Period
to 22 October 2020

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 22 October 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > South West
6 months to
22 Oct 2020
Same period 2019 Same period 2018
Rank 105 158 137
Rank change year-on-year +53 -21 -60
Permanent jobs citing NoSQL 97 176 238
As % of all permanent jobs advertised in the South West 2.89% 1.82% 2.31%
As % of the Database & Business Intelligence category 9.95% 6.70% 7.94%
Number of salaries quoted 107 185 243
Median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £36,250 £36,250 £35,000
90th Percentile £67,500 £68,750 £70,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 975 2,628 2,999
As % of all permanent IT jobs advertised in the South West 29.07% 27.22% 29.13%
Number of salaries quoted 833 2,187 2,617
Median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £31,989 £28,000 £27,500
90th Percentile £67,500 £63,826 £65,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +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 22 October 2020.

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 22 October 2020. 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 +53 25 £55,000 +37.50% 6
Dorset +58 24 £45,000 -5.26% 8
Somerset +24 19 £48,750 +2.63% 1
Wiltshire +52 18 £51,593 -16.97% 1
Gloucestershire +38 10 £45,000 -5.26% 3
Cornwall +8 1 £50,000 +5.26%
NoSQL
England

For the 6 months to 22 October 2020, 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 58 (59.79%) MongoDB
2 50 (51.55%) JavaScript
3 47 (48.45%) Agile Software Development
4 40 (41.24%) HTML
5 39 (40.21%) CSS
6 37 (38.14%) SQL
6 37 (38.14%) Git (software)
7 34 (35.05%) MySQL
8 33 (34.02%) SQL Server
8 33 (34.02%) DevOps
9 32 (32.99%) Docker
10 31 (31.96%) Python
10 31 (31.96%) Azure
11 30 (30.93%) MVC
12 29 (29.90%) Microservices
13 28 (28.87%) Scrum
13 28 (28.87%) Java
13 28 (28.87%) AWS
14 27 (27.84%) C#
15 25 (25.77%) .NET
15 25 (25.77%) Kubernetes
16 24 (24.74%) Continuous Integration
17 23 (23.71%) Finance
18 22 (22.68%) PHP
18 22 (22.68%) Linux
18 22 (22.68%) ASP.NET
19 21 (21.65%) TDD
19 21 (21.65%) Test Automation
20 20 (20.62%) TypeScript
21 19 (19.59%) .NET Core

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 16 (16.49%) NServiceBus
2 7 (7.22%) Apache Solr
2 7 (7.22%) Elasticsearch
2 7 (7.22%) nginx
3 6 (6.19%) Confluence
4 3 (3.09%) Apache Spark
4 3 (3.09%) Mule
4 3 (3.09%) Mule ESB
4 3 (3.09%) Red Hat Fuse
5 2 (2.06%) Apache
5 2 (2.06%) JBoss
5 2 (2.06%) Tomcat
6 1 (1.03%) Jupyter
Applications
1 2 (2.06%) Microsoft Excel
2 1 (1.03%) Microsoft Office
Cloud Services
1 31 (31.96%) Azure
2 28 (28.87%) AWS
3 10 (10.31%) Amazon EC2
4 9 (9.28%) OpenShift
5 8 (8.25%) Amazon S3
5 8 (8.25%) AWS Elastic Beanstalk
6 7 (7.22%) Amazon ElastiCache
6 7 (7.22%) AWS Fargate
6 7 (7.22%) AWS Lambda
6 7 (7.22%) Route 53
6 7 (7.22%) Serverless
6 7 (7.22%) Virtual Private Cloud
7 4 (4.12%) Power Platform
7 4 (4.12%) SaaS
8 3 (3.09%) PaaS
9 2 (2.06%) Amazon ECS
9 2 (2.06%) Cloud Computing
9 2 (2.06%) GCP
9 2 (2.06%) IaaS
9 2 (2.06%) Power Automate
Communications & Networking
1 7 (7.22%) VPN
2 2 (2.06%) Kerberos
3 1 (1.03%) Asterisk PBX
3 1 (1.03%) DSL
3 1 (1.03%) Internet
3 1 (1.03%) SSL
3 1 (1.03%) VoIP
3 1 (1.03%) Wi-Fi
Database & Business Intelligence
1 58 (59.79%) MongoDB
2 34 (35.05%) MySQL
3 33 (34.02%) SQL Server
4 14 (14.43%) PostgreSQL
5 11 (11.34%) Apache Cassandra
6 10 (10.31%) Amazon DynamoDB
7 7 (7.22%) Amazon RDS
7 7 (7.22%) Couchbase
7 7 (7.22%) Redis
7 7 (7.22%) Relational Database
8 6 (6.19%) Data Warehouse
9 4 (4.12%) Power BI
10 3 (3.09%) ArangoDB
10 3 (3.09%) Big Data
10 3 (3.09%) Hadoop
10 3 (3.09%) RDBMS
11 2 (2.06%) Cosmos DB
11 2 (2.06%) DataStax
11 2 (2.06%) DB2
11 2 (2.06%) Tableau
Development Applications
1 37 (38.14%) Git (software)
2 17 (17.53%) Selenium
3 9 (9.28%) Jenkins
4 8 (8.25%) JIRA
4 8 (8.25%) Visual Studio
5 7 (7.22%) JUnit
5 7 (7.22%) Vagrant
6 6 (6.19%) Artifactory
6 6 (6.19%) Bitbucket Server
6 6 (6.19%) IntelliJ
6 6 (6.19%) Maven
6 6 (6.19%) SonarQube
6 6 (6.19%) Sonatype Nexus
6 6 (6.19%) Visual Studio Team System
7 4 (4.12%) Cucumber
8 3 (3.09%) Android Studio
8 3 (3.09%) Moq
8 3 (3.09%) NUnit
8 3 (3.09%) Subversion
8 3 (3.09%) Xcode
General
1 23 (23.71%) Finance
2 11 (11.34%) Retail
3 5 (5.15%) Manufacturing
4 3 (3.09%) Electronics
4 3 (3.09%) Marketing
4 3 (3.09%) Public Sector
4 3 (3.09%) Telecoms
5 2 (2.06%) Banking
5 2 (2.06%) Local Government
6 1 (1.03%) Aerospace
6 1 (1.03%) Financial Institution
Job Titles
1 65 (67.01%) Developer
2 13 (13.40%) DevOps Engineer
3 12 (12.37%) Java Developer
4 11 (11.34%) Senior Developer
5 10 (10.31%) .NET Developer
5 10 (10.31%) PHP Developer
6 9 (9.28%) Full Stack Developer
7 6 (6.19%) Data Engineer
7 6 (6.19%) E-Commerce Developer
8 5 (5.15%) Front End Developer (Client-Side Developer)
8 5 (5.15%) Senior .NET Developer
9 4 (4.12%) AWS DevOps
9 4 (4.12%) AWS DevOps Engineer
9 4 (4.12%) AWS Engineer
9 4 (4.12%) Lead Developer
9 4 (4.12%) Software Developer
10 3 (3.09%) React Developer
10 3 (3.09%) SC Cleared Java Developer
10 3 (3.09%) Senior Delivery Manager
10 3 (3.09%) Senior DevOps
Libraries, Frameworks & Software Standards
1 40 (41.24%) HTML
2 39 (40.21%) CSS
3 25 (25.77%) .NET
4 22 (22.68%) ASP.NET
5 19 (19.59%) .NET Core
5 19 (19.59%) ASP.NET MVC
5 19 (19.59%) jQuery
6 18 (18.56%) .NET Framework
7 16 (16.49%) ASP.NET Core
7 16 (16.49%) HTML5
7 16 (16.49%) Vue.js
8 15 (15.46%) AngularJS
8 15 (15.46%) ASP.NET MVC 4
8 15 (15.46%) Node.js
9 12 (12.37%) RabbitMQ
10 10 (10.31%) JSON
10 10 (10.31%) RESTful
11 9 (9.28%) React
11 9 (9.28%) REST
12 8 (8.25%) Spring
Miscellaneous
1 7 (7.22%) Algorithms
2 6 (6.19%) Analytical Skills
3 5 (5.15%) Mobile App
4 3 (3.09%) Greenfield Project
5 2 (2.06%) Cyberthreat
5 2 (2.06%) Management Information System
5 2 (2.06%) User Experience
6 1 (1.03%) Cloud Native
6 1 (1.03%) Cybercrime
6 1 (1.03%) Linux Command Line
6 1 (1.03%) Media Streaming
6 1 (1.03%) NHS
6 1 (1.03%) Self-Motivation
Operating Systems
1 22 (22.68%) Linux
2 8 (8.25%) Red Hat Enterprise Linux
3 7 (7.22%) CoreOS
4 6 (6.19%) CentOS
4 6 (6.19%) Unix
5 3 (3.09%) Android
5 3 (3.09%) Apple iOS
6 1 (1.03%) Mac OS X
Processes & Methodologies
1 47 (48.45%) Agile Software Development
2 33 (34.02%) DevOps
3 30 (30.93%) MVC
4 29 (29.90%) Microservices
5 28 (28.87%) Scrum
6 24 (24.74%) Continuous Integration
7 21 (21.65%) TDD
7 21 (21.65%) Test Automation
8 17 (17.53%) E-Commerce
9 14 (14.43%) Fintech
10 12 (12.37%) Cybersecurity
10 12 (12.37%) Mentoring
10 12 (12.37%) Open Source
11 11 (11.34%) Coaching
11 11 (11.34%) Problem-Solving
11 11 (11.34%) Web Development
12 10 (10.31%) Case Management
12 10 (10.31%) Infrastructure as Code
12 10 (10.31%) Software Engineering
12 10 (10.31%) Time Management
Programming Languages
1 50 (51.55%) JavaScript
2 37 (38.14%) SQL
3 31 (31.96%) Python
4 28 (28.87%) Java
5 27 (27.84%) C#
6 22 (22.68%) PHP
7 20 (20.62%) TypeScript
8 11 (11.34%) Bash Shell
9 7 (7.22%) PL/SQL
9 7 (7.22%) Ruby
10 5 (5.15%) Java 8
10 5 (5.15%) R
11 4 (4.12%) Shell Script
12 3 (3.09%) C
12 3 (3.09%) Groovy
12 3 (3.09%) Objective-C
12 3 (3.09%) PowerShell
13 2 (2.06%) C++
13 2 (2.06%) Go
14 1 (1.03%) Scala
Qualifications
1 11 (11.34%) Degree
2 8 (8.25%) Computer Science Degree
3 7 (7.22%) SC Cleared
3 7 (7.22%) Security Cleared
4 5 (5.15%) DV Cleared
5 1 (1.03%) ISEB
5 1 (1.03%) ISTQB
5 1 (1.03%) ISTQB Foundation Certification
5 1 (1.03%) ITIL Foundation Certificate
5 1 (1.03%) Microsoft Certification
Quality Assurance & Compliance
1 2 (2.06%) GDPR
2 1 (1.03%) HL7
2 1 (1.03%) QA
System Software
1 32 (32.99%) Docker
2 7 (7.22%) GlusterFS
2 7 (7.22%) VirtualBox
3 1 (1.03%) FreeRADIUS
Systems Management
1 25 (25.77%) Kubernetes
2 13 (13.40%) Ansible
3 12 (12.37%) Terraform
4 6 (6.19%) Nagios
5 4 (4.12%) MIIS
6 2 (2.06%) Docker Swarm
6 2 (2.06%) Opscode Chef
6 2 (2.06%) Puppet
7 1 (1.03%) Grafana
7 1 (1.03%) Prometheus
7 1 (1.03%) Rancher
7 1 (1.03%) ZABBIX
Vendors
1 10 (10.31%) Cadence
2 9 (9.28%) Oracle
2 9 (9.28%) Red Hat
3 8 (8.25%) Splunk
4 6 (6.19%) AppDynamics
4 6 (6.19%) New Relic
5 5 (5.15%) Microsoft
6 3 (3.09%) Google
6 3 (3.09%) SAP
7 1 (1.03%) Apple
7 1 (1.03%) CA