Period
to 26 September 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 26 September 2018 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Cheshire
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 116 99 120
Rank change year-on-year -17 +21 +11
Permanent jobs citing NoSQL 52 75 21
As % of all permanent IT jobs advertised in Cheshire 1.88% 2.62% 0.99%
As % of the Database & Business Intelligence category 6.18% 8.26% 3.15%
Number of salaries quoted 48 64 17
Cheshire median annual salary £40,000 £40,000 £50,000
Median salary % change year-on-year - -20.00% +11.11%
10th Percentile £33,750 £31,250 £35,250
90th Percentile £75,000 £57,500 £61,000
North West median annual salary £50,000 £42,500 £47,500
% change year-on-year +17.65% -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 841 908 666
As % of all permanent IT jobs advertised in Cheshire 30.39% 31.76% 31.46%
Number of salaries quoted 684 752 602
Cheshire median annual salary £45,000 £40,000 £37,500
Median salary % change year-on-year +12.50% +6.67% -6.25%
10th Percentile £28,750 £27,500 £25,000
90th Percentile £65,000 £58,750 £54,875
North West median annual salary £44,000 £40,500 £40,000
% change year-on-year +8.64% +1.25% -

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 26 September 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 26 September 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 +4 24 £40,000 - 1
Chester +2 12 £56,250 +25.00% 2
Knutsford +11 9 £60,000 - 1
Wilmslow -12 2 £42,500 -8.11%
Alderley Edge - 2 £37,500 -
Runcorn - 1 £37,500 -
NoSQL
North West

For the 6 months to 26 September 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 42 (80.77%) Agile Software Development
2 37 (71.15%) HTML
3 36 (69.23%) JavaScript
3 36 (69.23%) .NET
3 36 (69.23%) CSS
4 34 (65.38%) ASP.NET
4 34 (65.38%) C#
4 34 (65.38%) MVC
5 33 (63.46%) ASP.NET MVC
5 33 (63.46%) SQL Server
5 33 (63.46%) AngularJS
6 32 (61.54%) Web Application Development
6 32 (61.54%) ASP.NET Web API
7 28 (53.85%) .NET Core
8 25 (48.08%) OO
9 22 (42.31%) Advertising
10 20 (38.46%) Microsoft
10 20 (38.46%) Greenfield Project
11 16 (30.77%) Java
11 16 (30.77%) Git (software)
12 12 (23.08%) Amazon AWS
12 12 (23.08%) Continuous Integration
12 12 (23.08%) SQL
13 11 (21.15%) TDD
14 10 (19.23%) RESTful
15 9 (17.31%) Big Data
16 8 (15.38%) Apache Spark
16 8 (15.38%) Hadoop
16 8 (15.38%) Web Services
16 8 (15.38%) Data Modelling

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 8 (15.38%) Apache Spark
2 5 (9.62%) Apache Pig
3 2 (3.85%) Apache
3 2 (3.85%) JBoss
3 2 (3.85%) Jetty
3 2 (3.85%) Tomcat
3 2 (3.85%) WebLogic
3 2 (3.85%) WebSphere
4 1 (1.92%) Confluence
Cloud Services
1 12 (23.08%) Amazon AWS
2 5 (9.62%) Microsoft Azure
3 4 (7.69%) Cloud Computing
3 4 (7.69%) Serverless
4 3 (5.77%) Amazon EC2
4 3 (5.77%) Amazon EMR
4 3 (5.77%) AWS CloudFormation
5 2 (3.85%) Amazon S3
5 2 (3.85%) npm
5 2 (3.85%) OpenShift
6 1 (1.92%) Amazon Kinesis
6 1 (1.92%) Amazon SQS
6 1 (1.92%) AWS Lambda
6 1 (1.92%) Azure Machine Learning
6 1 (1.92%) GitHub
6 1 (1.92%) Google Cloud Platform
Communications & Networking
1 3 (5.77%) Internet
Database & Business Intelligence
1 33 (63.46%) SQL Server
2 9 (17.31%) Big Data
3 8 (15.38%) Hadoop
4 6 (11.54%) MongoDB
5 5 (9.62%) PostgreSQL
6 4 (7.69%) Amazon DynamoDB
6 4 (7.69%) Apache Hive
6 4 (7.69%) SQL Server 2016
7 3 (5.77%) Amazon Redshift
7 3 (5.77%) MariaDB
8 2 (3.85%) Amazon Athena
8 2 (3.85%) Data Warehouse
8 2 (3.85%) Flink
8 2 (3.85%) MySQL
8 2 (3.85%) SQL Server Reporting Services
9 1 (1.92%) DTS
9 1 (1.92%) HBase
9 1 (1.92%) Impala
9 1 (1.92%) SQL Server Integration Services
Development Applications
1 16 (30.77%) Git (software)
2 5 (9.62%) JIRA
3 3 (5.77%) Jenkins
3 3 (5.77%) Selenium
4 2 (3.85%) Cucumber
4 2 (3.85%) Geb
4 2 (3.85%) Gradle
5 1 (1.92%) AccuRev
5 1 (1.92%) Atlassian Bamboo
5 1 (1.92%) Bitbucket
5 1 (1.92%) CA Release Automation
5 1 (1.92%) JIRA Agile
5 1 (1.92%) Maven
5 1 (1.92%) Moq
5 1 (1.92%) MSTest
5 1 (1.92%) NUnit
5 1 (1.92%) Sonatype Nexus
5 1 (1.92%) Subversion
5 1 (1.92%) Team Foundation Server
5 1 (1.92%) TeamCity
General
1 22 (42.31%) Advertising
2 4 (7.69%) Music Industry
3 2 (3.85%) Retail
4 1 (1.92%) Automotive
4 1 (1.92%) Banking
4 1 (1.92%) Finance
4 1 (1.92%) Marketing
Job Titles
1 41 (78.85%) Developer
2 34 (65.38%) .NET Developer
3 5 (9.62%) Architect
4 4 (7.69%) Data Engineer
5 3 (5.77%) Big Data Engineer
5 3 (5.77%) DevOps Engineer
6 2 (3.85%) Internet Developer
6 2 (3.85%) Java Developer
6 2 (3.85%) Presales Solution Architect
6 2 (3.85%) Senior Data Engineer
6 2 (3.85%) Senior DevOps
6 2 (3.85%) Senior DevOps Engineer
6 2 (3.85%) Software Developer
6 2 (3.85%) Solutions Architect
6 2 (3.85%) Technical Architect
7 1 (1.92%) C# Developer
7 1 (1.92%) Graduate
7 1 (1.92%) Junior
7 1 (1.92%) Lead Developer
7 1 (1.92%) Software Architect
Libraries, Frameworks & Software Standards
1 37 (71.15%) HTML
2 36 (69.23%) .NET
2 36 (69.23%) CSS
3 34 (65.38%) ASP.NET
4 33 (63.46%) AngularJS
4 33 (63.46%) ASP.NET MVC
5 32 (61.54%) ASP.NET Web API
6 28 (53.85%) .NET Core
7 10 (19.23%) RESTful
8 8 (15.38%) Web Services
9 7 (13.46%) Kafka
10 6 (11.54%) J2EE
10 6 (11.54%) JSON
10 6 (11.54%) Node.js
11 5 (9.62%) HTML5
11 5 (9.62%) REST
11 5 (9.62%) WCF
12 4 (7.69%) .NET Framework
12 4 (7.69%) ASP.NET MVC 5
12 4 (7.69%) Entity Framework
Miscellaneous
1 20 (38.46%) Greenfield Project
2 6 (11.54%) Enterprise Software
3 4 (7.69%) Computer Science
4 1 (1.92%) Analytical Skills
4 1 (1.92%) Fintech
4 1 (1.92%) Infotainment
4 1 (1.92%) Internet of Things
4 1 (1.92%) Management Information System
4 1 (1.92%) N-Tier
4 1 (1.92%) Self-Motivation
Operating Systems
1 3 (5.77%) Linux
2 2 (3.85%) Windows
3 1 (1.92%) Red Hat Enterprise Linux
3 1 (1.92%) Windows Server
Processes & Methodologies
1 42 (80.77%) Agile Software Development
2 34 (65.38%) MVC
3 32 (61.54%) Web Application Development
4 25 (48.08%) OO
5 12 (23.08%) Continuous Integration
6 11 (21.15%) TDD
7 8 (15.38%) Data Modelling
8 7 (13.46%) BDD
8 7 (13.46%) Data Engineering
8 7 (13.46%) DevOps
9 6 (11.54%) SDLC
10 4 (7.69%) Continuous Improvement
10 4 (7.69%) High Availability
10 4 (7.69%) Test Automation
11 3 (5.77%) Continuous Delivery
11 3 (5.77%) Dashboard Development
11 3 (5.77%) OOP
11 3 (5.77%) Presales
11 3 (5.77%) Service Delivery
11 3 (5.77%) Site Reliability Engineering
Programming Languages
1 36 (69.23%) JavaScript
2 34 (65.38%) C#
3 16 (30.77%) Java
4 12 (23.08%) SQL
5 5 (9.62%) Python
6 4 (7.69%) Ruby
7 3 (5.77%) Bash Shell
7 3 (5.77%) Groovy
7 3 (5.77%) PowerShell
7 3 (5.77%) Scala
7 3 (5.77%) Shell Script
7 3 (5.77%) VB.NET
8 2 (3.85%) C++
8 2 (3.85%) PHP
8 2 (3.85%) T-SQL
9 1 (1.92%) Java 8
9 1 (1.92%) TypeScript
9 1 (1.92%) VB
9 1 (1.92%) VBScript
Qualifications
1 5 (9.62%) Degree
2 2 (3.85%) Computer Science Degree
2 2 (3.85%) Numerate Degree
System Software
1 3 (5.77%) Docker
2 1 (1.92%) HDFS
Systems Management
1 3 (5.77%) Ansible
1 3 (5.77%) Kubernetes
1 3 (5.77%) Opscode Chef
1 3 (5.77%) Terraform
Vendors
1 20 (38.46%) Microsoft
2 5 (9.62%) Talend
3 4 (7.69%) Cloudera
4 3 (5.77%) Splunk
5 2 (3.85%) CA Agile Central
5 2 (3.85%) Facebook
6 1 (1.92%) Atlassian
6 1 (1.92%) Google
6 1 (1.92%) Red Hat
6 1 (1.92%) Twitter