Period
to 13 December 2019

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 13 December 2019 with a comparison to the same period in the previous 2 years.

Platform as a Service (PaaS)
South East > Berkshire
6 months to
13 Dec 2019
Same period 2018 Same period 2017
Rank 118 135 201
Rank change year-on-year +17 +66 +28
Permanent jobs citing PaaS 109 121 53
As % of all permanent IT jobs advertised in Berkshire 2.07% 2.00% 0.82%
As % of the Cloud Services category 6.72% 7.25% 4.28%
Number of salaries quoted 79 77 38
Berkshire median annual salary £65,000 £60,000 £53,750
Median salary % change year-on-year +8.33% +11.63% -16.02%
10th Percentile £40,000 £42,450 £25,000
90th Percentile £93,000 £88,250 £76,250
South East median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% -4.35%

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 Berkshire with a requirement for cloud computing skills.

All Cloud Skills
Berkshire
Permanent vacancies with a requirement for cloud computing skills 1,621 1,669 1,238
As % of all permanent IT jobs advertised in Berkshire 30.78% 27.66% 19.13%
Number of salaries quoted 1,333 1,238 962
Berkshire median annual salary £60,000 £55,000 £50,000
Median salary % change year-on-year +9.09% +10.00% -9.09%
10th Percentile £33,000 £28,925 £27,500
90th Percentile £85,000 £80,000 £76,125
South East median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -5.00%

PaaS
Job Vacancy Trend in Berkshire

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

Job vacancy trend for PaaS in Berkshire

PaaS
Salary Trend in Berkshire

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

Salary trend for PaaS in Berkshire

PaaS
Salary Histogram in Berkshire

The salary distribution of IT jobs citing PaaS in Berkshire over the 6 months to 13 December 2019.

Salary histogram for PaaS in Berkshire

PaaS
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PaaS within the Berkshire region over the 6 months to 13 December 2019. 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
Reading +22 62 £62,250 -4.23% 19
Maidenhead +32 28 £60,000 +4.35% 2
Slough +26 8 £85,000 -22.73%
Bracknell -7 4 £62,500 +2.04% 3
Ascot - 1 £80,000 -
PaaS
South East

For the 6 months to 13 December 2019, 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 Berkshire region with a requirement for PaaS.

1 71 (65.14%) Azure
2 63 (57.80%) IaaS
3 41 (37.61%) Microsoft
4 38 (34.86%) DevOps
5 35 (32.11%) SaaS
6 34 (31.19%) Linux
7 33 (30.28%) SQL
7 33 (30.28%) Agile Software Development
8 32 (29.36%) AWS
9 27 (24.77%) Git (software)
10 25 (22.94%) .NET
10 25 (22.94%) Windows
11 23 (21.10%) Microservices
12 21 (19.27%) Serverless
12 21 (19.27%) C#
13 20 (18.35%) Python
14 19 (17.43%) E-Commerce
14 19 (17.43%) JavaScript
15 18 (16.51%) Migration
15 18 (16.51%) SQL Server
16 17 (15.60%) SAP
17 16 (14.68%) Web Services
17 16 (14.68%) Java
17 16 (14.68%) Oracle
17 16 (14.68%) Private Cloud
18 15 (13.76%) Docker
18 15 (13.76%) ERP
18 15 (13.76%) Software Engineering
18 15 (13.76%) RESTful
18 15 (13.76%) Azure SQL Database

PaaS
Co-occurring IT Skills in Berkshire 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 (6.42%) CMS
2 3 (2.75%) Confluence
2 3 (2.75%) IIS
2 3 (2.75%) Sitecore CMS
3 2 (1.83%) Apache
3 2 (1.83%) Apache Spark
3 2 (1.83%) Elasticsearch
3 2 (1.83%) Jupyter
3 2 (1.83%) NServiceBus
4 1 (0.92%) Anypoint
4 1 (0.92%) OpenStack
4 1 (0.92%) SharePoint
Cloud Services
1 71 (65.14%) Azure
2 63 (57.80%) IaaS
3 35 (32.11%) SaaS
4 32 (29.36%) AWS
5 21 (19.27%) Serverless
6 11 (10.09%) Azure Active Directory
7 10 (9.17%) Office 365
8 9 (8.26%) AWS CloudFormation
9 6 (5.50%) Cloud Computing
10 5 (4.59%) GCP
11 4 (3.67%) npm
12 3 (2.75%) AWS Lambda
12 3 (2.75%) Heroku
13 2 (1.83%) Amazon SQS
13 2 (1.83%) Azure Machine Learning
13 2 (1.83%) Power Platform
14 1 (0.92%) Azure Data Factory
14 1 (0.92%) Azure Functions
14 1 (0.92%) Datadog
14 1 (0.92%) Dynamics 365
Communications & Networking
1 12 (11.01%) Firewall
1 12 (11.01%) Internet
2 4 (3.67%) Intrusion Detection
3 2 (1.83%) VPN
4 1 (0.92%) DMARC
4 1 (0.92%) Network Security
Database & Business Intelligence
1 18 (16.51%) SQL Server
2 15 (13.76%) Azure SQL Database
3 7 (6.42%) Data Warehouse
4 6 (5.50%) Apache Cassandra
5 5 (4.59%) RDBMS
5 5 (4.59%) Relational Database
6 4 (3.67%) Oracle Database
7 3 (2.75%) Geospatial Data
7 3 (2.75%) SAP HANA
8 2 (1.83%) Data Lake
8 2 (1.83%) GIS
8 2 (1.83%) NoSQL
8 2 (1.83%) Power BI
9 1 (0.92%) Amazon DynamoDB
9 1 (0.92%) Azure SQL Data Warehouse
9 1 (0.92%) Big Data
9 1 (0.92%) HDInsight
9 1 (0.92%) SQL Server 2012
9 1 (0.92%) SQL Server Integration Services
Development Applications
1 27 (24.77%) Git (software)
2 9 (8.26%) Jenkins
3 6 (5.50%) Visual Studio
4 5 (4.59%) Visual Studio Team System
5 4 (3.67%) Grunt
5 4 (3.67%) JIRA
5 4 (3.67%) Maven
5 4 (3.67%) Team Foundation Server
6 2 (1.83%) GitLab
6 2 (1.83%) Octopus Deploy
7 1 (0.92%) CircleCI
General
1 8 (7.34%) Retail
2 6 (5.50%) Finance
3 5 (4.59%) Pharmaceutical
4 2 (1.83%) Public Sector
5 1 (0.92%) Marketing
5 1 (0.92%) Military
Job Titles
1 25 (22.94%) Architect
2 22 (20.18%) Azure Engineer
3 19 (17.43%) Developer
4 18 (16.51%) DevOps Engineer
5 12 (11.01%) .NET Developer
5 12 (11.01%) Integration Architect
6 10 (9.17%) Infrastructure Engineer
7 9 (8.26%) Azure Developer
7 9 (8.26%) C# .NET Developer
7 9 (8.26%) C# Developer
7 9 (8.26%) Software Engineer
8 8 (7.34%) C# Software Engineer
8 8 (7.34%) Enterprise Architect
8 8 (7.34%) Enterprise Integration Architect
9 7 (6.42%) .NET Programmer
9 7 (6.42%) .NET Software Engineer
9 7 (6.42%) C# Software Developer
9 7 (6.42%) Senior Infrastructure Engineer
9 7 (6.42%) Software Programmer
9 7 (6.42%) SQL Developer
Libraries, Frameworks & Software Standards
1 25 (22.94%) .NET
2 16 (14.68%) Web Services
3 15 (13.76%) REST
3 15 (13.76%) RESTful
4 14 (12.84%) Kafka
5 12 (11.01%) RabbitMQ
6 7 (6.42%) React
6 7 (6.42%) Spring
7 5 (4.59%) .NET Core
7 5 (4.59%) AngularJS
7 5 (4.59%) ASP.NET Web API
8 4 (3.67%) JSON
8 4 (3.67%) Node.js
8 4 (3.67%) Oracle GoldenGate
8 4 (3.67%) Spring Boot
8 4 (3.67%) Velocity
9 3 (2.75%) Angular 2
9 3 (2.75%) ASP.NET
9 3 (2.75%) Vert.x
10 2 (1.83%) Keras
Miscellaneous
1 16 (14.68%) Private Cloud
2 13 (11.93%) Data Centre
3 12 (11.01%) Hybrid Cloud
4 9 (8.26%) Management Information System
5 8 (7.34%) Analytical Skills
5 8 (7.34%) Social Media
6 7 (6.42%) iPad
7 5 (4.59%) Enterprise Software
7 5 (4.59%) Public Cloud
8 3 (2.75%) Clustering
9 2 (1.83%) Cloud Native
9 2 (1.83%) Smart City
10 1 (0.92%) Augmented Reality
10 1 (0.92%) IVR
10 1 (0.92%) PKI
10 1 (0.92%) Replication
10 1 (0.92%) Virtual Team
Operating Systems
1 34 (31.19%) Linux
2 25 (22.94%) Windows
3 9 (8.26%) Windows Server
4 7 (6.42%) Red Hat Enterprise Linux
5 5 (4.59%) Windows Server 2012
6 4 (3.67%) Oracle Linux
7 2 (1.83%) Unix
8 1 (0.92%) Windows Server 2008
Processes & Methodologies
1 38 (34.86%) DevOps
2 33 (30.28%) Agile Software Development
3 23 (21.10%) Microservices
4 19 (17.43%) E-Commerce
5 18 (16.51%) Migration
6 15 (13.76%) ERP
6 15 (13.76%) Software Engineering
7 14 (12.84%) Cybersecurity
8 13 (11.93%) Business Intelligence
8 13 (11.93%) ITIL
8 13 (11.93%) Logistics
8 13 (11.93%) SOA
9 12 (11.01%) API Integration
9 12 (11.01%) CRM
9 12 (11.01%) Event-Driven Architecture
9 12 (11.01%) Release Management
10 11 (10.09%) Continuous Delivery
10 11 (10.09%) Service Management
10 11 (10.09%) Test Automation
11 10 (9.17%) Scrum
Programming Languages
1 33 (30.28%) SQL
2 21 (19.27%) C#
3 20 (18.35%) Python
4 19 (17.43%) JavaScript
5 16 (14.68%) Java
6 13 (11.93%) PowerShell
7 10 (9.17%) PHP
8 6 (5.50%) Bash Shell
9 3 (2.75%) Java 8
9 3 (2.75%) Kotlin
10 2 (1.83%) ES6
10 2 (1.83%) Scala
11 1 (0.92%) Go
11 1 (0.92%) U-SQL
11 1 (0.92%) XPath
Qualifications
1 13 (11.93%) AWS Certification
2 6 (5.50%) Degree
3 4 (3.67%) Microsoft Certification
4 3 (2.75%) CISM
4 3 (2.75%) CISSP
4 3 (2.75%) Computer Science Degree
4 3 (2.75%) Security Cleared
5 2 (1.83%) CESG Certified Professional
5 2 (1.83%) CRISC
5 2 (1.83%) MCSE
5 2 (1.83%) Numerate Degree
5 2 (1.83%) SC Cleared
6 1 (0.92%) CISA
6 1 (0.92%) CREST Certified
6 1 (0.92%) MCSA
6 1 (0.92%) MCSD
Quality Assurance & Compliance
1 7 (6.42%) QA
2 5 (4.59%) GAMP
2 5 (4.59%) GxP
3 4 (3.67%) 21 CFR Part 11
4 3 (2.75%) ISO/IEC 27001
4 3 (2.75%) JSP 440
5 2 (1.83%) Cyber Essentials
5 2 (1.83%) HMG Security Policy Framework
5 2 (1.83%) NCSC
5 2 (1.83%) SLA
6 1 (0.92%) GDPR
6 1 (0.92%) NIST
6 1 (0.92%) PCI DSS
System Software
1 15 (13.76%) Docker
2 14 (12.84%) VMware Infrastructure
3 12 (11.01%) Active Directory
4 2 (1.83%) Hyper-V
5 1 (0.92%) Virtual Machines
Systems Management
1 14 (12.84%) Ansible
2 13 (11.93%) Kubernetes
3 10 (9.17%) Terraform
4 9 (8.26%) Puppet
5 7 (6.42%) Opscode Chef
6 4 (3.67%) Oracle Enterprise Manager
6 4 (3.67%) Oracle RMAN
7 2 (1.83%) Grafana
7 2 (1.83%) Microsoft Clustering
7 2 (1.83%) Salt
8 1 (0.92%) Failover Clustering
8 1 (0.92%) HP Fortify
8 1 (0.92%) Pingdom
8 1 (0.92%) rkt
8 1 (0.92%) WSUS
Vendors
1 41 (37.61%) Microsoft
2 17 (15.60%) SAP
3 16 (14.68%) Oracle
4 14 (12.84%) VMware
5 13 (11.93%) Salesforce.com
6 12 (11.01%) Workday
7 7 (6.42%) Red Hat
8 5 (4.59%) ServiceNow
9 3 (2.75%) Google
9 3 (2.75%) hybris
9 3 (2.75%) Informatica
9 3 (2.75%) Sitecore
10 1 (0.92%) Adobe
10 1 (0.92%) Dynatrace
10 1 (0.92%) HP
10 1 (0.92%) MuleSoft
10 1 (0.92%) New Relic
10 1 (0.92%) Splunk
10 1 (0.92%) Tableau
10 1 (0.92%) Xamarin