Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for MongoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MongoDB over the 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

MongoDB
North West > Cheshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 80 90 126
Rank change year-on-year +10 +36 +48
Permanent jobs citing MongoDB 104 52 47
As % of all permanent IT jobs advertised in Cheshire 3.24% 2.35% 1.63%
As % of the Database & Business Intelligence category 10.34% 6.93% 4.41%
Number of salaries quoted 73 50 40
Cheshire median annual salary £60,000 £42,500 £42,500
Median salary % change year-on-year +41.18% - +41.67%
10th Percentile £34,500 £27,250 £29,750
90th Percentile £68,750 £68,750 £70,000
North West median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +12.50%

MongoDB 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 Cheshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheshire
Permanent vacancies with a requirement for database or business intelligence skills 1,006 750 1,065
As % of all permanent IT jobs advertised in Cheshire 31.33% 33.88% 36.98%
Number of salaries quoted 813 661 979
Cheshire median annual salary £42,500 £37,500 £40,000
Median salary % change year-on-year +13.33% -6.25% -
10th Percentile £28,500 £25,750 £26,250
90th Percentile £60,000 £53,250 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

MongoDB
Job Vacancy Trend in Cheshire

Job postings citing MongoDB as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for MongoDB in Cheshire

MongoDB
Salary Trend in Cheshire

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

Salary trend for MongoDB in Cheshire

MongoDB
Salary Histogram in Cheshire

The salary distribution of IT jobs citing MongoDB in Cheshire over the 6 months to 22 January 2018.

Salary histogram for MongoDB in Cheshire

MongoDB
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the Cheshire region over the 6 months to 22 January 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
Warrington +28 40 £62,500 - 4
Chester -20 17 £50,000 +17.65% 8
Knutsford - 14 - -
Crewe +5 2 £30,750 -23.13% 2
Daresbury - 1 £47,500 -
MongoDB
North West

For the 6 months to 22 January 2018, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cheshire region with a requirement for MongoDB.

1 70 (67.31%) SQL Server
2 64 (61.54%) Agile Software Development
3 56 (53.85%) C#
4 54 (51.92%) AngularJS
5 51 (49.04%) MVC
6 48 (46.15%) .NET
6 48 (46.15%) ASP.NET
7 46 (44.23%) Twitter Bootstrap
8 45 (43.27%) Node.js
9 44 (42.31%) OO
10 42 (40.38%) RabbitMQ
10 42 (40.38%) ASP.NET MVC
10 42 (40.38%) Dependency Injection
11 40 (38.46%) RESTful
12 39 (37.50%) Microsoft
13 38 (36.54%) Microsoft Azure
13 38 (36.54%) Web Application Development
13 38 (36.54%) SQL Server 2014
13 38 (36.54%) ASP.NET MVC 5
14 37 (35.58%) Elasticsearch
15 36 (34.62%) TeamCity
15 36 (34.62%) TDD
16 34 (32.69%) Ruby
16 34 (32.69%) WSUS
16 34 (32.69%) Business Desktop Deployment
16 34 (32.69%) WPF
16 34 (32.69%) MSMQ
16 34 (32.69%) Multithreading
16 34 (32.69%) Kanban
16 34 (32.69%) F#

MongoDB
Co-occurring IT Skills in Cheshire 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 37 (35.58%) Elasticsearch
2 10 (9.62%) Tomcat
3 7 (6.73%) Apache
4 6 (5.77%) Apache Spark
4 6 (5.77%) IIS
4 6 (5.77%) JBoss
5 3 (2.88%) Jupyter
5 3 (2.88%) SAS
6 2 (1.92%) Adobe Experience Manager
7 1 (0.96%) Apache Solr
7 1 (0.96%) Confluence
7 1 (0.96%) nginx
Applications
1 1 (0.96%) Microsoft Excel
1 1 (0.96%) Microsoft PowerPoint
Cloud Services
1 38 (36.54%) Microsoft Azure
2 31 (29.81%) Amazon AWS
3 9 (8.65%) GitHub
4 8 (7.69%) DigitalOcean
5 5 (4.81%) AWS Lambda
5 5 (4.81%) Serverless
6 2 (1.92%) Cloud Computing
7 1 (0.96%) Amazon EC2
7 1 (0.96%) Amazon S3
7 1 (0.96%) Amazon SQS
7 1 (0.96%) PaaS
7 1 (0.96%) Route 53
Communications & Networking
1 1 (0.96%) Internet
Database & Business Intelligence
1 70 (67.31%) SQL Server
2 38 (36.54%) SQL Server 2014
3 28 (26.92%) MySQL
4 15 (14.42%) Hadoop
4 15 (14.42%) MariaDB
5 11 (10.58%) NoSQL
6 8 (7.69%) Big Data
7 7 (6.73%) DB2
8 6 (5.77%) Relational Database
9 5 (4.81%) Data Mining
9 5 (4.81%) RDBMS
10 4 (3.85%) Amazon Redshift
10 4 (3.85%) Ingres
10 4 (3.85%) Oracle Database
10 4 (3.85%) RavenDB
11 3 (2.88%) Apache Cassandra
11 3 (2.88%) Apache Zeppelin
11 3 (2.88%) Data Warehouse
11 3 (2.88%) HBase
11 3 (2.88%) Text Mining
Development Applications
1 36 (34.62%) TeamCity
2 18 (17.31%) Git (software)
3 15 (14.42%) Jenkins
4 13 (12.50%) JUnit
5 9 (8.65%) PHPUnit
6 8 (7.69%) Cucumber
7 7 (6.73%) Maven
8 6 (5.77%) Eclipse
8 6 (5.77%) Gradle
9 4 (3.85%) Ant
9 4 (3.85%) Liquibase
9 4 (3.85%) Mockito
9 4 (3.85%) Selenium
10 1 (0.96%) JIRA
10 1 (0.96%) MSI
10 1 (0.96%) Subversion
10 1 (0.96%) Vagrant
General
1 24 (23.08%) Finance
2 15 (14.42%) Banking
3 11 (10.58%) Advertising
4 10 (9.62%) Marketing
5 9 (8.65%) Investment Banking
5 9 (8.65%) Law
6 3 (2.88%) Financial Institution
7 1 (0.96%) International Banking
Job Titles
1 71 (68.27%) Developer
2 38 (36.54%) .NET Developer
3 34 (32.69%) Messaging Developer
4 18 (17.31%) Automation Engineer
4 18 (17.31%) Database Engineer
5 14 (13.46%) Software Developer
6 13 (12.50%) Java Developer
7 9 (8.65%) DBA
7 9 (8.65%) PHP Developer
8 8 (7.69%) MongoDB Developer
8 8 (7.69%) MySQL Developer
8 8 (7.69%) PHP MySQL Developer
9 6 (5.77%) Full Stack Developer
9 6 (5.77%) Mid-Level PHP Developer
9 6 (5.77%) Senior Developer
10 4 (3.85%) Data Scientist
10 4 (3.85%) Java Software Developer
11 3 (2.88%) Senior Data Scientist
11 3 (2.88%) Senior Full Stack Developer
11 3 (2.88%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 54 (51.92%) AngularJS
2 48 (46.15%) .NET
2 48 (46.15%) ASP.NET
3 46 (44.23%) Twitter Bootstrap
4 45 (43.27%) Node.js
5 42 (40.38%) ASP.NET MVC
5 42 (40.38%) RabbitMQ
6 40 (38.46%) RESTful
7 38 (36.54%) ASP.NET MVC 5
8 34 (32.69%) ASP.NET Web API
8 34 (32.69%) KnockoutJS
8 34 (32.69%) MSMQ
8 34 (32.69%) WPF
9 32 (30.77%) HTML
10 22 (21.15%) CSS
11 18 (17.31%) jQuery
12 14 (13.46%) REST
12 14 (13.46%) Spring
13 9 (8.65%) JSON
13 9 (8.65%) Web Services
Miscellaneous
1 8 (7.69%) Linux Command Line
2 7 (6.73%) Analytical Skills
3 4 (3.85%) Fintech
4 3 (2.88%) Analytical Mindset
4 3 (2.88%) Computer Science
5 2 (1.92%) Marketing Technology
5 2 (1.92%) User Experience
6 1 (0.96%) Data Structures
6 1 (0.96%) Greenfield Project
6 1 (0.96%) Mainframe
6 1 (0.96%) Management Information System
Operating Systems
1 31 (29.81%) Linux
2 28 (26.92%) Unix
3 21 (20.19%) Windows
4 5 (4.81%) AIX
5 1 (0.96%) Android
5 1 (0.96%) Apple iOS
5 1 (0.96%) CentOS
5 1 (0.96%) Debian
5 1 (0.96%) Red Hat Enterprise Linux
Processes & Methodologies
1 64 (61.54%) Agile Software Development
2 51 (49.04%) MVC
3 44 (42.31%) OO
4 42 (40.38%) Dependency Injection
5 38 (36.54%) Web Application Development
6 36 (34.62%) TDD
7 34 (32.69%) Kanban
7 34 (32.69%) Multithreading
8 14 (13.46%) Wealth Management
9 11 (10.58%) Continuous Integration
9 11 (10.58%) Risk Management
10 9 (8.65%) Collaborative Working
10 9 (8.65%) ITIL
11 8 (7.69%) Machine Learning
11 8 (7.69%) Process Improvement
11 8 (7.69%) Scrum
11 8 (7.69%) Test Automation
12 7 (6.73%) Business Intelligence
13 5 (4.81%) Analytics
13 5 (4.81%) Data Modelling
Programming Languages
1 56 (53.85%) C#
2 34 (32.69%) F#
2 34 (32.69%) Ruby
3 33 (31.73%) Java
3 33 (31.73%) SQL
4 27 (25.96%) JavaScript
5 22 (21.15%) Python
6 19 (18.27%) PowerShell
7 16 (15.38%) PHP
8 9 (8.65%) Perl
9 6 (5.77%) R
9 6 (5.77%) Shell Script
10 5 (4.81%) PL/SQL
10 5 (4.81%) Scala
11 3 (2.88%) Bash Shell
12 1 (0.96%) C
12 1 (0.96%) GraphQL
12 1 (0.96%) PHP 5
12 1 (0.96%) PHP 7
Qualifications
1 6 (5.77%) Degree
2 2 (1.92%) Computer Science Degree
Systems Management
1 34 (32.69%) Business Desktop Deployment
1 34 (32.69%) Kibana
1 34 (32.69%) WSUS
2 5 (4.81%) BladeLogic
2 5 (4.81%) CA Wily
3 4 (3.85%) Puppet
4 3 (2.88%) Oozie
5 2 (1.92%) Opscode Chef
Vendors
1 39 (37.50%) Microsoft
2 33 (31.73%) Oracle
3 17 (16.35%) Teradata
4 8 (7.69%) New Relic
5 6 (5.77%) Sybase
6 5 (4.81%) AppDynamics
6 5 (4.81%) HP
6 5 (4.81%) Splunk
7 3 (2.88%) Capita
7 3 (2.88%) Cloudera
8 2 (1.92%) Actuate
8 2 (1.92%) Adobe
8 2 (1.92%) Apigee
8 2 (1.92%) Cognos
8 2 (1.92%) ParAccel
8 2 (1.92%) Tableau
8 2 (1.92%) Talend
8 2 (1.92%) Vertica
9 1 (0.96%) Atlassian
9 1 (0.96%) Zend