Period
to 14 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 December 2017 with a comparison to the same period in the previous 2 years.

NoSQL
South West > Bristol
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 79 69 69
Rank change year-on-year -10 0 +51
Permanent jobs citing NoSQL 145 129 144
As % of all permanent IT jobs advertised in Bristol 3.83% 3.95% 3.82%
As % of the Database & Business Intelligence category 12.51% 13.27% 10.70%
Number of salaries quoted 131 122 140
Bristol median annual salary £53,000 £57,500 £50,000
Median salary % change year-on-year -7.83% +15.00% -16.67%
10th Percentile £38,750 £38,800 £23,750
90th Percentile £65,000 £79,875 £85,000
South West median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1159 972 1346
As % of all permanent IT jobs advertised in Bristol 30.60% 29.73% 35.70%
Number of salaries quoted 993 868 1225
Bristol median annual salary £42,500 £44,000 £40,000
Median salary % change year-on-year -3.41% +10.00% +1.27%
10th Percentile £27,800 £29,675 £27,500
90th Percentile £65,000 £72,500 £65,000
South West median annual salary £40,000 £41,500 £39,060
% change year-on-year -3.61% +6.25% +4.16%

NoSQL
Job Vacancy Trend in Bristol

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

Job vacancy trend for NoSQL in Bristol

NoSQL
Salary Trend in Bristol

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

Salary trend for NoSQL in Bristol

NoSQL
Salary Histogram in Bristol

The salary distribution of IT jobs citing NoSQL in Bristol over the 6 months to 14 December 2017.

Salary histogram for NoSQL in Bristol

For the 6 months to 14 December 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 Bristol region with a requirement for NoSQL.

1 101 (69.66%) Agile Software Development
2 75 (51.72%) Java
3 71 (48.97%) TDD
4 68 (46.90%) JavaScript
5 64 (44.14%) C#
6 60 (41.38%) OO
7 59 (40.69%) SQL
7 59 (40.69%) .NET
8 58 (40.00%) HTML
9 55 (37.93%) Software Engineering
10 50 (34.48%) Spring
11 48 (33.10%) BDD
12 46 (31.72%) AngularJS
12 46 (31.72%) Microservices
13 44 (30.34%) SQL Server
14 43 (29.66%) Git (software)
15 41 (28.28%) Amazon AWS
15 41 (28.28%) HTML5
16 39 (26.90%) Microsoft Azure
16 39 (26.90%) ASP.NET
16 39 (26.90%) CSS
16 39 (26.90%) MVC
17 36 (24.83%) REST
18 35 (24.14%) ASP.NET MVC
19 33 (22.76%) MongoDB
20 31 (21.38%) Finance
21 29 (20.00%) Degree
22 28 (19.31%) Scrum
23 27 (18.62%) Node.js
24 26 (17.93%) Relational Database

NoSQL
Co-occurring IT Skills in Bristol 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 (11.03%) Apache Spark
2 11 (7.59%) Elasticsearch
3 9 (6.21%) Tomcat
4 6 (4.14%) JBoss
4 6 (4.14%) Jetty
4 6 (4.14%) WebLogic
5 5 (3.45%) NServiceBus
6 4 (2.76%) Apache
6 4 (2.76%) SAS
7 2 (1.38%) Drupal
7 2 (1.38%) nginx
8 1 (0.69%) Confluence
8 1 (0.69%) OpenStack
Applications
1 4 (2.76%) SPSS
2 3 (2.07%) Chatbot
Cloud Services
1 41 (28.28%) Amazon AWS
2 39 (26.90%) Microsoft Azure
3 21 (14.48%) SaaS
4 16 (11.03%) Amazon Kinesis
5 15 (10.34%) PaaS
6 14 (9.66%) IaaS
7 9 (6.21%) Google Cloud Platform
8 8 (5.52%) Cloud Computing
8 8 (5.52%) npm
9 7 (4.83%) Amazon S3
9 7 (4.83%) AWS Lambda
9 7 (4.83%) Serverless
10 6 (4.14%) Amazon EMR
11 3 (2.07%) Azure Machine Learning
12 2 (1.38%) DigitalOcean
12 2 (1.38%) Heroku
Communications & Networking
1 12 (8.28%) SSL
2 8 (5.52%) HTTP
3 3 (2.07%) SMS
4 2 (1.38%) AMQP
4 2 (1.38%) TCP/IP
5 1 (0.69%) Ethernet
5 1 (0.69%) Wireless
Database & Business Intelligence
1 44 (30.34%) SQL Server
2 33 (22.76%) MongoDB
3 26 (17.93%) Relational Database
4 19 (13.10%) RDBMS
5 16 (11.03%) Amazon Redshift
5 16 (11.03%) SQL Server 2016
6 15 (10.34%) Apache Cassandra
6 15 (10.34%) PostgreSQL
7 13 (8.97%) CouchDB
7 13 (8.97%) MySQL
8 12 (8.28%) Redis
9 10 (6.90%) Hadoop
10 9 (6.21%) BigQuery
11 7 (4.83%) Big Data
11 7 (4.83%) Neo4j
12 6 (4.14%) Couchbase
12 6 (4.14%) Riak
13 5 (3.45%) MarkLogic
14 4 (2.76%) Apache Hive
15 3 (2.07%) GIS
Development Applications
1 43 (29.66%) Git (software)
2 16 (11.03%) Jenkins
3 13 (8.97%) Atlassian Bamboo
3 13 (8.97%) MSBuild
4 10 (6.90%) Mercurial
5 8 (5.52%) gulp
6 7 (4.83%) JIRA
7 6 (4.14%) Maven
8 5 (3.45%) NUnit
9 4 (2.76%) JUnit
9 4 (2.76%) Selenium
10 2 (1.38%) Cucumber
10 2 (1.38%) Subversion
10 2 (1.38%) webpack
11 1 (0.69%) Artifactory
11 1 (0.69%) Team Foundation Server
11 1 (0.69%) Visual Studio
General
1 31 (21.38%) Finance
2 24 (16.55%) Electronics
3 22 (15.17%) Marketing
4 18 (12.41%) Manufacturing
4 18 (12.41%) Telecoms
5 16 (11.03%) Advertising
6 9 (6.21%) Law
7 6 (4.14%) Banking
8 1 (0.69%) Legal
Job Titles
1 87 (60.00%) Developer
2 36 (24.83%) .NET Developer
3 35 (24.14%) Java Developer
3 35 (24.14%) Java Engineer
4 33 (22.76%) Senior Developer
5 32 (22.07%) Software Engineer
6 28 (19.31%) Java Software Engineer
6 28 (19.31%) Senior Software Engineer
7 26 (17.93%) Senior Java Engineer
7 26 (17.93%) Senior Java Software Engineer
8 22 (15.17%) C# Developer
9 20 (13.79%) Senior Java Developer
10 19 (13.10%) Software Developer
11 14 (9.66%) .NET Software Developer
11 14 (9.66%) Senior Software Developer
12 13 (8.97%) AWS Engineer
13 12 (8.28%) C# .NET Developer
13 12 (8.28%) Lead Developer
14 11 (7.59%) C# Software Developer
14 11 (7.59%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 59 (40.69%) .NET
2 58 (40.00%) HTML
3 50 (34.48%) Spring
4 46 (31.72%) AngularJS
5 41 (28.28%) HTML5
6 39 (26.90%) ASP.NET
6 39 (26.90%) CSS
7 36 (24.83%) REST
8 35 (24.14%) ASP.NET MVC
9 27 (18.62%) Node.js
10 22 (15.17%) RESTful
11 20 (13.79%) J2EE
12 18 (12.41%) JSON
12 18 (12.41%) Kafka
13 17 (11.72%) ASP.NET Web API
13 17 (11.72%) RabbitMQ
14 16 (11.03%) ASP.NET MVC 5
14 16 (11.03%) Hibernate
14 16 (11.03%) WCF
15 15 (10.34%) Spring Boot
Miscellaneous
1 21 (14.48%) Analytical Skills
1 21 (14.48%) Computer Science
1 21 (14.48%) User Experience
2 20 (13.79%) Greenfield Project
3 17 (11.72%) Enterprise Software
4 15 (10.34%) Algorithms
5 9 (6.21%) Client/Server
6 6 (4.14%) Photography
7 4 (2.76%) Fintech
8 3 (2.07%) Blog
8 3 (2.07%) Data Protection Act
8 3 (2.07%) Management Information System
8 3 (2.07%) Mobile App
9 2 (1.38%) NHS
9 2 (1.38%) PKI
9 2 (1.38%) Video\Live Streaming
10 1 (0.69%) Data Structures
10 1 (0.69%) Embedded Systems
10 1 (0.69%) Virtual Team
Operating Systems
1 14 (9.66%) Linux
2 7 (4.83%) Windows
3 2 (1.38%) Android
3 2 (1.38%) Apple iOS
3 2 (1.38%) Windows Phone
4 1 (0.69%) Embedded Linux
Processes & Methodologies
1 101 (69.66%) Agile Software Development
2 71 (48.97%) TDD
3 60 (41.38%) OO
4 55 (37.93%) Software Engineering
5 48 (33.10%) BDD
6 46 (31.72%) Microservices
7 39 (26.90%) MVC
8 28 (19.31%) Scrum
9 26 (17.93%) Continuous Delivery
10 24 (16.55%) DevOps
11 23 (15.86%) Business Intelligence
12 21 (14.48%) Unit Testing
13 20 (13.79%) Continuous Integration
14 19 (13.10%) Web Application Development
15 18 (12.41%) Digital Marketing
15 18 (12.41%) Open Source
15 18 (12.41%) Programme Management
16 15 (10.34%) SOLID
17 14 (9.66%) Analytical Thinking
17 14 (9.66%) OOA/OOD
Programming Languages
1 75 (51.72%) Java
2 68 (46.90%) JavaScript
3 64 (44.14%) C#
4 59 (40.69%) SQL
5 17 (11.72%) Python
5 17 (11.72%) Ruby
6 8 (5.52%) Scala
7 6 (4.14%) R
7 6 (4.14%) TypeScript
8 4 (2.76%) MATLAB
8 4 (2.76%) PHP
9 3 (2.07%) F#
10 2 (1.38%) ES6
10 2 (1.38%) Groovy
11 1 (0.69%) Bash Shell
11 1 (0.69%) C
11 1 (0.69%) C++
11 1 (0.69%) XPath
11 1 (0.69%) XQuery
Qualifications
1 29 (20.00%) Degree
2 18 (12.41%) Computer Science Degree
3 3 (2.07%) Postgraduate
4 1 (0.69%) PhD
4 1 (0.69%) Security Cleared
Quality Assurance & Compliance
1 10 (6.90%) QA
2 2 (1.38%) HL7
System Software
1 18 (12.41%) Docker
2 1 (0.69%) HDFS
Systems Management
1 5 (3.45%) Kibana
2 1 (0.69%) Ansible
Vendors
1 20 (13.79%) SAP
2 19 (13.10%) Microsoft
3 12 (8.28%) Oracle
4 6 (4.14%) Atlassian
4 6 (4.14%) Google
5 2 (1.38%) Informatica
5 2 (1.38%) Mercator
5 2 (1.38%) Xamarin