Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 17 October 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > South West
6 months to
17 Oct 2021		 Same period 2020 Same period 2019
Rank 106 103 161
Rank change year-on-year -3 +58 -29
Permanent jobs citing NoSQL 218 94 177
As % of all permanent jobs advertised in the South West 2.93% 2.87% 1.83%
As % of the Database & Business Intelligence category 11.27% 9.79% 6.62%
Number of salaries quoted 189 84 139
10th Percentile £35,000 £34,500 £36,250
25th Percentile £38,750 £39,383 £40,000
Median annual salary (50th Percentile) £50,000 £50,250 £47,500
Median % change year-on-year -0.50% +5.79% -5.00%
75th Percentile £71,250 £58,750 £58,750
90th Percentile £75,000 £68,375 £71,250
England median annual salary £65,000 £60,000 £62,138
% change year-on-year +8.33% -3.44% +8.07%

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 the South West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South West
Permanent vacancies with a requirement for database or business intelligence skills 1,935 960 2,673
As % of all permanent IT jobs advertised in the South West 26.04% 29.34% 27.66%
Number of salaries quoted 1,340 812 2,227
10th Percentile £32,250 £31,986 £27,500
25th Percentile £37,500 £37,500 £33,750
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - +5.88%
75th Percentile £60,000 £55,000 £55,000
90th Percentile £72,500 £67,500 £64,250
England median annual salary £58,500 £55,000 £52,500
% change year-on-year +6.36% +4.76% +5.00%

NoSQL
Job Vacancy Trend in the South West

Job postings citing NoSQL as a proportion of all IT jobs advertised in the South West.

Job vacancy trend for NoSQL in the South West

NoSQL
Salary Trend in the South West

3-month moving average salary quoted in jobs citing NoSQL in the South West.

Salary trend for NoSQL in the South West

NoSQL
Salary Histogram in the South West

Salary distribution for jobs citing NoSQL in the South West over the 6 months to 17 October 2021.

Salary histogram for NoSQL in the South West

NoSQL
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the South West region over the 6 months to 17 October 2021. 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
Bristol -35 97 £55,000 - 16
Dorset +6 62 £51,250 +13.89% 3
Somerset -7 25 £47,500 -5.00% 3
Devon - 14 £37,500 - 1
Gloucestershire -36 13 £50,000 +11.11% 1
Wiltshire -15 4 £65,000 +25.99% 3
Cornwall -22 1 - -
NoSQL
England

For the 6 months to 17 October 2021, 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 South West region with a requirement for NoSQL.

1 146 (66.97%) JavaScript
2 99 (45.41%) MongoDB
3 95 (43.58%) PHP
4 92 (42.20%) Docker
5 88 (40.37%) React
5 88 (40.37%) SQL
6 75 (34.40%) MySQL
7 73 (33.49%) Java
7 73 (33.49%) Agile Software Development
7 73 (33.49%) AWS
8 69 (31.65%) DevOps
9 64 (29.36%) Microservices
9 64 (29.36%) HTML
10 63 (28.90%) Git (software)
11 58 (26.61%) Kubernetes
12 57 (26.15%) CSS
13 53 (24.31%) AngularJS
13 53 (24.31%) Elasticsearch
14 50 (22.94%) Relational Database
14 50 (22.94%) Finance
15 49 (22.48%) RESTful
16 48 (22.02%) Spring
16 48 (22.02%) Python
16 48 (22.02%) REST
16 48 (22.02%) Laravel
17 47 (21.56%) GCP
17 47 (21.56%) Linux
18 46 (21.10%) Full Stack Development
19 43 (19.72%) Software Engineering
19 43 (19.72%) Azure

NoSQL
Co-occurring IT Skills in the South West 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 53 (24.31%) Elasticsearch
2 26 (11.93%) Apache Solr
3 22 (10.09%) WordPress
4 19 (8.72%) CMS
4 19 (8.72%) nginx
5 11 (5.05%) Apache
6 8 (3.67%) Tomcat
7 5 (2.29%) Apache Spark
8 4 (1.83%) Jupyter
9 3 (1.38%) IIS
9 3 (1.38%) JBoss
10 2 (0.92%) Mule
10 2 (0.92%) Mule ESB
10 2 (0.92%) OpenStack
10 2 (0.92%) Red Hat Fuse
11 1 (0.46%) Confluence
11 1 (0.46%) Jetty
11 1 (0.46%) NServiceBus
11 1 (0.46%) WebLogic
Business Applications
1 7 (3.21%) Magento
Cloud Services
1 73 (33.49%) AWS
2 47 (21.56%) GCP
3 43 (19.72%) Azure
4 14 (6.42%) Amazon S3
5 12 (5.50%) Amazon EC2
5 12 (5.50%) Amazon SQS
5 12 (5.50%) Firebase
6 11 (5.05%) Power Platform
7 10 (4.59%) Rackspace Cloud
8 8 (3.67%) Azure Data Factory
8 8 (3.67%) CloudFront
8 8 (3.67%) Virtual Private Cloud
9 7 (3.21%) SaaS
10 6 (2.75%) Azure Cosmos DB
11 4 (1.83%) Amazon Kinesis
11 4 (1.83%) GitHub
11 4 (1.83%) Serverless
12 3 (1.38%) AWS CloudFormation
12 3 (1.38%) AWS Lambda
12 3 (1.38%) Cloud Computing
Communications & Networking
1 3 (1.38%) HTTP
1 3 (1.38%) Internet
2 2 (0.92%) DNS
2 2 (0.92%) SMTP
2 2 (0.92%) TCP/IP
2 2 (0.92%) Wireless
3 1 (0.46%) Bluetooth
3 1 (0.46%) MQTT
3 1 (0.46%) RTP
3 1 (0.46%) Software-Defined Radio
3 1 (0.46%) VoIP
3 1 (0.46%) Wireshark
Database & Business Intelligence
1 99 (45.41%) MongoDB
2 75 (34.40%) MySQL
3 50 (22.94%) Relational Database
4 37 (16.97%) Redis
5 30 (13.76%) SQL Server
6 28 (12.84%) Amazon DynamoDB
7 26 (11.93%) Apache Cassandra
7 26 (11.93%) PostgreSQL
8 23 (10.55%) Couchbase
9 20 (9.17%) CouchDB
10 11 (5.05%) Power BI
11 9 (4.13%) Amazon RDS
12 8 (3.67%) Big Data
13 7 (3.21%) RDBMS
14 6 (2.75%) Hadoop
14 6 (2.75%) MariaDB
15 5 (2.29%) BigQuery
15 5 (2.29%) Data Warehouse
15 5 (2.29%) Metadata
16 3 (1.38%) Tableau
Development Applications
1 63 (28.90%) Git (software)
2 27 (12.39%) Jenkins
3 19 (8.72%) JUnit
4 15 (6.88%) Maven
5 14 (6.42%) Mockito
5 14 (6.42%) PHPUnit
6 12 (5.50%) Gradle
7 8 (3.67%) JIRA
8 5 (2.29%) JMeter
9 2 (0.92%) Atlassian Bamboo
9 2 (0.92%) Bitbucket
9 2 (0.92%) IntelliJ
9 2 (0.92%) Visual Studio
10 1 (0.46%) AutoIt
10 1 (0.46%) gulp
10 1 (0.46%) MSTest
10 1 (0.46%) Robot Framework
10 1 (0.46%) Selenium
10 1 (0.46%) Sikuli
10 1 (0.46%) Visual Studio Team System
General
1 50 (22.94%) Finance
2 37 (16.97%) Social Skills
3 21 (9.63%) Marketing
4 18 (8.26%) Public Sector
5 15 (6.88%) Electronics
6 10 (4.59%) Manufacturing
6 10 (4.59%) Telecoms
7 9 (4.13%) Analytical Skills
7 9 (4.13%) Retail
8 6 (2.75%) Organisational Skills
9 2 (0.92%) Banking
9 2 (0.92%) Games
10 1 (0.46%) Documentation Skills
10 1 (0.46%) Law
10 1 (0.46%) Local Government
Job Titles
1 161 (73.85%) Developer
2 62 (28.44%) PHP Developer
3 47 (21.56%) Java Developer
4 44 (20.18%) Senior Developer
5 28 (12.84%) React Developer
6 23 (10.55%) PHP Laravel Developer
7 22 (10.09%) Software Developer
8 20 (9.17%) Full Stack Developer
8 20 (9.17%) Lead Developer
9 18 (8.26%) Software Engineer
10 17 (7.80%) E-Commerce Developer
11 16 (7.34%) E-Commerce PHP Developer
11 16 (7.34%) Senior Java Developer
12 14 (6.42%) Senior PHP Developer
12 14 (6.42%) Senior Software Developer
13 13 (5.96%) Database Developer
13 13 (5.96%) MySQL Developer
13 13 (5.96%) PHP MySQL Developer
14 12 (5.50%) Backend Developer
15 10 (4.59%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 88 (40.37%) React
2 64 (29.36%) HTML
3 57 (26.15%) CSS
4 53 (24.31%) AngularJS
5 49 (22.48%) RESTful
6 48 (22.02%) Laravel
6 48 (22.02%) REST
6 48 (22.02%) Spring
7 42 (19.27%) Node.js
8 40 (18.35%) Symfony
9 32 (14.68%) Vue.js
10 29 (13.30%) RabbitMQ
11 28 (12.84%) XML
12 27 (12.39%) jQuery
13 25 (11.47%) JSON
14 22 (10.09%) Kafka
15 21 (9.63%) Hibernate
16 20 (9.17%) Web Services
17 18 (8.26%) SOAP
18 16 (7.34%) .NET
Miscellaneous
1 15 (6.88%) Algorithms
1 15 (6.88%) Data Structures
2 12 (5.50%) Mobile App
2 12 (5.50%) User Experience
3 6 (2.75%) Analytical Mindset
4 4 (1.83%) Greenfield Project
5 3 (1.38%) Enterprise Software
6 2 (0.92%) Self-Motivation
7 1 (0.46%) Client/Server
7 1 (0.46%) Cloud Native
7 1 (0.46%) Internet of Things
7 1 (0.46%) PKI
Operating Systems
1 47 (21.56%) Linux
2 13 (5.96%) Android
2 13 (5.96%) Apple iOS
3 9 (4.13%) Ubuntu
4 8 (3.67%) Windows
5 6 (2.75%) CentOS
5 6 (2.75%) Unix
6 3 (1.38%) AIX
6 3 (1.38%) HPUX
6 3 (1.38%) Red Hat Enterprise Linux
7 1 (0.46%) Debian
7 1 (0.46%) Mac OS X
Processes & Methodologies
1 73 (33.49%) Agile Software Development
2 69 (31.65%) DevOps
3 64 (29.36%) Microservices
4 46 (21.10%) Full Stack Development
5 43 (19.72%) Software Engineering
6 39 (17.89%) MVC
7 36 (16.51%) E-Commerce
8 35 (16.06%) Problem-Solving
9 31 (14.22%) Scrum
10 30 (13.76%) OO
11 29 (13.30%) Time Management
12 27 (12.39%) Business Intelligence
13 25 (11.47%) Technical Leadership
14 21 (9.63%) Data Science
15 18 (8.26%) API Integration
15 18 (8.26%) TDD
16 17 (7.80%) Machine Learning
16 17 (7.80%) Mentoring
16 17 (7.80%) Test Automation
17 16 (7.34%) Open Source
Programming Languages
1 146 (66.97%) JavaScript
2 95 (43.58%) PHP
3 88 (40.37%) SQL
4 73 (33.49%) Java
5 48 (22.02%) Python
6 33 (15.14%) C#
7 24 (11.01%) TypeScript
8 20 (9.17%) Java 8
9 19 (8.72%) Go
10 13 (5.96%) C++
11 12 (5.50%) Kotlin
12 11 (5.05%) C
13 6 (2.75%) R
14 5 (2.29%) Bash Shell
14 5 (2.29%) ES6
14 5 (2.29%) Shell Script
15 4 (1.83%) T-SQL
16 3 (1.38%) ANSI C
17 2 (0.92%) Dart
17 2 (0.92%) Data Analysis Expressions (DAX)
Qualifications
1 24 (11.01%) Degree
2 18 (8.26%) Security Cleared
3 16 (7.34%) SC Cleared
4 7 (3.21%) Computer Science Degree
5 4 (1.83%) Master's Degree
6 3 (1.38%) DV Cleared
Quality Assurance & Compliance
1 9 (4.13%) QA
2 2 (0.92%) DICOM
System Software
1 92 (42.20%) Docker
2 1 (0.46%) Firmware
Systems Management
1 58 (26.61%) Kubernetes
2 6 (2.75%) Kibana
3 5 (2.29%) logstash
4 4 (1.83%) Ansible
4 4 (1.83%) Terraform
5 3 (1.38%) Opscode Chef
Vendors
1 34 (15.60%) Google
2 26 (11.93%) Oracle
3 13 (5.96%) Microsoft
4 12 (5.50%) Rackspace
5 10 (4.59%) SAP
6 7 (3.21%) WooCommerce
7 4 (1.83%) Atlassian
8 3 (1.38%) HP
8 3 (1.38%) IBM
9 2 (0.92%) Brio
10 1 (0.46%) Apple
10 1 (0.46%) BT
10 1 (0.46%) Cadence
10 1 (0.46%) Mapbox
10 1 (0.46%) Spotify
10 1 (0.46%) VMware