Period
to

The following table provides summary statistics for permanent job vacancies 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 12 August 2022 with a comparison to the same period in the previous 2 years.

Microsoft Azure Cosmos DB
UK
6 months to
12 Aug 2022
Same period 2021 Same period 2020
Rank 563 576 586
Rank change year-on-year +13 +10 +239
Permanent jobs citing Azure Cosmos DB 906 506 207
As % of all permanent jobs advertised in the UK 0.54% 0.44% 0.33%
As % of the Cloud Services category 1.20% 1.02% 0.87%
Number of salaries quoted 364 406 150
10th Percentile £43,750 £41,000 £39,121
25th Percentile £57,500 £47,500 £51,250
Median annual salary (50th Percentile) £70,000 £60,000 £70,000
Median % change year-on-year +16.67% -14.29% +16.67%
75th Percentile £87,813 £71,813 £87,500
90th Percentile £98,750 £83,750 £96,250
UK excluding London median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% -4.07%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 75,636 49,619 23,749
As % of all permanent IT jobs advertised in the UK 44.78% 43.37% 37.51%
Number of salaries quoted 39,183 35,588 19,609
10th Percentile £33,740 £32,500 £32,500
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £61,600 £60,000 £57,500
Median % change year-on-year +2.67% +4.35% +4.55%
75th Percentile £82,500 £78,750 £75,000
90th Percentile £98,750 £95,000 £93,750
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Azure Cosmos DB
Job Vacancy Trend

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

Job vacancy trend for Azure Cosmos DB in the UK

Azure Cosmos DB
Salary Trend

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

Salary trend for Azure Cosmos DB in the UK

Azure Cosmos DB
Salary Histogram

Salary distribution for jobs citing Azure Cosmos DB over the 6 months to 12 August 2022.

Salary histogram for Azure Cosmos DB in the UK

Azure Cosmos DB
Top 16 Job Locations

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 UK over the 6 months to 12 August 2022. 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
Jobs
England +8 807 £72,500 +20.83% 78
London +26 440 £77,500 +10.71% 44
Work from Home -44 408 £67,500 +27.36% 32
UK excluding London 0 407 £65,000 +13.04% 39
North of England +3 153 £60,000 - 7
North West 0 100 £47,500 -20.83% 3
South East -48 93 £77,500 +40.91% 5
Midlands -54 80 £70,000 +40.00% 14
West Midlands -70 59 £70,000 +40.00% 10
Yorkshire -37 43 £60,000 - 2
South West -18 29 £37,500 -33.33% 3
Scotland -28 24 £60,000 +41.18% 3
East Midlands -8 21 £70,000 +64.71% 4
East of England -62 21 £50,000 +4.17% 2
North East - 10 £75,000 - 2
Wales - 8 £55,000 - 3

For the 6 months to 12 August 2022, 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 with a requirement for Azure Cosmos DB.

1 906 (100.00%) Azure
2 656 (72.41%) SQL
3 519 (57.28%) Agile
4 505 (55.74%) .NET
5 485 (53.53%) C#
6 445 (49.12%) CI/CD
7 436 (48.12%) DevOps
8 349 (38.52%) Python
9 343 (37.86%) SQL Server
10 336 (37.09%) Microsoft
11 329 (36.31%) Azure DevOps
12 318 (35.10%) Software Engineering
13 301 (33.22%) Analytics
14 287 (31.68%) Data Lake
15 283 (31.24%) Kubernetes
16 258 (28.48%) Azure Service Bus
17 255 (28.15%) Microservices
18 249 (27.48%) Problem-Solving
19 236 (26.05%) ETL
20 234 (25.83%) .NET Core
21 220 (24.28%) Scrum
22 219 (24.17%) Social Skills
23 206 (22.74%) Terraform
24 200 (22.08%) Data Analytics
25 197 (21.74%) Java
26 193 (21.30%) NoSQL
27 190 (20.97%) AWS
28 189 (20.86%) PowerShell
28 189 (20.86%) React
29 184 (20.31%) JavaScript

Azure Cosmos DB
Co-occurring IT Skills 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 57 (6.29%) Apache Spark
2 42 (4.64%) Apache
3 23 (2.54%) BizTalk Server
4 22 (2.43%) SharePoint
5 12 (1.32%) Apache Synapse
6 11 (1.21%) Mule
7 9 (0.99%) Confluence
7 9 (0.99%) Skype for Business
8 4 (0.44%) IIS
9 2 (0.22%) MQSeries
10 1 (0.11%) Apache Airflow
10 1 (0.11%) Exchange Server 2013
10 1 (0.11%) NServiceBus
10 1 (0.11%) Oracle Workflow
10 1 (0.11%) Tomcat
Applications
1 5 (0.55%) Microsoft Excel
2 4 (0.44%) AutoCAD
2 4 (0.44%) Revit
Business Applications
1 10 (1.10%) Oracle ERP
2 5 (0.55%) Dynamics CRM
3 4 (0.44%) SAP S/4HANA
4 1 (0.11%) Oracle Retail
4 1 (0.11%) Shopify
Cloud Services
1 906 (100.00%) Azure
2 329 (36.31%) Azure DevOps
3 258 (28.48%) Azure Service Bus
4 190 (20.97%) AWS
5 178 (19.65%) Azure AKS
6 177 (19.54%) Serverless
7 150 (16.56%) Azure Functions
8 138 (15.23%) Azure Data Factory
9 120 (13.25%) Snowflake
10 117 (12.91%) Azure Synapse Analytics
11 113 (12.47%) GitHub
12 106 (11.70%) Azure Monitor
13 101 (11.15%) GCP
14 100 (11.04%) Matillion
15 99 (10.93%) Power Platform
16 93 (10.26%) SaaS
17 84 (9.27%) PaaS
18 77 (8.50%) Azure Logic Apps
19 76 (8.39%) Azure Event Grid
20 72 (7.95%) GitHub Actions
Communications & Networking
1 22 (2.43%) HTTP
2 19 (2.10%) DNS
2 19 (2.10%) Firewall
3 17 (1.88%) VPN
4 14 (1.55%) DHCP
5 12 (1.32%) Cisco IPT
5 12 (1.32%) Internet
6 9 (0.99%) Network Security
6 9 (0.99%) Skype
7 4 (0.44%) TCP/IP
8 3 (0.33%) IPv6
8 3 (0.33%) Reverse Proxy
9 2 (0.22%) VLAN
9 2 (0.22%) VoIP
10 1 (0.11%) IPv4
10 1 (0.11%) LAN
10 1 (0.11%) RFID
10 1 (0.11%) SAN
10 1 (0.11%) WAN
10 1 (0.11%) Wi-Fi
Database & Business Intelligence
1 343 (37.86%) SQL Server
2 287 (31.68%) Data Lake
3 193 (21.30%) NoSQL
4 182 (20.09%) Data Warehouse
5 174 (19.21%) Azure SQL Database
6 123 (13.58%) MongoDB
7 119 (13.13%) Elasticsearch
8 116 (12.80%) Big Data
9 95 (10.49%) Power BI
10 92 (10.15%) Star Schema
11 79 (8.72%) Relational Database
12 75 (8.28%) Redis
13 72 (7.95%) PostgreSQL
14 65 (7.17%) MySQL
15 64 (7.06%) DynamoDB
16 54 (5.96%) Oracle Database
17 40 (4.42%) Tableau
18 36 (3.97%) SQL Server Integration Services
19 35 (3.86%) Apache Cassandra
19 35 (3.86%) SQL Server Reporting Services
Development Applications
1 148 (16.34%) Git (software)
2 119 (13.13%) GitLab
3 58 (6.40%) Jenkins
4 41 (4.53%) Octopus Deploy
5 38 (4.19%) TeamCity
6 29 (3.20%) CircleCI
7 27 (2.98%) Visual Studio
8 26 (2.87%) JIRA
9 21 (2.32%) NUnit
10 18 (1.99%) Postman
11 12 (1.32%) MLflow
12 11 (1.21%) Team Foundation Server
13 10 (1.10%) Bitbucket
13 10 (1.10%) SpecFlow
13 10 (1.10%) webpack
14 8 (0.88%) NCrunch
14 8 (0.88%) ReSharper
15 7 (0.77%) Atlassian Bamboo
15 7 (0.77%) Fiddler
15 7 (0.77%) JMeter
General
1 219 (24.17%) Social Skills
2 169 (18.65%) Finance
3 103 (11.37%) Retail
4 90 (9.93%) Public Sector
5 87 (9.60%) Analytical Skills
6 77 (8.50%) Marketing
7 38 (4.19%) Organisational Skills
8 35 (3.86%) Manufacturing
9 28 (3.09%) Banking
10 27 (2.98%) Telecoms
11 19 (2.10%) Games
11 19 (2.10%) Local Government
12 18 (1.99%) Electronics
13 17 (1.88%) Esports
13 17 (1.88%) Online Betting
14 12 (1.32%) Public Speaking
15 11 (1.21%) Influencing Skills
15 11 (1.21%) Pharmaceutical
16 10 (1.10%) Legal
17 7 (0.77%) Advertising
Job Titles
1 204 (22.52%) Developer
2 201 (22.19%) Data Engineer
3 169 (18.65%) Software Engineer
4 145 (16.00%) Azure Engineer
5 109 (12.03%) Architect
6 93 (10.26%) Cloud Engineer
7 68 (7.51%) Senior Software Engineer
8 56 (6.18%) DevOps Engineer
9 54 (5.96%) Senior Data Engineer
10 53 (5.85%) .NET Developer
10 53 (5.85%) Full Stack Developer
11 52 (5.74%) Data Architect
12 50 (5.52%) Senior Cloud Engineer
13 48 (5.30%) Security Engineer
14 46 (5.08%) Senior Developer
14 46 (5.08%) Senior Security Engineer
15 43 (4.75%) C# Developer
15 43 (4.75%) Solutions Architect
16 40 (4.42%) Azure DevOps Engineer
17 34 (3.75%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 505 (55.74%) .NET
2 234 (25.83%) .NET Core
3 189 (20.86%) React
4 144 (15.89%) ASP.NET
5 125 (13.80%) AngularJS
6 123 (13.58%) .NET Framework
7 84 (9.27%) REST
8 81 (8.94%) RESTful
9 74 (8.17%) CSS
10 72 (7.95%) ASP.NET Core
11 70 (7.73%) Node.js
12 64 (7.06%) ASP.NET Web API
13 61 (6.73%) Kafka
14 56 (6.18%) HTML
15 55 (6.07%) ASP.NET MVC
16 52 (5.74%) Vue.js
17 50 (5.52%) ARM Templates
18 49 (5.41%) YAML
19 44 (4.86%) LINQ
19 44 (4.86%) Spring
Miscellaneous
1 126 (13.91%) Self-Motivation
2 99 (10.93%) Data Structures
3 62 (6.84%) User Experience
4 57 (6.29%) Greenfield Project
5 56 (6.18%) Hackathon
6 50 (5.52%) Cloud Native
7 47 (5.19%) Mobile App
8 32 (3.53%) Enterprise Software
9 25 (2.76%) Linux Command Line
10 24 (2.65%) Foreign Exchange (FX)
11 22 (2.43%) Algorithms
12 17 (1.88%) Online Games
12 17 (1.88%) Sports Betting
12 17 (1.88%) Virtual Team
13 15 (1.66%) PropTech
14 14 (1.55%) Data Centre
15 13 (1.43%) Replication
16 12 (1.32%) Blog
16 12 (1.32%) NHS
17 10 (1.10%) Management Information System
Operating Systems
1 107 (11.81%) Windows
2 62 (6.84%) Linux
3 46 (5.08%) Android
4 45 (4.97%) Apple iOS
5 28 (3.09%) Windows Server
6 12 (1.32%) VMS
7 10 (1.10%) Windows Server 2012
8 9 (0.99%) Windows Server 2019
9 8 (0.88%) Windows Server 2008
9 8 (0.88%) Windows Server 2016
10 5 (0.55%) Ubuntu
11 4 (0.44%) Alpine Linux
11 4 (0.44%) Amazon Linux
12 2 (0.22%) Unix
Processes & Methodologies
1 519 (57.28%) Agile
2 445 (49.12%) CI/CD
3 436 (48.12%) DevOps
4 318 (35.10%) Software Engineering
5 301 (33.22%) Analytics
6 255 (28.15%) Microservices
7 249 (27.48%) Problem-Solving
8 236 (26.05%) ETL
9 220 (24.28%) Scrum
10 200 (22.08%) Data Analytics
11 180 (19.87%) Mentoring
12 161 (17.77%) TDD
13 160 (17.66%) Kanban
13 160 (17.66%) Test Automation
14 155 (17.11%) Machine Learning
15 153 (16.89%) Infrastructure as Code
16 152 (16.78%) Artificial Intelligence
17 149 (16.45%) Data Modelling
18 148 (16.34%) Data Engineering
19 147 (16.23%) Data Science
Programming Languages
1 656 (72.41%) SQL
2 485 (53.53%) C#
3 349 (38.52%) Python
4 197 (21.74%) Java
5 189 (20.86%) PowerShell
6 184 (20.31%) JavaScript
7 130 (14.35%) Scala
8 125 (13.80%) Bash
9 103 (11.37%) TypeScript
10 95 (10.49%) T-SQL
11 36 (3.97%) Go
12 28 (3.09%) Apple Swift
12 28 (3.09%) Objective-C
13 24 (2.65%) Bicep
13 24 (2.65%) Ruby
14 18 (1.99%) C
15 11 (1.21%) PHP
16 8 (0.88%) Groovy
17 7 (0.77%) C++
18 5 (0.55%) ES7
Qualifications
1 85 (9.38%) Degree
2 34 (3.75%) Microsoft Certification
3 32 (3.53%) Computer Science Degree
4 12 (1.32%) (ISC)2 CCSP
4 12 (1.32%) Cisco Certification
4 12 (1.32%) CISSP
4 12 (1.32%) SC Cleared
4 12 (1.32%) Security Cleared
5 8 (0.88%) ITIL Foundation Certificate
6 7 (0.77%) Master's Degree
7 5 (0.55%) AWS Certification
7 5 (0.55%) MCSE
8 4 (0.44%) Numerate Degree
9 2 (0.22%) MCSA
10 1 (0.11%) TOGAF Certification
Quality Assurance & Compliance
1 101 (11.15%) Data Quality
2 63 (6.95%) QA
3 19 (2.10%) GRC
4 15 (1.66%) SLA
5 6 (0.66%) Accessibility
6 5 (0.55%) GDPR
6 5 (0.55%) ISO/IEC 27001
7 1 (0.11%) ISO 9001
System Software
1 146 (16.11%) Docker
2 38 (4.19%) Active Directory
3 17 (1.88%) Virtual Machines
4 2 (0.22%) vSphere
5 1 (0.11%) VMware Infrastructure
Systems Management
1 283 (31.24%) Kubernetes
2 206 (22.74%) Terraform
3 77 (8.50%) Ansible
4 61 (6.73%) Puppet
5 30 (3.31%) Opscode Chef
6 17 (1.88%) Grafana
7 16 (1.77%) Prometheus
8 9 (0.99%) Active Directory Federation Services
8 9 (0.99%) Microsoft Intune
9 6 (0.66%) Kibana
10 5 (0.55%) Microsoft Clustering
10 5 (0.55%) MIIS
11 4 (0.44%) Nagios
12 2 (0.22%) Istio
12 2 (0.22%) Oozie
13 1 (0.11%) AirWatch
13 1 (0.11%) Failover Clustering
13 1 (0.11%) NetCrunch
13 1 (0.11%) Packer
13 1 (0.11%) Single Sign-On
Vendors
1 336 (37.09%) Microsoft
2 136 (15.01%) Databricks
3 79 (8.72%) Oracle
4 42 (4.64%) Xamarin
5 38 (4.19%) Salesforce.com
6 37 (4.08%) Google
7 35 (3.86%) Informatica
8 30 (3.31%) SAP
9 29 (3.20%) Dell
10 15 (1.66%) MicroStrategy
11 13 (1.43%) New Relic
12 12 (1.32%) Cadence
13 9 (0.99%) Dynatrace
14 8 (0.88%) CloudEndure
14 8 (0.88%) SaltStack
15 5 (0.55%) Mercator
15 5 (0.55%) ServiceNow
16 4 (0.44%) Autodesk
16 4 (0.44%) Sage
16 4 (0.44%) Workday