Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in South Wales 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 18 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
Wales > South Wales
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 68 76 119
Rank change year-on-year +8 +43 +5
Permanent jobs citing NoSQL 39 64 29
As % of all permanent IT jobs advertised in South Wales 2.80% 2.93% 1.19%
As % of the Database & Business Intelligence category 10.24% 10.24% 4.06%
Number of salaries quoted 36 54 21
South Wales median annual salary £41,250 £52,500 £35,000
Median salary % change year-on-year -21.43% +50.00% -23.91%
10th Percentile £29,650 £31,250 £27,500
90th Percentile £55,349 £85,000 £56,250
Wales median annual salary £40,000 £51,250 £35,000
% change year-on-year -21.95% +46.43% -6.67%

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 South Wales with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South Wales
Permanent vacancies with a requirement for database or business intelligence skills 381 625 714
As % of all permanent IT jobs advertised in South Wales 27.33% 28.63% 29.18%
Number of salaries quoted 355 568 612
South Wales median annual salary £38,500 £40,000 £35,000
Median salary % change year-on-year -3.75% +14.29% -
10th Percentile £25,750 £25,000 £23,500
90th Percentile £55,000 £55,000 £47,250
Wales median annual salary £38,750 £40,000 £35,000
% change year-on-year -3.13% +14.29% -

NoSQL
Job Vacancy Trend in South Wales

Job postings citing NoSQL as a percentage of all IT jobs advertised in South Wales.

Job vacancy trend for NoSQL in South Wales

NoSQL
Salary Trend in South Wales

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

Salary trend for NoSQL in South Wales

NoSQL
Salary Histogram in South Wales

The salary distribution of IT jobs citing NoSQL in South Wales over the 6 months to 18 November 2017.

Salary histogram for NoSQL in South Wales

NoSQL
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the South Wales region over the 6 months to 18 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
Newport +4 26 £36,375 -54.53%
Cardiff +17 13 £42,500 -19.05%
NoSQL
Wales

For the 6 months to 18 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 Wales region with a requirement for NoSQL.

1 29 (74.36%) SQL
2 25 (64.10%) Agile Software Development
3 23 (58.97%) JavaScript
4 21 (53.85%) CSS
4 21 (53.85%) Python
5 20 (51.28%) Hadoop
5 20 (51.28%) R
6 18 (46.15%) SaaS
7 17 (43.59%) DevOps
8 16 (41.03%) Node.js
8 16 (41.03%) PaaS
8 16 (41.03%) Java
9 15 (38.46%) Django
9 15 (38.46%) Software Engineering
9 15 (38.46%) Ruby
9 15 (38.46%) Ruby on Rails
9 15 (38.46%) Scala
9 15 (38.46%) CSS3
9 15 (38.46%) Apache Spark
9 15 (38.46%) Go
10 14 (35.90%) Relational Database
10 14 (35.90%) MongoDB
11 12 (30.77%) Coaching
11 12 (30.77%) TDD
12 11 (28.21%) Git (software)
12 11 (28.21%) Test Automation
12 11 (28.21%) SQL Server
13 9 (23.08%) PostgreSQL
14 8 (20.51%) Linux
14 8 (20.51%) Continuous Integration

NoSQL
Co-occurring IT Skills in South Wales 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 15 (38.46%) Apache Spark
2 6 (15.38%) SharePoint
3 5 (12.82%) WebLogic
4 4 (10.26%) Apache Pig
5 2 (5.13%) Elasticsearch
6 1 (2.56%) Apache
6 1 (2.56%) Cloud Foundry
6 1 (2.56%) nginx
Cloud Services
1 18 (46.15%) SaaS
2 16 (41.03%) PaaS
3 5 (12.82%) Microsoft Azure
4 3 (7.69%) Amazon AWS
5 1 (2.56%) IaaS
5 1 (2.56%) npm
Communications & Networking
1 5 (12.82%) SAN
2 4 (10.26%) NAS
3 2 (5.13%) DNS
3 2 (5.13%) Firewall
3 2 (5.13%) TCP/IP
4 1 (2.56%) Ethernet
4 1 (2.56%) Wireless
Database & Business Intelligence
1 20 (51.28%) Hadoop
2 14 (35.90%) MongoDB
2 14 (35.90%) Relational Database
3 11 (28.21%) SQL Server
4 9 (23.08%) PostgreSQL
5 6 (15.38%) Ingres
6 5 (12.82%) Oracle Exadata
7 4 (10.26%) Apache Hive
7 4 (10.26%) Big Data
7 4 (10.26%) QlikView
7 4 (10.26%) Spotfire
8 3 (7.69%) Couchbase
9 2 (5.13%) MariaDB
9 2 (5.13%) MySQL
9 2 (5.13%) Redis
10 1 (2.56%) Apache Cassandra
10 1 (2.56%) Azure SQL Database
10 1 (2.56%) Data Mining
10 1 (2.56%) Neo4j
Development Applications
1 11 (28.21%) Git (software)
2 4 (10.26%) Selenium
3 3 (7.69%) Subversion
4 2 (5.13%) Bitbucket
4 2 (5.13%) JMeter
4 2 (5.13%) SpecFlow
4 2 (5.13%) WebDriver
4 2 (5.13%) Xdebug
5 1 (2.56%) Bower
5 1 (2.56%) Jenkins
5 1 (2.56%) Maven
5 1 (2.56%) Talend Open Studio
5 1 (2.56%) Vagrant
General
1 4 (10.26%) Games
2 2 (5.13%) Finance
3 1 (2.56%) Financial Institution
3 1 (2.56%) Legal
Job Titles
1 16 (41.03%) Developer
2 9 (23.08%) Senior Developer
3 7 (17.95%) Lead Developer
4 6 (15.38%) Software Engineer
5 4 (10.26%) Administrator
5 4 (10.26%) Analyst
5 4 (10.26%) Data Analyst
5 4 (10.26%) DBA
5 4 (10.26%) Technical Analyst
5 4 (10.26%) Technical Leader
6 3 (7.69%) Oracle DBA
6 3 (7.69%) PostgreSQL DBA
6 3 (7.69%) SQL DBA
7 2 (5.13%) .NET Developer
7 2 (5.13%) JavaScript Developer
7 2 (5.13%) Junior
7 2 (5.13%) Junior Software Engineer
7 2 (5.13%) PHP Developer
7 2 (5.13%) Senior Software Engineer
8 1 (2.56%) Database Engineer
Libraries, Frameworks & Software Standards
1 21 (53.85%) CSS
2 16 (41.03%) Node.js
3 15 (38.46%) CSS3
3 15 (38.46%) Django
3 15 (38.46%) Ruby on Rails
4 6 (15.38%) .NET
4 6 (15.38%) SOAP
5 5 (12.82%) AngularJS
6 4 (10.26%) HTML
6 4 (10.26%) Pandas
6 4 (10.26%) RESTful
6 4 (10.26%) Sass
7 3 (7.69%) ASP.NET
7 3 (7.69%) ASP.NET Web API
7 3 (7.69%) jQuery
7 3 (7.69%) Laravel
7 3 (7.69%) REST
7 3 (7.69%) WCF
8 2 (5.13%) Gherkin
8 2 (5.13%) LESS
Miscellaneous
1 2 (5.13%) Greenfield Project
1 2 (5.13%) N-Tier
2 1 (2.56%) Algorithms
2 1 (2.56%) Cloud Native
2 1 (2.56%) Computer Science
Operating Systems
1 8 (20.51%) Linux
2 6 (15.38%) Unix
3 2 (5.13%) DC/OS
3 2 (5.13%) Windows
Processes & Methodologies
1 25 (64.10%) Agile Software Development
2 17 (43.59%) DevOps
3 15 (38.46%) Software Engineering
4 12 (30.77%) Coaching
4 12 (30.77%) TDD
5 11 (28.21%) Test Automation
6 8 (20.51%) BDD
6 8 (20.51%) Continuous Integration
7 6 (15.38%) Microservices
7 6 (15.38%) Pair Programming
8 5 (12.82%) Continuous Improvement
8 5 (12.82%) Data Visualisation
8 5 (12.82%) Machine Learning
8 5 (12.82%) Requirements Analysis
8 5 (12.82%) Visualisation
9 4 (10.26%) Business Intelligence
9 4 (10.26%) Econometrics
9 4 (10.26%) Functional Testing
9 4 (10.26%) MapReduce
9 4 (10.26%) Non-Functional Testing
Programming Languages
1 29 (74.36%) SQL
2 23 (58.97%) JavaScript
3 21 (53.85%) Python
4 20 (51.28%) R
5 16 (41.03%) Java
6 15 (38.46%) Go
6 15 (38.46%) Ruby
6 15 (38.46%) Scala
7 6 (15.38%) C#
8 3 (7.69%) PHP
9 2 (5.13%) Groovy
9 2 (5.13%) PHP 5
9 2 (5.13%) TypeScript
10 1 (2.56%) VB
Qualifications
1 1 (2.56%) Degree
1 1 (2.56%) PhD
System Software
1 3 (7.69%) Docker
2 2 (5.13%) Active Directory
3 1 (2.56%) Varnish
Systems Management
1 4 (10.26%) Oracle ZFS
2 2 (5.13%) Kubernetes
2 2 (5.13%) Oracle Enterprise Manager
3 1 (2.56%) Ansible
3 1 (2.56%) Kibana
3 1 (2.56%) Oracle RMAN
Vendors
1 7 (17.95%) Oracle
2 6 (15.38%) Actian
3 5 (12.82%) Splunk
4 4 (10.26%) Tableau
5 3 (7.69%) Microsoft
6 2 (5.13%) Cloudera
6 2 (5.13%) Google
7 1 (2.56%) Perforce
7 1 (2.56%) Talend