Period
to 18 September 2018

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 18 September 2018 with a comparison to the same period in the previous 2 years.

NoSQL
South West > Bristol
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 69 75 95
Rank change year-on-year +6 +20 +17
Permanent jobs citing NoSQL 159 143 91
As % of all permanent IT jobs advertised in Bristol 4.27% 3.79% 2.77%
As % of the Database & Business Intelligence category 14.10% 12.67% 9.29%
Number of salaries quoted 154 134 89
Bristol median annual salary £47,500 £52,500 £52,500
Median salary % change year-on-year -9.52% - +10.53%
10th Percentile £37,875 £37,500 £33,000
90th Percentile £70,000 £70,000 £81,250
South West median annual salary £50,000 £47,500 £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 1,128 1,129 980
As % of all permanent IT jobs advertised in Bristol 30.28% 29.89% 29.81%
Number of salaries quoted 1,005 988 864
Bristol median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £26,250 £26,750
90th Percentile £63,750 £66,250 £65,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

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 18 September 2018.

Salary histogram for NoSQL in Bristol

For the 6 months to 18 September 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 Bristol region with a requirement for NoSQL.

1 85 (53.46%) Agile Software Development
2 81 (50.94%) Software Engineering
3 75 (47.17%) Java
4 74 (46.54%) JavaScript
5 68 (42.77%) SQL
6 59 (37.11%) TDD
7 57 (35.85%) MongoDB
8 54 (33.96%) Python
9 51 (32.08%) C#
10 50 (31.45%) OO
11 47 (29.56%) Git (software)
12 46 (28.93%) HTML5
12 46 (28.93%) AngularJS
12 46 (28.93%) HTML
13 39 (24.53%) BDD
14 34 (21.38%) Amazon AWS
15 32 (20.13%) Apache
15 32 (20.13%) Continuous Integration
16 31 (19.50%) .NET
17 30 (18.87%) Finance
18 29 (18.24%) PHP
19 27 (16.98%) MVC
19 27 (16.98%) Hadoop
20 25 (15.72%) Linux
20 25 (15.72%) Greenfield Project
21 24 (15.09%) Algorithms
22 23 (14.47%) Big Data
22 23 (14.47%) Decision-Making
23 22 (13.84%) React
23 22 (13.84%) User Experience

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 32 (20.13%) Apache
2 22 (13.84%) Tomcat
3 13 (8.18%) JBoss
3 13 (8.18%) Jetty
3 13 (8.18%) nginx
3 13 (8.18%) WebLogic
4 10 (6.29%) Elasticsearch
5 5 (3.14%) Apache Solr
5 5 (3.14%) Apache Spark
6 1 (0.63%) Umbraco
Applications
1 1 (0.63%) Chatbot
Cloud Services
1 34 (21.38%) Amazon AWS
2 22 (13.84%) Microsoft Azure
3 17 (10.69%) Amazon Kinesis
4 13 (8.18%) Amazon EC2
4 13 (8.18%) Amazon S3
5 9 (5.66%) Cloud Computing
5 9 (5.66%) Google Cloud Platform
5 9 (5.66%) SaaS
6 8 (5.03%) IaaS
6 8 (5.03%) PaaS
7 6 (3.77%) AWS Lambda
7 6 (3.77%) Serverless
8 1 (0.63%) Azure Machine Learning
Communications & Networking
1 9 (5.66%) HTTP
2 6 (3.77%) SMS
3 5 (3.14%) Broadband
3 5 (3.14%) Extranet
3 5 (3.14%) MQTT
4 2 (1.26%) Internet
4 2 (1.26%) SSL
Database & Business Intelligence
1 57 (35.85%) MongoDB
2 27 (16.98%) Hadoop
3 23 (14.47%) Big Data
4 22 (13.84%) PostgreSQL
5 21 (13.21%) MySQL
6 20 (12.58%) Redis
7 18 (11.32%) RDBMS
7 18 (11.32%) Relational Database
8 17 (10.69%) Amazon Redshift
8 17 (10.69%) SQL Server
9 16 (10.06%) Apache Cassandra
10 14 (8.81%) Amazon DynamoDB
11 13 (8.18%) Couchbase
11 13 (8.18%) Riak
12 10 (6.29%) Neo4j
13 9 (5.66%) CouchDB
14 3 (1.89%) Amazon RDS
14 3 (1.89%) MariaDB
15 1 (0.63%) Mahout
15 1 (0.63%) MarkLogic
Development Applications
1 47 (29.56%) Git (software)
2 18 (11.32%) Jenkins
2 18 (11.32%) Mercurial
3 16 (10.06%) Subversion
4 15 (9.43%) PHPUnit
5 13 (8.18%) Cucumber
5 13 (8.18%) Selenium
6 10 (6.29%) Bitbucket
6 10 (6.29%) JUnit
7 8 (5.03%) JIRA
7 8 (5.03%) Visual Studio
8 7 (4.40%) Octopus Deploy
8 7 (4.40%) TeamCity
9 4 (2.52%) FitNesse
9 4 (2.52%) Vagrant
10 2 (1.26%) Atlassian Bamboo
10 2 (1.26%) MSBuild
10 2 (1.26%) Team Foundation Server
11 1 (0.63%) AccuRev
11 1 (0.63%) Visual Studio Team System
General
1 30 (18.87%) Finance
2 14 (8.81%) Retail
3 11 (6.92%) Telecoms
4 10 (6.29%) Games
4 10 (6.29%) Manufacturing
5 9 (5.66%) Law
6 8 (5.03%) Electronics
6 8 (5.03%) Marketing
7 2 (1.26%) Banking
Job Titles
1 83 (52.20%) Developer
2 34 (21.38%) Java Developer
2 34 (21.38%) Software Engineer
3 26 (16.35%) Senior Developer
4 17 (10.69%) Senior Software Engineer
5 15 (9.43%) .NET Developer
5 15 (9.43%) Senior Java Developer
6 13 (8.18%) Architect
7 12 (7.55%) UI Developer
8 11 (6.92%) PHP Developer
9 10 (6.29%) JavaScript Developer
9 10 (6.29%) Senior PHP Developer
10 9 (5.66%) AWS Engineer
10 9 (5.66%) Full Stack Developer
11 8 (5.03%) Senior Software Developer
12 7 (4.40%) Big Data Architect
12 7 (4.40%) Data Architect
12 7 (4.40%) Data Engineer
13 5 (3.14%) .NET Software Developer
13 5 (3.14%) PHP Software Engineer
Libraries, Frameworks & Software Standards
1 46 (28.93%) AngularJS
1 46 (28.93%) HTML
1 46 (28.93%) HTML5
2 31 (19.50%) .NET
3 22 (13.84%) CSS
3 22 (13.84%) React
3 22 (13.84%) Spring
4 21 (13.21%) Node.js
4 21 (13.21%) REST
5 19 (11.95%) Hibernate
6 16 (10.06%) Web Services
7 15 (9.43%) Laravel
8 14 (8.81%) .NET Core
8 14 (8.81%) Kafka
8 14 (8.81%) KnockoutJS
9 13 (8.18%) CSS3
9 13 (8.18%) JPA
10 12 (7.55%) Backbone.js
10 12 (7.55%) Ember.js
11 11 (6.92%) Twitter Bootstrap
Miscellaneous
1 25 (15.72%) Greenfield Project
2 24 (15.09%) Algorithms
3 22 (13.84%) User Experience
4 19 (11.95%) Computer Science
5 16 (10.06%) Analytical Skills
5 16 (10.06%) Data Structures
6 5 (3.14%) EPoS
7 4 (2.52%) Enterprise Software
8 3 (1.89%) Digital Media
9 2 (1.26%) Internet of Things
10 1 (0.63%) SCADA
Operating Systems
1 25 (15.72%) Linux
2 14 (8.81%) Unix
3 7 (4.40%) Windows
4 5 (3.14%) FreeBSD
4 5 (3.14%) Windows Server
Processes & Methodologies
1 85 (53.46%) Agile Software Development
2 81 (50.94%) Software Engineering
3 59 (37.11%) TDD
4 50 (31.45%) OO
5 39 (24.53%) BDD
6 32 (20.13%) Continuous Integration
7 27 (16.98%) MVC
8 23 (14.47%) Decision-Making
9 21 (13.21%) Problem-Solving
9 21 (13.21%) Scrum
10 19 (11.95%) Deployment Automation
10 19 (11.95%) DevOps
11 16 (10.06%) Continuous Deployment
11 16 (10.06%) Microservices
12 15 (9.43%) SDLC
13 14 (8.81%) Mentoring
13 14 (8.81%) UML
14 13 (8.18%) Kanban
14 13 (8.18%) Multithreading
14 13 (8.18%) UX Design
Programming Languages
1 75 (47.17%) Java
2 74 (46.54%) JavaScript
3 68 (42.77%) SQL
4 54 (33.96%) Python
5 51 (32.08%) C#
6 29 (18.24%) PHP
7 19 (11.95%) C++
8 9 (5.66%) Erlang
8 9 (5.66%) ES6
8 9 (5.66%) ES7
9 7 (4.40%) Assembly Language
10 4 (2.52%) Scala
11 3 (1.89%) Java 8
12 2 (1.26%) Ruby
13 1 (0.63%) R
13 1 (0.63%) VB.NET
Qualifications
1 22 (13.84%) Degree
2 14 (8.81%) Computer Science Degree
3 2 (1.26%) SC Cleared
3 2 (1.26%) Security Cleared
Quality Assurance & Compliance
1 12 (7.55%) QA
System Software
1 17 (10.69%) Docker
Systems Management
1 16 (10.06%) Opscode Chef
2 10 (6.29%) Ansible
3 9 (5.66%) Puppet
4 4 (2.52%) Cobbler
Vendors
1 12 (7.55%) Google
2 11 (6.92%) Zend
3 8 (5.03%) SAP
4 7 (4.40%) Microsoft
5 6 (3.77%) Oracle
6 3 (1.89%) Capita
7 1 (0.63%) Twitter