Period
to 7 December 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Cosmos DB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cosmos DB over the 6 months to 7 December 2019 with a comparison to the same period in the previous 2 years.

Microsoft Azure Cosmos DB (Azure DocumentDB)
UK > England
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 701 778 1128
Rank change year-on-year +77 +350 +35
Permanent jobs citing Cosmos DB 311 344 76
As % of all permanent IT jobs advertised in England 0.25% 0.23% 0.045%
As % of the Database & Business Intelligence category 0.94% 0.80% 0.15%
Number of salaries quoted 250 244 77
England median annual salary £65,000 £65,000 £52,500
Median salary % change year-on-year - +23.81% +5.00%
10th Percentile £37,500 £45,000 £45,750
90th Percentile £87,500 £87,500 £80,000
UK median annual salary £62,500 £63,000 £52,500
% change year-on-year -0.79% +20.00% +5.00%

Cosmos DB is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 32,952 43,029 50,565
As % of all permanent IT jobs advertised in England 26.82% 28.82% 30.16%
Number of salaries quoted 27,510 35,638 42,073
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,000 £31,250 £30,000
90th Percentile £87,500 £85,000 £77,500
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

Cosmos DB
Job Vacancy Trend in England

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

Job vacancy trend for Cosmos DB in England

Cosmos DB
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cosmos DB in England.

Salary trend for Cosmos DB in England

Cosmos DB
Salary Histogram in England

The salary distribution of IT jobs citing Cosmos DB in England over the 6 months to 7 December 2019.

Salary histogram for Cosmos DB in England

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 Cosmos DB within the England region over the 6 months to 7 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
London +88 212 £65,000 -3.70% 38
South East +24 55 £60,000 -4.76% 19
Midlands -18 15 £55,000 -26.67% 11
North of England +61 13 £61,250 +2.08% 6
North West - 12 £60,000 - 5
West Midlands -21 10 £55,000 -30.16% 6
South West +7 8 £37,500 -25.00% 4
East of England +54 7 £51,750 +8.95% 4
East Midlands +21 5 - - 5
North East - 1 £75,000 -
Cosmos DB
UK

For the 6 months to 7 December 2019, IT jobs citing 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 Cosmos DB.

1 303 (97.43%) Azure
2 199 (63.99%) C#
3 198 (63.67%) .NET
4 186 (59.81%) SQL
5 167 (53.70%) Microsoft
6 141 (45.34%) Agile Software Development
7 125 (40.19%) DevOps
8 124 (39.87%) SQL Server
9 97 (31.19%) Machine Learning
10 93 (29.90%) .NET Core
11 91 (29.26%) Analytics
12 88 (28.30%) Azure SQL Database
13 84 (27.01%) NoSQL
14 81 (26.05%) Git (software)
14 81 (26.05%) Microservices
15 80 (25.72%) JavaScript
16 79 (25.40%) ASP.NET
17 75 (24.12%) TDD
17 75 (24.12%) Serverless
18 70 (22.51%) MVC
19 69 (22.19%) AngularJS
20 68 (21.86%) HTML
21 66 (21.22%) React
22 65 (20.90%) AWS
23 64 (20.58%) Business Intelligence
24 63 (20.26%) Artificial Intelligence
25 57 (18.33%) Scrum
25 57 (18.33%) Power BI
25 57 (18.33%) Power Platform
26 56 (18.01%) Azure Data Factory

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 21 (6.75%) Apache Spark
2 12 (3.86%) Confluence
2 12 (3.86%) Elasticsearch
3 10 (3.22%) SharePoint
4 8 (2.57%) Apache Pig
5 7 (2.25%) ArcGIS
5 7 (2.25%) BizTalk Server
5 7 (2.25%) SharePoint Server
6 4 (1.29%) Apache
7 3 (0.96%) Apache Solr
8 2 (0.64%) Umbraco
9 1 (0.32%) SAS
9 1 (0.32%) Skype for Business
Applications
1 12 (3.86%) Chatbot
2 11 (3.54%) Microsoft Excel
Business Applications
1 1 (0.32%) Dynamics CRM
1 1 (0.32%) NetSuite
Cloud Services
1 303 (97.43%) Azure
2 75 (24.12%) Serverless
3 65 (20.90%) AWS
4 57 (18.33%) Power Platform
5 56 (18.01%) Azure Data Factory
6 47 (15.11%) Azure Functions
7 46 (14.79%) PaaS
8 41 (13.18%) SaaS
9 26 (8.36%) Azure Machine Learning
10 22 (7.07%) Azure Active Directory
11 20 (6.43%) Cloud Computing
12 16 (5.14%) IaaS
13 11 (3.54%) AWS Lambda
13 11 (3.54%) Data Lake Analytics
14 10 (3.22%) Office 365
14 10 (3.22%) PowerApps
15 9 (2.89%) GCP
16 6 (1.93%) GitHub
17 5 (1.61%) Amazon Kinesis
18 4 (1.29%) npm
Communications & Networking
1 15 (4.82%) Software-Defined Networking
2 14 (4.50%) TCP/IP
3 10 (3.22%) DNS
3 10 (3.22%) Firewall
4 2 (0.64%) SMS
5 1 (0.32%) Internet
5 1 (0.32%) Skype
Database & Business Intelligence
1 124 (39.87%) SQL Server
2 88 (28.30%) Azure SQL Database
3 84 (27.01%) NoSQL
4 57 (18.33%) Power BI
5 54 (17.36%) Data Lake
6 53 (17.04%) Big Data
7 40 (12.86%) MongoDB
8 38 (12.22%) Data Warehouse
9 27 (8.68%) Redis
10 26 (8.36%) SQL Server Analysis Services
11 21 (6.75%) Azure SQL Data Warehouse
12 20 (6.43%) SQL Server Integration Services
13 19 (6.11%) Microsoft Analysis Services
14 18 (5.79%) SQL Server Reporting Services
15 16 (5.14%) GIS
15 16 (5.14%) Hadoop
16 13 (4.18%) MySQL
17 11 (3.54%) Geospatial Data
17 11 (3.54%) PolyBase
17 11 (3.54%) SQL Server 2012
Development Applications
1 81 (26.05%) Git (software)
2 30 (9.65%) TeamCity
3 29 (9.32%) Visual Studio
4 26 (8.36%) Octopus Deploy
5 22 (7.07%) Visual Studio Team System
6 20 (6.43%) JIRA
7 15 (4.82%) Jenkins
8 12 (3.86%) Team Foundation Server
9 9 (2.89%) kappa
10 8 (2.57%) Selenium
10 8 (2.57%) Sonatype Nexus
11 7 (2.25%) Gatling
11 7 (2.25%) SpecFlow
12 5 (1.61%) Gradle
12 5 (1.61%) Maven
12 5 (1.61%) Postman
12 5 (1.61%) SonarQube
13 4 (1.29%) Vagrant
14 3 (0.96%) Grunt
14 3 (0.96%) Yeoman
General
1 48 (15.43%) Finance
2 24 (7.72%) Public Sector
3 19 (6.11%) Banking
4 15 (4.82%) Billing
5 14 (4.50%) Marketing
6 11 (3.54%) Retail
7 9 (2.89%) Games
8 7 (2.25%) Telecoms
9 6 (1.93%) Electronics
9 6 (1.93%) Manufacturing
10 2 (0.64%) Advertising
10 2 (0.64%) Housing Association
10 2 (0.64%) Law
10 2 (0.64%) Publishing
11 1 (0.32%) Financial Institution
11 1 (0.32%) Legal
Job Titles
1 168 (54.02%) Developer
2 98 (31.51%) .NET Developer
3 46 (14.79%) C# Developer
4 44 (14.15%) Azure Engineer
5 43 (13.83%) Azure Developer
6 39 (12.54%) Architect
7 28 (9.00%) Senior Developer
8 27 (8.68%) C# .NET Developer
9 26 (8.36%) Business Intelligence Developer
10 25 (8.04%) Solutions Architect
11 23 (7.40%) Senior .NET Developer
12 18 (5.79%) Azure Architect
13 16 (5.14%) Full Stack Developer
14 15 (4.82%) Lead Developer
15 14 (4.50%) Data Engineer
15 14 (4.50%) DevOps Engineer
16 12 (3.86%) Consultant
16 12 (3.86%) Data Scientist
17 11 (3.54%) Software Developer
17 11 (3.54%) Software Engineer
Libraries, Frameworks & Software Standards
1 198 (63.67%) .NET
2 93 (29.90%) .NET Core
3 79 (25.40%) ASP.NET
4 69 (22.19%) AngularJS
5 68 (21.86%) HTML
6 66 (21.22%) React
7 55 (17.68%) CSS
8 54 (17.36%) ASP.NET Web API
9 48 (15.43%) .NET Framework
10 39 (12.54%) REST
11 30 (9.65%) HTML5
12 26 (8.36%) ASP.NET MVC
13 23 (7.40%) ASP.NET Core
14 21 (6.75%) Entity Framework
14 21 (6.75%) Web Services
15 20 (6.43%) JSON
15 20 (6.43%) Twitter Bootstrap
16 18 (5.79%) Node.js
17 15 (4.82%) Vue.js
18 12 (3.86%) Angular 2
Miscellaneous
1 39 (12.54%) Analytical Skills
2 38 (12.22%) Greenfield Project
3 29 (9.32%) Mobile App
4 24 (7.72%) User Experience
5 19 (6.11%) Management Information System
6 13 (4.18%) Data Protection Act
7 10 (3.22%) Virtual Team
8 8 (2.57%) Blog
9 4 (1.29%) Enterprise Software
9 4 (1.29%) Public Cloud
10 3 (0.96%) Wiki
11 2 (0.64%) Analytical Mindset
11 2 (0.64%) Learning Management System
12 1 (0.32%) Algorithms
12 1 (0.32%) Enterprise Cloud
12 1 (0.32%) Internet of Things
12 1 (0.32%) Private Cloud
12 1 (0.32%) Robotics
12 1 (0.32%) Self-Motivation
12 1 (0.32%) Smartphone
Operating Systems
1 31 (9.97%) Windows
2 12 (3.86%) Linux
3 4 (1.29%) Android
3 4 (1.29%) Apple iOS
4 1 (0.32%) VMS
4 1 (0.32%) Windows 10
4 1 (0.32%) Windows 7
4 1 (0.32%) Windows Server 2012
Processes & Methodologies
1 141 (45.34%) Agile Software Development
2 125 (40.19%) DevOps
3 97 (31.19%) Machine Learning
4 91 (29.26%) Analytics
5 81 (26.05%) Microservices
6 75 (24.12%) TDD
7 70 (22.51%) MVC
8 64 (20.58%) Business Intelligence
9 63 (20.26%) Artificial Intelligence
10 57 (18.33%) Scrum
11 53 (17.04%) Test Automation
12 47 (15.11%) Continuous Integration
13 42 (13.50%) Software Engineering
14 40 (12.86%) BDD
15 38 (12.22%) Problem-Solving
16 36 (11.58%) Visualisation
17 35 (11.25%) Kanban
18 33 (10.61%) Computer Science
19 30 (9.65%) Web Development
20 27 (8.68%) Unit Testing
Programming Languages
1 199 (63.99%) C#
2 186 (59.81%) SQL
3 80 (25.72%) JavaScript
4 50 (16.08%) T-SQL
5 48 (15.43%) PowerShell
6 34 (10.93%) Python
7 28 (9.00%) Data Analysis Expressions (DAX)
8 21 (6.75%) Java
8 21 (6.75%) R
9 15 (4.82%) Perl
9 15 (4.82%) PHP
9 15 (4.82%) Ruby
9 15 (4.82%) TypeScript
10 13 (4.18%) C++
11 11 (3.54%) U-SQL
12 8 (2.57%) VBA
13 6 (1.93%) MATLAB
14 5 (1.61%) Bash Shell
14 5 (1.61%) Java 9
15 2 (0.64%) F#
Qualifications
1 35 (11.25%) Degree
2 19 (6.11%) Microsoft Certification
3 10 (3.22%) Master's Degree
4 7 (2.25%) Computer Science Degree
5 4 (1.29%) ITIL Certification
6 3 (0.96%) MCSA
7 2 (0.64%) AWS Certification
7 2 (0.64%) HND
7 2 (0.64%) ISTQB
7 2 (0.64%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 19 (6.11%) GDPR
2 15 (4.82%) Data Quality
3 7 (2.25%) QA
4 4 (1.29%) ISO/IEC 27001
5 2 (0.64%) GAMP
System Software
1 55 (17.68%) Docker
2 11 (3.54%) Virtual Machines
3 7 (2.25%) Active Directory
4 5 (1.61%) Firmware
4 5 (1.61%) VMware Infrastructure
5 4 (1.29%) Hyper-V
6 1 (0.32%) HDFS
Systems Management
1 32 (10.29%) Kubernetes
2 15 (4.82%) Ansible
3 13 (4.18%) Terraform
4 12 (3.86%) Opscode Chef
4 12 (3.86%) Puppet
5 7 (2.25%) Kibana
6 5 (1.61%) Single Sign-On
7 4 (1.29%) Packer
7 4 (1.29%) Salt
8 2 (0.64%) Mesos
8 2 (0.64%) rkt
9 1 (0.32%) Docker Swarm
9 1 (0.32%) Microsoft Intune
Vendors
1 167 (53.70%) Microsoft
2 32 (10.29%) Databricks
3 19 (6.11%) Oracle
4 16 (5.14%) Tableau
5 11 (3.54%) Cloudera
5 11 (3.54%) Hortonworks
6 9 (2.89%) ATG
6 9 (2.89%) ServiceNow
7 7 (2.25%) Dynatrace
7 7 (2.25%) Google
7 7 (2.25%) Mapbox
7 7 (2.25%) MicroStrategy
8 6 (1.93%) SAP
8 6 (1.93%) Xamarin
9 5 (1.61%) Facebook
9 5 (1.61%) Spotify
9 5 (1.61%) VMware
10 3 (0.96%) Atlassian
10 3 (0.96%) IBM
10 3 (0.96%) Talend