Period
to 25 February 2020

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 25 February 2020 with a comparison to the same period in the previous 2 years.

NoSQL
Cambridgeshire > Cambridge
6 months to
25 Feb 2020
Same period 2019 Same period 2018
Rank 63 83 85
Rank change year-on-year +20 +2 -28
Permanent jobs citing NoSQL 46 60 110
As % of all permanent IT jobs advertised in Cambridge 3.82% 2.96% 3.36%
As % of the Database & Business Intelligence category 17.56% 10.81% 15.05%
Number of salaries quoted 44 39 80
Cambridge median annual salary £57,500 £50,000 £50,000
Median salary % change year-on-year +15.00% - -
10th Percentile £43,750 £37,500 £37,500
90th Percentile £75,500 £60,000 £70,000
Cambridgeshire median annual salary £57,500 £50,170 £50,000
% change year-on-year +14.61% +0.34% -

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 262 555 731
As % of all permanent IT jobs advertised in Cambridge 21.78% 27.39% 22.31%
Number of salaries quoted 191 427 559
Cambridge median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £31,250 £32,000 £31,250
90th Percentile £72,500 £77,500 £65,000
Cambridgeshire median annual salary £46,500 £50,000 £45,000
% change year-on-year -7.00% +11.11% +4.65%

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 25 February 2020.

Salary histogram for NoSQL in Cambridge

For the 6 months to 25 February 2020, 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 41 (89.13%) AWS
2 39 (84.78%) Docker
3 38 (82.61%) Kubernetes
4 35 (76.09%) DevOps
5 32 (69.57%) SQL
6 31 (67.39%) GCP
7 30 (65.22%) Continuous Integration
8 27 (58.70%) Microservices
9 25 (54.35%) Mentoring
9 25 (54.35%) Java
10 24 (52.17%) Kafka
11 23 (50.00%) Software Engineering
11 23 (50.00%) Continuous Delivery
12 20 (43.48%) RESTful
13 19 (41.30%) Apache Cassandra
14 18 (39.13%) Multithreading
14 18 (39.13%) IBM
14 18 (39.13%) IBM Cloud
14 18 (39.13%) Amazon ECS
15 17 (36.96%) Agile Software Development
16 15 (32.61%) JavaScript
17 14 (30.43%) Spring
17 14 (30.43%) Java EE
17 14 (30.43%) Secure Coding
17 14 (30.43%) Coaching
17 14 (30.43%) React
18 13 (28.26%) Spring Boot
18 13 (28.26%) QA
18 13 (28.26%) OpenStack
18 13 (28.26%) SQL Server

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 13 (28.26%) OpenStack
2 1 (2.17%) Apache Spark
2 1 (2.17%) Elasticsearch
2 1 (2.17%) JBoss
2 1 (2.17%) WebLogic
2 1 (2.17%) WildFly
Cloud Services
1 41 (89.13%) AWS
2 31 (67.39%) GCP
3 18 (39.13%) Amazon ECS
3 18 (39.13%) IBM Cloud
4 11 (23.91%) Azure
5 5 (10.87%) GitHub
6 4 (8.70%) Serverless
7 2 (4.35%) Amazon EC2
7 2 (4.35%) Amazon S3
7 2 (4.35%) Amazon SQS
7 2 (4.35%) AWS Lambda
7 2 (4.35%) Power Platform
Communications & Networking
1 5 (10.87%) DNS
1 5 (10.87%) SSL
2 1 (2.17%) Bluetooth
2 1 (2.17%) MQTT
Database & Business Intelligence
1 19 (41.30%) Apache Cassandra
2 13 (28.26%) SQL Server
3 4 (8.70%) MongoDB
3 4 (8.70%) PostgreSQL
4 3 (6.52%) Big Data
5 2 (4.35%) Amazon Redshift
5 2 (4.35%) Cosmos DB
5 2 (4.35%) Data Warehouse
5 2 (4.35%) Hadoop
5 2 (4.35%) MySQL
5 2 (4.35%) Power BI
6 1 (2.17%) HBase
6 1 (2.17%) OLAP
6 1 (2.17%) RDBMS
6 1 (2.17%) Relational Database
6 1 (2.17%) Sqoop
Development Applications
1 7 (15.22%) Git (software)
2 5 (10.87%) GitLab
3 1 (2.17%) Gradle
3 1 (2.17%) Hudson
3 1 (2.17%) Jenkins
3 1 (2.17%) Maven
3 1 (2.17%) TeamCity
General
1 2 (4.35%) Finance
2 1 (2.17%) Aerospace
2 1 (2.17%) Banking
2 1 (2.17%) Financial Institution
2 1 (2.17%) Games
2 1 (2.17%) Law
2 1 (2.17%) Manufacturing
Job Titles
1 22 (47.83%) Software Engineer
2 18 (39.13%) Developer
3 16 (34.78%) Java Developer
4 11 (23.91%) .NET Software Engineer
4 11 (23.91%) C# Software Engineer
5 9 (19.57%) Java Engineer
5 9 (19.57%) Java Software Engineer
5 9 (19.57%) Senior Developer
6 8 (17.39%) Senior Java Developer
7 7 (15.22%) Lead Software Engineer
7 7 (15.22%) Senior Software Engineer
8 6 (13.04%) Senior .NET Software Engineer
8 6 (13.04%) Senior C# Software Engineer
9 5 (10.87%) .NET Team Leader
9 5 (10.87%) Software Team Leader
9 5 (10.87%) Team Leader
10 3 (6.52%) Data Engineer
10 3 (6.52%) Lead Developer
10 3 (6.52%) Software Developer
11 2 (4.35%) Senior Systems Developer
Libraries, Frameworks & Software Standards
1 24 (52.17%) Kafka
2 20 (43.48%) RESTful
3 14 (30.43%) Java EE
3 14 (30.43%) React
3 14 (30.43%) Spring
4 13 (28.26%) Spring Boot
5 11 (23.91%) .NET
5 11 (23.91%) Redux
6 6 (13.04%) REST
6 6 (13.04%) Web Services
7 5 (10.87%) OAuth
7 5 (10.87%) OAuth2
7 5 (10.87%) OpenID
7 5 (10.87%) RabbitMQ
8 4 (8.70%) AngularJS
9 3 (6.52%) CSS
9 3 (6.52%) HTML
9 3 (6.52%) Node.js
10 2 (4.35%) CSS3
10 2 (4.35%) Sass
Miscellaneous
1 6 (13.04%) Renewable Energy
2 5 (10.87%) Analytical Skills
3 3 (6.52%) Algorithms
4 2 (4.35%) Self-Motivation
5 1 (2.17%) Analytical Mindset
5 1 (2.17%) Data Structures
5 1 (2.17%) Handset
5 1 (2.17%) Mobile App
5 1 (2.17%) Public Cloud
5 1 (2.17%) Smartphone
5 1 (2.17%) User Experience
Operating Systems
1 3 (6.52%) Android
2 2 (4.35%) Apple iOS
2 2 (4.35%) Linux
3 1 (2.17%) Embedded Linux
Processes & Methodologies
1 35 (76.09%) DevOps
2 30 (65.22%) Continuous Integration
3 27 (58.70%) Microservices
4 25 (54.35%) Mentoring
5 23 (50.00%) Continuous Delivery
5 23 (50.00%) Software Engineering
6 18 (39.13%) Multithreading
7 17 (36.96%) Agile Software Development
8 14 (30.43%) Coaching
8 14 (30.43%) Secure Coding
9 11 (23.91%) E-Commerce
9 11 (23.91%) OO
9 11 (23.91%) OOD
9 11 (23.91%) OOP
10 6 (13.04%) Concurrent Programming
10 6 (13.04%) Machine Learning
11 5 (10.87%) Line Management
11 5 (10.87%) Load Balancing
11 5 (10.87%) QA Automation
11 5 (10.87%) Web Application Development
Programming Languages
1 32 (69.57%) SQL
2 25 (54.35%) Java
3 15 (32.61%) JavaScript
4 11 (23.91%) C#
5 10 (21.74%) Python
6 3 (6.52%) C++
7 2 (4.35%) Bash Shell
7 2 (4.35%) ES6
7 2 (4.35%) MATLAB
7 2 (4.35%) R
7 2 (4.35%) TypeScript
8 1 (2.17%) Go
8 1 (2.17%) Scala
Qualifications
1 4 (8.70%) Degree
2 3 (6.52%) PhD
3 1 (2.17%) Computer Science Degree
Quality Assurance & Compliance
1 13 (28.26%) QA
2 1 (2.17%) Data Quality
System Software
1 39 (84.78%) Docker
2 1 (2.17%) Apache Flume
Systems Management
1 38 (82.61%) Kubernetes
Vendors
1 18 (39.13%) IBM
2 11 (23.91%) Google
3 1 (2.17%) Hortonworks
3 1 (2.17%) Microsoft
3 1 (2.17%) Oracle
3 1 (2.17%) Tableau