Period
to 18 September 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 18 September 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Cambridgeshire > Cambridge
6 months to
18 Sep 2019
Same period 2018 Same period 2017
Rank 87 76 67
Rank change year-on-year -11 -9 +2
Permanent jobs citing NoSQL 34 82 122
As % of all permanent IT jobs advertised in Cambridge 2.18% 3.33% 4.58%
As % of the Database & Business Intelligence category 8.81% 13.29% 17.76%
Number of salaries quoted 29 58 113
Cambridge median annual salary £54,000 £60,000 £50,000
Median salary % change year-on-year -10.00% +20.00% -
10th Percentile £43,750 £39,900 £37,500
90th Percentile £74,750 £72,500 £70,000
Cambridgeshire median annual salary £54,000 £55,000 £50,000
% change year-on-year -1.82% +10.00% -

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 Cambridge with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridge
Permanent vacancies with a requirement for database or business intelligence skills 386 617 687
As % of all permanent IT jobs advertised in Cambridge 24.76% 25.02% 25.78%
Number of salaries quoted 286 448 559
Cambridge median annual salary £50,000 £47,773 £45,000
Median salary % change year-on-year +4.66% +6.16% +3.45%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £72,500 £72,500 £61,250
Cambridgeshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

NoSQL
Job Vacancy Trend in Cambridge

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

Job vacancy trend for NoSQL in Cambridge

NoSQL
Salary Trend in Cambridge

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

Salary trend for NoSQL in Cambridge

NoSQL
Salary Histogram in Cambridge

The salary distribution of IT jobs citing NoSQL in Cambridge over the 6 months to 18 September 2019.

Salary histogram for NoSQL in Cambridge

For the 6 months to 18 September 2019, 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 Cambridge region with a requirement for NoSQL.

1 21 (61.76%) Continuous Integration
2 20 (58.82%) AWS
2 20 (58.82%) Software Engineering
3 18 (52.94%) JavaScript
3 18 (52.94%) Docker
4 17 (50.00%) Java
5 16 (47.06%) SQL
5 16 (47.06%) RESTful
6 15 (44.12%) Kubernetes
7 14 (41.18%) DevOps
7 14 (41.18%) Continuous Delivery
7 14 (41.18%) Agile Software Development
8 13 (38.24%) React
8 13 (38.24%) GCP
9 12 (35.29%) OO
10 11 (32.35%) Microservices
11 10 (29.41%) Mentoring
11 10 (29.41%) Web Services
12 9 (26.47%) MongoDB
12 9 (26.47%) Node.js
12 9 (26.47%) Kafka
12 9 (26.47%) AngularJS
12 9 (26.47%) Azure
12 9 (26.47%) Redux
13 8 (23.53%) Java EE
14 7 (20.59%) Multithreading
14 7 (20.59%) Apache Cassandra
14 7 (20.59%) Test Automation
14 7 (20.59%) C#
14 7 (20.59%) IBM

NoSQL
Co-occurring IT Skills in Cambridge 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 (14.71%) OpenStack
2 4 (11.76%) Elasticsearch
3 2 (5.88%) Apache
3 2 (5.88%) Apache Solr
3 2 (5.88%) Tomcat
4 1 (2.94%) Oracle SOA Suite
4 1 (2.94%) WildFly
Applications
1 2 (5.88%) Chatbot
Cloud Services
1 20 (58.82%) AWS
2 13 (38.24%) GCP
3 9 (26.47%) Azure
4 7 (20.59%) Amazon ECS
4 7 (20.59%) IBM Cloud
5 3 (8.82%) SaaS
6 2 (5.88%) GitHub
7 1 (2.94%) Amazon EC2
7 1 (2.94%) Amazon S3
7 1 (2.94%) AWS Lambda
7 1 (2.94%) Serverless
Communications & Networking
1 2 (5.88%) Internet
2 1 (2.94%) HTTP
Database & Business Intelligence
1 9 (26.47%) MongoDB
2 7 (20.59%) Apache Cassandra
3 6 (17.65%) SQL Server
4 4 (11.76%) MySQL
5 3 (8.82%) Amazon DynamoDB
5 3 (8.82%) PostgreSQL
6 2 (5.88%) Big Data
6 2 (5.88%) Hadoop
6 2 (5.88%) HBase
Development Applications
1 6 (17.65%) Git (software)
2 4 (11.76%) Jenkins
3 3 (8.82%) Maven
4 1 (2.94%) Capybara
4 1 (2.94%) Cucumber
4 1 (2.94%) Gradle
4 1 (2.94%) Jasmine
4 1 (2.94%) JIRA
4 1 (2.94%) JUnit
4 1 (2.94%) Karma Test Runner
4 1 (2.94%) MSTest
4 1 (2.94%) NUnit
4 1 (2.94%) RSpec
4 1 (2.94%) Selenium
4 1 (2.94%) SpecFlow
4 1 (2.94%) WebDriver
General
1 5 (14.71%) Pharmaceutical
Job Titles
1 16 (47.06%) Developer
2 12 (35.29%) Software Engineer
3 9 (26.47%) Java Engineer
4 7 (20.59%) Java Developer
4 7 (20.59%) Java Software Engineer
5 5 (14.71%) .NET Software Engineer
5 5 (14.71%) C# Software Engineer
5 5 (14.71%) Full Stack Developer
5 5 (14.71%) JavaScript Developer
6 4 (11.76%) Lead Software Engineer
7 3 (8.82%) Senior Developer
7 3 (8.82%) Senior Java Developer
8 2 (5.88%) Architect
8 2 (5.88%) Database Developer
8 2 (5.88%) Java Programmer
8 2 (5.88%) Principal Software Engineer
8 2 (5.88%) Programmer
8 2 (5.88%) Senior Software Engineer
8 2 (5.88%) Team Leader
8 2 (5.88%) Technical Architect
Libraries, Frameworks & Software Standards
1 16 (47.06%) RESTful
2 13 (38.24%) React
3 10 (29.41%) Web Services
4 9 (26.47%) AngularJS
4 9 (26.47%) Kafka
4 9 (26.47%) Node.js
4 9 (26.47%) Redux
5 8 (23.53%) Java EE
6 6 (17.65%) .NET
6 6 (17.65%) Express
7 5 (14.71%) jQuery
7 5 (14.71%) MEAN Stack
7 5 (14.71%) Spring
7 5 (14.71%) Spring Boot
8 3 (8.82%) CSS
8 3 (8.82%) HTML
8 3 (8.82%) Vue.js
9 2 (5.88%) Elastic Stack
9 2 (5.88%) Sass
9 2 (5.88%) SOAP
Miscellaneous
1 6 (17.65%) Self-Motivation
2 4 (11.76%) Life Science
2 4 (11.76%) NHS
2 4 (11.76%) User Experience
2 4 (11.76%) W3C
2 4 (11.76%) Web 2.0
3 2 (5.88%) Enterprise Software
4 1 (2.94%) Algorithms
4 1 (2.94%) Analytical Skills
4 1 (2.94%) Hybrid Cloud
4 1 (2.94%) Mobile App
Operating Systems
1 4 (11.76%) Linux
2 1 (2.94%) Android
2 1 (2.94%) Apple iOS
2 1 (2.94%) Unix
Processes & Methodologies
1 21 (61.76%) Continuous Integration
2 20 (58.82%) Software Engineering
3 14 (41.18%) Agile Software Development
3 14 (41.18%) Continuous Delivery
3 14 (41.18%) DevOps
4 12 (35.29%) OO
5 11 (32.35%) Microservices
6 10 (29.41%) Mentoring
7 7 (20.59%) Multithreading
7 7 (20.59%) Test Automation
8 6 (17.65%) Coaching
8 6 (17.65%) Mathematics
8 6 (17.65%) Web Development
9 5 (14.71%) Analytics
9 5 (14.71%) Computer Science
9 5 (14.71%) Cross-Browser Compatibility
9 5 (14.71%) Customer-Centric Development
9 5 (14.71%) Customer-Centricity
9 5 (14.71%) Responsive Web Design
10 4 (11.76%) OOP
Programming Languages
1 18 (52.94%) JavaScript
2 17 (50.00%) Java
3 16 (47.06%) SQL
4 7 (20.59%) C#
5 6 (17.65%) Python
6 3 (8.82%) TypeScript
7 1 (2.94%) Bash Shell
7 1 (2.94%) C++
7 1 (2.94%) ES6
7 1 (2.94%) Java 8
7 1 (2.94%) PHP
Qualifications
1 6 (17.65%) Degree
Quality Assurance & Compliance
1 6 (17.65%) QA
2 4 (11.76%) WAI
System Software
1 18 (52.94%) Docker
Systems Management
1 15 (44.12%) Kubernetes
Vendors
1 7 (20.59%) IBM
2 5 (14.71%) Google
3 2 (5.88%) Microsoft
3 2 (5.88%) Oracle
4 1 (2.94%) Samsung
4 1 (2.94%) WorldPay