Period
to 9 December 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 9 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Cheshire
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 102 89 118
Rank change year-on-year -13 +29 +9
Permanent jobs citing NoSQL 48 100 30
As % of all permanent IT jobs advertised in Cheshire 1.98% 3.23% 1.31%
As % of the Database & Business Intelligence category 6.63% 10.50% 3.86%
Number of salaries quoted 45 87 24
Cheshire median annual salary £40,000 £40,000 £52,500
Median salary % change year-on-year - -23.81% +16.67%
10th Percentile £35,000 £29,750 £36,625
90th Percentile £68,000 £55,000 £65,000
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 724 952 778
As % of all permanent IT jobs advertised in Cheshire 29.90% 30.73% 33.91%
Number of salaries quoted 574 787 687
Cheshire median annual salary £45,000 £42,500 £36,500
Median salary % change year-on-year +5.88% +16.44% -8.75%
10th Percentile £28,750 £27,500 £25,900
90th Percentile £65,000 £60,000 £55,000
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +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 9 December 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 9 December 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 -3 29 £40,000 - 4
Chester +4 11 £55,000 +10.00% 5
Knutsford +21 3 £48,750 - 1
NoSQL
North West

For the 6 months to 9 December 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 37 (77.08%) Agile Software Development
2 32 (66.67%) HTML
2 32 (66.67%) SQL Server
2 32 (66.67%) CSS
2 32 (66.67%) AngularJS
3 31 (64.58%) OO
3 31 (64.58%) JavaScript
4 30 (62.50%) .NET
5 29 (60.42%) C#
5 29 (60.42%) MVC
6 28 (58.33%) ASP.NET
6 28 (58.33%) ASP.NET MVC
6 28 (58.33%) Web Application Development
6 28 (58.33%) ASP.NET Web API
6 28 (58.33%) .NET Core
7 26 (54.17%) Greenfield Project
8 25 (52.08%) Microsoft
8 25 (52.08%) Advertising
9 14 (29.17%) Java
10 13 (27.08%) SQL
11 11 (22.92%) Degree
12 9 (18.75%) Git (software)
12 9 (18.75%) Data Modelling
13 7 (14.58%) TDD
13 7 (14.58%) Hadoop
13 7 (14.58%) Big Data
13 7 (14.58%) Computer Science
13 7 (14.58%) Continuous Integration
13 7 (14.58%) DevOps
13 7 (14.58%) 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 7 (14.58%) Apache Spark
2 4 (8.33%) Apache Pig
3 2 (4.17%) Apache
Cloud Services
1 6 (12.50%) Amazon AWS
2 4 (8.33%) Microsoft Azure
3 3 (6.25%) Amazon EMR
3 3 (6.25%) Cloud Computing
4 2 (4.17%) Amazon EC2
5 1 (2.08%) Amazon Kinesis
5 1 (2.08%) Amazon S3
5 1 (2.08%) AWS CodePipeline
5 1 (2.08%) AWS Lambda
5 1 (2.08%) Azure Machine Learning
5 1 (2.08%) GitHub
5 1 (2.08%) Google Cloud Platform
5 1 (2.08%) Serverless
Communications & Networking
1 2 (4.17%) Internet
2 1 (2.08%) HTTP
2 1 (2.08%) SSL
Database & Business Intelligence
1 32 (66.67%) SQL Server
2 7 (14.58%) Big Data
2 7 (14.58%) Hadoop
3 5 (10.42%) MongoDB
4 4 (8.33%) Apache Hive
5 3 (6.25%) Amazon Redshift
5 3 (6.25%) DB2
5 3 (6.25%) DB2 UDB
5 3 (6.25%) MariaDB
6 2 (4.17%) Amazon Athena
6 2 (4.17%) Flink
6 2 (4.17%) MySQL
6 2 (4.17%) PostgreSQL
7 1 (2.08%) Data Warehouse
7 1 (2.08%) HBase
7 1 (2.08%) Impala
7 1 (2.08%) SQL Server 2016
Development Applications
1 9 (18.75%) Git (software)
2 4 (8.33%) JIRA
3 3 (6.25%) Mercurial
3 3 (6.25%) Subversion
4 1 (2.08%) AccuRev
4 1 (2.08%) CircleCI
4 1 (2.08%) Cucumber
4 1 (2.08%) JBehave
4 1 (2.08%) Jenkins
4 1 (2.08%) JIRA Agile
4 1 (2.08%) JUnit
4 1 (2.08%) TeamCity
General
1 25 (52.08%) Advertising
2 4 (8.33%) Finance
3 3 (6.25%) Banking
4 1 (2.08%) Games
4 1 (2.08%) Marketing
4 1 (2.08%) Music Industry
Job Titles
1 35 (72.92%) Developer
2 29 (60.42%) .NET Developer
3 4 (8.33%) Architect
3 4 (8.33%) Data Engineer
4 3 (6.25%) Big Data Engineer
4 3 (6.25%) DB2 DBA
4 3 (6.25%) DBA
4 3 (6.25%) Java Engineer
4 3 (6.25%) Java Software Engineer
4 3 (6.25%) Senior Java Engineer
4 3 (6.25%) Senior Java Software Engineer
4 3 (6.25%) Senior Software Engineer
4 3 (6.25%) Software Engineer
5 2 (4.17%) Presales Solution Architect
5 2 (4.17%) Senior Data Engineer
5 2 (4.17%) Software Developer
5 2 (4.17%) Solutions Architect
6 1 (2.08%) C# .NET Developer
6 1 (2.08%) C# VB.NET Developer
6 1 (2.08%) Graduate Python Developer
Libraries, Frameworks & Software Standards
1 32 (66.67%) AngularJS
1 32 (66.67%) CSS
1 32 (66.67%) HTML
2 30 (62.50%) .NET
3 28 (58.33%) .NET Core
3 28 (58.33%) ASP.NET
3 28 (58.33%) ASP.NET MVC
3 28 (58.33%) ASP.NET Web API
4 6 (12.50%) Kafka
5 5 (10.42%) RESTful
6 4 (8.33%) JSON
7 3 (6.25%) EJB
7 3 (6.25%) HTML5
7 3 (6.25%) J2EE
7 3 (6.25%) JMS
7 3 (6.25%) REST
8 2 (4.17%) Django
8 2 (4.17%) jQuery
8 2 (4.17%) Spring
8 2 (4.17%) Web Services
Miscellaneous
1 26 (54.17%) Greenfield Project
2 3 (6.25%) Algorithms
2 3 (6.25%) Data Structures
2 3 (6.25%) Mainframe
3 1 (2.08%) Enterprise Software
3 1 (2.08%) Fintech
3 1 (2.08%) Infotainment
3 1 (2.08%) Internet of Things
Operating Systems
1 4 (8.33%) Unix
2 3 (6.25%) Linux
Processes & Methodologies
1 37 (77.08%) Agile Software Development
2 31 (64.58%) OO
3 29 (60.42%) MVC
4 28 (58.33%) Web Application Development
5 9 (18.75%) Data Modelling
6 7 (14.58%) Computer Science
6 7 (14.58%) Continuous Integration
6 7 (14.58%) DevOps
6 7 (14.58%) TDD
7 6 (12.50%) Data Engineering
8 5 (10.42%) BDD
8 5 (10.42%) Mathematics
9 4 (8.33%) Data Architecture
9 4 (8.33%) Test Automation
10 3 (6.25%) Capacity Planning
10 3 (6.25%) Continuous Delivery
10 3 (6.25%) OOP
10 3 (6.25%) Performance Tuning
10 3 (6.25%) Physics
10 3 (6.25%) Software Engineering
Programming Languages
1 31 (64.58%) JavaScript
2 29 (60.42%) C#
3 14 (29.17%) Java
4 13 (27.08%) SQL
5 6 (12.50%) Python
6 3 (6.25%) PHP
6 3 (6.25%) PL/SQL
6 3 (6.25%) Scala
7 2 (4.17%) C++
7 2 (4.17%) VB.NET
8 1 (2.08%) C
8 1 (2.08%) Java 8
8 1 (2.08%) R
8 1 (2.08%) Ruby
8 1 (2.08%) TypeScript
8 1 (2.08%) VB
Qualifications
1 11 (22.92%) Degree
2 5 (10.42%) Computer Science Degree
3 2 (4.17%) Numerate Degree
System Software
1 1 (2.08%) HDFS
Vendors
1 25 (52.08%) Microsoft
2 4 (8.33%) Talend
3 3 (6.25%) Cloudera
3 3 (6.25%) Oracle
4 2 (4.17%) CA Agile Central
5 1 (2.08%) Atlassian
5 1 (2.08%) Google