Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > South West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 81 87 149
Rank change year-on-year +6 +62 +34
Permanent jobs citing NoSQL 386 389 259
As % of all permanent IT jobs advertised in the South West 3.76% 3.57% 2.19%
As % of the Database & Business Intelligence category 11.65% 11.63% 6.69%
Number of salaries quoted 334 386 240
South West median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £33,750 £33,750 £25,675
90th Percentile £65,000 £68,750 £83,750
England median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +4.76%

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 3312 3344 3872
As % of all permanent IT jobs advertised in the South West 32.24% 30.65% 32.74%
Number of salaries quoted 2820 2853 3332
South West median annual salary £40,000 £40,500 £38,825
Median salary % change year-on-year -1.23% +4.31% +3.53%
10th Percentile £26,250 £27,000 £25,750
90th Percentile £60,000 £63,250 £58,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 23 November 2017.

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 23 November 2017. 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 -15 143 £52,500 -12.50% 11
Somerset -2 78 £45,000 - 3
Gloucestershire +12 72 £45,000 -10.00% 5
Devon +27 41 £50,000 - 2
Wiltshire +15 36 £50,000 +5.26% 4
Dorset -10 12 £40,000 +14.29% 3
Cornwall -2 3 £35,000 -30.00%
NoSQL
England

For the 6 months to 23 November 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South West region with a requirement for NoSQL.

1 285 (73.83%) Agile Software Development
2 232 (60.10%) TDD
3 189 (48.96%) Java
4 178 (46.11%) Git (software)
5 168 (43.52%) BDD
6 159 (41.19%) MVC
7 146 (37.82%) JavaScript
8 140 (36.27%) Scrum
9 136 (35.23%) .NET
10 134 (34.72%) Amazon AWS
11 132 (34.20%) C#
12 127 (32.90%) SQL
13 123 (31.87%) SQL Server
13 123 (31.87%) Spring
14 122 (31.61%) Linux
14 122 (31.61%) MongoDB
15 111 (28.76%) REST
16 107 (27.72%) Software Engineering
16 107 (27.72%) HTML
17 99 (25.65%) ASP.NET
18 98 (25.39%) Web Services
18 98 (25.39%) AngularJS
19 96 (24.87%) JSON
19 96 (24.87%) Finance
20 93 (24.09%) RESTful
21 92 (23.83%) Node.js
22 91 (23.58%) ASP.NET MVC
23 89 (23.06%) Business Intelligence
24 86 (22.28%) XML
25 82 (21.24%) Kanban

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 65 (16.84%) Tomcat
2 64 (16.58%) JBoss
3 53 (13.73%) Mule
3 53 (13.73%) Mule ESB
4 28 (7.25%) OpenStack
5 18 (4.66%) Apache Spark
5 18 (4.66%) Elasticsearch
6 15 (3.89%) Apache
7 10 (2.59%) WebLogic
8 7 (1.81%) Jetty
8 7 (1.81%) nginx
9 6 (1.55%) Apache Solr
10 5 (1.30%) SAS
11 4 (1.04%) NServiceBus
12 3 (0.78%) Confluence
12 3 (0.78%) Drupal
12 3 (0.78%) IIS
12 3 (0.78%) WebSphere
13 2 (0.52%) Oracle SOA Suite
13 2 (0.52%) Traefik
Applications
1 4 (1.04%) SPSS
2 2 (0.52%) Chatbot
2 2 (0.52%) MS Visio
3 1 (0.26%) GNU Octave
3 1 (0.26%) HipChat
Business Applications
1 2 (0.52%) Magento
Cloud Services
1 134 (34.72%) Amazon AWS
2 80 (20.73%) SaaS
3 61 (15.80%) Microsoft Azure
4 57 (14.77%) Amazon EC2
5 21 (5.44%) PaaS
6 20 (5.18%) IaaS
7 15 (3.89%) Google Cloud Platform
8 14 (3.63%) GitHub
9 13 (3.37%) Amazon Kinesis
9 13 (3.37%) Cloud Computing
10 12 (3.11%) Serverless
11 11 (2.85%) AWS Lambda
12 10 (2.59%) Amazon S3
13 7 (1.81%) npm
14 4 (1.04%) Amazon ElastiCache
14 4 (1.04%) Route 53
15 3 (0.78%) Amazon EMR
15 3 (0.78%) Amazon SQS
15 3 (0.78%) AWS CloudFormation
15 3 (0.78%) AWS Elastic Beanstalk
Communications & Networking
1 19 (4.92%) HTTP
2 18 (4.66%) SSL
3 11 (2.85%) Internet
4 7 (1.81%) TCP/IP
5 4 (1.04%) Firewall
5 4 (1.04%) SSH
6 3 (0.78%) Ethernet
6 3 (0.78%) SNMP
7 2 (0.52%) AMQP
7 2 (0.52%) DNS
7 2 (0.52%) Extranet
7 2 (0.52%) F5 BIG-IP GTM
7 2 (0.52%) F5 BIG-IP LTM
7 2 (0.52%) Intranet
7 2 (0.52%) LAN
7 2 (0.52%) NAS
7 2 (0.52%) SAN
7 2 (0.52%) SMS
7 2 (0.52%) VPN
7 2 (0.52%) WAN
Database & Business Intelligence
1 123 (31.87%) SQL Server
2 122 (31.61%) MongoDB
3 60 (15.54%) Amazon DynamoDB
4 59 (15.28%) MySQL
5 44 (11.40%) SQL Server 2016
6 43 (11.14%) Relational Database
7 37 (9.59%) Apache Cassandra
8 36 (9.33%) PostgreSQL
9 29 (7.51%) Redis
10 28 (7.25%) Hadoop
11 27 (6.99%) Big Data
12 26 (6.74%) RDBMS
13 22 (5.70%) SQL Server 2014
14 21 (5.44%) CouchDB
15 13 (3.37%) Geospatial Data
16 12 (3.11%) Amazon Redshift
16 12 (3.11%) Riak
17 11 (2.85%) MariaDB
18 7 (1.81%) Couchbase
18 7 (1.81%) Neo4j
Development Applications
1 178 (46.11%) Git (software)
2 70 (18.13%) JIRA
3 60 (15.54%) JUnit
4 57 (14.77%) IntelliJ
4 57 (14.77%) Jenkins
5 35 (9.07%) Atlassian Bamboo
6 23 (5.96%) Maven
7 17 (4.40%) MSBuild
8 15 (3.89%) Mercurial
8 15 (3.89%) Subversion
9 14 (3.63%) Vagrant
10 10 (2.59%) Bitbucket
10 10 (2.59%) gulp
11 9 (2.33%) Team Foundation Server
12 8 (2.07%) Eclipse
12 8 (2.07%) Selenium
13 6 (1.55%) Cucumber
14 5 (1.30%) Gradle
14 5 (1.30%) NUnit
14 5 (1.30%) Visual Studio
General
1 96 (24.87%) Finance
2 78 (20.21%) Marketing
3 77 (19.95%) Electronics
4 74 (19.17%) Manufacturing
4 74 (19.17%) Telecoms
5 56 (14.51%) Retail
6 25 (6.48%) Advertising
7 11 (2.85%) Games
8 10 (2.59%) Law
9 7 (1.81%) Music Industry
10 4 (1.04%) Banking
11 1 (0.26%) Military
Job Titles
1 253 (65.54%) Developer
2 109 (28.24%) Java Developer
3 95 (24.61%) .NET Developer
4 63 (16.32%) Senior Developer
5 52 (13.47%) Software Engineer
6 46 (11.92%) Senior Java Developer
7 42 (10.88%) Software Developer
8 38 (9.84%) Java Engineer
9 31 (8.03%) C# Developer
10 30 (7.77%) Java Software Engineer
11 28 (7.25%) Architect
12 26 (6.74%) Senior Software Engineer
13 22 (5.70%) Senior Java Engineer
13 22 (5.70%) Senior Java Software Engineer
14 20 (5.18%) .NET Software Developer
14 20 (5.18%) C# .NET Developer
15 18 (4.66%) Junior
16 17 (4.40%) Developer/Software Engineer
16 17 (4.40%) Java Software Developer
16 17 (4.40%) Lead Developer
Libraries, Frameworks & Software Standards
1 136 (35.23%) .NET
2 123 (31.87%) Spring
3 111 (28.76%) REST
4 107 (27.72%) HTML
5 99 (25.65%) ASP.NET
6 98 (25.39%) AngularJS
6 98 (25.39%) Web Services
7 96 (24.87%) JSON
8 93 (24.09%) RESTful
9 92 (23.83%) Node.js
10 91 (23.58%) ASP.NET MVC
11 86 (22.28%) XML
12 78 (20.21%) Hibernate
13 66 (17.10%) CSS
14 65 (16.84%) SOAP
15 64 (16.58%) ASP.NET Web API
16 63 (16.32%) WCF
17 61 (15.80%) ASP.NET MVC 5
17 61 (15.80%) JPA
18 60 (15.54%) HTML5
Miscellaneous
1 43 (11.14%) Computer Science
2 40 (10.36%) Analytical Skills
3 32 (8.29%) Enterprise Software
3 32 (8.29%) User Experience
4 23 (5.96%) Greenfield Project
5 18 (4.66%) Algorithms
6 14 (3.63%) Linux Command Line
7 13 (3.37%) Client/Server
8 7 (1.81%) Fintech
9 5 (1.30%) Mobile App
9 5 (1.30%) Video\Live Streaming
10 4 (1.04%) Photography
11 3 (0.78%) Blog
11 3 (0.78%) Data Protection Act
11 3 (0.78%) Management Information System
11 3 (0.78%) Public Cloud
12 2 (0.52%) CESG
12 2 (0.52%) Data Centre
12 2 (0.52%) Mainframe
12 2 (0.52%) PKI
Operating Systems
1 122 (31.61%) Linux
2 24 (6.22%) Unix
3 22 (5.70%) Windows
4 6 (1.55%) Red Hat Enterprise Linux
4 6 (1.55%) Ubuntu
5 5 (1.30%) Windows Server 2003
6 4 (1.04%) Windows Server
7 3 (0.78%) Android
7 3 (0.78%) Apple iOS
7 3 (0.78%) Debian
8 2 (0.52%) AIX
8 2 (0.52%) CentOS
8 2 (0.52%) CoreOS
8 2 (0.52%) FreeBSD
8 2 (0.52%) Windows Phone
Processes & Methodologies
1 285 (73.83%) Agile Software Development
2 232 (60.10%) TDD
3 168 (43.52%) BDD
4 159 (41.19%) MVC
5 140 (36.27%) Scrum
6 107 (27.72%) Software Engineering
7 89 (23.06%) Business Intelligence
8 82 (21.24%) Kanban
9 79 (20.47%) OO
10 74 (19.17%) Digital Marketing
10 74 (19.17%) Programme Management
11 72 (18.65%) Web Application Development
12 71 (18.39%) Continuous Integration
13 68 (17.62%) Microservices
14 63 (16.32%) E-Commerce
15 57 (14.77%) DevOps
16 55 (14.25%) Integration Testing
17 45 (11.66%) Continuous Delivery
18 37 (9.59%) Unit Testing
19 33 (8.55%) Open Source
Programming Languages
1 189 (48.96%) Java
2 146 (37.82%) JavaScript
3 132 (34.20%) C#
4 127 (32.90%) SQL
5 79 (20.47%) Ruby
6 43 (11.14%) Python
7 31 (8.03%) PHP
8 14 (3.63%) Groovy
9 11 (2.85%) XPath
10 9 (2.33%) PowerShell
11 8 (2.07%) R
11 8 (2.07%) Scala
11 8 (2.07%) T-SQL
12 7 (1.81%) Bash Shell
12 7 (1.81%) C++
12 7 (1.81%) TypeScript
13 6 (1.55%) C
13 6 (1.55%) Perl
13 6 (1.55%) PL/SQL
14 5 (1.30%) Go
Qualifications
1 57 (14.77%) Degree
2 27 (6.99%) Computer Science Degree
3 7 (1.81%) Security Cleared
4 6 (1.55%) ISEB
5 4 (1.04%) ISTQB
6 3 (0.78%) Postgraduate
7 2 (0.52%) CESG Certified Professional
7 2 (0.52%) DV Cleared
7 2 (0.52%) PhD
8 1 (0.26%) AWS Certification
8 1 (0.26%) SC Cleared
Quality Assurance & Compliance
1 12 (3.11%) QA
2 2 (0.52%) COBIT
2 2 (0.52%) HL7
System Software
1 59 (15.28%) Docker
2 10 (2.59%) VMware Infrastructure
3 3 (0.78%) KVM
3 3 (0.78%) Xen
4 2 (0.52%) Corosync
4 2 (0.52%) GlusterFS
4 2 (0.52%) Virtual Machines
4 2 (0.52%) VirtualBox
5 1 (0.26%) HDFS
Systems Management
1 15 (3.89%) Opscode Chef
1 15 (3.89%) Puppet
2 11 (2.85%) Ansible
3 5 (1.30%) Kibana
4 4 (1.04%) Kubernetes
4 4 (1.04%) Nagios
4 4 (1.04%) Systems Management Server (SMS)
4 4 (1.04%) Terraform
5 3 (0.78%) Ganeti
5 3 (0.78%) Icinga
5 3 (0.78%) Marathon
5 3 (0.78%) Mesos
6 2 (0.52%) CFEngine
6 2 (0.52%) HAProxy
6 2 (0.52%) Linux-HA
6 2 (0.52%) OSSEC
6 2 (0.52%) Pacemaker
6 2 (0.52%) StackStorm
6 2 (0.52%) ZABBIX
7 1 (0.26%) logstash
Vendors
1 76 (19.69%) SAP
2 53 (13.73%) Apple
3 36 (9.33%) Microsoft
4 33 (8.55%) Oracle
5 14 (3.63%) Google
5 14 (3.63%) VMware
6 12 (3.11%) Facebook
7 6 (1.55%) HP
7 6 (1.55%) Red Hat
8 4 (1.04%) Cisco
8 4 (1.04%) IBM
8 4 (1.04%) Informatica
9 3 (0.78%) Atlassian
9 3 (0.78%) RedGate
10 2 (0.52%) F5
10 2 (0.52%) Nokia
10 2 (0.52%) ServiceNow
10 2 (0.52%) Tableau
10 2 (0.52%) Talend
10 2 (0.52%) Xamarin