Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 24 June 2021

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Azure Cosmos DB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Azure Cosmos DB over the 6 months to 24 June 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure Cosmos DB
UK > England
6 months to
24 Jun 2021		 Same period 2020 Same period 2019
Rank 549 611 814
Rank change year-on-year +62 +203 +157
Permanent jobs citing Azure Cosmos DB 393 224 253
As % of all permanent jobs advertised in England 0.42% 0.30% 0.19%
As % of the Cloud Services category 1.00% 0.84% 0.64%
Number of salaries quoted 328 182 191
10th Percentile £42,500 £42,500 £42,500
25th Percentile £52,500 £53,750 £52,500
Median annual salary (50th Percentile) £60,000 £75,000 £60,000
Median % change year-on-year -20.00% +25.00% -2.04%
75th Percentile £72,000 £87,500 £75,000
90th Percentile £81,250 £97,375 £86,250
UK median annual salary £60,000 £72,500 £60,000
% change year-on-year -17.24% +20.83% -

Azure Cosmos DB 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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 39,254 26,550 39,427
As % of all permanent IT jobs advertised in England 42.12% 35.79% 29.59%
Number of salaries quoted 29,193 22,034 32,524
10th Percentile £33,125 £32,500 £31,000
25th Percentile £42,500 £42,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +4.76%
75th Percentile £77,500 £76,250 £75,000
90th Percentile £95,000 £93,750 £88,750
UK median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +4.76%

Azure Cosmos DB
Job Vacancy Trend in England

Job postings citing Azure Cosmos DB as a proportion of all IT jobs advertised in England.

Job vacancy trend for Azure Cosmos DB in England

Azure Cosmos DB
Salary Trend in England

3-month moving average salary quoted in jobs citing Azure Cosmos DB in England.

Salary trend for Azure Cosmos DB in England

Azure Cosmos DB
Salary Histogram in England

Salary distribution for jobs citing Azure Cosmos DB in England over the 6 months to 24 June 2021.

Salary histogram for Azure Cosmos DB in England

Azure Cosmos DB
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Azure Cosmos DB within the England region over the 6 months to 24 June 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
London -53 148 £70,000 -6.67% 53
North of England +12 83 £60,000 +33.33% 15
South East +7 67 £55,000 -8.33% 17
Yorkshire - 50 £60,000 - 4
Midlands -27 46 £56,250 -16.67% 27
West Midlands -26 42 £56,250 -16.67% 13
North West -16 33 £60,000 +33.33% 11
East of England -10 16 £48,000 -7.69% 14
South West -56 16 £57,500 +4.55% 5
East Midlands -40 4 £58,750 +51.61% 14
Azure Cosmos DB
UK

For the 6 months to 24 June 2021, IT jobs citing Azure Cosmos DB 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 England region with a requirement for Azure Cosmos DB.

1 393 (100.00%) Azure
2 292 (74.30%) SQL
3 246 (62.60%) C#
4 237 (60.31%) DevOps
5 235 (59.80%) Agile Software Development
6 194 (49.36%) .NET
7 156 (39.69%) Azure SQL Database
8 153 (38.93%) JavaScript
9 145 (36.90%) PowerShell
9 145 (36.90%) Kubernetes
10 144 (36.64%) Docker
11 128 (32.57%) Microservices
12 125 (31.81%) TypeScript
13 117 (29.77%) .NET Core
14 115 (29.26%) SQL Server
15 114 (29.01%) Microsoft
16 102 (25.95%) Terraform
17 100 (25.45%) Analytics
18 95 (24.17%) Python
19 94 (23.92%) Bash Shell
20 93 (23.66%) Serverless
21 88 (22.39%) MongoDB
22 86 (21.88%) React
22 86 (21.88%) Scrum
22 86 (21.88%) Infrastructure as Code
23 84 (21.37%) Problem-Solving
24 83 (21.12%) Grafana
25 81 (20.61%) Jenkins
25 81 (20.61%) Azure Functions
26 80 (20.36%) Azure Service Bus

Azure Cosmos DB
Co-occurring IT Skills in England 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 12 (3.05%) Elasticsearch
2 10 (2.54%) Apache Spark
3 9 (2.29%) Confluence
4 8 (2.04%) IIS
5 6 (1.53%) CMS
5 6 (1.53%) MS Exchange
6 5 (1.27%) NServiceBus
6 5 (1.27%) Umbraco
7 4 (1.02%) Apache
8 3 (0.76%) SharePoint
9 1 (0.25%) Exchange Server 2013
9 1 (0.25%) Mule
9 1 (0.25%) nginx
9 1 (0.25%) Oracle SOA Suite
Applications
1 14 (3.56%) Chatbot
2 5 (1.27%) AutoCAD
2 5 (1.27%) Microsoft Excel
2 5 (1.27%) Revit
3 1 (0.25%) MS Visio
Business Applications
1 1 (0.25%) Dynamics CRM
Cloud Services
1 393 (100.00%) Azure
2 93 (23.66%) Serverless
3 81 (20.61%) Azure Functions
4 80 (20.36%) Azure Service Bus
5 79 (20.10%) SaaS
6 78 (19.85%) PaaS
7 64 (16.28%) Pulumi
8 61 (15.52%) AWS
9 58 (14.76%) Datadog
10 53 (13.49%) Azure Service Fabric
11 40 (10.18%) Azure Data Factory
12 36 (9.16%) IaaS
13 35 (8.91%) Power Platform
14 32 (8.14%) Azure Event Grid
15 28 (7.12%) Azure Active Directory
15 28 (7.12%) Azure Storage
16 27 (6.87%) Azure Synapse Analytics
17 20 (5.09%) Azure Logic Apps
18 17 (4.33%) Azure Machine Learning
18 17 (4.33%) GitHub
Communications & Networking
1 20 (5.09%) Firewall
2 8 (2.04%) DNS
2 8 (2.04%) TCP/IP
3 6 (1.53%) WAN
4 4 (1.02%) Network Security
5 2 (0.51%) Cisco IPT
5 2 (0.51%) HTTP
5 2 (0.51%) VPN
6 1 (0.25%) AMQP
6 1 (0.25%) IPv4
6 1 (0.25%) SSL
6 1 (0.25%) VLAN
Database & Business Intelligence
1 156 (39.69%) Azure SQL Database
2 115 (29.26%) SQL Server
3 88 (22.39%) MongoDB
4 71 (18.07%) Redis
5 66 (16.79%) MySQL
6 64 (16.28%) MariaDB
7 62 (15.78%) NoSQL
8 61 (15.52%) PostgreSQL
9 44 (11.20%) Data Lake
10 34 (8.65%) Power BI
11 31 (7.89%) Data Warehouse
12 22 (5.60%) Azure SQL Data Warehouse
13 21 (5.34%) SQL Server Analysis Services
14 19 (4.83%) Microsoft Analysis Services
15 17 (4.33%) SQL Server Integration Services
16 16 (4.07%) SQL Server Reporting Services
17 12 (3.05%) Relational Database
18 8 (2.04%) SQL Server 2012
18 8 (2.04%) Tableau
19 7 (1.78%) RDBMS
Development Applications
1 81 (20.61%) Jenkins
2 60 (15.27%) Team Foundation Server
3 37 (9.41%) Git (software)
4 20 (5.09%) Octopus Deploy
4 20 (5.09%) TeamCity
5 17 (4.33%) JMeter
6 16 (4.07%) NUnit
7 11 (2.80%) Selenium
8 10 (2.54%) JIRA
8 10 (2.54%) Visual Studio
8 10 (2.54%) Visual Studio Team System
9 9 (2.29%) gulp
9 9 (2.29%) Postman
9 9 (2.29%) SpecFlow
10 8 (2.04%) Moq
11 7 (1.78%) webpack
12 6 (1.53%) GitLab
12 6 (1.53%) jspm
12 6 (1.53%) Sonatype Nexus
13 5 (1.27%) Cucumber
General
1 73 (18.58%) Social Skills
2 17 (4.33%) Finance
3 14 (3.56%) Analytical Skills
3 14 (3.56%) Wearables
4 13 (3.31%) Organisational Skills
5 7 (1.78%) Public Sector
6 6 (1.53%) Law
7 5 (1.27%) Retail
8 4 (1.02%) Banking
8 4 (1.02%) Billing
9 2 (0.51%) Financial Institution
9 2 (0.51%) Marketing
9 2 (0.51%) Pharmaceutical
10 1 (0.25%) Aerospace
10 1 (0.25%) Electronics
10 1 (0.25%) Influencing Skills
10 1 (0.25%) Manufacturing
10 1 (0.25%) Presentation Skills
10 1 (0.25%) Publishing
10 1 (0.25%) Telecoms
Job Titles
1 148 (37.66%) Developer
2 121 (30.79%) Azure Engineer
3 94 (23.92%) DevOps Engineer
4 73 (18.58%) Azure DevOps
4 73 (18.58%) Azure DevOps Engineer
5 64 (16.28%) Senior Developer
6 61 (15.52%) .NET Developer
7 57 (14.50%) C# Developer
8 35 (8.91%) Software Engineer
9 30 (7.63%) Cloud Engineer
10 29 (7.38%) Full Stack Developer
11 27 (6.87%) C# .NET Developer
11 27 (6.87%) React Developer
11 27 (6.87%) Senior C# Developer
12 25 (6.36%) Azure Developer
13 24 (6.11%) Architect
14 21 (5.34%) Senior .NET Developer
15 19 (4.83%) Data Engineer
15 19 (4.83%) Software Developer
16 18 (4.58%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 194 (49.36%) .NET
2 117 (29.77%) .NET Core
3 86 (21.88%) React
4 66 (16.79%) .NET Framework
5 47 (11.96%) HTML
6 46 (11.70%) ASP.NET
6 46 (11.70%) CSS
7 45 (11.45%) REST
8 44 (11.20%) AngularJS
9 30 (7.63%) Node.js
10 28 (7.12%) ASP.NET Web API
11 27 (6.87%) Sass
12 24 (6.11%) WCF
13 22 (5.60%) SOAP
14 21 (5.34%) RESTful
15 20 (5.09%) ASP.NET MVC
16 18 (4.58%) OAuth
16 18 (4.58%) Redux
17 17 (4.33%) ASP.NET Core
17 17 (4.33%) JSON
Miscellaneous
1 66 (16.79%) Linux Command Line
2 51 (12.98%) Greenfield Project
3 24 (6.11%) Public Cloud
4 23 (5.85%) Algorithms
5 20 (5.09%) User Experience
6 8 (2.04%) Virtual Team
7 7 (1.78%) Blog
8 6 (1.53%) Data Centre
8 6 (1.53%) PKI
9 5 (1.27%) 3D Graphics
9 5 (1.27%) Mobile App
10 4 (1.02%) Cloud Native
10 4 (1.02%) Reinsurance
11 2 (0.51%) Clustering
11 2 (0.51%) Housing Association
11 2 (0.51%) Life Science
11 2 (0.51%) N-Tier
11 2 (0.51%) Social Media
11 2 (0.51%) State Machine
12 1 (0.25%) Replication
Operating Systems
1 14 (3.56%) Windows
2 8 (2.04%) Windows Server
3 7 (1.78%) Linux
4 2 (0.51%) Android
5 1 (0.25%) Apple iOS
5 1 (0.25%) Debian
5 1 (0.25%) Ubuntu
5 1 (0.25%) Windows Server 2012
Processes & Methodologies
1 237 (60.31%) DevOps
2 235 (59.80%) Agile Software Development
3 128 (32.57%) Microservices
4 100 (25.45%) Analytics
5 86 (21.88%) Infrastructure as Code
5 86 (21.88%) Scrum
6 84 (21.37%) Problem-Solving
7 72 (18.32%) TDD
8 68 (17.30%) Software Engineering
9 64 (16.28%) Web Application Development
10 63 (16.03%) Configuration Management
11 52 (13.23%) BDD
12 41 (10.43%) Continuous Integration
13 36 (9.16%) Business Intelligence
14 35 (8.91%) MVC
15 34 (8.65%) SOLID
16 32 (8.14%) Kanban
17 30 (7.63%) Machine Learning
18 28 (7.12%) B2B
19 27 (6.87%) Artificial Intelligence
Programming Languages
1 292 (74.30%) SQL
2 246 (62.60%) C#
3 153 (38.93%) JavaScript
4 145 (36.90%) PowerShell
5 125 (31.81%) TypeScript
6 95 (24.17%) Python
7 94 (23.92%) Bash Shell
8 77 (19.59%) Go
9 73 (18.58%) Java
10 67 (17.05%) PHP
11 64 (16.28%) Groovy
12 58 (14.76%) Ruby
13 17 (4.33%) T-SQL
14 13 (3.31%) Scala
15 11 (2.80%) Data Analysis Expressions (DAX)
16 9 (2.29%) ES6
17 8 (2.04%) C++
18 5 (1.27%) U-SQL
19 4 (1.02%) VB.NET
20 2 (0.51%) R
Qualifications
1 23 (5.85%) Degree
2 10 (2.54%) Computer Science Degree
3 7 (1.78%) SC Cleared
3 7 (1.78%) Security Cleared
4 6 (1.53%) Microsoft Certification
5 5 (1.27%) Master's Degree
6 2 (0.51%) (ISC)2 CCSP
6 2 (0.51%) AWS Certification
6 2 (0.51%) Cisco Certification
6 2 (0.51%) CISSP
7 1 (0.25%) MCSD
Quality Assurance & Compliance
1 19 (4.83%) QA
2 6 (1.53%) Data Quality
3 4 (1.02%) GRC
4 3 (0.76%) Accessibility
4 3 (0.76%) ISO/IEC 27001
5 2 (0.51%) WCAG
6 1 (0.25%) SLA
System Software
1 144 (36.64%) Docker
2 32 (8.14%) Active Directory
3 6 (1.53%) Virtual Machines
4 1 (0.25%) VMware Infrastructure
4 1 (0.25%) vSphere
Systems Management
1 145 (36.90%) Kubernetes
2 102 (25.95%) Terraform
3 83 (21.12%) Grafana
4 66 (16.79%) Prometheus
5 65 (16.54%) Ansible
6 60 (15.27%) Puppet
7 59 (15.01%) Opscode Chef
8 8 (2.04%) Active Directory Federation Services
9 1 (0.25%) Consul
9 1 (0.25%) Failover Clustering
9 1 (0.25%) Istio
9 1 (0.25%) Kibana
9 1 (0.25%) Microsoft Intune
9 1 (0.25%) MIIS
9 1 (0.25%) Salt
Vendors
1 114 (29.01%) Microsoft
2 64 (16.28%) New Relic
3 58 (14.76%) SaltStack
4 34 (8.65%) Databricks
5 15 (3.82%) Oracle
6 14 (3.56%) Google
7 9 (2.29%) Atlassian
8 5 (1.27%) Autodesk
8 5 (1.27%) IBM
9 4 (1.02%) SAP
9 4 (1.02%) Sony
10 3 (0.76%) Adobe
10 3 (0.76%) Apple
10 3 (0.76%) Citrix
10 3 (0.76%) Netezza
10 3 (0.76%) Teradata
11 2 (0.51%) Cognos
11 2 (0.51%) ServiceNow
12 1 (0.25%) ForgeRock
12 1 (0.25%) MuleSoft