Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

NoSQL
East of England > Cambridgeshire
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 80 76 83
Rank change year-on-year -4 +7 -15
Permanent jobs citing NoSQL 121 148 123
As % of all permanent IT jobs advertised in Cambridgeshire 3.11% 3.94% 3.21%
As % of the Database & Business Intelligence category 12.53% 15.29% 12.18%
Number of salaries quoted 81 135 113
Cambridgeshire median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £33,556 £39,750
90th Percentile £72,500 £65,000 £61,250
East of England median annual salary £55,000 £52,500 £50,500
% change year-on-year +4.76% +3.96% +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 966 968 1,010
As % of all permanent IT jobs advertised in Cambridgeshire 24.80% 25.78% 26.34%
Number of salaries quoted 683 813 855
Cambridgeshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £29,375 £29,500 £28,000
90th Percentile £70,000 £61,000 £61,250
East of England median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

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 14 August 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 14 August 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 -14 87 £55,000 +10.00% 26
Peterborough -10 18 £42,500 -19.05% 5
NoSQL
East of England

For the 6 months to 14 August 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 79 (65.29%) Java
2 74 (61.16%) Amazon AWS
3 64 (52.89%) JavaScript
4 60 (49.59%) Agile Software Development
5 58 (47.93%) Python
6 57 (47.11%) SQL
7 49 (40.50%) Software Engineering
7 49 (40.50%) AngularJS
8 46 (38.02%) Microsoft Azure
9 44 (36.36%) TDD
10 41 (33.88%) Docker
11 40 (33.06%) Web Services
12 36 (29.75%) Finance
13 35 (28.93%) .NET
14 34 (28.10%) Microservices
15 32 (26.45%) MongoDB
15 32 (26.45%) Spring
16 31 (25.62%) RESTful
17 30 (24.79%) Scala
18 29 (23.97%) Continuous Integration
19 27 (22.31%) DevOps
20 25 (20.66%) Relational Database
20 25 (20.66%) Git (software)
21 24 (19.83%) Node.js
21 24 (19.83%) Ruby
21 24 (19.83%) Computer Science
21 24 (19.83%) Data Science
22 22 (18.18%) OOP
22 22 (18.18%) REST
23 21 (17.36%) Machine Learning

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 17 (14.05%) Elasticsearch
2 16 (13.22%) Apache Spark
3 14 (11.57%) Apache
4 9 (7.44%) OpenStack
5 1 (0.83%) SAS
Applications
1 1 (0.83%) Microsoft Excel
1 1 (0.83%) Microsoft PowerPoint
Business Applications
1 16 (13.22%) Payment Gateway
Cloud Services
1 74 (61.16%) Amazon AWS
2 46 (38.02%) Microsoft Azure
3 16 (13.22%) GitHub
3 16 (13.22%) OpenShift
4 12 (9.92%) Cloud Computing
5 8 (6.61%) Google Cloud Platform
6 1 (0.83%) AWS CloudFormation
Communications & Networking
1 8 (6.61%) HTTP
2 7 (5.79%) SMS
3 3 (2.48%) SAN
4 2 (1.65%) Internet
4 2 (1.65%) NAS
4 2 (1.65%) TCP/IP
Database & Business Intelligence
1 32 (26.45%) MongoDB
2 25 (20.66%) Relational Database
3 21 (17.36%) SQL Server
4 18 (14.88%) Apache Cassandra
4 18 (14.88%) Big Data
4 18 (14.88%) MySQL
4 18 (14.88%) PostgreSQL
5 14 (11.57%) HBase
6 11 (9.09%) Hadoop
7 8 (6.61%) Data Warehouse
8 7 (5.79%) Power BI
8 7 (5.79%) SQL Server 2016
9 6 (4.96%) Amazon Redshift
10 5 (4.13%) Amazon DynamoDB
11 3 (2.48%) Amazon RDS
11 3 (2.48%) Couchbase
12 2 (1.65%) SQL Server 2008
12 2 (1.65%) SQL Server Analysis Services
12 2 (1.65%) SQL Server Integration Services
12 2 (1.65%) SQL Server Reporting Services
Development Applications
1 25 (20.66%) Git (software)
2 17 (14.05%) Jenkins
3 16 (13.22%) Cucumber
3 16 (13.22%) Sonatype Nexus
4 8 (6.61%) Vagrant
5 6 (4.96%) Maven
6 3 (2.48%) TeamCity
7 1 (0.83%) GitLab
7 1 (0.83%) Gradle
General
1 36 (29.75%) Finance
2 18 (14.88%) Games
3 9 (7.44%) Manufacturing
4 6 (4.96%) Pharmaceutical
5 4 (3.31%) Banking
5 4 (3.31%) Music Industry
6 3 (2.48%) Retail
7 2 (1.65%) Investment Banking
8 1 (0.83%) Advertising
Job Titles
1 69 (57.02%) Developer
2 44 (36.36%) Java Developer
3 41 (33.88%) Software Engineer
4 29 (23.97%) Senior Developer
5 24 (19.83%) Java Engineer
6 20 (16.53%) Senior Java Developer
7 19 (15.70%) Java Software Engineer
7 19 (15.70%) Programmer
8 17 (14.05%) Java Programmer
9 16 (13.22%) Java Scala Developer
9 16 (13.22%) Scala Developer
9 16 (13.22%) Senior Java Scala Developer
9 16 (13.22%) Senior Scala Developer
10 13 (10.74%) Developer/Software Engineer
10 13 (10.74%) Software Developer
10 13 (10.74%) Software Programmer
11 12 (9.92%) Java Software Developer
12 10 (8.26%) Python Engineer
13 9 (7.44%) .NET Developer
13 9 (7.44%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 49 (40.50%) AngularJS
2 40 (33.06%) Web Services
3 35 (28.93%) .NET
4 32 (26.45%) Spring
5 31 (25.62%) RESTful
6 24 (19.83%) Node.js
7 22 (18.18%) REST
8 21 (17.36%) .NET Framework
9 16 (13.22%) Akka
9 16 (13.22%) jQuery
10 13 (10.74%) ASP.NET
11 12 (9.92%) JSON
11 12 (9.92%) React
12 10 (8.26%) ASP.NET Web API
12 10 (8.26%) Django
13 9 (7.44%) CSS
13 9 (7.44%) HTML
14 8 (6.61%) J2EE
14 8 (6.61%) MEAN Stack
14 8 (6.61%) SOAP
Miscellaneous
1 24 (19.83%) Computer Science
2 20 (16.53%) Data Structures
3 16 (13.22%) Distributed Denial-of-Service
3 16 (13.22%) Fintech
3 16 (13.22%) Online Games
3 16 (13.22%) Private Cloud
4 11 (9.09%) Analytical Skills
5 9 (7.44%) Greenfield Project
6 8 (6.61%) Enterprise Software
6 8 (6.61%) NHS
7 6 (4.96%) Algorithms
8 4 (3.31%) Life Science
9 3 (2.48%) Virtual Team
10 2 (1.65%) Clustering
10 2 (1.65%) Replication
10 2 (1.65%) Self-Motivation
10 2 (1.65%) W3C
11 1 (0.83%) BBC
11 1 (0.83%) Social Media
11 1 (0.83%) Web 2.0
Operating Systems
1 17 (14.05%) Android
1 17 (14.05%) Apple iOS
2 2 (1.65%) Linux
2 2 (1.65%) Windows
3 1 (0.83%) Mac OS
3 1 (0.83%) Unix
Processes & Methodologies
1 60 (49.59%) Agile Software Development
2 49 (40.50%) Software Engineering
3 44 (36.36%) TDD
4 34 (28.10%) Microservices
5 29 (23.97%) Continuous Integration
6 27 (22.31%) DevOps
7 24 (19.83%) Data Science
8 22 (18.18%) OOP
9 21 (17.36%) Continuous Delivery
9 21 (17.36%) Machine Learning
10 19 (15.70%) Unit Testing
11 17 (14.05%) Analytics
12 16 (13.22%) Cryptography
12 16 (13.22%) E-Commerce
12 16 (13.22%) ERD
12 16 (13.22%) Integration Testing
12 16 (13.22%) MVC
12 16 (13.22%) Scrum
12 16 (13.22%) Software Architecture
12 16 (13.22%) Wireframes
Programming Languages
1 79 (65.29%) Java
2 64 (52.89%) JavaScript
3 58 (47.93%) Python
4 57 (47.11%) SQL
5 30 (24.79%) Scala
6 24 (19.83%) Ruby
7 20 (16.53%) C#
8 15 (12.40%) C++
9 8 (6.61%) TypeScript
10 7 (5.79%) C
11 5 (4.13%) Java 8
11 5 (4.13%) T-SQL
12 2 (1.65%) MATLAB
12 2 (1.65%) PowerShell
12 2 (1.65%) R
13 1 (0.83%) Bash Shell
13 1 (0.83%) PHP
13 1 (0.83%) VBA
Qualifications
1 13 (10.74%) Degree
2 8 (6.61%) PhD
3 3 (2.48%) Computer Science Degree
Quality Assurance & Compliance
1 16 (13.22%) PCI DSS
2 8 (6.61%) GCP
3 4 (3.31%) QA
4 2 (1.65%) WAI
5 1 (0.83%) GDPR
System Software
1 41 (33.88%) Docker
2 2 (1.65%) Active Directory
3 1 (0.83%) Apache Flume
3 1 (0.83%) Apache ZooKeeper
Systems Management
1 1 (0.83%) Kubernetes
1 1 (0.83%) Systems Management Server (SMS)
Vendors
1 16 (13.22%) WorldPay
2 14 (11.57%) Oracle
3 7 (5.79%) Google
3 7 (5.79%) Tableau
4 4 (3.31%) Microsoft
5 2 (1.65%) Hortonworks
5 2 (1.65%) NetApp
6 1 (0.83%) Apple
6 1 (0.83%) Facebook
6 1 (0.83%) SAP
6 1 (0.83%) Sony
6 1 (0.83%) VMware
6 1 (0.83%) Xamarin
6 1 (0.83%) Yahoo!