Period
to 7 December 2019

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 7 December 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > South West
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 166 150 86
Rank change year-on-year -16 -64 +1
Permanent jobs citing NoSQL 170 203 389
As % of all permanent IT jobs advertised in the South West 1.80% 2.02% 3.81%
As % of the Database & Business Intelligence category 6.87% 7.19% 11.73%
Number of salaries quoted 144 198 340
South West median annual salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% - -
10th Percentile £35,000 £33,000 £33,750
90th Percentile £67,787 £70,000 £65,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

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 2,475 2,823 3,315
As % of all permanent IT jobs advertised in the South West 26.15% 28.05% 32.46%
Number of salaries quoted 2,084 2,428 2,817
South West median annual salary £45,000 £44,500 £40,000
Median salary % change year-on-year +1.12% +11.25% -2.44%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £63,941 £67,500 £60,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

NoSQL
Job Vacancy Trend in the South West

Job postings citing NoSQL as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in the South West.

Salary trend for NoSQL in the South West

NoSQL
Salary Histogram in the South West

The salary distribution of IT jobs citing NoSQL in the South West over the 6 months to 7 December 2019.

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 7 December 2019. 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
Gloucestershire -3 49 £46,500 -22.50% 7
Bristol -32 41 £46,250 -7.50% 11
Devon +14 28 £47,500 -14.03% 5
Somerset -1 19 £50,000 -20.00% 3
Dorset -5 15 £45,000 +38.46% 6
Wiltshire +2 14 £62,138 +24.28% 4
Cornwall +13 2 £47,500 +31.94% 1
NoSQL
England

For the 6 months to 7 December 2019, 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.

1 102 (60.00%) Agile Software Development
2 94 (55.29%) SQL
3 88 (51.76%) JavaScript
3 88 (51.76%) MongoDB
4 83 (48.82%) Linux
5 80 (47.06%) Git (software)
6 72 (42.35%) AWS
7 67 (39.41%) Java
8 64 (37.65%) Jenkins
9 60 (35.29%) Docker
10 59 (34.71%) MySQL
11 58 (34.12%) Python
12 53 (31.18%) MVC
13 51 (30.00%) Software Engineering
13 51 (30.00%) Kubernetes
14 50 (29.41%) Azure
15 49 (28.82%) DevOps
16 46 (27.06%) Scrum
17 45 (26.47%) React
18 42 (24.71%) Vue.js
19 38 (22.35%) AngularJS
19 38 (22.35%) Unix
20 37 (21.76%) Retail
21 36 (21.18%) Continuous Integration
22 35 (20.59%) PHP
23 33 (19.41%) Time Management
24 32 (18.82%) Laravel
25 31 (18.24%) Node.js
25 31 (18.24%) SQL Server
26 29 (17.06%) Kafka

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 28 (16.47%) Apache Solr
2 16 (9.41%) Apache Spark
3 12 (7.06%) Elasticsearch
4 9 (5.29%) JBoss
5 7 (4.12%) OpenStack
5 7 (4.12%) Tomcat
6 6 (3.53%) Mule
6 6 (3.53%) Mule ESB
6 6 (3.53%) SAS
6 6 (3.53%) WordPress
7 2 (1.18%) WildFly
8 1 (0.59%) Apache
8 1 (0.59%) CMS
8 1 (0.59%) eZ Publish
8 1 (0.59%) Jetty
8 1 (0.59%) WebLogic
Business Applications
1 4 (2.35%) Magento
Cloud Services
1 72 (42.35%) AWS
2 50 (29.41%) Azure
3 19 (11.18%) Amazon EC2
4 18 (10.59%) GCP
5 12 (7.06%) Amazon ELB
5 12 (7.06%) Amazon EMR
5 12 (7.06%) Amazon S3
6 11 (6.47%) SaaS
7 9 (5.29%) OpenShift
8 8 (4.71%) Apigee
8 8 (4.71%) Power Platform
9 6 (3.53%) Azure Data Factory
10 3 (1.76%) G Suite
10 3 (1.76%) GitHub
10 3 (1.76%) Google App Engine
10 3 (1.76%) IaaS
10 3 (1.76%) NuGet
10 3 (1.76%) PaaS
11 2 (1.18%) AWS Lambda
11 2 (1.18%) Serverless
Communications & Networking
1 28 (16.47%) Extranet
2 8 (4.71%) Internet
3 3 (1.76%) DHCP
3 3 (1.76%) DNS
4 2 (1.18%) Network Security
4 2 (1.18%) TCP/IP
5 1 (0.59%) HTTP
5 1 (0.59%) SSL
Database & Business Intelligence
1 88 (51.76%) MongoDB
2 59 (34.71%) MySQL
3 31 (18.24%) SQL Server
4 28 (16.47%) PostgreSQL
5 24 (14.12%) Relational Database
6 23 (13.53%) Hadoop
7 15 (8.82%) Apache Cassandra
7 15 (8.82%) Big Data
8 13 (7.65%) Amazon RDS
9 12 (7.06%) Amazon DynamoDB
9 12 (7.06%) MariaDB
10 8 (4.71%) Data Warehouse
10 8 (4.71%) Power BI
11 6 (3.53%) Cosmos DB
11 6 (3.53%) RDBMS
12 5 (2.94%) ArangoDB
12 5 (2.94%) BigQuery
13 4 (2.35%) Blockchain
13 4 (2.35%) CouchDB
13 4 (2.35%) Data Lake
Development Applications
1 80 (47.06%) Git (software)
2 64 (37.65%) Jenkins
3 21 (12.35%) Maven
4 16 (9.41%) Subversion
5 14 (8.24%) JUnit
6 13 (7.65%) IntelliJ
7 12 (7.06%) Selenium
8 11 (6.47%) Atlassian Bamboo
9 9 (5.29%) Ant
9 9 (5.29%) JIRA
10 8 (4.71%) Artifactory
10 8 (4.71%) JMeter
10 8 (4.71%) Sonatype Nexus
11 5 (2.94%) Eclipse
11 5 (2.94%) Team Foundation Server
12 3 (1.76%) Chocolatey
12 3 (1.76%) Cucumber
12 3 (1.76%) Mockito
13 2 (1.18%) GoCD
13 2 (1.18%) Visual Studio
General
1 37 (21.76%) Retail
2 27 (15.88%) Finance
3 17 (10.00%) Electronics
4 16 (9.41%) Telecoms
5 15 (8.82%) Manufacturing
5 15 (8.82%) Marketing
5 15 (8.82%) Public Sector
6 13 (7.65%) Banking
7 4 (2.35%) Financial Institution
8 3 (1.76%) Games
9 1 (0.59%) Back Office
9 1 (0.59%) Front Office
9 1 (0.59%) Law
9 1 (0.59%) Music Industry
9 1 (0.59%) Publishing
Job Titles
1 98 (57.65%) Developer
2 30 (17.65%) PHP Developer
3 26 (15.29%) DevOps Engineer
4 25 (14.71%) Java Developer
5 24 (14.12%) Software Engineer
6 18 (10.59%) Full Stack Developer
7 17 (10.00%) Senior Developer
8 16 (9.41%) .NET Developer
9 12 (7.06%) Data Engineer
10 8 (4.71%) Senior Full Stack Developer
11 7 (4.12%) Cloud Developer
11 7 (4.12%) Java Engineer
11 7 (4.12%) Java Software Engineer
11 7 (4.12%) Senior DevOps
12 6 (3.53%) Business Intelligence Developer
12 6 (3.53%) Senior Java Developer
13 5 (2.94%) Administrator
13 5 (2.94%) Linux Systems Administrator
13 5 (2.94%) Software Developer
13 5 (2.94%) Systems Administrator
Libraries, Frameworks & Software Standards
1 45 (26.47%) React
2 42 (24.71%) Vue.js
3 38 (22.35%) AngularJS
4 32 (18.82%) Laravel
5 31 (18.24%) Node.js
6 29 (17.06%) Kafka
7 28 (16.47%) .NET
8 21 (12.35%) Spring
9 20 (11.76%) HTML
10 18 (10.59%) RabbitMQ
11 17 (10.00%) CSS
12 14 (8.24%) Web Services
13 13 (7.65%) JPA
13 13 (7.65%) REST
14 12 (7.06%) .NET Core
14 12 (7.06%) ActiveMQ
14 12 (7.06%) HTML5
14 12 (7.06%) JSON
14 12 (7.06%) RESTful
15 11 (6.47%) XML
Miscellaneous
1 28 (16.47%) EPoS
2 14 (8.24%) Linux Command Line
3 13 (7.65%) Clustering
3 13 (7.65%) Greenfield Project
4 12 (7.06%) Replication
5 10 (5.88%) Management Information System
6 9 (5.29%) Mobile App
6 9 (5.29%) User Experience
7 8 (4.71%) Enterprise Software
8 7 (4.12%) Self-Motivation
9 6 (3.53%) Analytical Skills
10 5 (2.94%) Algorithms
11 4 (2.35%) Public Cloud
12 1 (0.59%) Animation
12 1 (0.59%) Cloud Native
12 1 (0.59%) Cybercrime
12 1 (0.59%) Hedge funds
12 1 (0.59%) Hybrid Cloud
12 1 (0.59%) Virtual Team
Operating Systems
1 83 (48.82%) Linux
2 38 (22.35%) Unix
3 8 (4.71%) Windows
4 3 (1.76%) CentOS
4 3 (1.76%) Fedora
4 3 (1.76%) Windows 10
4 3 (1.76%) Windows Server
4 3 (1.76%) Windows Server 2012
5 2 (1.18%) Debian
5 2 (1.18%) Mac OS X
6 1 (0.59%) Android
6 1 (0.59%) Apple iOS
6 1 (0.59%) CoreOS
6 1 (0.59%) Red Hat Enterprise Linux
Processes & Methodologies
1 102 (60.00%) Agile Software Development
2 53 (31.18%) MVC
3 51 (30.00%) Software Engineering
4 49 (28.82%) DevOps
5 46 (27.06%) Scrum
6 36 (21.18%) Continuous Integration
7 33 (19.41%) Time Management
8 28 (16.47%) Project Management
9 23 (13.53%) Business Intelligence
9 23 (13.53%) Microservices
9 23 (13.53%) TDD
10 22 (12.94%) ETL
11 21 (12.35%) BDD
12 18 (10.59%) Machine Learning
12 18 (10.59%) Mentoring
13 16 (9.41%) Test Automation
14 15 (8.82%) Digital Marketing
14 15 (8.82%) Programme Management
15 14 (8.24%) Configuration Management
15 14 (8.24%) Web Application Development
Programming Languages
1 94 (55.29%) SQL
2 88 (51.76%) JavaScript
3 67 (39.41%) Java
4 58 (34.12%) Python
5 35 (20.59%) PHP
6 24 (14.12%) C#
7 23 (13.53%) Go
8 22 (12.94%) Ruby
9 21 (12.35%) TypeScript
10 12 (7.06%) Perl
11 11 (6.47%) Scala
12 10 (5.88%) R
13 7 (4.12%) Bash Shell
13 7 (4.12%) Shell Script
14 6 (3.53%) Data Analysis Expressions (DAX)
14 6 (3.53%) T-SQL
15 5 (2.94%) C++
16 4 (2.35%) Java 8
17 3 (1.76%) ES6
18 2 (1.18%) F#
Qualifications
1 21 (12.35%) Security Cleared
2 17 (10.00%) DV Cleared
3 14 (8.24%) Degree
4 13 (7.65%) SC Cleared
5 7 (4.12%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.18%) QA
System Software
1 60 (35.29%) Docker
2 3 (1.76%) Active Directory
2 3 (1.76%) Hyper-V
2 3 (1.76%) Virtual Machines
2 3 (1.76%) VMware Infrastructure
3 2 (1.18%) HDFS
Systems Management
1 51 (30.00%) Kubernetes
2 23 (13.53%) Terraform
3 20 (11.76%) Opscode Chef
3 20 (11.76%) Puppet
4 19 (11.18%) Docker Swarm
5 12 (7.06%) Nagios
5 12 (7.06%) Prometheus
5 12 (7.06%) ZABBIX
6 11 (6.47%) Ansible
7 10 (5.88%) Cloudify
8 5 (2.94%) logstash
8 5 (2.94%) Packer
Vendors
1 22 (12.94%) Google
2 15 (8.82%) SAP
3 11 (6.47%) Apple
4 10 (5.88%) Microsoft
4 10 (5.88%) Oracle
5 8 (4.71%) Veracode
6 4 (2.35%) Cloudera
6 4 (2.35%) Informatica
6 4 (2.35%) Netezza
6 4 (2.35%) Talend
6 4 (2.35%) WooCommerce
7 3 (1.76%) Red Hat
7 3 (1.76%) VMware
8 2 (1.18%) Tableau
9 1 (0.59%) MicroStrategy
9 1 (0.59%) TIBCO