Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
South West > Bristol
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 62 76 104
Rank change year-on-year +14 +28 +28
Permanent jobs citing NoSQL 192 152 97
As % of all permanent IT jobs advertised in Bristol 4.90% 4.01% 2.77%
As % of the Database & Business Intelligence category 15.70% 13.96% 9.31%
Number of salaries quoted 182 144 92
Bristol median annual salary £47,500 £53,750 £45,000
Median salary % change year-on-year -11.63% +19.44% -5.26%
10th Percentile £38,750 £33,550 £24,000
90th Percentile £70,875 £70,000 £79,525
South West median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

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 1,223 1,089 1,042
As % of all permanent IT jobs advertised in Bristol 31.19% 28.75% 29.75%
Number of salaries quoted 1,093 977 905
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 £26,250
90th Percentile £65,000 £67,500 £60,000
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 16 July 2018.

Salary histogram for NoSQL in Bristol

For the 6 months to 16 July 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.

1 108 (56.25%) Agile Software Development
2 107 (55.73%) Software Engineering
3 105 (54.69%) Java
4 84 (43.75%) SQL
5 80 (41.67%) JavaScript
6 72 (37.50%) MongoDB
7 70 (36.46%) TDD
8 65 (33.85%) Python
9 63 (32.81%) OO
10 60 (31.25%) C#
11 59 (30.73%) Git (software)
12 56 (29.17%) HTML
13 55 (28.65%) HTML5
14 53 (27.60%) BDD
15 49 (25.52%) AngularJS
16 47 (24.48%) Amazon AWS
17 42 (21.88%) .NET
18 41 (21.35%) Continuous Integration
19 37 (19.27%) Spring
19 37 (19.27%) Apache
20 34 (17.71%) Finance
20 34 (17.71%) Redis
21 32 (16.67%) REST
21 32 (16.67%) MVC
22 31 (16.15%) Tomcat
22 31 (16.15%) Hadoop
23 30 (15.63%) Degree
23 30 (15.63%) Linux
24 29 (15.10%) Problem-Solving
25 28 (14.58%) Greenfield Project

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 37 (19.27%) Apache
2 31 (16.15%) Tomcat
3 19 (9.90%) JBoss
4 17 (8.85%) Jetty
4 17 (8.85%) WebLogic
5 13 (6.77%) Elasticsearch
5 13 (6.77%) nginx
6 6 (3.13%) Apache Spark
7 5 (2.60%) Apache Solr
8 2 (1.04%) Alfresco
8 2 (1.04%) Confluence
8 2 (1.04%) GeoServer
8 2 (1.04%) Joomla!
8 2 (1.04%) Umbraco
9 1 (0.52%) Apache Pig
Applications
1 2 (1.04%) Chatbot
Cloud Services
1 47 (24.48%) Amazon AWS
2 27 (14.06%) Microsoft Azure
3 21 (10.94%) Amazon Kinesis
4 17 (8.85%) Amazon S3
5 16 (8.33%) Amazon EC2
6 11 (5.73%) Cloud Computing
7 9 (4.69%) Google Cloud Platform
8 8 (4.17%) SaaS
9 7 (3.65%) IaaS
9 7 (3.65%) PaaS
10 6 (3.13%) AWS Lambda
10 6 (3.13%) Serverless
11 2 (1.04%) Slack
12 1 (0.52%) Azure Machine Learning
Communications & Networking
1 11 (5.73%) HTTP
2 10 (5.21%) SMS
3 5 (2.60%) Extranet
3 5 (2.60%) MQTT
4 4 (2.08%) Internet
5 2 (1.04%) SSL
Database & Business Intelligence
1 72 (37.50%) MongoDB
2 34 (17.71%) Redis
3 31 (16.15%) Hadoop
4 27 (14.06%) MySQL
4 27 (14.06%) PostgreSQL
5 26 (13.54%) Big Data
6 21 (10.94%) Amazon Redshift
6 21 (10.94%) Couchbase
6 21 (10.94%) Relational Database
6 21 (10.94%) SQL Server
7 18 (9.38%) RDBMS
7 18 (9.38%) Riak
8 16 (8.33%) Amazon DynamoDB
9 14 (7.29%) Apache Cassandra
10 11 (5.73%) Neo4j
11 9 (4.69%) CouchDB
12 6 (3.13%) Amazon RDS
13 5 (2.60%) MarkLogic
14 2 (1.04%) SQL Server 2016
15 1 (0.52%) Power BI
Development Applications
1 59 (30.73%) Git (software)
2 20 (10.42%) Cucumber
2 20 (10.42%) Mercurial
2 20 (10.42%) Subversion
3 19 (9.90%) Jenkins
4 18 (9.38%) Selenium
5 17 (8.85%) JUnit
6 14 (7.29%) PHPUnit
7 10 (5.21%) Octopus Deploy
7 10 (5.21%) TeamCity
7 10 (5.21%) Visual Studio
8 9 (4.69%) Bitbucket
8 9 (4.69%) JIRA
9 4 (2.08%) FitNesse
9 4 (2.08%) Vagrant
10 3 (1.56%) Maven
11 2 (1.04%) Atlassian Bamboo
11 2 (1.04%) Mockito
11 2 (1.04%) MSBuild
11 2 (1.04%) Team Foundation Server
General
1 34 (17.71%) Finance
2 15 (7.81%) Retail
2 15 (7.81%) Telecoms
3 13 (6.77%) Law
3 13 (6.77%) Manufacturing
4 11 (5.73%) Electronics
4 11 (5.73%) Games
4 11 (5.73%) Marketing
5 8 (4.17%) Banking
6 2 (1.04%) Advertising
7 1 (0.52%) Legal
Job Titles
1 113 (58.85%) Developer
2 61 (31.77%) Java Developer
3 39 (20.31%) Software Engineer
4 38 (19.79%) Senior Developer
5 25 (13.02%) Senior Java Developer
6 21 (10.94%) .NET Developer
7 19 (9.90%) Senior Software Engineer
8 12 (6.25%) AWS Engineer
9 11 (5.73%) UI Developer
10 10 (5.21%) Architect
10 10 (5.21%) PHP Developer
11 9 (4.69%) Senior PHP Developer
12 8 (4.17%) .NET Software Developer
12 8 (4.17%) .NET Software Engineer
12 8 (4.17%) C# Software Engineer
12 8 (4.17%) Software Developer
13 7 (3.65%) Senior Software Developer
14 6 (3.13%) AWS Software Engineer
14 6 (3.13%) Data Scientist
14 6 (3.13%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 56 (29.17%) HTML
2 55 (28.65%) HTML5
3 49 (25.52%) AngularJS
4 42 (21.88%) .NET
5 37 (19.27%) Spring
6 32 (16.67%) REST
7 25 (13.02%) CSS
8 23 (11.98%) Hibernate
8 23 (11.98%) React
9 21 (10.94%) .NET Core
10 20 (10.42%) Kafka
11 19 (9.90%) Web Services
12 18 (9.38%) ASP.NET Web API
12 18 (9.38%) Node.js
13 17 (8.85%) JPA
14 16 (8.33%) RESTful
15 15 (7.81%) ASP.NET
16 14 (7.29%) Laravel
17 13 (6.77%) CSS3
17 13 (6.77%) KnockoutJS
Miscellaneous
1 28 (14.58%) Greenfield Project
2 27 (14.06%) Algorithms
3 20 (10.42%) Computer Science
4 19 (9.90%) Data Structures
4 19 (9.90%) User Experience
5 13 (6.77%) Analytical Skills
6 5 (2.60%) Enterprise Software
6 5 (2.60%) EPoS
7 4 (2.08%) Clustering
7 4 (2.08%) Data Centre
7 4 (2.08%) Digital Media
7 4 (2.08%) Replication
8 2 (1.04%) Internet of Things
8 2 (1.04%) RIA
8 2 (1.04%) Self-Motivation
9 1 (0.52%) e-Learning
9 1 (0.52%) Fintech
9 1 (0.52%) Wiki
Operating Systems
1 30 (15.63%) Linux
2 10 (5.21%) Unix
3 7 (3.65%) Windows
4 5 (2.60%) Windows Server
5 4 (2.08%) Ubuntu
Processes & Methodologies
1 108 (56.25%) Agile Software Development
2 107 (55.73%) Software Engineering
3 70 (36.46%) TDD
4 63 (32.81%) OO
5 53 (27.60%) BDD
6 41 (21.35%) Continuous Integration
7 32 (16.67%) MVC
8 29 (15.10%) Problem-Solving
9 25 (13.02%) Scrum
10 23 (11.98%) Decision-Making
10 23 (11.98%) Kanban
11 22 (11.46%) SDLC
12 21 (10.94%) DevOps
13 20 (10.42%) Concurrent Programming
13 20 (10.42%) Machine Learning
13 20 (10.42%) Multithreading
14 18 (9.38%) Continuous Deployment
14 18 (9.38%) UML
15 17 (8.85%) Data Science
15 17 (8.85%) Open Source
Programming Languages
1 105 (54.69%) Java
2 84 (43.75%) SQL
3 80 (41.67%) JavaScript
4 65 (33.85%) Python
5 60 (31.25%) C#
6 28 (14.58%) PHP
7 19 (9.90%) C++
8 11 (5.73%) Ruby
9 10 (5.21%) Erlang
10 7 (3.65%) Assembly Language
11 6 (3.13%) Scala
12 5 (2.60%) ES6
12 5 (2.60%) ES7
12 5 (2.60%) R
13 4 (2.08%) Java 8
14 3 (1.56%) C
15 1 (0.52%) Groovy
15 1 (0.52%) MATLAB
15 1 (0.52%) Perl
15 1 (0.52%) VBA
Qualifications
1 30 (15.63%) Degree
2 15 (7.81%) Computer Science Degree
3 5 (2.60%) Security Cleared
4 3 (1.56%) PhD
5 2 (1.04%) SC Cleared
Quality Assurance & Compliance
1 17 (8.85%) QA
2 1 (0.52%) ISO 9001
System Software
1 22 (11.46%) Docker
Systems Management
1 14 (7.29%) Opscode Chef
2 5 (2.60%) Ansible
3 4 (2.08%) Cobbler
3 4 (2.08%) Grafana
3 4 (2.08%) Puppet
3 4 (2.08%) ZABBIX
Vendors
1 12 (6.25%) Google
2 11 (5.73%) Microsoft
2 11 (5.73%) SAP
3 10 (5.21%) Zend
4 8 (4.17%) Oracle
5 4 (2.08%) HP
5 4 (2.08%) Percona
5 4 (2.08%) SolarWinds
6 3 (1.56%) Capita
7 1 (0.52%) Coverity
7 1 (0.52%) Twitter