Period
to 10 August 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 10 August 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > South West
6 months to
10 Aug 2020
Same period 2019 Same period 2018
Rank 139 153 104
Rank change year-on-year +14 -49 -23
Permanent jobs citing NoSQL 86 204 313
As % of all permanent jobs advertised in the South West 1.98% 2.02% 2.95%
As % of the Database & Business Intelligence category 7.04% 6.96% 9.83%
Number of salaries quoted 90 209 324
Median annual salary £51,593 £47,500 £47,500
Median salary % change year-on-year +8.62% - +5.56%
10th Percentile £36,125 £34,900 £35,000
90th Percentile £68,875 £76,750 £67,125
England median annual salary £65,000 £62,500 £55,000
% change year-on-year +4.00% +13.64% -

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 1,222 2,932 3,184
As % of all permanent IT jobs advertised in the South West 28.16% 28.97% 30.03%
Number of salaries quoted 1,021 2,395 2,743
Median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £70,000 £66,250 £63,750
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 10 August 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 10 August 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 +52 22 £55,000 +37.50% 4
Wiltshire +45 20 £51,593 -16.97% 1
Somerset +5 16 £51,250 +13.89% 3
Dorset +10 15 £42,500 -19.05% 7
Gloucestershire +38 12 £55,000 +4.76% 4
Cornwall - 1 £50,000 -
NoSQL
England

For the 6 months to 10 August 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 53 (61.63%) MongoDB
2 52 (60.47%) Agile Software Development
3 50 (58.14%) JavaScript
4 40 (46.51%) HTML
5 36 (41.86%) DevOps
6 35 (40.70%) SQL
6 35 (40.70%) CSS
7 34 (39.53%) Java
8 33 (38.37%) SQL Server
9 31 (36.05%) Git (software)
10 30 (34.88%) Docker
10 30 (34.88%) MySQL
11 29 (33.72%) MVC
11 29 (33.72%) Scrum
12 28 (32.56%) C#
12 28 (32.56%) Microservices
13 26 (30.23%) Continuous Integration
13 26 (30.23%) .NET
14 25 (29.07%) Python
14 25 (29.07%) Azure
15 23 (26.74%) AWS
16 22 (25.58%) Kubernetes
17 21 (24.42%) Test Automation
17 21 (24.42%) ASP.NET
18 20 (23.26%) TDD
18 20 (23.26%) TypeScript
19 19 (22.09%) Linux
19 19 (22.09%) PHP
19 19 (22.09%) .NET Core
20 18 (20.93%) Software Engineering

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 14 (16.28%) NServiceBus
2 10 (11.63%) Confluence
3 8 (9.30%) Apache Solr
3 8 (9.30%) nginx
4 4 (4.65%) Elasticsearch
5 3 (3.49%) OpenStack
6 2 (2.33%) Apache
6 2 (2.33%) Apache Spark
Cloud Services
1 25 (29.07%) Azure
2 23 (26.74%) AWS
3 11 (12.79%) OpenShift
4 10 (11.63%) Amazon S3
4 10 (11.63%) AWS Elastic Beanstalk
4 10 (11.63%) Serverless
5 9 (10.47%) Amazon EC2
5 9 (10.47%) Amazon ElastiCache
5 9 (10.47%) AWS Lambda
5 9 (10.47%) Route 53
5 9 (10.47%) Virtual Private Cloud
6 7 (8.14%) AWS Fargate
7 5 (5.81%) GCP
8 3 (3.49%) SaaS
9 2 (2.33%) Amazon ECS
9 2 (2.33%) Cloud Computing
9 2 (2.33%) PaaS
9 2 (2.33%) Power Automate
9 2 (2.33%) Power Platform
10 1 (1.16%) IaaS
Communications & Networking
1 7 (8.14%) VPN
2 4 (4.65%) Internet
3 3 (3.49%) SSL
4 2 (2.33%) HTTP
4 2 (2.33%) Kerberos
4 2 (2.33%) TCP/IP
5 1 (1.16%) Asterisk PBX
5 1 (1.16%) DSL
5 1 (1.16%) VoIP
5 1 (1.16%) Wi-Fi
Database & Business Intelligence
1 53 (61.63%) MongoDB
2 33 (38.37%) SQL Server
3 30 (34.88%) MySQL
4 16 (18.60%) PostgreSQL
5 12 (13.95%) Apache Cassandra
6 9 (10.47%) Amazon DynamoDB
6 9 (10.47%) Amazon RDS
7 8 (9.30%) Couchbase
7 8 (9.30%) Redis
8 7 (8.14%) Relational Database
9 3 (3.49%) RDBMS
10 2 (2.33%) ArangoDB
10 2 (2.33%) Big Data
10 2 (2.33%) Cosmos DB
10 2 (2.33%) DataStax
10 2 (2.33%) Hadoop
10 2 (2.33%) Power BI
11 1 (1.16%) DB2
11 1 (1.16%) Neo4j
Development Applications
1 31 (36.05%) Git (software)
2 16 (18.60%) Jenkins
2 16 (18.60%) Selenium
3 10 (11.63%) JIRA
4 9 (10.47%) Vagrant
4 9 (10.47%) Visual Studio
5 8 (9.30%) Artifactory
5 8 (9.30%) Bitbucket Server
5 8 (9.30%) SonarQube
5 8 (9.30%) Sonatype Nexus
6 6 (6.98%) Visual Studio Team System
7 5 (5.81%) Atlassian Bamboo
7 5 (5.81%) Maven
8 4 (4.65%) JUnit
8 4 (4.65%) Moq
8 4 (4.65%) NUnit
9 3 (3.49%) Android Studio
9 3 (3.49%) Subversion
9 3 (3.49%) Xcode
10 2 (2.33%) Eclipse
General
1 13 (15.12%) Finance
2 11 (12.79%) Retail
3 2 (2.33%) Legal
3 2 (2.33%) Manufacturing
4 1 (1.16%) Banking
4 1 (1.16%) Local Government
Job Titles
1 52 (60.47%) Developer
2 16 (18.60%) DevOps Engineer
3 11 (12.79%) .NET Developer
4 10 (11.63%) Full Stack Developer
5 9 (10.47%) Java Developer
5 9 (10.47%) Senior Developer
6 8 (9.30%) PHP Developer
7 7 (8.14%) Software Engineer
8 5 (5.81%) Lead Developer
8 5 (5.81%) Senior .NET Developer
8 5 (5.81%) Software Developer
9 4 (4.65%) AWS DevOps
9 4 (4.65%) AWS DevOps Engineer
9 4 (4.65%) AWS Engineer
9 4 (4.65%) Java Engineer
9 4 (4.65%) Java Software Engineer
10 3 (3.49%) Digital Delivery Manager
10 3 (3.49%) E-Commerce Developer
10 3 (3.49%) Senior Delivery Manager
10 3 (3.49%) Senior DevOps
Libraries, Frameworks & Software Standards
1 40 (46.51%) HTML
2 35 (40.70%) CSS
3 26 (30.23%) .NET
4 21 (24.42%) ASP.NET
5 19 (22.09%) .NET Core
6 18 (20.93%) .NET Framework
6 18 (20.93%) ASP.NET MVC
7 17 (19.77%) jQuery
8 16 (18.60%) RabbitMQ
8 16 (18.60%) Vue.js
9 15 (17.44%) ASP.NET Core
10 14 (16.28%) AngularJS
10 14 (16.28%) HTML5
11 13 (15.12%) ASP.NET MVC 4
11 13 (15.12%) Node.js
12 10 (11.63%) RESTful
12 10 (11.63%) Web Services
13 9 (10.47%) React
14 8 (9.30%) Spring
15 7 (8.14%) REST
Miscellaneous
1 5 (5.81%) Mobile App
2 4 (4.65%) Analytical Skills
3 3 (3.49%) Management Information System
4 2 (2.33%) Algorithms
4 2 (2.33%) CESG
4 2 (2.33%) Cyberthreat
4 2 (2.33%) Greenfield Project
4 2 (2.33%) Public Cloud
4 2 (2.33%) User Experience
5 1 (1.16%) Cloud Native
5 1 (1.16%) Data Centre
5 1 (1.16%) Linux Command Line
5 1 (1.16%) NHS
Operating Systems
1 19 (22.09%) Linux
2 9 (10.47%) CoreOS
3 8 (9.30%) CentOS
3 8 (9.30%) Red Hat Enterprise Linux
4 6 (6.98%) Windows
5 3 (3.49%) Android
5 3 (3.49%) Apple iOS
5 3 (3.49%) Debian
5 3 (3.49%) Ubuntu
6 2 (2.33%) Unix
7 1 (1.16%) Mac OS X
Processes & Methodologies
1 52 (60.47%) Agile Software Development
2 36 (41.86%) DevOps
3 29 (33.72%) MVC
3 29 (33.72%) Scrum
4 28 (32.56%) Microservices
5 26 (30.23%) Continuous Integration
6 21 (24.42%) Test Automation
7 20 (23.26%) TDD
8 18 (20.93%) Software Engineering
9 14 (16.28%) E-Commerce
10 12 (13.95%) Fintech
10 12 (13.95%) Infrastructure as Code
10 12 (13.95%) Open Source
11 10 (11.63%) BDD
11 10 (11.63%) Case Management
11 10 (11.63%) Configuration Management
11 10 (11.63%) Mentoring
11 10 (11.63%) Problem-Solving
12 9 (10.47%) Coaching
12 9 (10.47%) Computer Science
Programming Languages
1 50 (58.14%) JavaScript
2 35 (40.70%) SQL
3 34 (39.53%) Java
4 28 (32.56%) C#
5 25 (29.07%) Python
6 20 (23.26%) TypeScript
7 19 (22.09%) PHP
8 12 (13.95%) Bash Shell
8 12 (13.95%) Ruby
9 9 (10.47%) PL/SQL
10 5 (5.81%) C
10 5 (5.81%) Go
10 5 (5.81%) Groovy
10 5 (5.81%) Java 8
10 5 (5.81%) PowerShell
11 4 (4.65%) C++
12 3 (3.49%) Objective-C
13 2 (2.33%) VB
14 1 (1.16%) Scala
Qualifications
1 12 (13.95%) Degree
2 11 (12.79%) DV Cleared
2 11 (12.79%) Security Cleared
3 8 (9.30%) Computer Science Degree
4 7 (8.14%) SC Cleared
5 3 (3.49%) ISTQB
6 2 (2.33%) CESG Certified Professional
7 1 (1.16%) ISEB
7 1 (1.16%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 2 (2.33%) GDPR
2 1 (1.16%) HL7
System Software
1 30 (34.88%) Docker
2 9 (10.47%) GlusterFS
2 9 (10.47%) VirtualBox
3 1 (1.16%) FreeRADIUS
Systems Management
1 22 (25.58%) Kubernetes
2 17 (19.77%) Terraform
3 15 (17.44%) Ansible
4 8 (9.30%) Nagios
5 4 (4.65%) MIIS
6 3 (3.49%) Cloudify
6 3 (3.49%) logstash
6 3 (3.49%) Opscode Chef
6 3 (3.49%) Packer
6 3 (3.49%) Puppet
7 2 (2.33%) HP ALM
7 2 (2.33%) OSSEC
8 1 (1.16%) Docker Swarm
8 1 (1.16%) Grafana
8 1 (1.16%) Prometheus
8 1 (1.16%) Rancher
8 1 (1.16%) ZABBIX
Vendors
1 13 (15.12%) Oracle
2 11 (12.79%) Red Hat
3 8 (9.30%) Cadence
3 8 (9.30%) New Relic
3 8 (9.30%) Splunk
4 6 (6.98%) AppDynamics
4 6 (6.98%) Microsoft
5 4 (4.65%) Google
6 2 (2.33%) Atlassian
6 2 (2.33%) HP
7 1 (1.16%) CA