Period
to 21 September 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 21 September 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > South West
6 months to
21 Sep 2019
Same period 2018 Same period 2017
Rank 167 127 79
Rank change year-on-year -40 -48 +30
Permanent jobs citing NoSQL 186 268 390
As % of all permanent IT jobs advertised in the South West 1.87% 2.57% 3.82%
As % of the Database & Business Intelligence category 6.64% 8.71% 12.09%
Number of salaries quoted 145 256 363
South West median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% -
10th Percentile £37,250 £35,000 £32,500
90th Percentile £77,000 £67,500 £65,000
England median annual salary £62,500 £57,000 £57,500
% change year-on-year +9.65% -0.87% +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 2,800 3,078 3,227
As % of all permanent IT jobs advertised in the South West 28.12% 29.51% 31.57%
Number of salaries quoted 2,288 2,687 2,779
South West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,425 £27,500 £26,250
90th Percentile £65,000 £63,750 £61,250
England median annual salary £52,500 £50,000 £48,500
% change year-on-year +5.00% +3.09% +2.11%

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 21 September 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 21 September 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
Bristol -61 53 £42,500 -10.53% 9
Devon +15 38 £47,500 -5.00% 5
Gloucestershire -27 32 £46,500 -15.45% 7
Somerset +12 22 £47,500 +11.76% 6
Wiltshire -9 20 £62,138 +24.28% 2
Dorset +17 17 £47,500 +11.76% 6
Cornwall +14 2 £47,500 +41.79% 3
NoSQL
England

For the 6 months to 21 September 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.

1 116 (62.37%) Agile Software Development
2 93 (50.00%) JavaScript
3 91 (48.92%) MongoDB
4 90 (48.39%) SQL
5 86 (46.24%) Git (software)
5 86 (46.24%) AWS
6 85 (45.70%) Linux
7 72 (38.71%) Software Engineering
8 67 (36.02%) Java
9 62 (33.33%) Python
10 61 (32.80%) MySQL
11 60 (32.26%) Jenkins
12 59 (31.72%) Docker
13 51 (27.42%) DevOps
13 51 (27.42%) Kubernetes
14 49 (26.34%) AngularJS
15 47 (25.27%) Azure
16 46 (24.73%) MVC
16 46 (24.73%) React
16 46 (24.73%) Vue.js
17 43 (23.12%) Retail
17 43 (23.12%) Scrum
18 41 (22.04%) Kafka
19 40 (21.51%) Continuous Integration
20 39 (20.97%) PHP
21 36 (19.35%) Go
22 34 (18.28%) GCP
22 34 (18.28%) Unix
22 34 (18.28%) Node.js
23 33 (17.74%) Laravel

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 (15.05%) Apache Solr
2 14 (7.53%) Apache Spark
3 10 (5.38%) Elasticsearch
4 8 (4.30%) JBoss
4 8 (4.30%) Tomcat
5 6 (3.23%) OpenStack
5 6 (3.23%) WordPress
6 5 (2.69%) Mule
6 5 (2.69%) Mule ESB
6 5 (2.69%) SAS
7 3 (1.61%) Apache
7 3 (1.61%) Jetty
7 3 (1.61%) WebLogic
8 2 (1.08%) nginx
9 1 (0.54%) BizTalk Server
9 1 (0.54%) CMS
9 1 (0.54%) Confluence
9 1 (0.54%) eZ Publish
Applications
1 3 (1.61%) Chatbot
Business Applications
1 2 (1.08%) Magento
Cloud Services
1 86 (46.24%) AWS
2 47 (25.27%) Azure
3 34 (18.28%) GCP
4 24 (12.90%) Amazon EC2
5 20 (10.75%) Amazon EMR
6 19 (10.22%) Amazon ELB
6 19 (10.22%) Amazon S3
7 14 (7.53%) OpenShift
8 13 (6.99%) Apigee
9 11 (5.91%) GitHub
10 7 (3.76%) Google App Engine
11 5 (2.69%) SaaS
12 4 (2.15%) AWS Lambda
12 4 (2.15%) G Suite
12 4 (2.15%) Power Platform
12 4 (2.15%) Serverless
13 3 (1.61%) AWS CloudFormation
13 3 (1.61%) AWS Elastic Beanstalk
13 3 (1.61%) Azure Machine Learning
13 3 (1.61%) npm
Communications & Networking
1 28 (15.05%) Extranet
2 8 (4.30%) HTTP
3 7 (3.76%) Internet
4 2 (1.08%) Network Security
4 2 (1.08%) TCP/IP
5 1 (0.54%) Bluetooth
5 1 (0.54%) SSL
Database & Business Intelligence
1 91 (48.92%) MongoDB
2 61 (32.80%) MySQL
3 30 (16.13%) Hadoop
4 27 (14.52%) Relational Database
5 26 (13.98%) Apache Cassandra
6 24 (12.90%) SQL Server
7 22 (11.83%) Amazon RDS
7 22 (11.83%) Big Data
8 20 (10.75%) PostgreSQL
9 19 (10.22%) MariaDB
10 11 (5.91%) BigQuery
11 10 (5.38%) Data Warehouse
12 8 (4.30%) Amazon Redshift
13 7 (3.76%) Amazon DynamoDB
14 5 (2.69%) Data Lake
15 4 (2.15%) Couchbase
15 4 (2.15%) CouchDB
15 4 (2.15%) Power BI
15 4 (2.15%) RDBMS
15 4 (2.15%) Redis
Development Applications
1 86 (46.24%) Git (software)
2 60 (32.26%) Jenkins
3 21 (11.29%) Subversion
4 20 (10.75%) Maven
5 19 (10.22%) Selenium
6 13 (6.99%) Artifactory
6 13 (6.99%) JMeter
6 13 (6.99%) Sonatype Nexus
7 12 (6.45%) JUnit
8 10 (5.38%) IntelliJ
8 10 (5.38%) JIRA
9 9 (4.84%) Ant
10 7 (3.76%) Atlassian Bamboo
10 7 (3.76%) Cucumber
11 6 (3.23%) Eclipse
11 6 (3.23%) Team Foundation Server
12 3 (1.61%) PHPUnit
12 3 (1.61%) PostCSS
12 3 (1.61%) WebDriver
12 3 (1.61%) webpack
General
1 43 (23.12%) Retail
2 19 (10.22%) Finance
3 15 (8.06%) Banking
3 15 (8.06%) Electronics
4 9 (4.84%) Public Sector
4 9 (4.84%) Telecoms
5 8 (4.30%) Manufacturing
5 8 (4.30%) Marketing
6 3 (1.61%) Law
7 2 (1.08%) Publishing
8 1 (0.54%) Back Office
8 1 (0.54%) Financial Institution
8 1 (0.54%) Fire and Rescue
8 1 (0.54%) Games
8 1 (0.54%) Local Government
8 1 (0.54%) Pharmaceutical
8 1 (0.54%) Police
Job Titles
1 105 (56.45%) Developer
2 34 (18.28%) PHP Developer
2 34 (18.28%) Senior Developer
3 29 (15.59%) DevOps Engineer
4 28 (15.05%) Software Engineer
5 21 (11.29%) Full Stack Developer
6 20 (10.75%) Java Developer
7 19 (10.22%) Data Engineer
8 12 (6.45%) Software Developer
9 11 (5.91%) JavaScript Developer
9 11 (5.91%) Senior Full Stack Developer
10 10 (5.38%) .NET Developer
11 9 (4.84%) Senior DevOps
11 9 (4.84%) Senior DevOps Engineer
12 7 (3.76%) Cloud Engineer
12 7 (3.76%) Senior Java Developer
13 6 (3.23%) Automation Engineer
13 6 (3.23%) DevOps Automation Engineer
14 5 (2.69%) Data Scientist
14 5 (2.69%) Java Engineer
Libraries, Frameworks & Software Standards
1 49 (26.34%) AngularJS
2 46 (24.73%) React
2 46 (24.73%) Vue.js
3 41 (22.04%) Kafka
4 34 (18.28%) Node.js
5 33 (17.74%) Laravel
6 32 (17.20%) .NET
7 31 (16.67%) HTML
8 25 (13.44%) CSS
8 25 (13.44%) RabbitMQ
9 24 (12.90%) Web Services
10 23 (12.37%) Spring
11 21 (11.29%) HTML5
11 21 (11.29%) RESTful
12 20 (10.75%) JSON
13 19 (10.22%) ActiveMQ
14 14 (7.53%) .NET Core
14 14 (7.53%) JPA
15 13 (6.99%) XML
16 11 (5.91%) Hibernate
Miscellaneous
1 28 (15.05%) EPoS
2 19 (10.22%) Clustering
2 19 (10.22%) Linux Command Line
2 19 (10.22%) Replication
3 14 (7.53%) Mobile App
4 13 (6.99%) Greenfield Project
5 9 (4.84%) Self-Motivation
5 9 (4.84%) User Experience
6 8 (4.30%) Algorithms
7 6 (3.23%) Analytical Skills
7 6 (3.23%) Enterprise Software
8 5 (2.69%) Management Information System
9 2 (1.08%) Data Structures
9 2 (1.08%) Public Cloud
10 1 (0.54%) Animation
10 1 (0.54%) Cybercrime
10 1 (0.54%) Enterprise Cloud
10 1 (0.54%) N-Tier
10 1 (0.54%) Virtual Team
Operating Systems
1 85 (45.70%) Linux
2 34 (18.28%) Unix
3 5 (2.69%) CentOS
3 5 (2.69%) Windows
4 4 (2.15%) Android
4 4 (2.15%) Fedora
5 3 (1.61%) Apple iOS
6 2 (1.08%) Windows Phone
7 1 (0.54%) Ubuntu
Processes & Methodologies
1 116 (62.37%) Agile Software Development
2 72 (38.71%) Software Engineering
3 51 (27.42%) DevOps
4 46 (24.73%) MVC
5 43 (23.12%) Scrum
6 40 (21.51%) Continuous Integration
7 31 (16.67%) Microservices
7 31 (16.67%) Time Management
8 28 (15.05%) Project Management
9 27 (14.52%) Mentoring
9 27 (14.52%) Test Automation
10 25 (13.44%) ETL
11 21 (11.29%) Configuration Management
12 20 (10.75%) Business Intelligence
12 20 (10.75%) Problem-Solving
12 20 (10.75%) SOA
13 19 (10.22%) Analytics
13 19 (10.22%) Load Balancing
13 19 (10.22%) SQL Optimisation
14 18 (9.68%) TDD
Programming Languages
1 93 (50.00%) JavaScript
2 90 (48.39%) SQL
3 67 (36.02%) Java
4 62 (33.33%) Python
5 39 (20.97%) PHP
6 36 (19.35%) Go
7 26 (13.98%) TypeScript
8 25 (13.44%) Ruby
9 19 (10.22%) C#
10 12 (6.45%) Scala
11 11 (5.91%) ES6
11 11 (5.91%) Perl
12 10 (5.38%) R
13 9 (4.84%) Erlang
14 6 (3.23%) Bash Shell
15 5 (2.69%) Shell Script
16 4 (2.15%) C++
16 4 (2.15%) Java 8
17 3 (1.61%) ES7
18 2 (1.08%) T-SQL
Qualifications
1 17 (9.14%) Degree
1 17 (9.14%) Security Cleared
2 13 (6.99%) DV Cleared
3 10 (5.38%) Computer Science Degree
4 8 (4.30%) SC Cleared
5 1 (0.54%) ISTQB
Quality Assurance & Compliance
1 8 (4.30%) QA
System Software
1 59 (31.72%) Docker
2 1 (0.54%) HDFS
Systems Management
1 51 (27.42%) Kubernetes
2 27 (14.52%) Puppet
3 26 (13.98%) Opscode Chef
4 25 (13.44%) Terraform
5 24 (12.90%) Docker Swarm
6 19 (10.22%) Nagios
6 19 (10.22%) Prometheus
6 19 (10.22%) ZABBIX
7 8 (4.30%) Ansible
8 6 (3.23%) Cloudify
9 1 (0.54%) Ambari
9 1 (0.54%) HP ALM
Vendors
1 29 (15.59%) Google
2 13 (6.99%) Veracode
3 12 (6.45%) Microsoft
4 8 (4.30%) Apple
4 8 (4.30%) SAP
5 6 (3.23%) Oracle
6 4 (2.15%) Informatica
6 4 (2.15%) Red Hat
6 4 (2.15%) Tableau
6 4 (2.15%) Talend
7 3 (1.61%) Cypress Semiconductor
7 3 (1.61%) Zend
8 2 (1.08%) Cloudera
8 2 (1.08%) Netezza
8 2 (1.08%) WooCommerce
8 2 (1.08%) Xamarin
9 1 (0.54%) Atlassian
9 1 (0.54%) HP
9 1 (0.54%) IBM
9 1 (0.54%) IBM Sterling