Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Gloucestershire > Cheltenham
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 52 34 41
Rank change year-on-year -18 +7 +26
Permanent jobs citing NoSQL 28 48 61
As % of all permanent IT jobs advertised in Cheltenham 4.27% 10.53% 7.13%
As % of the Database & Business Intelligence category 16.09% 24.24% 18.10%
Number of salaries quoted 28 43 58
Cheltenham median annual salary £60,000 £45,000 £55,000
Median salary % change year-on-year +33.33% -18.18% -8.33%
10th Percentile £35,000 £33,750 £33,750
90th Percentile £66,250 £63,750 £62,500
Gloucestershire median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% -16.67%

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 Cheltenham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheltenham
Permanent vacancies with a requirement for database or business intelligence skills 174 198 337
As % of all permanent IT jobs advertised in Cheltenham 26.52% 43.42% 39.42%
Number of salaries quoted 158 188 290
Cheltenham median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £35,000 £28,200 £32,500
90th Percentile £65,000 £60,000 £65,000
Gloucestershire median annual salary £46,000 £42,500 £45,000
% change year-on-year +8.24% -5.56% +8.43%

NoSQL
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for NoSQL in Cheltenham

NoSQL
Salary Trend in Cheltenham

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

Salary trend for NoSQL in Cheltenham

NoSQL
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing NoSQL in Cheltenham over the 6 months to 21 October 2018.

Salary histogram for NoSQL in Cheltenham

For the 6 months to 21 October 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 Cheltenham region with a requirement for NoSQL.

1 28 (100.00%) Agile Software Development
2 25 (89.29%) Java
3 23 (82.14%) Amazon AWS
4 21 (75.00%) RESTful
4 21 (75.00%) Continuous Integration
4 21 (75.00%) Amazon DynamoDB
5 18 (64.29%) MongoDB
5 18 (64.29%) Retail
6 17 (60.71%) E-Commerce
6 17 (60.71%) Microservices
7 14 (50.00%) Microsoft Azure
8 13 (46.43%) Artificial Intelligence
8 13 (46.43%) Machine Learning
8 13 (46.43%) Big Data
9 10 (35.71%) Amazon EC2
9 10 (35.71%) Integration Testing
10 9 (32.14%) SOAP
11 8 (28.57%) Git (software)
11 8 (28.57%) Relational Database
12 7 (25.00%) API Integration
12 7 (25.00%) TDD
12 7 (25.00%) RDBMS
13 6 (21.43%) IntelliJ
13 6 (21.43%) MVC
13 6 (21.43%) XML
13 6 (21.43%) Scrum
13 6 (21.43%) Spring
13 6 (21.43%) JSON
13 6 (21.43%) JIRA
13 6 (21.43%) Mentoring

NoSQL
Co-occurring IT Skills in Cheltenham 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 5 (17.86%) JBoss
1 5 (17.86%) Mule
1 5 (17.86%) Mule ESB
1 5 (17.86%) Tomcat
2 1 (3.57%) CMS
2 1 (3.57%) Confluence
2 1 (3.57%) Umbraco
Cloud Services
1 23 (82.14%) Amazon AWS
2 14 (50.00%) Microsoft Azure
3 10 (35.71%) Amazon EC2
4 5 (17.86%) Amazon S3
4 5 (17.86%) SaaS
5 4 (14.29%) AWS Lambda
5 4 (14.29%) Serverless
6 1 (3.57%) Amazon SQS
Communications & Networking
1 1 (3.57%) Internet
Database & Business Intelligence
1 21 (75.00%) Amazon DynamoDB
2 18 (64.29%) MongoDB
3 13 (46.43%) Big Data
4 8 (28.57%) Relational Database
5 7 (25.00%) RDBMS
6 3 (10.71%) MySQL
7 2 (7.14%) SQL Server
8 1 (3.57%) Amazon Redshift
8 1 (3.57%) Data Warehouse
8 1 (3.57%) DataStage
8 1 (3.57%) PostgreSQL
8 1 (3.57%) SQL Server 2016
8 1 (3.57%) SQL Server Integration Services
Development Applications
1 8 (28.57%) Git (software)
2 6 (21.43%) IntelliJ
2 6 (21.43%) JIRA
3 5 (17.86%) Atlassian Bamboo
3 5 (17.86%) JUnit
4 4 (14.29%) Jenkins
4 4 (14.29%) Maven
4 4 (14.29%) Selenium
4 4 (14.29%) SoapUI
5 1 (3.57%) Bitbucket
General
1 18 (64.29%) Retail
2 3 (10.71%) Electronics
2 3 (10.71%) Finance
2 3 (10.71%) Manufacturing
2 3 (10.71%) Marketing
2 3 (10.71%) Telecoms
Job Titles
1 17 (60.71%) Developer
2 14 (50.00%) Java Developer
3 10 (35.71%) Senior Developer
3 10 (35.71%) Senior Java Developer
4 9 (32.14%) Lead Developer
4 9 (32.14%) Lead Java Developer
5 4 (14.29%) Automation Engineer
5 4 (14.29%) Java Engineer
5 4 (14.29%) Java Software Engineer
5 4 (14.29%) QA Automation Engineer
5 4 (14.29%) QA Engineer
5 4 (14.29%) Senior Java Engineer
5 4 (14.29%) Senior Java Software Engineer
5 4 (14.29%) Senior Software Engineer
5 4 (14.29%) Software Engineer
6 3 (10.71%) Senior Automation Engineer
6 3 (10.71%) Senior QA Engineer
6 3 (10.71%) Technical Leader
7 1 (3.57%) Full Stack Developer
7 1 (3.57%) QA Leader
Libraries, Frameworks & Software Standards
1 21 (75.00%) RESTful
2 9 (32.14%) SOAP
3 6 (21.43%) JSON
3 6 (21.43%) Spring
3 6 (21.43%) XML
4 5 (17.86%) Apache Camel
4 5 (17.86%) Hibernate
4 5 (17.86%) JPA
4 5 (17.86%) REST
4 5 (17.86%) Spring Integration
4 5 (17.86%) Spring MVC
4 5 (17.86%) Web Services
5 2 (7.14%) .NET
5 2 (7.14%) ASP.NET Web API
6 1 (3.57%) .NET Core
6 1 (3.57%) ASP.NET
6 1 (3.57%) ASP.NET MVC
6 1 (3.57%) Java EE
6 1 (3.57%) Node.js
Miscellaneous
1 1 (3.57%) Greenfield Project
Operating Systems
1 5 (17.86%) Linux
Processes & Methodologies
1 28 (100.00%) Agile Software Development
2 21 (75.00%) Continuous Integration
3 17 (60.71%) E-Commerce
3 17 (60.71%) Microservices
4 13 (46.43%) Artificial Intelligence
4 13 (46.43%) Machine Learning
5 10 (35.71%) Integration Testing
6 7 (25.00%) API Integration
6 7 (25.00%) TDD
7 6 (21.43%) BDD
7 6 (21.43%) Mentoring
7 6 (21.43%) MVC
7 6 (21.43%) Scrum
8 5 (17.86%) Kanban
9 4 (14.29%) Business Intelligence
9 4 (14.29%) DevOps
9 4 (14.29%) QA Automation
9 4 (14.29%) Software Engineering
9 4 (14.29%) Test Automation
9 4 (14.29%) Unit Testing
Programming Languages
1 25 (89.29%) Java
2 2 (7.14%) C#
3 1 (3.57%) Ruby
3 1 (3.57%) SQL
3 1 (3.57%) T-SQL
Quality Assurance & Compliance
1 4 (14.29%) QA
2 1 (3.57%) Data Quality
Vendors
1 5 (17.86%) Apple
2 3 (10.71%) SAP
3 1 (3.57%) Atlassian
3 1 (3.57%) Informatica
3 1 (3.57%) Talend