Period
to 20 June 2018

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 20 June 2018 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Cheshire
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 82 95 116
Rank change year-on-year +13 +21 -23
Permanent jobs citing NoSQL 96 63 27
As % of all permanent IT jobs advertised in Cheshire 3.08% 2.54% 1.18%
As % of the Database & Business Intelligence category 9.33% 7.54% 3.88%
Number of salaries quoted 86 56 25
Cheshire median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% -5.56%
10th Percentile £33,750 £31,250 £25,000
90th Percentile £71,875 £60,000 £50,000
North West median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

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 1,029 836 695
As % of all permanent IT jobs advertised in Cheshire 32.97% 33.74% 30.28%
Number of salaries quoted 832 703 616
Cheshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £24,000
90th Percentile £62,500 £58,650 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 20 June 2018.

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 20 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
Warrington 0 28 £40,000 - 2
Chester +6 22 £50,000 +11.11% 4
Wilmslow +10 16 £42,500 -15.00%
Knutsford -9 11 £60,000 - 1
Alderley Edge - 9 £37,500 -
Runcorn +11 1 £37,500 -
Ellesmere Port +8 1 £82,500 -
Macclesfield - 1 £55,000 -
Sandbach - 1 £47,500 -
NoSQL
North West

For the 6 months to 20 June 2018, IT jobs citing NoSQL 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 Cheshire region with a requirement for NoSQL.

1 71 (73.96%) Agile Software Development
2 68 (70.83%) MVC
3 64 (66.67%) .NET
3 64 (66.67%) ASP.NET
4 63 (65.63%) C#
4 63 (65.63%) ASP.NET MVC
5 60 (62.50%) ASP.NET Web API
6 58 (60.42%) SQL Server
7 57 (59.38%) Git (software)
7 57 (59.38%) Web Application Development
8 51 (53.13%) Node.js
9 49 (51.04%) RESTful
10 48 (50.00%) TDD
11 45 (46.88%) JavaScript
11 45 (46.88%) BDD
12 44 (45.83%) Ruby
12 44 (45.83%) WCF
13 43 (44.79%) ASP.NET MVC 5
14 33 (34.38%) SQL
15 32 (33.33%) SQL Server 2016
16 31 (32.29%) Java
17 29 (30.21%) HTML
17 29 (30.21%) AngularJS
18 28 (29.17%) OO
19 27 (28.13%) CSS
20 24 (25.00%) .NET Framework
20 24 (25.00%) Entity Framework
21 18 (18.75%) Big Data
21 18 (18.75%) Code First Entity Framework
22 17 (17.71%) Apache Spark

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 17 (17.71%) Apache Spark
2 3 (3.13%) Apache
2 3 (3.13%) Apache Pig
2 3 (3.13%) Elasticsearch
2 3 (3.13%) JBoss
2 3 (3.13%) Jetty
2 3 (3.13%) Tomcat
2 3 (3.13%) WebLogic
2 3 (3.13%) WebSphere
3 2 (2.08%) Jupyter
3 2 (2.08%) nginx
4 1 (1.04%) Confluence
4 1 (1.04%) SAS
Business Applications
1 5 (5.21%) Magento
Cloud Services
1 16 (16.67%) Amazon AWS
2 5 (5.21%) Microsoft Azure
3 4 (4.17%) AWS CloudFormation
3 4 (4.17%) Cloud Computing
3 4 (4.17%) Serverless
4 3 (3.13%) Google Cloud Platform
4 3 (3.13%) npm
4 3 (3.13%) OpenShift
5 2 (2.08%) Amazon EC2
6 1 (1.04%) Amazon S3
6 1 (1.04%) Amazon SQS
Communications & Networking
1 4 (4.17%) Internet
2 3 (3.13%) HTTP
Database & Business Intelligence
1 58 (60.42%) SQL Server
2 32 (33.33%) SQL Server 2016
3 18 (18.75%) Big Data
4 13 (13.54%) Hadoop
5 11 (11.46%) MongoDB
5 11 (11.46%) SQL Server 2014
6 8 (8.33%) PostgreSQL
7 6 (6.25%) Amazon DynamoDB
7 6 (6.25%) Data Warehouse
8 4 (4.17%) Apache Hive
8 4 (4.17%) MariaDB
9 3 (3.13%) MySQL
9 3 (3.13%) SQL Server Reporting Services
10 2 (2.08%) Apache Cassandra
10 2 (2.08%) Apache Zeppelin
10 2 (2.08%) Data Mining
10 2 (2.08%) HBase
10 2 (2.08%) Relational Database
10 2 (2.08%) Text Mining
11 1 (1.04%) Flink
Development Applications
1 57 (59.38%) Git (software)
2 5 (5.21%) Jenkins
2 5 (5.21%) Selenium
3 3 (3.13%) Cucumber
3 3 (3.13%) Geb
4 2 (2.08%) Gradle
4 2 (2.08%) JIRA
4 2 (2.08%) Maven
4 2 (2.08%) MSTest
4 2 (2.08%) NUnit
4 2 (2.08%) Team Foundation Server
5 1 (1.04%) Ant
5 1 (1.04%) Atlassian Bamboo
5 1 (1.04%) Eclipse
5 1 (1.04%) IntelliJ
5 1 (1.04%) JIRA Agile
5 1 (1.04%) JUnit
5 1 (1.04%) Octopus Deploy
5 1 (1.04%) Subversion
5 1 (1.04%) Visual Studio Team System
General
1 17 (17.71%) Advertising
2 9 (9.38%) Games
3 4 (4.17%) Banking
3 4 (4.17%) Music Industry
4 3 (3.13%) Finance
4 3 (3.13%) Investment Banking
4 3 (3.13%) Law
5 2 (2.08%) Retail
6 1 (1.04%) Automotive
6 1 (1.04%) Electronics
Job Titles
1 71 (73.96%) Developer
2 60 (62.50%) .NET Developer
3 13 (13.54%) .NET Software Developer
4 6 (6.25%) Data Engineer
4 6 (6.25%) Data Scientist
5 5 (5.21%) Big Data Engineer
5 5 (5.21%) DevOps Engineer
5 5 (5.21%) Senior Data Scientist
6 4 (4.17%) Java Developer
7 3 (3.13%) Architect
7 3 (3.13%) C# Software Engineer
7 3 (3.13%) Full Stack Developer
7 3 (3.13%) Senior C# Software Engineer
7 3 (3.13%) Senior Software Engineer
7 3 (3.13%) Software Engineer
8 2 (2.08%) Graduate
8 2 (2.08%) Graduate Java Developer
8 2 (2.08%) Senior DevOps Engineer
8 2 (2.08%) Software Developer
8 2 (2.08%) Technical Architect
Libraries, Frameworks & Software Standards
1 64 (66.67%) .NET
1 64 (66.67%) ASP.NET
2 63 (65.63%) ASP.NET MVC
3 60 (62.50%) ASP.NET Web API
4 51 (53.13%) Node.js
5 49 (51.04%) RESTful
6 44 (45.83%) WCF
7 43 (44.79%) ASP.NET MVC 5
8 29 (30.21%) AngularJS
8 29 (30.21%) HTML
9 27 (28.13%) CSS
10 24 (25.00%) .NET Framework
10 24 (25.00%) Entity Framework
11 18 (18.75%) Code First Entity Framework
12 13 (13.54%) .NET Core
13 11 (11.46%) Twitter Bootstrap
13 11 (11.46%) Web Services
14 9 (9.38%) KnockoutJS
15 8 (8.33%) REST
16 7 (7.29%) XML
Miscellaneous
1 12 (12.50%) Enterprise Software
2 8 (8.33%) Greenfield Project
3 7 (7.29%) Analytical Skills
4 2 (2.08%) Analytical Mindset
4 2 (2.08%) Computer Science
4 2 (2.08%) Internet of Things
5 1 (1.04%) Algorithms
5 1 (1.04%) Fintech
5 1 (1.04%) Management Information System
5 1 (1.04%) N-Tier
5 1 (1.04%) Self-Motivation
Operating Systems
1 4 (4.17%) Linux
2 3 (3.13%) Windows
3 2 (2.08%) Debian
3 2 (2.08%) Mac OS X
4 1 (1.04%) Red Hat Enterprise Linux
4 1 (1.04%) Unix
4 1 (1.04%) Windows Server
Processes & Methodologies
1 71 (73.96%) Agile Software Development
2 68 (70.83%) MVC
3 57 (59.38%) Web Application Development
4 48 (50.00%) TDD
5 45 (46.88%) BDD
6 28 (29.17%) OO
7 16 (16.67%) Business Intelligence
8 12 (12.50%) Continuous Integration
9 11 (11.46%) Data Modelling
10 10 (10.42%) DevOps
11 9 (9.38%) Data Engineering
11 9 (9.38%) Problem-Solving
12 6 (6.25%) Data Science
12 6 (6.25%) Software Engineering
13 5 (5.21%) Analytics
13 5 (5.21%) E-Commerce
13 5 (5.21%) Machine Learning
13 5 (5.21%) SDLC
13 5 (5.21%) SOA
13 5 (5.21%) Test Automation
Programming Languages
1 63 (65.63%) C#
2 45 (46.88%) JavaScript
3 44 (45.83%) Ruby
4 33 (34.38%) SQL
5 31 (32.29%) Java
6 16 (16.67%) Python
7 11 (11.46%) Scala
8 6 (6.25%) PHP
8 6 (6.25%) R
9 3 (3.13%) Bash Shell
9 3 (3.13%) Groovy
9 3 (3.13%) PowerShell
9 3 (3.13%) Shell Script
9 3 (3.13%) T-SQL
9 3 (3.13%) TypeScript
10 2 (2.08%) C++
11 1 (1.04%) MATLAB
11 1 (1.04%) PL/SQL
11 1 (1.04%) VB.NET
11 1 (1.04%) VBScript
Qualifications
1 5 (5.21%) Degree
2 1 (1.04%) Computer Science Degree
2 1 (1.04%) ITIL Certification
System Software
1 5 (5.21%) Docker
Systems Management
1 5 (5.21%) Ansible
1 5 (5.21%) Opscode Chef
2 4 (4.17%) Kubernetes
2 4 (4.17%) Terraform
3 2 (2.08%) Oozie
4 1 (1.04%) Puppet
Vendors
1 9 (9.38%) Facebook
2 8 (8.33%) Microsoft
3 5 (5.21%) Cloudera
4 4 (4.17%) Google
4 4 (4.17%) Splunk
5 3 (3.13%) Talend
6 1 (1.04%) Atlassian
6 1 (1.04%) Oracle
6 1 (1.04%) Red Hat
6 1 (1.04%) SaltStack
6 1 (1.04%) Twitter