Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
Cambridgeshire > Cambridge
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 69 78 60
Rank change year-on-year +9 -18 +14
Permanent jobs citing NoSQL 133 73 110
As % of all permanent IT jobs advertised in Cambridge 4.35% 3.22% 3.83%
As % of the Database & Business Intelligence category 18.60% 12.54% 14.55%
Number of salaries quoted 109 58 102
Cambridge median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +18.75%
10th Percentile £37,500 £41,675 £34,250
90th Percentile £70,000 £61,250 £55,000
Cambridgeshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +18.75%

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 715 582 756
As % of all permanent IT jobs advertised in Cambridge 23.37% 25.71% 26.34%
Number of salaries quoted 560 474 695
Cambridge median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +3.66%
10th Percentile £30,000 £27,500 £30,000
90th Percentile £67,500 £65,000 £55,000
Cambridgeshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 19 November 2017.

Salary histogram for NoSQL in Cambridge

For the 6 months to 19 November 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for NoSQL.

1 89 (66.92%) Java
2 56 (42.11%) JavaScript
2 56 (42.11%) Computer Science
3 51 (38.35%) Python
4 50 (37.59%) Agile Software Development
5 45 (33.83%) OO
6 40 (30.08%) Degree
7 39 (29.32%) Test Automation
7 39 (29.32%) Node.js
8 37 (27.82%) Git (software)
8 37 (27.82%) AngularJS
8 37 (27.82%) TDD
8 37 (27.82%) Software Engineering
9 35 (26.32%) Mathematics
10 34 (25.56%) Physics
10 34 (25.56%) Unit Testing
10 34 (25.56%) Big Data
11 33 (24.81%) Web Services
12 32 (24.06%) Web Development
13 31 (23.31%) Algorithms
14 30 (22.56%) RESTful
14 30 (22.56%) Amazon AWS
15 29 (21.80%) React
16 28 (21.05%) Analytics
17 27 (20.30%) Data Structures
17 27 (20.30%) HTML
17 27 (20.30%) Computer Science Degree
18 26 (19.55%) C++
18 26 (19.55%) Linux
18 26 (19.55%) MongoDB

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 18 (13.53%) Elasticsearch
2 9 (6.77%) Apache Spark
3 5 (3.76%) OpenStack
4 3 (2.26%) NServiceBus
5 1 (0.75%) Apache Solr
5 1 (0.75%) JBoss
5 1 (0.75%) Oracle SOA Suite
5 1 (0.75%) SAS
5 1 (0.75%) Tomcat
Applications
1 1 (0.75%) Weka
Cloud Services
1 30 (22.56%) Amazon AWS
2 18 (13.53%) Microsoft Azure
3 17 (12.78%) Cloud Computing
4 3 (2.26%) SaaS
5 2 (1.50%) Amazon EC2
5 2 (1.50%) AWS CloudFormation
6 1 (0.75%) Google Play
Communications & Networking
1 20 (15.04%) Internet
2 8 (6.02%) TCP/IP
3 7 (5.26%) Ethernet
4 3 (2.26%) HTTP
Database & Business Intelligence
1 34 (25.56%) Big Data
2 26 (19.55%) MongoDB
3 23 (17.29%) SQL Server
4 14 (10.53%) HBase
4 14 (10.53%) Relational Database
5 13 (9.77%) RDBMS
6 10 (7.52%) SQL Server 2014
7 7 (5.26%) MySQL
8 5 (3.76%) PostgreSQL
9 4 (3.01%) Apache Cassandra
9 4 (3.01%) Hadoop
10 3 (2.26%) Neo4j
11 1 (0.75%) Apache Hive
11 1 (0.75%) Data Warehouse
11 1 (0.75%) Redis
Development Applications
1 37 (27.82%) Git (software)
2 11 (8.27%) Maven
3 8 (6.02%) JUnit
4 3 (2.26%) PhantomJS
4 3 (2.26%) Selenium
4 3 (2.26%) webpack
5 1 (0.75%) Jasmine
5 1 (0.75%) Jenkins
5 1 (0.75%) JIRA
5 1 (0.75%) Karma Test Runner
5 1 (0.75%) Mocha
5 1 (0.75%) TeamCity
General
1 19 (14.29%) Finance
2 17 (12.78%) Pharmaceutical
3 3 (2.26%) Law
4 2 (1.50%) Retail
Job Titles
1 85 (63.91%) Developer
2 31 (23.31%) Java Developer
3 21 (15.79%) Full Stack Developer
4 20 (15.04%) JavaScript Developer
5 15 (11.28%) Software Engineer
6 14 (10.53%) Java Engineer
6 14 (10.53%) Java Software Engineer
7 13 (9.77%) Senior Java Engineer
7 13 (9.77%) Senior Java Software Engineer
7 13 (9.77%) Senior Software Engineer
8 12 (9.02%) Architect
8 12 (9.02%) C# Developer
9 11 (8.27%) .NET Developer
9 11 (8.27%) C# .NET Developer
10 10 (7.52%) ASP.NET Developer
10 10 (7.52%) ASP.NET MVC Developer
10 10 (7.52%) C# ASP.NET Developer
11 9 (6.77%) Data Scientist
11 9 (6.77%) Python Developer
12 8 (6.02%) Linux Developer
Libraries, Frameworks & Software Standards
1 39 (29.32%) Node.js
2 37 (27.82%) AngularJS
3 33 (24.81%) Web Services
4 30 (22.56%) RESTful
5 29 (21.80%) React
6 27 (20.30%) HTML
7 24 (18.05%) CSS
8 21 (15.79%) JSON
9 19 (14.29%) .NET
9 19 (14.29%) jQuery
10 18 (13.53%) HTML5
11 16 (12.03%) WCF
12 15 (11.28%) ASP.NET
12 15 (11.28%) Ehcache
13 14 (10.53%) ASP.NET MVC
13 14 (10.53%) ASP.NET Web API
14 13 (9.77%) REST
15 11 (8.27%) Spring
16 10 (7.52%) .NET Framework
16 10 (7.52%) Entity Framework
Miscellaneous
1 56 (42.11%) Computer Science
2 31 (23.31%) Algorithms
3 27 (20.30%) Data Structures
4 17 (12.78%) Smart Energy
5 15 (11.28%) Internet of Things
6 12 (9.02%) Enterprise Software
7 8 (6.02%) Mobile App
7 8 (6.02%) Renewable Energy
8 7 (5.26%) Analytical Skills
9 3 (2.26%) Clustering
9 3 (2.26%) Social Media
9 3 (2.26%) Social Network
10 2 (1.50%) Data Centre
10 2 (1.50%) Fintech
11 1 (0.75%) Blackberry
11 1 (0.75%) Greenfield Project
11 1 (0.75%) Life Science
11 1 (0.75%) User Experience
Operating Systems
1 26 (19.55%) Linux
2 6 (4.51%) Android
2 6 (4.51%) Apple iOS
3 5 (3.76%) Unix
4 3 (2.26%) Windows
Processes & Methodologies
1 50 (37.59%) Agile Software Development
2 45 (33.83%) OO
3 39 (29.32%) Test Automation
4 37 (27.82%) Software Engineering
4 37 (27.82%) TDD
5 35 (26.32%) Mathematics
6 34 (25.56%) Physics
6 34 (25.56%) Unit Testing
7 32 (24.06%) Web Development
8 28 (21.05%) Analytics
9 25 (18.80%) Multithreading
10 21 (15.79%) Complexity Analysis
11 19 (14.29%) Front End Development
11 19 (14.29%) Scrum
12 18 (13.53%) MVC
13 16 (12.03%) Cross-Browser Compatibility
13 16 (12.03%) Customer-Centric Development
13 16 (12.03%) Disruptive Innovation
13 16 (12.03%) Knowledge Discovery
13 16 (12.03%) OOD
Programming Languages
1 89 (66.92%) Java
2 56 (42.11%) JavaScript
3 51 (38.35%) Python
4 26 (19.55%) C++
5 24 (18.05%) C#
5 24 (18.05%) SQL
6 18 (13.53%) C
7 17 (12.78%) Ruby
8 16 (12.03%) Scala
9 10 (7.52%) Perl
10 7 (5.26%) Go
10 7 (5.26%) Haskell
11 6 (4.51%) PHP
12 5 (3.76%) Delphi
12 5 (3.76%) Embedded C
12 5 (3.76%) Embedded C++
12 5 (3.76%) Julia
12 5 (3.76%) R
13 4 (3.01%) TypeScript
14 2 (1.50%) PowerShell
Qualifications
1 40 (30.08%) Degree
2 27 (20.30%) Computer Science Degree
3 16 (12.03%) PhD
Quality Assurance & Compliance
1 13 (9.77%) QA
2 1 (0.75%) SLA
System Software
1 15 (11.28%) Docker
2 5 (3.76%) VMware Infrastructure
3 1 (0.75%) Oracle RAC
Systems Management
1 2 (1.50%) Ansible
2 1 (0.75%) Failover Clustering
2 1 (0.75%) Packer
Vendors
1 15 (11.28%) Terracotta
2 8 (6.02%) Oracle
3 5 (3.76%) Adobe
3 5 (3.76%) VMware
3 5 (3.76%) Xamarin
4 3 (2.26%) Microsoft
5 1 (0.75%) Google
5 1 (0.75%) Samsung