Period
to 4 December 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 4 December 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure Cosmos DB
England > Midlands
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 238 204 325
Rank change year-on-year -34 +121 -6
Permanent jobs citing Azure Cosmos DB 90 13 15
As % of all permanent jobs advertised in the Midlands 0.84% 0.27% 0.13%
As % of the Cloud Services category 2.10% 0.69% 0.43%
Number of salaries quoted 87 5 5
10th Percentile £27,500 £49,750 "
25th Percentile £38,000 £55,000 £50,000
Median annual salary (50th Percentile) £52,500 £60,000 £55,000
Median % change year-on-year -12.50% +9.09% -8.33%
75th Percentile £71,250 £67,500 £60,000
90th Percentile £82,500 £68,250 £66,000
England median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% +4.00%

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 the Midlands with a requirement for cloud computing skills.

All Cloud Skills
Midlands
Permanent vacancies with a requirement for cloud computing skills 4,286 1,881 3,482
As % of all permanent IT jobs advertised in the Midlands 40.09% 39.38% 30.69%
Number of salaries quoted 3,412 1,566 3,003
10th Percentile £29,500 £28,500 £26,250
25th Percentile £37,500 £35,250 £34,250
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £66,250 £61,250 £60,000
90th Percentile £80,000 £72,500 £72,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Azure Cosmos DB
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Azure Cosmos DB in the Midlands

Azure Cosmos DB
Salary Trend in the Midlands

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

Salary trend for Azure Cosmos DB in the Midlands

Azure Cosmos DB
Salary Histogram in the Midlands

Salary distribution for jobs citing Azure Cosmos DB in the Midlands over the 6 months to 4 December 2021.

Salary histogram for Azure Cosmos DB in the Midlands

Azure Cosmos DB
Job Locations in the Midlands

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 Midlands region over the 6 months to 4 December 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 Midlands -24 77 £41,500 -36.15% 2
East Midlands -58 11 £75,000 +25.00% 8
Azure Cosmos DB
England

For the 6 months to 4 December 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 Midlands region with a requirement for Azure Cosmos DB.

1 90 (100.00%) Azure
2 64 (71.11%) SQL
3 63 (70.00%) DevOps
4 61 (67.78%) C#
5 49 (54.44%) Agile Software Development
6 48 (53.33%) PowerShell
7 44 (48.89%) .NET
8 41 (45.56%) Python
9 35 (38.89%) Microservices
10 34 (37.78%) TDD
11 29 (32.22%) Kubernetes
11 29 (32.22%) Terraform
12 27 (30.00%) Docker
13 26 (28.89%) SQL Server
14 25 (27.78%) RESTful
14 25 (27.78%) Bash Shell
14 25 (27.78%) NoSQL
14 25 (27.78%) Azure SQL Database
15 24 (26.67%) QA
15 24 (26.67%) .NET Core
16 23 (25.56%) Self-Motivation
16 23 (25.56%) Analytics
16 23 (25.56%) Software Engineering
17 22 (24.44%) Databricks
17 22 (24.44%) Data Lake
17 22 (24.44%) Power Platform
17 22 (24.44%) Power BI
17 22 (24.44%) Infrastructure as Code
18 21 (23.33%) SQL Server Integration Services
18 21 (23.33%) Business Intelligence

Azure Cosmos DB
Co-occurring IT Skills in the Midlands 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 5 (5.56%) Elasticsearch
2 1 (1.11%) Apache Spark
2 1 (1.11%) nginx
Applications
1 19 (21.11%) Microsoft Excel
Cloud Services
1 90 (100.00%) Azure
2 22 (24.44%) Power Platform
3 18 (20.00%) AWS
4 12 (13.33%) GCP
5 10 (11.11%) Azure Service Bus
5 10 (11.11%) GitHub
6 9 (10.00%) Azure Functions
6 9 (10.00%) Serverless
7 7 (7.78%) Pulumi
8 5 (5.56%) Azure Data Factory
9 4 (4.44%) Azure Synapse Analytics
9 4 (4.44%) SaaS
10 3 (3.33%) Azure Key Vault
10 3 (3.33%) Azure Service Fabric
11 2 (2.22%) Azure Active Directory
12 1 (1.11%) Amazon EMR
12 1 (1.11%) Amazon Kinesis
12 1 (1.11%) AWS Lambda
12 1 (1.11%) Azure Machine Learning
12 1 (1.11%) IaaS
Communications & Networking
1 2 (2.22%) Firewall
2 1 (1.11%) Cisco IPT
Database & Business Intelligence
1 26 (28.89%) SQL Server
2 25 (27.78%) Azure SQL Database
2 25 (27.78%) NoSQL
3 22 (24.44%) Data Lake
3 22 (24.44%) Power BI
4 21 (23.33%) SQL Server Integration Services
5 20 (22.22%) SQL Server Analysis Services
5 20 (22.22%) SQL Server Reporting Services
6 18 (20.00%) Star Schema
7 7 (7.78%) MariaDB
7 7 (7.78%) MongoDB
8 3 (3.33%) Data Warehouse
9 1 (1.11%) Amazon DynamoDB
9 1 (1.11%) Amazon RDS
9 1 (1.11%) Amazon Redshift
9 1 (1.11%) Big Data
9 1 (1.11%) Electronic Patient Records
9 1 (1.11%) Microsoft Analysis Services
9 1 (1.11%) Relational Database
9 1 (1.11%) Tableau
Development Applications
1 15 (16.67%) Jenkins
2 10 (11.11%) GitLab
3 7 (7.78%) Git (software)
4 3 (3.33%) JMeter
4 3 (3.33%) Octopus Deploy
4 3 (3.33%) TeamCity
5 2 (2.22%) Visual Studio
6 1 (1.11%) kappa
6 1 (1.11%) NUnit
6 1 (1.11%) SQL Server Management Studio (SSMS)
General
1 7 (7.78%) Retail
2 5 (5.56%) Social Skills
3 1 (1.11%) Analytical Skills
3 1 (1.11%) Law
3 1 (1.11%) Public Sector
Job Titles
1 19 (21.11%) Developer
2 18 (20.00%) Data Engineer
3 16 (17.78%) DevOps Engineer
3 16 (17.78%) Platform Engineer
4 12 (13.33%) Consultant
4 12 (13.33%) Data Consultant
5 11 (12.22%) Software Engineer
6 10 (11.11%) Junior
6 10 (11.11%) Junior Software Engineer
7 9 (10.00%) Azure Engineer
7 9 (10.00%) Trainee
8 8 (8.89%) Software Developer
9 7 (7.78%) Business Intelligence Developer
9 7 (7.78%) Integration Developer
9 7 (7.78%) Trainee Developer
10 6 (6.67%) Python Engineer
11 4 (4.44%) Senior Developer
12 3 (3.33%) .NET Developer
12 3 (3.33%) Data Analytics Consultant
12 3 (3.33%) Site Engineer
Libraries, Frameworks & Software Standards
1 44 (48.89%) .NET
2 25 (27.78%) RESTful
3 24 (26.67%) .NET Core
4 19 (21.11%) MDX
5 7 (7.78%) RabbitMQ
6 5 (5.56%) CSS
6 5 (5.56%) HTML
7 4 (4.44%) AngularJS
8 3 (3.33%) React
9 2 (2.22%) .NET Framework
9 2 (2.22%) Blazor
9 2 (2.22%) YAML
10 1 (1.11%) ASP.NET Web API
10 1 (1.11%) jQuery
10 1 (1.11%) KnockoutJS
10 1 (1.11%) REST
10 1 (1.11%) SOAP
10 1 (1.11%) Twitter Bootstrap
10 1 (1.11%) Web Services
10 1 (1.11%) WebAssembly
Miscellaneous
1 23 (25.56%) Self-Motivation
2 3 (3.33%) Algorithms
2 3 (3.33%) Greenfield Project
2 3 (3.33%) Hybrid Cloud
3 1 (1.11%) Data Structures
3 1 (1.11%) User Experience
Operating Systems
1 1 (1.11%) Windows
Processes & Methodologies
1 63 (70.00%) DevOps
2 49 (54.44%) Agile Software Development
3 35 (38.89%) Microservices
4 34 (37.78%) TDD
5 23 (25.56%) Analytics
5 23 (25.56%) Software Engineering
6 22 (24.44%) Infrastructure as Code
7 21 (23.33%) Business Intelligence
8 18 (20.00%) Data Engineering
8 18 (20.00%) Data Modelling
8 18 (20.00%) Kimball Methodology
8 18 (20.00%) Machine Learning
9 16 (17.78%) Information Management
9 16 (17.78%) Scrum
10 15 (16.67%) Actionable Insight
10 15 (16.67%) API Design
11 13 (14.44%) Configuration Management
12 12 (13.33%) Site Reliability Engineering
13 10 (11.11%) SOLID
14 8 (8.89%) OO
Programming Languages
1 64 (71.11%) SQL
2 61 (67.78%) C#
3 48 (53.33%) PowerShell
4 41 (45.56%) Python
5 25 (27.78%) Bash Shell
6 21 (23.33%) Go
7 19 (21.11%) Data Analysis Expressions (DAX)
8 15 (16.67%) Java
9 12 (13.33%) JavaScript
10 7 (7.78%) PHP
11 4 (4.44%) T-SQL
12 1 (1.11%) Scala
Qualifications
1 1 (1.11%) (ISC)2 CCSP
1 1 (1.11%) AWS Certification
1 1 (1.11%) CCSP
1 1 (1.11%) Cisco Certification
1 1 (1.11%) CISSP
1 1 (1.11%) MCSD
1 1 (1.11%) Microsoft Certification
Quality Assurance & Compliance
1 24 (26.67%) QA
System Software
1 27 (30.00%) Docker
2 2 (2.22%) Active Directory
2 2 (2.22%) Virtual Machines
Systems Management
1 29 (32.22%) Kubernetes
1 29 (32.22%) Terraform
2 14 (15.56%) Ansible
3 13 (14.44%) Puppet
4 10 (11.11%) Grafana
5 7 (7.78%) Prometheus
Vendors
1 22 (24.44%) Databricks
2 21 (23.33%) Microsoft
3 7 (7.78%) New Relic
4 1 (1.11%) ServiceNow