
2 23 (13.69%) RESTful
3 20 (11.90%) Kafka
4 19 (11.31%) React
5 14 (8.33%) HTML
6 13 (7.74%) CSS
6 13 (7.74%) Node.js
6 13 (7.74%) Redux
7 10 (5.95%) JSON
8 6 (3.57%) REST
9 5 (2.98%) AngularJS
9 5 (2.98%) Web Services
9 5 (2.98%) XML
10 4 (2.38%) .NET Framework
10 4 (2.38%) COM
10 4 (2.38%) GeoJSON
10 4 (2.38%) SAML
10 4 (2.38%) SOAP
11 2 (1.19%) .NET Core
11 2 (1.19%) ARM Templates
Miscellaneous
1 21 (12.50%) User Experience
2 16 (9.52%) Social Network
3 14 (8.33%) Private Cloud
3 14 (8.33%) Public Cloud
4 13 (7.74%) Legacy Code
4 13 (7.74%) Mobile App
5 5 (2.98%) Greenfield Project
5 5 (2.98%) Hybrid Cloud
5 5 (2.98%) Management Information System
6 4 (2.38%) Self-Motivation
7 3 (1.79%) Cyberthreat
7 3 (1.79%) Data Centre
7 3 (1.79%) NHS
8 2 (1.19%) Cloud Native
8 2 (1.19%) Clustering
9 1 (0.60%) Enterprise Software
9 1 (0.60%) Legacy Systems
9 1 (0.60%) Linux Command Line
9 1 (0.60%) Mobile Payment
9 1 (0.60%) PKI
Operating Systems
1 16 (9.52%) Windows
2 12 (7.14%) VMS
3 11 (6.55%) Windows Server
4 6 (3.57%) Linux
5 5 (2.98%) Unix
6 1 (0.60%) Android
6 1 (0.60%) Apple iOS
6 1 (0.60%) Debian
6 1 (0.60%) Red Hat Enterprise Linux
6 1 (0.60%) Solaris
6 1 (0.60%) Ubuntu
6 1 (0.60%) Windows Server 2016
Processes & Methodologies
1 74 (44.05%) Agile Software Development
2 68 (40.48%) DevOps
3 38 (22.62%) Infrastructure as Code
4 32 (19.05%) Migration
5 30 (17.86%) SOA
6 28 (16.67%) Test Automation
7 27 (16.07%) Use Case
8 23 (13.69%) Software Engineering
9 21 (12.50%) Continuous Improvement
9 21 (12.50%) Deployment Automation
9 21 (12.50%) Microservices
10 19 (11.31%) Kanban
11 18 (10.71%) Infrastructure Engineering
12 17 (10.12%) Configuration Management
12 17 (10.12%) Data Modelling
12 17 (10.12%) Technology Roadmap
13 16 (9.52%) API Design
13 16 (9.52%) CRM
13 16 (9.52%) DevSecOps
14 15 (8.93%) API Integration
Programming Languages
1 52 (30.95%) SQL
2 36 (21.43%) Java
3 31 (18.45%) PowerShell
4 22 (13.10%) JavaScript
5 15 (8.93%) Python
6 14 (8.33%) Kotlin
7 13 (7.74%) PHP
7 13 (7.74%) Scala
8 12 (7.14%) Go
8 12 (7.14%) Ruby
9 11 (6.55%) Groovy
10 10 (5.95%) Bash Shell
11 5 (2.98%) PL/SQL
11 5 (2.98%) Shell Script
11 5 (2.98%) T-SQL
12 2 (1.19%) C#
12 2 (1.19%) Data Analysis Expressions (DAX)
13 1 (0.60%) Apple Swift
13 1 (0.60%) Java 8
13 1 (0.60%) Perl
Qualifications
1 10 (5.95%) Microsoft Certification
2 3 (1.79%) SC Cleared
2 3 (1.79%) Security Cleared
3 2 (1.19%) Degree
4 1 (0.60%) AWS Certification
4 1 (0.60%) OCA
4 1 (0.60%) OCP
4 1 (0.60%) Oracle Certification
Quality Assurance & Compliance
1 6 (3.57%) SLA
2 5 (2.98%) QA
3 1 (0.60%) GDPR
3 1 (0.60%) HIPAA
3 1 (0.60%) ISO/IEC 27001
3 1 (0.60%) SOC 2
System Software
1 28 (16.67%) Active Directory
2 25 (14.88%) Docker
3 7 (4.17%) VMware Infrastructure
4 4 (2.38%) Virtual Machines
5 3 (1.79%) DFS Replication
5 3 (1.79%) Hyper-V
6 1 (0.60%) LXC
6 1 (0.60%) NFS
6 1 (0.60%) SRDF
6 1 (0.60%) Veritas Cluster Server
6 1 (0.60%) Virtual Servers
Systems Management
1 58 (34.52%) Kubernetes
2 16 (9.52%) Opscode Chef
3 13 (7.74%) Graphite
3 13 (7.74%) Prometheus
4 11 (6.55%) Terraform
5 9 (5.36%) Ansible
5 9 (5.36%) Microsoft Intune
5 9 (5.36%) Puppet
6 2 (1.19%) Active Directory Federation Services
6 2 (1.19%) Failover Clustering
6 2 (1.19%) Microsoft Data Protection Manager
6 2 (1.19%) SCCM
6 2 (1.19%) SCOM
6 2 (1.19%) SCVMM
7 1 (0.60%) Data Guard
7 1 (0.60%) Packer
7 1 (0.60%) Single Sign-On
Vendors
1 72 (42.86%) Microsoft
2 14 (8.33%) Splunk
3 13 (7.74%) ServiceNow
4 8 (4.76%) VMware
5 4 (2.38%) Databricks
5 4 (2.38%) Oracle
6 3 (1.79%) IBM
7 2 (1.19%) Alteryx
7 2 (1.19%) Cisco
7 2 (1.19%) SAP
7 2 (1.19%) SnapLogic
8 1 (0.60%) ConnectWise
8 1 (0.60%) Dell
8 1 (0.60%) EMC
8 1 (0.60%) Hitachi
8 1 (0.60%) HP
8 1 (0.60%) LogicMonitor
8 1 (0.60%) Okta
8 1 (0.60%) Palo Alto
8 1 (0.60%) Zerto