Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure Cosmos DB (Azure DocumentDB)
UK
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 938 1119 1262
Rank change year-on-year +181 +143 -
Permanent jobs citing Cosmos DB 259 76 14
As % of all permanent IT jobs advertised in the UK 0.15% 0.044% 0.007%
As % of the Database & Business Intelligence category 0.49% 0.14% 0.023%
Number of salaries quoted 208 72 18
UK median annual salary £62,500 £50,000 £50,000
Median salary % change year-on-year +25.00% - -
10th Percentile £36,925 £36,250 £37,275
90th Percentile £86,250 £65,000 £58,750
UK excluding London median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 52,858 53,102 61,410
As % of all permanent IT jobs advertised in the UK 30.64% 30.78% 30.53%
Number of salaries quoted 43,346 44,895 52,277
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,500 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

Cosmos DB
Job Vacancy Trend

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

Job vacancy trend for Cosmos DB in the UK

Cosmos DB
Salary Trend

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

Salary trend for Cosmos DB in the UK

Cosmos DB
Salary Histogram

The salary distribution of IT jobs citing Cosmos DB over the 6 months to 21 June 2018.

Salary histogram for Cosmos DB in the UK

Cosmos DB
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cosmos DB within the UK over the 6 months to 21 June 2018. 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
England +180 248 £65,000 +30.00% 44
London +123 160 £70,000 +16.67% 25
UK excluding London +52 99 £52,500 +10.53% 20
Midlands +49 48 £52,500 +10.53% 7
West Midlands +35 39 £52,500 +10.53% 5
South East +15 28 £60,000 +60.00% 8
East Midlands - 14 - - 2
Wales - 7 £40,000 - 1
North of England +15 6 £50,000 +5.26% 3
South West - 6 £55,000 - 1
North West +1 4 £45,000 -5.26% 1
Scotland - 4 £72,500 -
Yorkshire +15 2 £51,250 +13.89% 1
East of England 0 1 - -

For the 6 months to 21 June 2018, 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 with a requirement for Cosmos DB.

1 258 (99.61%) Microsoft Azure
2 175 (67.57%) NoSQL
3 160 (61.78%) SQL
4 158 (61.00%) .NET
5 133 (51.35%) C#
6 131 (50.58%) Microsoft
6 131 (50.58%) Agile Software Development
7 106 (40.93%) Analytics
8 95 (36.68%) JavaScript
9 93 (35.91%) ASP.NET
10 89 (34.36%) SQL Server
11 87 (33.59%) Data Lake
12 77 (29.73%) Microservices
13 72 (27.80%) Big Data
14 70 (27.03%) Python
14 70 (27.03%) Amazon AWS
15 69 (26.64%) .NET Framework
15 69 (26.64%) MVC
16 67 (25.87%) AngularJS
16 67 (25.87%) ASP.NET Web API
17 66 (25.48%) TDD
18 65 (25.10%) Git (software)
18 65 (25.10%) CSS
19 64 (24.71%) Software Engineering
20 63 (24.32%) PaaS
21 62 (23.94%) HTML
22 61 (23.55%) Entity Framework
23 59 (22.78%) Docker
23 59 (22.78%) DevOps
24 58 (22.39%) MongoDB

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 (22.01%) Apache Spark
2 19 (7.34%) Elasticsearch
3 18 (6.95%) BizTalk Server
3 18 (6.95%) SharePoint
4 14 (5.41%) NServiceBus
5 8 (3.09%) Apache
5 8 (3.09%) Apache Solr
6 6 (2.32%) CMS
7 5 (1.93%) Apache Pig
7 5 (1.93%) IIS
8 4 (1.54%) Sitecore CMS
Applications
1 9 (3.47%) MS Visio
2 1 (0.39%) Microsoft Office
Business Applications
1 18 (6.95%) Dynamics CRM
Cloud Services
1 258 (99.61%) Microsoft Azure
2 70 (27.03%) Amazon AWS
3 63 (24.32%) PaaS
4 32 (12.36%) Serverless
5 31 (11.97%) Azure Data Factory
6 30 (11.58%) Google Cloud Platform
7 22 (8.49%) IaaS
8 19 (7.34%) Office 365
9 17 (6.56%) Amazon EMR
9 17 (6.56%) SaaS
10 15 (5.79%) IBM Cloud
11 13 (5.02%) Cortana Intelligence Suite
12 12 (4.63%) Cloud Computing
13 7 (2.70%) Data Lake Analytics
14 6 (2.32%) Azure Machine Learning
15 4 (1.54%) Amazon SQS
16 3 (1.16%) Amazon CloudWatch
16 3 (1.16%) Datadog
16 3 (1.16%) GitHub
16 3 (1.16%) Stackdriver
Communications & Networking
1 16 (6.18%) HTTP
2 3 (1.16%) SSL
3 1 (0.39%) DHCP
3 1 (0.39%) DNS
3 1 (0.39%) Firewall
3 1 (0.39%) Internet
3 1 (0.39%) Modbus
3 1 (0.39%) Network Security
3 1 (0.39%) TCP/IP
3 1 (0.39%) VPN
Database & Business Intelligence
1 175 (67.57%) NoSQL
2 89 (34.36%) SQL Server
3 87 (33.59%) Data Lake
4 72 (27.80%) Big Data
5 58 (22.39%) MongoDB
6 45 (17.37%) Azure SQL Database
7 44 (16.99%) Data Warehouse
8 40 (15.44%) Hadoop
9 36 (13.90%) SQL Server Integration Services
10 30 (11.58%) Apache Cassandra
11 26 (10.04%) Azure SQL Data Warehouse
12 25 (9.65%) SQL Server Analysis Services
13 22 (8.49%) Redis
14 20 (7.72%) Neo4j
14 20 (7.72%) Power BI
15 19 (7.34%) HDInsight
15 19 (7.34%) Relational Database
16 16 (6.18%) Amazon Redshift
17 15 (5.79%) Amazon Athena
18 14 (5.41%) Geospatial Data
Development Applications
1 65 (25.10%) Git (software)
2 47 (18.15%) Visual Studio
3 41 (15.83%) Visual Studio Team System
4 31 (11.97%) Jenkins
5 24 (9.27%) TeamCity
6 16 (6.18%) Atlassian Bamboo
7 15 (5.79%) Octopus Deploy
7 15 (5.79%) Team Foundation Server
7 15 (5.79%) Vagrant
8 10 (3.86%) GoCD
8 10 (3.86%) Protractor
9 7 (2.70%) ERwin
9 7 (2.70%) git-flow
10 5 (1.93%) NUnit
11 4 (1.54%) NSubstitute
11 4 (1.54%) SpecFlow
12 2 (0.77%) Bitbucket
12 2 (0.77%) Grunt
12 2 (0.77%) gulp
13 1 (0.39%) Visual Studio Code
General
1 42 (16.22%) Finance
2 29 (11.20%) Banking
3 28 (10.81%) Retail
4 11 (4.25%) Advertising
5 9 (3.47%) Manufacturing
6 6 (2.32%) Games
7 3 (1.16%) Investment Banking
8 2 (0.77%) Law
8 2 (0.77%) Marketing
8 2 (0.77%) Publishing
9 1 (0.39%) Back Office
Job Titles
1 126 (48.65%) Developer
2 64 (24.71%) C# Developer
3 63 (24.32%) .NET Developer
4 36 (13.90%) Architect
5 34 (13.13%) C# .NET Developer
6 28 (10.81%) Data Engineer
7 26 (10.04%) Data Scientist
8 25 (9.65%) ASP.NET Developer
9 24 (9.27%) Azure Developer
10 21 (8.11%) C# ASP.NET Developer
11 20 (7.72%) ASP.NET MVC Developer
12 19 (7.34%) Senior Developer
13 17 (6.56%) C# WCF Developer
13 17 (6.56%) WCF Developer
14 16 (6.18%) Azure Architect
15 15 (5.79%) Data Architect
15 15 (5.79%) Lead Developer
15 15 (5.79%) Senior .NET Developer
16 14 (5.41%) .NET Architect
16 14 (5.41%) Solutions Architect
Libraries, Frameworks & Software Standards
1 158 (61.00%) .NET
2 93 (35.91%) ASP.NET
3 69 (26.64%) .NET Framework
4 67 (25.87%) AngularJS
4 67 (25.87%) ASP.NET Web API
5 65 (25.10%) CSS
6 62 (23.94%) HTML
7 61 (23.55%) Entity Framework
8 58 (22.39%) .NET Core
9 51 (19.69%) ASP.NET MVC
10 43 (16.60%) RESTful
11 29 (11.20%) React
11 29 (11.20%) WCF
12 27 (10.42%) Natural Language Processing
13 26 (10.04%) REST
14 24 (9.27%) HTML5
15 22 (8.49%) Web Services
16 20 (7.72%) KnockoutJS
17 18 (6.95%) Backbone.js
18 15 (5.79%) Spark Streaming
Miscellaneous
1 41 (15.83%) User Experience
2 30 (11.58%) Analytical Skills
3 20 (7.72%) Computer Science
4 18 (6.95%) Graphic Design
5 14 (5.41%) Greenfield Project
6 10 (3.86%) Blog
7 9 (3.47%) Over-the-Top Content
8 7 (2.70%) Cloud Native
8 7 (2.70%) Digital Media
8 7 (2.70%) Public Cloud
9 6 (2.32%) Algorithms
9 6 (2.32%) Data Structures
9 6 (2.32%) Fintech
9 6 (2.32%) Management Information System
10 4 (1.54%) Taxonomies
10 4 (1.54%) Video\Live Streaming
11 3 (1.16%) Internet of Things
12 2 (0.77%) Mobile App
12 2 (0.77%) Online Banking
12 2 (0.77%) Replication
Operating Systems
1 16 (6.18%) Windows
2 5 (1.93%) Android
3 4 (1.54%) Linux
3 4 (1.54%) Windows Server
Processes & Methodologies
1 131 (50.58%) Agile Software Development
2 106 (40.93%) Analytics
3 77 (29.73%) Microservices
4 69 (26.64%) MVC
5 66 (25.48%) TDD
6 64 (24.71%) Software Engineering
7 59 (22.78%) DevOps
8 54 (20.85%) Machine Learning
9 53 (20.46%) Continuous Integration
10 52 (20.08%) Scrum
11 47 (18.15%) Data Science
11 47 (18.15%) Problem-Solving
12 45 (17.37%) Unit Testing
13 43 (16.60%) ETL
14 40 (15.44%) Web Development
15 31 (11.97%) SDLC
16 30 (11.58%) Data Analytics
17 29 (11.20%) Mathematics
17 29 (11.20%) SOA
17 29 (11.20%) SOLID
Programming Languages
1 160 (61.78%) SQL
2 133 (51.35%) C#
3 95 (36.68%) JavaScript
4 70 (27.03%) Python
5 56 (21.62%) T-SQL
6 39 (15.06%) PowerShell
7 17 (6.56%) R
8 9 (3.47%) TypeScript
9 5 (1.93%) Java
10 4 (1.54%) Scala
10 4 (1.54%) U-SQL
11 3 (1.16%) ANSI SQL
11 3 (1.16%) ES6
11 3 (1.16%) Java 8
11 3 (1.16%) MATLAB
11 3 (1.16%) Microsoft R
12 2 (0.77%) C
12 2 (0.77%) Data Analysis Expressions (DAX)
13 1 (0.39%) Bash Shell
13 1 (0.39%) Dart
Qualifications
1 43 (16.60%) Degree
2 19 (7.34%) Security Cleared
3 3 (1.16%) Microsoft Certification
4 1 (0.39%) MCSA
4 1 (0.39%) MCSE
4 1 (0.39%) TOGAF Certification
Quality Assurance & Compliance
1 34 (13.13%) QA
2 5 (1.93%) GCP
3 4 (1.54%) Data Quality
3 4 (1.54%) ISO/IEC 27001
3 4 (1.54%) PCI DSS
4 1 (0.39%) GDPR
System Software
1 59 (22.78%) Docker
2 23 (8.88%) Active Directory
3 15 (5.79%) VirtualBox
4 4 (1.54%) HDFS
5 1 (0.39%) Virtual Machines
Systems Management
1 56 (21.62%) Kubernetes
2 25 (9.65%) Terraform
3 19 (7.34%) Docker Swarm
4 15 (5.79%) Ansible
5 5 (1.93%) Opscode Chef
5 5 (1.93%) Puppet
6 4 (1.54%) HAProxy
6 4 (1.54%) Kibana
7 3 (1.16%) logstash
7 3 (1.16%) Single Sign-On
8 2 (0.77%) SCOM
9 1 (0.39%) Oozie
Vendors
1 131 (50.58%) Microsoft
2 31 (11.97%) Google
3 19 (7.34%) IBM
3 19 (7.34%) Informatica
3 19 (7.34%) Talend
4 15 (5.79%) Cloudera
4 15 (5.79%) Hortonworks
5 14 (5.41%) Oracle
6 13 (5.02%) Cadence
7 12 (4.63%) Applogic
8 4 (1.54%) Cognizant
8 4 (1.54%) Databricks
8 4 (1.54%) New Relic
8 4 (1.54%) Sitecore
9 3 (1.16%) Salesforce.com
9 3 (1.16%) Telerik
9 3 (1.16%) Twitter
10 2 (0.77%) Tableau
11 1 (0.39%) Splunk
11 1 (0.39%) Xamarin