Period
to 12 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 12 November 2018 with a comparison to the same period in the previous 2 years.

Platform as a Service (PaaS)
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 112 199 202
Rank change year-on-year +87 +3 +54
Permanent jobs citing PaaS 82 19 24
As % of all permanent IT jobs advertised in Leeds 2.12% 0.39% 0.44%
As % of the Cloud Services category 8.46% 2.91% 4.89%
Number of salaries quoted 94 20 22
Leeds median annual salary £55,500 £70,000 £52,500
Median salary % change year-on-year -20.71% +33.33% -16.00%
10th Percentile £45,750 £44,700 £47,500
90th Percentile £72,500 £75,000 £84,000
West Yorkshire median annual salary £52,500 £70,000 £55,750
% change year-on-year -25.00% +25.56% -10.80%

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 Leeds with a requirement for cloud computing skills.

All Cloud Skills
Leeds
Permanent vacancies with a requirement for cloud computing skills 969 653 491
As % of all permanent IT jobs advertised in Leeds 25.08% 13.32% 9.04%
Number of salaries quoted 833 551 413
Leeds median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +12.50%
10th Percentile £30,000 £27,500 £27,650
90th Percentile £70,000 £67,500 £68,500
West Yorkshire median annual salary £45,000 £45,000 £45,000

PaaS
Job Vacancy Trend in Leeds

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

Job vacancy trend for PaaS in Leeds

PaaS
Salary Trend in Leeds

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

Salary trend for PaaS in Leeds

PaaS
Salary Histogram in Leeds

The salary distribution of IT jobs citing PaaS in Leeds over the 6 months to 12 November 2018.

Salary histogram for PaaS in Leeds

For the 6 months to 12 November 2018, 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 Leeds region with a requirement for PaaS.

1 74 (90.24%) IaaS
2 60 (73.17%) SaaS
3 59 (71.95%) Microsoft Azure
4 57 (69.51%) DevOps
5 40 (48.78%) Agile Software Development
6 36 (43.90%) PowerShell
7 34 (41.46%) Microsoft
8 28 (34.15%) Finance
9 25 (30.49%) SQL
9 25 (30.49%) Puppet
9 25 (30.49%) Jenkins
10 24 (29.27%) Bash Shell
10 24 (29.27%) SQL Server
11 23 (28.05%) Amazon AWS
12 20 (24.39%) Disaster Recovery
12 20 (24.39%) Firewall
13 19 (23.17%) Capacity Management
14 18 (21.95%) Business Intelligence
14 18 (21.95%) Site Reliability Engineering
15 17 (20.73%) ISO/IEC 27001
15 17 (20.73%) Atlassian Bamboo
16 16 (19.51%) Cybersecurity
16 16 (19.51%) Docker
16 16 (19.51%) Kubernetes
16 16 (19.51%) Terraform
16 16 (19.51%) Intrusion Detection
16 16 (19.51%) Information Security
17 15 (18.29%) Degree
17 15 (18.29%) Identity Access Management
17 15 (18.29%) GitLab

PaaS
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 (9.76%) Skype for Business
2 5 (6.10%) Apache Spark
2 5 (6.10%) SharePoint
2 5 (6.10%) WebSphere
3 1 (1.22%) Apache
3 1 (1.22%) Tomcat
Applications
1 5 (6.10%) Microsoft Excel
1 5 (6.10%) MS Visio
Cloud Services
1 74 (90.24%) IaaS
2 60 (73.17%) SaaS
3 59 (71.95%) Microsoft Azure
4 23 (28.05%) Amazon AWS
5 2 (2.44%) Akamai
5 2 (2.44%) Google Cloud Platform
6 1 (1.22%) Office 365
Communications & Networking
1 20 (24.39%) Firewall
2 16 (19.51%) Intrusion Detection
3 10 (12.20%) DNS
4 8 (9.76%) Fibre Channel
5 4 (4.88%) TCP/IP
6 3 (3.66%) BGP
6 3 (3.66%) LAN
6 3 (3.66%) Network Security
6 3 (3.66%) OSPF
6 3 (3.66%) WAN
7 2 (2.44%) DHCP
7 2 (2.44%) EIGRP
8 1 (1.22%) IPsec
8 1 (1.22%) MPLS
8 1 (1.22%) SSL
8 1 (1.22%) VLAN
8 1 (1.22%) VPN
8 1 (1.22%) WLAN
Database & Business Intelligence
1 24 (29.27%) SQL Server
2 9 (10.98%) Azure SQL Database
3 8 (9.76%) Big Data
3 8 (9.76%) Data Warehouse
4 6 (7.32%) Hadoop
5 5 (6.10%) PerformancePoint
5 5 (6.10%) PowerPivot
5 5 (6.10%) SAP Data Services
5 5 (6.10%) SQL Server Integration Services
5 5 (6.10%) SQL Server Reporting Services
6 4 (4.88%) BusinessObjects
6 4 (4.88%) Microsoft Analysis Services
6 4 (4.88%) SQL Server Analysis Services
7 2 (2.44%) Oracle Database
8 1 (1.22%) Amazon DynamoDB
8 1 (1.22%) Amazon RDS
8 1 (1.22%) MongoDB
8 1 (1.22%) Oracle Reports
8 1 (1.22%) PostgreSQL
Development Applications
1 25 (30.49%) Jenkins
2 17 (20.73%) Atlassian Bamboo
3 15 (18.29%) GitLab
4 9 (10.98%) Bitbucket
4 9 (10.98%) JIRA
4 9 (10.98%) TeamCity
5 8 (9.76%) Git (software)
6 1 (1.22%) CircleCI
6 1 (1.22%) Codeship
6 1 (1.22%) JUnit
6 1 (1.22%) Selenium
General
1 28 (34.15%) Finance
2 9 (10.98%) Financial Institution
3 1 (1.22%) Marketing
3 1 (1.22%) Retail
3 1 (1.22%) Telecoms
Job Titles
1 17 (20.73%) Architect
1 17 (20.73%) Site Engineer
1 17 (20.73%) Site Reliability Engineer
2 16 (19.51%) Azure Engineer
3 13 (15.85%) Infrastructure Engineer
4 10 (12.20%) Platform Engineer
5 8 (9.76%) Cloud Engineer
5 8 (9.76%) Cloud Infrastructure Engineer
5 8 (9.76%) DevOps Architect
5 8 (9.76%) PowerShell Engineer
5 8 (9.76%) Windows Engineer
5 8 (9.76%) Windows Infrastructure Engineer
6 7 (8.54%) Consultant
6 7 (8.54%) DevOps Engineer
6 7 (8.54%) Security Consultant
6 7 (8.54%) Solutions Architect
7 6 (7.32%) Analyst
7 6 (7.32%) Cybersecurity Analyst
7 6 (7.32%) Cybersecurity Consultant
7 6 (7.32%) Security Analyst
Libraries, Frameworks & Software Standards
1 12 (14.63%) .NET
2 9 (10.98%) .NET Core
3 8 (9.76%) Node.js
4 5 (6.10%) MDX
5 3 (3.66%) AngularJS
5 3 (3.66%) CSS
5 3 (3.66%) HTML
6 2 (2.44%) ASP.NET
6 2 (2.44%) ASP.NET MVC
6 2 (2.44%) jQuery
7 1 (1.22%) Dropwizard
7 1 (1.22%) Express
7 1 (1.22%) JSON
7 1 (1.22%) PhoneGap
7 1 (1.22%) React
7 1 (1.22%) REST
7 1 (1.22%) Spring
7 1 (1.22%) Spring Boot
7 1 (1.22%) Swagger
7 1 (1.22%) WireMock
Miscellaneous
1 13 (15.85%) Management Information System
2 9 (10.98%) Hybrid Cloud
3 5 (6.10%) Analytical Skills
4 2 (2.44%) Computer Science
5 1 (1.22%) Mobile App
5 1 (1.22%) Private Cloud
5 1 (1.22%) Public Cloud
5 1 (1.22%) User Experience
Operating Systems
1 10 (12.20%) Windows
2 4 (4.88%) Linux
2 4 (4.88%) Unix
3 1 (1.22%) Android
Processes & Methodologies
1 57 (69.51%) DevOps
2 40 (48.78%) Agile Software Development
3 20 (24.39%) Disaster Recovery
4 19 (23.17%) Capacity Management
5 18 (21.95%) Business Intelligence
5 18 (21.95%) Site Reliability Engineering
6 16 (19.51%) Cybersecurity
6 16 (19.51%) Information Security
7 15 (18.29%) Identity Access Management
7 15 (18.29%) Infrastructure Engineering
8 13 (15.85%) ITIL
9 12 (14.63%) Analytics
10 11 (13.41%) Presales
10 11 (13.41%) Risk Management
11 10 (12.20%) Test Automation
12 9 (10.98%) Configuration Management
12 9 (10.98%) IT Strategy
12 9 (10.98%) ITSM
12 9 (10.98%) Service Management
13 8 (9.76%) Identity Management
Programming Languages
1 36 (43.90%) PowerShell
2 25 (30.49%) SQL
3 24 (29.27%) Bash Shell
4 13 (15.85%) JavaScript
5 12 (14.63%) C#
5 12 (14.63%) Java
5 12 (14.63%) Python
6 11 (13.41%) C++
6 11 (13.41%) Perl
7 5 (6.10%) Data Analysis Expressions (DAX)
8 1 (1.22%) Shell Script
Qualifications
1 15 (18.29%) Degree
2 10 (12.20%) CISSP
3 1 (1.22%) CCNP
3 1 (1.22%) Cisco Certification
3 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 17 (20.73%) ISO/IEC 27001
2 5 (6.10%) Cyber Essentials
3 4 (4.88%) SLA
4 1 (1.22%) QA
System Software
1 16 (19.51%) Docker
2 12 (14.63%) Active Directory
3 10 (12.20%) VMware Infrastructure
4 2 (2.44%) Hyper-V
Systems Management
1 25 (30.49%) Puppet
2 16 (19.51%) Kubernetes
2 16 (19.51%) Terraform
3 10 (12.20%) Ansible
4 9 (10.98%) Opscode Chef
5 3 (3.66%) McAfee ePO
5 3 (3.66%) Nessus
6 2 (2.44%) Mesos
7 1 (1.22%) CFEngine
7 1 (1.22%) Nagios
7 1 (1.22%) SCCM
Vendors
1 34 (41.46%) Microsoft
2 10 (12.20%) Citrix
2 10 (12.20%) VMware
3 9 (10.98%) Brocade
4 8 (9.76%) Dell
5 5 (6.10%) IBM
5 5 (6.10%) SAP
6 4 (4.88%) McAfee
6 4 (4.88%) Nintex
7 3 (3.66%) CheckPoint
7 3 (3.66%) SolarWinds
7 3 (3.66%) Splunk
8 2 (2.44%) ArcSight
8 2 (2.44%) Atlassian
8 2 (2.44%) Barracuda Networks
8 2 (2.44%) Cisco
8 2 (2.44%) CyberArk
8 2 (2.44%) Fortinet
8 2 (2.44%) Google
8 2 (2.44%) Oracle