Period
to 16 December 2018

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

NoSQL
Cambridgeshire > Cambridge
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 69 80 76
Rank change year-on-year +11 -4 -10
Permanent jobs citing NoSQL 67 125 75
As % of all permanent IT jobs advertised in Cambridge 3.34% 3.93% 3.24%
As % of the Database & Business Intelligence category 11.47% 17.10% 12.89%
Number of salaries quoted 47 100 62
Cambridge median annual salary £50,340 £50,000 £50,000
Median salary % change year-on-year +0.68% - +11.11%
10th Percentile £39,500 £37,500 £33,350
90th Percentile £72,500 £70,000 £62,500
Cambridgeshire median annual salary £50,000 £50,000 £50,000

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 584 731 582
As % of all permanent IT jobs advertised in Cambridge 29.11% 22.99% 25.11%
Number of salaries quoted 447 570 483
Cambridge median annual salary £50,000 £46,902 £45,000
Median salary % change year-on-year +6.61% +4.23% +8.43%
10th Percentile £32,500 £31,150 £27,500
90th Percentile £82,500 £67,500 £62,500
Cambridgeshire median annual salary £47,773 £45,000 £42,500
% change year-on-year +6.16% +5.88% +4.94%

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 16 December 2018.

Salary histogram for NoSQL in Cambridge

For the 6 months to 16 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 Cambridge region with a requirement for NoSQL.

1 50 (74.63%) Java
2 34 (50.75%) JavaScript
3 32 (47.76%) Agile Software Development
4 29 (43.28%) Python
5 28 (41.79%) SQL
6 23 (34.33%) Software Engineering
7 21 (31.34%) Amazon AWS
7 21 (31.34%) Web Services
8 20 (29.85%) MongoDB
9 19 (28.36%) AngularJS
9 19 (28.36%) Scrum
10 18 (26.87%) Git (software)
11 15 (22.39%) REST
12 14 (20.90%) Mentoring
12 14 (20.90%) Coaching
12 14 (20.90%) Test Automation
12 14 (20.90%) Linux
13 13 (19.40%) HTML
13 13 (19.40%) RESTful
14 12 (17.91%) PostgreSQL
14 12 (17.91%) MySQL
14 12 (17.91%) Machine Learning
14 12 (17.91%) React
15 11 (16.42%) Big Data
15 11 (16.42%) Docker
15 11 (16.42%) Jenkins
15 11 (16.42%) SOAP
15 11 (16.42%) OO
15 11 (16.42%) Microsoft Azure
16 10 (14.93%) Banking

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 8 (11.94%) Confluence
2 7 (10.45%) Elasticsearch
3 6 (8.96%) Apache
3 6 (8.96%) OpenStack
4 3 (4.48%) Apache Spark
4 3 (4.48%) CMS
5 1 (1.49%) nginx
5 1 (1.49%) SAS
Applications
1 1 (1.49%) SPSS
Cloud Services
1 21 (31.34%) Amazon AWS
2 11 (16.42%) Microsoft Azure
3 7 (10.45%) Cloud Computing
4 6 (8.96%) GitHub
5 4 (5.97%) Google Cloud Platform
6 1 (1.49%) Amazon EMR
6 1 (1.49%) Amazon S3
6 1 (1.49%) AWS CloudFormation
6 1 (1.49%) Yarn
Communications & Networking
1 3 (4.48%) Internet
2 2 (2.99%) HTTP
3 1 (1.49%) SMS
Database & Business Intelligence
1 20 (29.85%) MongoDB
2 12 (17.91%) MySQL
2 12 (17.91%) PostgreSQL
3 11 (16.42%) Big Data
4 8 (11.94%) HBase
5 6 (8.96%) Hadoop
5 6 (8.96%) Relational Database
6 5 (7.46%) Apache Cassandra
7 2 (2.99%) Amazon Redshift
7 2 (2.99%) Data Warehouse
8 1 (1.49%) Amazon Aurora
8 1 (1.49%) Amazon DynamoDB
8 1 (1.49%) Amazon QuickSight
8 1 (1.49%) Apache Hive
8 1 (1.49%) MariaDB
8 1 (1.49%) Power BI
8 1 (1.49%) SQL Server
8 1 (1.49%) SQL Server Reporting Services
8 1 (1.49%) Sqoop
8 1 (1.49%) Text Mining
Development Applications
1 18 (26.87%) Git (software)
2 11 (16.42%) Jenkins
3 9 (13.43%) JIRA
4 5 (7.46%) Maven
5 2 (2.99%) GitLab
5 2 (2.99%) Gradle
6 1 (1.49%) JMeter
6 1 (1.49%) Protractor
6 1 (1.49%) Selenium
6 1 (1.49%) Travis CI
6 1 (1.49%) webpack
General
1 10 (14.93%) Banking
1 10 (14.93%) Finance
2 8 (11.94%) Games
3 3 (4.48%) Pharmaceutical
3 3 (4.48%) Retail
4 2 (2.99%) Investment Banking
5 1 (1.49%) Publishing
Job Titles
1 28 (41.79%) Developer
2 21 (31.34%) Software Engineer
3 17 (25.37%) Software Manager
4 14 (20.90%) Java Developer
5 13 (19.40%) Programmer
6 11 (16.42%) Java Engineer
7 10 (14.93%) AWS Engineer
7 10 (14.93%) Developer/Software Engineer
7 10 (14.93%) Development Manager
7 10 (14.93%) Java Software Engineer
7 10 (14.93%) Software Developer
7 10 (14.93%) Software Development Manager
7 10 (14.93%) Software Programmer
8 8 (11.94%) Java Programmer
9 7 (10.45%) Java Software Developer
9 7 (10.45%) Python Engineer
10 6 (8.96%) AWS Developer
10 6 (8.96%) Full Stack Developer
10 6 (8.96%) JavaScript Developer
10 6 (8.96%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 21 (31.34%) Web Services
2 19 (28.36%) AngularJS
3 15 (22.39%) REST
4 13 (19.40%) HTML
4 13 (19.40%) RESTful
5 12 (17.91%) React
6 11 (16.42%) SOAP
7 10 (14.93%) CSS
7 10 (14.93%) Node.js
8 9 (13.43%) Spring
9 7 (10.45%) HTML5
10 6 (8.96%) Django
10 6 (8.96%) jQuery
10 6 (8.96%) JSON
10 6 (8.96%) Natural Language Processing
10 6 (8.96%) RabbitMQ
11 4 (5.97%) .NET
11 4 (5.97%) Apache Commons
11 4 (5.97%) OSGi
11 4 (5.97%) WSDL
Miscellaneous
1 10 (14.93%) Data Structures
1 10 (14.93%) Fintech
2 7 (10.45%) Virtual Team
3 6 (8.96%) Private Cloud
4 5 (7.46%) Algorithms
4 5 (7.46%) Enterprise Software
4 5 (7.46%) NHS
5 4 (5.97%) Greenfield Project
6 3 (4.48%) Linux Command Line
7 2 (2.99%) Analytical Skills
8 1 (1.49%) Mobile App
8 1 (1.49%) Self-Motivation
Operating Systems
1 14 (20.90%) Linux
2 6 (8.96%) Ubuntu
3 2 (2.99%) Windows
4 1 (1.49%) Android
4 1 (1.49%) Apple iOS
4 1 (1.49%) Mac OS X
4 1 (1.49%) Unix
Processes & Methodologies
1 32 (47.76%) Agile Software Development
2 23 (34.33%) Software Engineering
3 19 (28.36%) Scrum
4 14 (20.90%) Coaching
4 14 (20.90%) Mentoring
4 14 (20.90%) Test Automation
5 12 (17.91%) Machine Learning
6 11 (16.42%) OO
7 10 (14.93%) Artificial Intelligence
7 10 (14.93%) Line Management
8 9 (13.43%) Continuous Improvement
8 9 (13.43%) DevOps
8 9 (13.43%) Microservices
9 8 (11.94%) Data Science
9 8 (11.94%) Kanban
9 8 (11.94%) Open Source
9 8 (11.94%) OWASP
9 8 (11.94%) Performance Management
9 8 (11.94%) Scaled Agile Framework
9 8 (11.94%) Technical Debt
Programming Languages
1 50 (74.63%) Java
2 34 (50.75%) JavaScript
3 29 (43.28%) Python
4 28 (41.79%) SQL
5 10 (14.93%) TypeScript
6 9 (13.43%) Java 8
7 7 (10.45%) Ruby
8 6 (8.96%) C++
9 4 (5.97%) C#
10 3 (4.48%) Bash Shell
10 3 (4.48%) C
10 3 (4.48%) R
11 2 (2.99%) ES6
11 2 (2.99%) MATLAB
12 1 (1.49%) Kotlin
Qualifications
1 5 (7.46%) Degree
2 2 (2.99%) Computer Science Degree
2 2 (2.99%) PhD
Quality Assurance & Compliance
1 8 (11.94%) PSD2
2 2 (2.99%) QA
System Software
1 11 (16.42%) Docker
2 1 (1.49%) Apache Flume
2 1 (1.49%) Apache ZooKeeper
Systems Management
1 6 (8.96%) Ansible
1 6 (8.96%) Packer
1 6 (8.96%) Terraform
2 3 (4.48%) Kubernetes
Vendors
1 8 (11.94%) WorldPay
2 4 (5.97%) Oracle
3 3 (4.48%) Google
4 2 (2.99%) Hortonworks
5 1 (1.49%) Cognos
5 1 (1.49%) Tableau
5 1 (1.49%) Talend
5 1 (1.49%) Terracotta