Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Cheshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 91 121 134
Rank change year-on-year +30 +13 -13
Permanent jobs citing NoSQL 91 27 56
As % of all permanent IT jobs advertised in Cheshire 2.96% 1.20% 1.74%
As % of the Database & Business Intelligence category 9.81% 3.61% 4.52%
Number of salaries quoted 78 22 54
Cheshire median annual salary £40,000 £52,500 £45,000
Median salary % change year-on-year -23.81% +16.67% -10.00%
10th Percentile £25,700 £36,375 £36,250
90th Percentile £55,000 £65,000 £64,625
North West median annual salary £42,500 £47,500 £45,000
% change year-on-year -10.53% +5.56% -

NoSQL 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 928 748 1239
As % of all permanent IT jobs advertised in Cheshire 30.15% 33.24% 38.41%
Number of salaries quoted 772 675 1098
Cheshire median annual salary £42,500 £36,500 £40,000
Median salary % change year-on-year +16.44% -8.75% +3.23%
10th Percentile £27,500 £25,000 £26,250
90th Percentile £58,750 £55,000 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

NoSQL
Job Vacancy Trend in Cheshire

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

Job vacancy trend for NoSQL in Cheshire

NoSQL
Salary Trend in Cheshire

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

Salary trend for NoSQL in Cheshire

NoSQL
Salary Histogram in Cheshire

The salary distribution of IT jobs citing NoSQL in Cheshire over the 6 months to 21 November 2017.

Salary histogram for NoSQL in Cheshire

NoSQL
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Cheshire region over the 6 months to 21 November 2017. 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 +35 41 £40,000 -11.11% 4
Chester +12 18 £50,000 +11.11% 4
Sandbach - 14 £47,500 - 1
Wilmslow +8 6 £50,000 -4.76%
Crewe - 5 £22,500 -
Knutsford -41 2 - - 1
NoSQL
North West

For the 6 months to 21 November 2017, IT jobs citing NoSQL 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 NoSQL.

1 65 (71.43%) Agile Software Development
2 62 (68.13%) Git (software)
3 59 (64.84%) MVC
4 56 (61.54%) C#
5 54 (59.34%) .NET
5 54 (59.34%) ASP.NET
5 54 (59.34%) RESTful
5 54 (59.34%) ASP.NET MVC
6 52 (57.14%) OO
7 51 (56.04%) Node.js
8 48 (52.75%) ASP.NET Web API
9 47 (51.65%) SQL Server
10 46 (50.55%) Ruby
11 43 (47.25%) TDD
11 43 (47.25%) SQL
12 39 (42.86%) WCF
12 39 (42.86%) Web Application Development
12 39 (42.86%) BDD
12 39 (42.86%) ASP.NET MVC 5
13 35 (38.46%) Java
14 34 (37.36%) SQL Server 2014
15 33 (36.26%) JavaScript
16 23 (25.27%) HTML
17 20 (21.98%) CSS
17 20 (21.98%) .NET Framework
17 20 (21.98%) Entity Framework
18 18 (19.78%) AngularJS
19 17 (18.68%) Software Engineering
19 17 (18.68%) JSON
20 16 (17.58%) Microservices

NoSQL
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 4 (4.40%) Apache Spark
2 1 (1.10%) Apache
2 1 (1.10%) Confluence
2 1 (1.10%) nginx
Business Applications
1 1 (1.10%) Magento
Cloud Services
1 15 (16.48%) Amazon AWS
2 7 (7.69%) Amazon EC2
3 2 (2.20%) Microsoft Azure
Communications & Networking
1 6 (6.59%) HTTP
1 6 (6.59%) Internet
2 1 (1.10%) Intranet
Database & Business Intelligence
1 47 (51.65%) SQL Server
2 34 (37.36%) SQL Server 2014
3 11 (12.09%) MongoDB
4 9 (9.89%) Amazon DynamoDB
5 8 (8.79%) PostgreSQL
6 7 (7.69%) Redis
6 7 (7.69%) SQL Server 2016
7 6 (6.59%) Data Warehouse
7 6 (6.59%) Hadoop
8 5 (5.49%) Big Data
8 5 (5.49%) MySQL
8 5 (5.49%) SQL Server Reporting Services
9 4 (4.40%) SQL Server Integration Services
10 3 (3.30%) DTS
10 3 (3.30%) Relational Database
11 2 (2.20%) Amazon Aurora
11 2 (2.20%) Apache Cassandra
11 2 (2.20%) MariaDB
11 2 (2.20%) OLTP
11 2 (2.20%) SQL Server 2008
Development Applications
1 62 (68.13%) Git (software)
2 13 (14.29%) Jenkins
3 9 (9.89%) JIRA
4 7 (7.69%) Eclipse
4 7 (7.69%) Maven
5 5 (5.49%) Subversion
6 4 (4.40%) Team Foundation Server
6 4 (4.40%) Visual Studio
7 3 (3.30%) JUnit
8 2 (2.20%) Ant
8 2 (2.20%) Gradle
8 2 (2.20%) Mockito
8 2 (2.20%) Selenium
9 1 (1.10%) PHPUnit
9 1 (1.10%) Vagrant
General
1 7 (7.69%) Games
2 3 (3.30%) Finance
3 1 (1.10%) Retail
Job Titles
1 70 (76.92%) Developer
2 46 (50.55%) .NET Developer
3 32 (35.16%) .NET Software Developer
4 19 (20.88%) Java Developer
5 16 (17.58%) Software Developer
6 14 (15.38%) Java Software Developer
7 8 (8.79%) Software Engineer
8 6 (6.59%) AWS DevOps
8 6 (6.59%) AWS DevOps Engineer
8 6 (6.59%) AWS Engineer
8 6 (6.59%) C# Software Engineer
8 6 (6.59%) DevOps Engineer
8 6 (6.59%) Linux DevOps Engineer
8 6 (6.59%) Linux Engineer
8 6 (6.59%) Linux/Unix DevOps
9 5 (5.49%) Graduate
9 5 (5.49%) Graduate Developer
10 4 (4.40%) Graduate Java Developer
10 4 (4.40%) Senior C# Software Engineer
10 4 (4.40%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 54 (59.34%) .NET
1 54 (59.34%) ASP.NET
1 54 (59.34%) ASP.NET MVC
1 54 (59.34%) RESTful
2 51 (56.04%) Node.js
3 48 (52.75%) ASP.NET Web API
4 39 (42.86%) ASP.NET MVC 5
4 39 (42.86%) WCF
5 23 (25.27%) HTML
6 20 (21.98%) .NET Framework
6 20 (21.98%) CSS
6 20 (21.98%) Entity Framework
7 18 (19.78%) AngularJS
8 17 (18.68%) JSON
9 15 (16.48%) XML
10 14 (15.38%) jQuery
10 14 (15.38%) Web Services
11 11 (12.09%) Twitter Bootstrap
12 10 (10.99%) REST
13 8 (8.79%) Drools
Miscellaneous
1 10 (10.99%) Computer Science
2 3 (3.30%) User Experience
3 2 (2.20%) Contactless
4 1 (1.10%) Greenfield Project
4 1 (1.10%) Mainframe
Operating Systems
1 13 (14.29%) Linux
1 13 (14.29%) Windows
2 10 (10.99%) Unix
3 2 (2.20%) Debian
3 2 (2.20%) Windows 10
3 2 (2.20%) Windows 7
4 1 (1.10%) Android
4 1 (1.10%) Apple iOS
4 1 (1.10%) Mac OS X
Processes & Methodologies
1 65 (71.43%) Agile Software Development
2 59 (64.84%) MVC
3 52 (57.14%) OO
4 43 (47.25%) TDD
5 39 (42.86%) BDD
5 39 (42.86%) Web Application Development
6 17 (18.68%) Software Engineering
7 16 (17.58%) Microservices
8 10 (10.99%) DevOps
9 9 (9.89%) UML
10 8 (8.79%) OOA/OOD
10 8 (8.79%) SDLC
11 7 (7.69%) ITIL
11 7 (7.69%) Open Source
12 6 (6.59%) Continuous Integration
12 6 (6.59%) Data Modelling
12 6 (6.59%) Multithreaded Programming
12 6 (6.59%) Multithreading
12 6 (6.59%) OOD
12 6 (6.59%) SOA
Programming Languages
1 56 (61.54%) C#
2 46 (50.55%) Ruby
3 43 (47.25%) SQL
4 35 (38.46%) Java
5 33 (36.26%) JavaScript
6 12 (13.19%) T-SQL
7 10 (10.99%) Python
8 9 (9.89%) PHP
9 6 (6.59%) TypeScript
10 4 (4.40%) Scala
10 4 (4.40%) VB.NET
10 4 (4.40%) VBScript
11 2 (2.20%) PL/SQL
12 1 (1.10%) ANSI SQL
12 1 (1.10%) Bash Shell
12 1 (1.10%) C
12 1 (1.10%) C++
12 1 (1.10%) PHP 5
12 1 (1.10%) PHP 7
Qualifications
1 14 (15.38%) Degree
2 9 (9.89%) Computer Science Degree
3 6 (6.59%) ITIL Certification
4 1 (1.10%) ISEB
4 1 (1.10%) ISTQB
Quality Assurance & Compliance
1 8 (8.79%) QA
2 1 (1.10%) Data Quality
System Software
1 15 (16.48%) Docker
Systems Management
1 9 (9.89%) Ansible
2 8 (8.79%) Puppet
3 7 (7.69%) Opscode Chef
4 2 (2.20%) Graphite
4 2 (2.20%) Perfmon
Vendors
1 9 (9.89%) Microsoft
2 7 (7.69%) SaltStack
3 5 (5.49%) Oracle
4 3 (3.30%) Google
5 1 (1.10%) Atlassian
5 1 (1.10%) Teradata
5 1 (1.10%) Twitter
5 1 (1.10%) Zend