Period
to 23 July 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 23 July 2021 with a comparison to the same period in the previous 2 years.

Platform as a Service (PaaS)
England > Yorkshire
6 months to
23 Jul 2021
Same period 2020 Same period 2019
Rank 141 136 231
Rank change year-on-year -5 +95 -35
Permanent jobs citing PaaS 107 56 79
As % of all permanent jobs advertised in Yorkshire 1.80% 1.49% 1.03%
As % of the Cloud Services category 4.17% 4.37% 3.86%
Number of salaries quoted 71 41 62
10th Percentile £35,250 £30,000 £42,500
25th Percentile £39,800 £36,750 £50,000
Median annual salary (50th Percentile) £65,000 £55,000 £57,500
Median % change year-on-year +18.18% -4.35% +0.88%
75th Percentile £74,375 £73,750 £69,375
90th Percentile £77,500 £75,000 £72,250
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 2,564 1,281 2,045
As % of all permanent IT jobs advertised in Yorkshire 43.02% 34.04% 26.71%
Number of salaries quoted 2,140 1,129 1,692
10th Percentile £29,488 £30,000 £26,525
25th Percentile £37,500 £36,750 £35,000
Median annual salary (50th Percentile) £47,500 £50,000 £45,000
Median % change year-on-year -5.00% +11.11% -
75th Percentile £65,000 £60,000 £57,500
90th Percentile £73,750 £69,600 £67,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 23 July 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 23 July 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 -38 54 £50,000 -21.88% 21
South Yorkshire -12 29 £70,000 +84.21% 3
North Yorkshire +18 23 £72,500 -3.33% 2
PaaS
England

For the 6 months to 23 July 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 54 (50.47%) IaaS
2 53 (49.53%) Azure
3 47 (43.93%) DevOps
3 47 (43.93%) Kubernetes
4 39 (36.45%) Agile Software Development
5 36 (33.64%) Microsoft
5 36 (33.64%) Infrastructure as Code
6 34 (31.78%) SaaS
7 31 (28.97%) Docker
8 30 (28.04%) Java
9 29 (27.10%) Serverless
10 27 (25.23%) AWS
11 26 (24.30%) SQL
12 22 (20.56%) SQL Server
12 22 (20.56%) PowerShell
12 22 (20.56%) Public Sector
13 21 (19.63%) .NET
14 19 (17.76%) Python
15 17 (15.89%) JavaScript
15 17 (15.89%) Software Engineering
15 17 (15.89%) User Experience
15 17 (15.89%) Opscode Chef
15 17 (15.89%) Re-Platforming
16 16 (14.95%) Canary Deployment
16 16 (14.95%) Blue-Green Deployment
16 16 (14.95%) Git (software)
16 16 (14.95%) Splunk
16 16 (14.95%) Data Modelling
17 15 (14.02%) SOA
17 15 (14.02%) Test Automation

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 3 (2.80%) IIS
2 2 (1.87%) Apache Spark
3 1 (0.93%) Cloud Foundry
3 1 (0.93%) CMS
3 1 (0.93%) Confluence
3 1 (0.93%) Skype for Business
Applications
1 1 (0.93%) Adobe Illustrator
1 1 (0.93%) Figma
1 1 (0.93%) Microsoft Excel
1 1 (0.93%) Microsoft Office
1 1 (0.93%) Microsoft PowerPoint
1 1 (0.93%) Photoshop
Business Applications
1 1 (0.93%) Dynamics CRM
1 1 (0.93%) Oracle Applications
1 1 (0.93%) SAP ERP
Cloud Services
1 54 (50.47%) IaaS
2 53 (49.53%) Azure
3 34 (31.78%) SaaS
4 29 (27.10%) Serverless
5 27 (25.23%) AWS
6 14 (13.08%) Amazon EKS
7 13 (12.15%) AWS CloudFormation
8 12 (11.21%) AWS Lambda
9 11 (10.28%) Azure Stack
10 8 (7.48%) GCP
10 8 (7.48%) Power Platform
11 7 (6.54%) Microsoft 365
12 5 (4.67%) Azure Functions
13 4 (3.74%) Azure Synapse Analytics
14 3 (2.80%) Azure Data Factory
14 3 (2.80%) Cloud Computing
15 2 (1.87%) Amazon CloudWatch
15 2 (1.87%) Amazon GuardDuty
15 2 (1.87%) Azure Active Directory
15 2 (1.87%) Azure Cosmos DB
Communications & Networking
1 12 (11.21%) Firewall
2 8 (7.48%) SAN
3 4 (3.74%) DMZ
3 4 (3.74%) DNS
3 4 (3.74%) TCP/IP
3 4 (3.74%) VPN
4 3 (2.80%) HTTP
4 3 (2.80%) NAS
5 2 (1.87%) DHCP
5 2 (1.87%) Fibre Channel
5 2 (1.87%) ICMP
5 2 (1.87%) Intrusion Detection
5 2 (1.87%) iSCSI
5 2 (1.87%) Network Security
5 2 (1.87%) SNMP
6 1 (0.93%) BGP
6 1 (0.93%) EIGRP
6 1 (0.93%) Internet
6 1 (0.93%) MPLS
6 1 (0.93%) OSPF
Database & Business Intelligence
1 22 (20.56%) SQL Server
2 14 (13.08%) MySQL
3 12 (11.21%) NoSQL
4 11 (10.28%) Redis
5 7 (6.54%) Power BI
5 7 (6.54%) Relational Database
5 7 (6.54%) SQL Server Integration Services
6 6 (5.61%) Data Warehouse
6 6 (5.61%) SQL Server Analysis Services
6 6 (5.61%) SQL Server Reporting Services
7 5 (4.67%) Hadoop
8 4 (3.74%) Oracle Database
9 3 (2.80%) Crystal Reports
9 3 (2.80%) MariaDB
9 3 (2.80%) Oracle Database 12c
10 2 (1.87%) Big Data
10 2 (1.87%) Data Lake
10 2 (1.87%) Neo4j
10 2 (1.87%) Star Schema
10 2 (1.87%) Tableau
Development Applications
1 16 (14.95%) Git (software)
2 13 (12.15%) Jenkins
3 11 (10.28%) Babel
3 11 (10.28%) webpack
4 2 (1.87%) Bitbucket
4 2 (1.87%) Octopus Deploy
5 1 (0.93%) Atlassian Bamboo
5 1 (0.93%) git-flow
5 1 (0.93%) GitLab
5 1 (0.93%) JIRA
5 1 (0.93%) TeamCity
5 1 (0.93%) Visual Studio
General
1 22 (20.56%) Public Sector
2 12 (11.21%) Billing
3 11 (10.28%) Social Skills
4 8 (7.48%) Finance
5 6 (5.61%) Retail
6 3 (2.80%) Analytical Skills
6 3 (2.80%) Banking
6 3 (2.80%) Manufacturing
7 2 (1.87%) Presentation Skills
8 1 (0.93%) Local Government
8 1 (0.93%) Marketing
8 1 (0.93%) Organisational Skills
Job Titles
1 40 (37.38%) Architect
2 16 (14.95%) Cloud Architect
3 13 (12.15%) Senior Software Engineer
3 13 (12.15%) Software Engineer
4 11 (10.28%) Applications Architect
4 11 (10.28%) Technical Architect
5 10 (9.35%) AWS Engineer
5 10 (9.35%) DevOps Engineer
6 9 (8.41%) AWS DevOps
7 8 (7.48%) AWS DevOps Engineer
7 8 (7.48%) Solutions Architect
8 7 (6.54%) Cloud Solutions Architect
9 6 (5.61%) Technical Leader
10 5 (4.67%) Developer
11 4 (3.74%) Azure Engineer
11 4 (3.74%) Cloud Engineer
11 4 (3.74%) Infrastructure Engineer
11 4 (3.74%) Platform Engineer
11 4 (3.74%) Systems Engineer
12 3 (2.80%) Azure Architect
Libraries, Frameworks & Software Standards
1 21 (19.63%) .NET
2 15 (14.02%) React
3 14 (13.08%) HTML
3 14 (13.08%) Kafka
3 14 (13.08%) RESTful
4 12 (11.21%) CSS
4 12 (11.21%) Node.js
5 11 (10.28%) Redux
6 4 (3.74%) AngularJS
6 4 (3.74%) JSON
6 4 (3.74%) REST
7 3 (2.80%) ASP.NET
7 3 (2.80%) XML
8 2 (1.87%) .NET Framework
8 2 (1.87%) ASP.NET MVC
8 2 (1.87%) ASP.NET Web API
8 2 (1.87%) Web Services
9 1 (0.93%) .NET Core
9 1 (0.93%) Spring Boot
9 1 (0.93%) Spring Cloud
Miscellaneous
1 17 (15.89%) User Experience
2 13 (12.15%) NHS
3 11 (10.28%) Legacy Code
4 9 (8.41%) Public Cloud
5 8 (7.48%) Management Information System
6 5 (4.67%) Clustering
7 4 (3.74%) Greenfield Project
8 3 (2.80%) Hybrid Cloud
8 3 (2.80%) Linux Command Line
8 3 (2.80%) PKI
8 3 (2.80%) Private Cloud
9 2 (1.87%) Cloud Native
9 2 (1.87%) Enterprise Software
10 1 (0.93%) Data Centre
10 1 (0.93%) Self-Motivation
Operating Systems
1 12 (11.21%) Linux
1 12 (11.21%) Windows
2 8 (7.48%) Windows Server
3 5 (4.67%) Unix
4 3 (2.80%) Red Hat Enterprise Linux
5 2 (1.87%) Solaris
Processes & Methodologies
1 47 (43.93%) DevOps
2 39 (36.45%) Agile Software Development
3 36 (33.64%) Infrastructure as Code
4 17 (15.89%) Re-Platforming
4 17 (15.89%) Software Engineering
5 16 (14.95%) Blue-Green Deployment
5 16 (14.95%) Canary Deployment
5 16 (14.95%) Data Modelling
6 15 (14.02%) SOA
6 15 (14.02%) Test Automation
7 14 (13.08%) Collaborative Working
7 14 (13.08%) Microservices
7 14 (13.08%) Migration
8 13 (12.15%) Biometrics
8 13 (12.15%) CRM
9 12 (11.21%) API Design
9 12 (11.21%) Deployment Automation
9 12 (11.21%) Kanban
9 12 (11.21%) Mentoring
10 11 (10.28%) SOLID
Programming Languages
1 30 (28.04%) Java
2 26 (24.30%) SQL
3 22 (20.56%) PowerShell
4 19 (17.76%) Python
5 17 (15.89%) JavaScript
6 12 (11.21%) PHP
7 11 (10.28%) Kotlin
7 11 (10.28%) Scala
8 9 (8.41%) Bash Shell
9 7 (6.54%) T-SQL
10 4 (3.74%) C#
11 3 (2.80%) Groovy
12 2 (1.87%) Data Analysis Expressions (DAX)
12 2 (1.87%) Perl
12 2 (1.87%) Ruby
13 1 (0.93%) C
13 1 (0.93%) C++
13 1 (0.93%) ES6
13 1 (0.93%) Go
13 1 (0.93%) TypeScript
Qualifications
1 3 (2.80%) AWS Certification
1 3 (2.80%) Degree
2 2 (1.87%) Microsoft Certification
3 1 (0.93%) CCNA
3 1 (0.93%) CCNP
3 1 (0.93%) Cisco Certification
3 1 (0.93%) ITIL Foundation Certificate
3 1 (0.93%) MCSA
3 1 (0.93%) MCSE
3 1 (0.93%) SC Cleared
3 1 (0.93%) Security Cleared
Quality Assurance & Compliance
1 4 (3.74%) QA
2 3 (2.80%) SLA
System Software
1 31 (28.97%) Docker
2 10 (9.35%) VMware Infrastructure
3 9 (8.41%) Active Directory
4 3 (2.80%) DFS Replication
4 3 (2.80%) Veritas Cluster Server
5 2 (1.87%) Hyper-V
5 2 (1.87%) LXC
5 2 (1.87%) NFS
5 2 (1.87%) SRDF
5 2 (1.87%) Virtual Machines
Systems Management
1 47 (43.93%) Kubernetes
2 17 (15.89%) Opscode Chef
3 13 (12.15%) Terraform
4 11 (10.28%) Graphite
4 11 (10.28%) Prometheus
5 9 (8.41%) Ansible
6 6 (5.61%) Puppet
7 2 (1.87%) Active Directory Federation Services
7 2 (1.87%) Nessus
7 2 (1.87%) Single Sign-On
8 1 (0.93%) Failover Clustering
8 1 (0.93%) Microsoft Data Protection Manager
8 1 (0.93%) Microsoft Intune
8 1 (0.93%) Packer
8 1 (0.93%) SCCM
8 1 (0.93%) SCOM
8 1 (0.93%) SCVMM
Vendors
1 36 (33.64%) Microsoft
2 16 (14.95%) Splunk
3 11 (10.28%) VMware
4 9 (8.41%) Oracle
5 5 (4.67%) Atlassian
5 5 (4.67%) Google
5 5 (4.67%) SAP
6 4 (3.74%) Alteryx
6 4 (3.74%) Cisco
6 4 (3.74%) Dynatrace
6 4 (3.74%) IBM
6 4 (3.74%) Red Hat
6 4 (3.74%) SnapLogic
7 3 (2.80%) Percona
7 3 (2.80%) ServiceNow
7 3 (2.80%) Veritas
8 2 (1.87%) Dell
8 2 (1.87%) Hitachi
8 2 (1.87%) HP
8 2 (1.87%) NetApp