Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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
East of England > Cambridgeshire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 85 71 83
Rank change year-on-year -14 +12 -13
Permanent jobs citing NoSQL 97 155 106
As % of all permanent IT jobs advertised in Cambridgeshire 2.84% 4.11% 2.99%
As % of the Database & Business Intelligence category 11.19% 16.72% 11.57%
Number of salaries quoted 65 135 85
Cambridgeshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £34,750 £36,250 £39,750
90th Percentile £72,500 £75,000 £63,500
East of England median annual salary £52,500 £55,000 £50,500
% change year-on-year -4.55% +8.91% +1.00%

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 Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Permanent vacancies with a requirement for database or business intelligence skills 867 927 916
As % of all permanent IT jobs advertised in Cambridgeshire 25.38% 24.59% 25.87%
Number of salaries quoted 610 768 776
Cambridgeshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £27,500 £30,000 £27,500
90th Percentile £71,250 £61,250 £61,250
East of England median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +2.27%

NoSQL
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for NoSQL in Cambridgeshire

NoSQL
Salary Trend in Cambridgeshire

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

Salary trend for NoSQL in Cambridgeshire

NoSQL
Salary Histogram in Cambridgeshire

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

Salary histogram for NoSQL in Cambridgeshire

NoSQL
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Cambridgeshire region over the 6 months to 21 October 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
Cambridge -11 69 £60,000 +20.00% 21
Peterborough -28 21 £42,500 - 3
NoSQL
East of England

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 Cambridgeshire region with a requirement for NoSQL.

1 61 (62.89%) Java
2 57 (58.76%) Amazon AWS
3 53 (54.64%) JavaScript
4 47 (48.45%) SQL
4 47 (48.45%) Agile Software Development
5 42 (43.30%) Microsoft Azure
6 37 (38.14%) AngularJS
7 35 (36.08%) Python
8 32 (32.99%) MongoDB
9 28 (28.87%) Software Engineering
10 27 (27.84%) Web Services
10 27 (27.84%) Docker
11 26 (26.80%) TDD
12 25 (25.77%) REST
13 22 (22.68%) Git (software)
14 21 (21.65%) Node.js
14 21 (21.65%) Machine Learning
14 21 (21.65%) .NET
15 20 (20.62%) Spring
16 18 (18.56%) C#
17 17 (17.53%) SQL Server
17 17 (17.53%) Finance
17 17 (17.53%) Cloud Computing
17 17 (17.53%) Microservices
18 16 (16.49%) Data Structures
18 16 (16.49%) Big Data
18 16 (16.49%) Elasticsearch
18 16 (16.49%) Scrum
19 15 (15.46%) OO
19 15 (15.46%) DevOps

NoSQL
Co-occurring IT Skills in Cambridgeshire 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 16 (16.49%) Elasticsearch
2 10 (10.31%) Apache
3 9 (9.28%) Apache Spark
4 7 (7.22%) OpenStack
5 4 (4.12%) Cloud Foundry
6 1 (1.03%) Confluence
6 1 (1.03%) nginx
Business Applications
1 4 (4.12%) Payment Gateway
Cloud Services
1 57 (58.76%) Amazon AWS
2 42 (43.30%) Microsoft Azure
3 17 (17.53%) Cloud Computing
4 8 (8.25%) GitHub
4 8 (8.25%) OpenShift
5 6 (6.19%) Google Cloud Platform
6 4 (4.12%) PaaS
7 2 (2.06%) Serverless
8 1 (1.03%) Amazon EMR
8 1 (1.03%) Amazon S3
8 1 (1.03%) AWS CloudFormation
Communications & Networking
1 5 (5.15%) HTTP
2 4 (4.12%) Internet
3 3 (3.09%) SMS
4 1 (1.03%) SAN
Database & Business Intelligence
1 32 (32.99%) MongoDB
2 17 (17.53%) SQL Server
3 16 (16.49%) Big Data
4 14 (14.43%) MySQL
4 14 (14.43%) Relational Database
5 13 (13.40%) Apache Cassandra
5 13 (13.40%) HBase
6 10 (10.31%) PostgreSQL
7 8 (8.25%) Hadoop
8 5 (5.15%) Amazon DynamoDB
8 5 (5.15%) Amazon Redshift
8 5 (5.15%) Data Warehouse
9 4 (4.12%) Power BI
9 4 (4.12%) SQL Server 2016
10 1 (1.03%) Amazon Aurora
10 1 (1.03%) Amazon RDS
10 1 (1.03%) Apache Hive
10 1 (1.03%) Couchbase
10 1 (1.03%) MariaDB
10 1 (1.03%) Sqoop
Development Applications
1 22 (22.68%) Git (software)
2 12 (12.37%) Jenkins
3 11 (11.34%) Maven
4 8 (8.25%) Cucumber
5 6 (6.19%) Vagrant
6 5 (5.15%) Selenium
7 4 (4.12%) SonarQube
7 4 (4.12%) Sonatype Nexus
8 3 (3.09%) TeamCity
9 2 (2.06%) GitLab
9 2 (2.06%) Gradle
9 2 (2.06%) JIRA
10 1 (1.03%) JMeter
10 1 (1.03%) Protractor
10 1 (1.03%) Travis CI
General
1 17 (17.53%) Finance
2 7 (7.22%) Manufacturing
3 6 (6.19%) Games
4 4 (4.12%) Pharmaceutical
5 3 (3.09%) Banking
5 3 (3.09%) Retail
6 2 (2.06%) Investment Banking
6 2 (2.06%) Music Industry
7 1 (1.03%) Publishing
Job Titles
1 49 (50.52%) Developer
2 35 (36.08%) Software Engineer
3 28 (28.87%) Java Developer
4 20 (20.62%) Java Engineer
4 20 (20.62%) Programmer
5 17 (17.53%) Java Programmer
6 16 (16.49%) Java Software Engineer
7 14 (14.43%) Developer/Software Engineer
7 14 (14.43%) Software Developer
7 14 (14.43%) Software Programmer
8 13 (13.40%) Java Software Developer
8 13 (13.40%) Senior Developer
9 12 (12.37%) AWS Engineer
10 9 (9.28%) Python Engineer
11 8 (8.25%) Python Software Engineer
12 7 (7.22%) .NET Developer
12 7 (7.22%) AWS Software Engineer
12 7 (7.22%) Senior Java Developer
13 6 (6.19%) JavaScript Engineer
14 5 (5.15%) Principal Java Developer
Libraries, Frameworks & Software Standards
1 37 (38.14%) AngularJS
2 27 (27.84%) Web Services
3 25 (25.77%) REST
4 21 (21.65%) .NET
4 21 (21.65%) Node.js
5 20 (20.62%) Spring
6 15 (15.46%) RESTful
7 14 (14.43%) React
8 11 (11.34%) CSS
8 11 (11.34%) HTML
8 11 (11.34%) JSON
9 10 (10.31%) ASP.NET
9 10 (10.31%) jQuery
9 10 (10.31%) SOAP
10 7 (7.22%) ASP.NET Web API
11 6 (6.19%) Apache Commons
11 6 (6.19%) Django
11 6 (6.19%) HTML5
11 6 (6.19%) OSGi
11 6 (6.19%) Spring Boot
Miscellaneous
1 16 (16.49%) Data Structures
2 13 (13.40%) Computer Science
3 10 (10.31%) Greenfield Project
4 9 (9.28%) Enterprise Software
4 9 (9.28%) NHS
5 7 (7.22%) Analytical Skills
5 7 (7.22%) Public Cloud
6 6 (6.19%) Algorithms
6 6 (6.19%) Virtual Team
7 5 (5.15%) Fintech
8 4 (4.12%) Cloud Native
8 4 (4.12%) Distributed Denial-of-Service
8 4 (4.12%) Online Games
8 4 (4.12%) Private Cloud
9 3 (3.09%) Linux Command Line
9 3 (3.09%) User Experience
10 2 (2.06%) Life Science
11 1 (1.03%) BBC
11 1 (1.03%) Self-Motivation
11 1 (1.03%) Social Media
Operating Systems
1 8 (8.25%) Linux
2 5 (5.15%) Android
2 5 (5.15%) Apple iOS
3 2 (2.06%) Windows
4 1 (1.03%) Mac OS X
4 1 (1.03%) Unix
Processes & Methodologies
1 47 (48.45%) Agile Software Development
2 28 (28.87%) Software Engineering
3 26 (26.80%) TDD
4 21 (21.65%) Machine Learning
5 17 (17.53%) Microservices
6 16 (16.49%) Scrum
7 15 (15.46%) Data Science
7 15 (15.46%) DevOps
7 15 (15.46%) OO
8 14 (14.43%) OOP
9 13 (13.40%) Continuous Integration
9 13 (13.40%) MVC
9 13 (13.40%) Test Automation
10 11 (11.34%) Analytics
10 11 (11.34%) Unit Testing
11 9 (9.28%) Web Development
12 8 (8.25%) Continuous Delivery
13 7 (7.22%) Mathematics
13 7 (7.22%) SDLC
14 6 (6.19%) Artificial Intelligence
Programming Languages
1 61 (62.89%) Java
2 53 (54.64%) JavaScript
3 47 (48.45%) SQL
4 35 (36.08%) Python
5 18 (18.56%) C#
6 14 (14.43%) Scala
7 13 (13.40%) TypeScript
8 11 (11.34%) C++
9 9 (9.28%) Ruby
10 8 (8.25%) Java 8
11 3 (3.09%) Bash Shell
11 3 (3.09%) T-SQL
12 2 (2.06%) MATLAB
12 2 (2.06%) R
13 1 (1.03%) C
13 1 (1.03%) ES6
13 1 (1.03%) Kotlin
Qualifications
1 12 (12.37%) Degree
2 4 (4.12%) PhD
3 3 (3.09%) Computer Science Degree
Quality Assurance & Compliance
1 4 (4.12%) PCI DSS
2 2 (2.06%) QA
3 1 (1.03%) PSD2
System Software
1 27 (27.84%) Docker
2 1 (1.03%) Apache Flume
2 1 (1.03%) Apache ZooKeeper
Systems Management
1 4 (4.12%) Ansible
1 4 (4.12%) Opscode Chef
1 4 (4.12%) Puppet
2 2 (2.06%) Kubernetes
Vendors
1 11 (11.34%) Oracle
2 6 (6.19%) Microsoft
3 5 (5.15%) Google
3 5 (5.15%) WorldPay
4 4 (4.12%) Cognizant
4 4 (4.12%) Tableau
5 2 (2.06%) Hortonworks
6 1 (1.03%) Apple
6 1 (1.03%) Facebook
6 1 (1.03%) Sony
6 1 (1.03%) Talend
6 1 (1.03%) Terracotta
6 1 (1.03%) VMware
6 1 (1.03%) Yahoo!