Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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
UK > Wales
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 79 92 129
Rank change year-on-year +13 +37 -5
Permanent jobs citing NoSQL 64 66 29
As % of all permanent IT jobs advertised in Wales 3.15% 2.50% 1.05%
As % of the Database & Business Intelligence category 11.19% 8.46% 3.66%
Number of salaries quoted 60 56 21
Wales median annual salary £40,000 £51,250 £35,000
Median salary % change year-on-year -21.95% +46.43% -6.67%
10th Percentile £29,740 £31,250 £27,500
90th Percentile £55,349 £85,000 £56,250
UK median annual salary £55,000 £55,000 £55,000

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 Wales with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Wales
Permanent vacancies with a requirement for database or business intelligence skills 572 780 792
As % of all permanent IT jobs advertised in Wales 28.18% 29.57% 28.78%
Number of salaries quoted 515 665 672
Wales median annual salary £38,750 £40,000 £35,000
Median salary % change year-on-year -3.13% +14.29% -
10th Percentile £23,600 £25,000 £23,000
90th Percentile £55,000 £55,000 £47,500
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

NoSQL
Job Vacancy Trend in Wales

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

Job vacancy trend for NoSQL in Wales

NoSQL
Salary Trend in Wales

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

Salary trend for NoSQL in Wales

NoSQL
Salary Histogram in Wales

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

Salary histogram for NoSQL in Wales

NoSQL
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the 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
South Wales +8 39 £41,250 -21.43%
West Wales - 14 £40,000 - 1
North Wales - 11 £40,000 - 1
NoSQL
UK

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 Wales region with a requirement for NoSQL.

1 50 (78.13%) Agile Software Development
2 40 (62.50%) Node.js
3 39 (60.94%) Ruby
4 36 (56.25%) TDD
4 36 (56.25%) SQL Server
5 35 (54.69%) Git (software)
6 32 (50.00%) BDD
7 31 (48.44%) C#
7 31 (48.44%) .NET
8 29 (45.31%) SQL
8 29 (45.31%) MVC
9 28 (43.75%) ASP.NET
9 28 (43.75%) RESTful
9 28 (43.75%) WCF
9 28 (43.75%) ASP.NET Web API
10 27 (42.19%) ASP.NET MVC
10 27 (42.19%) Entity Framework
10 27 (42.19%) .NET Framework
11 25 (39.06%) ASP.NET MVC 5
12 24 (37.50%) Code First Entity Framework
12 24 (37.50%) SQL Server 2016
12 24 (37.50%) Web Application Development
13 23 (35.94%) JavaScript
14 21 (32.81%) CSS
14 21 (32.81%) Python
15 20 (31.25%) R
15 20 (31.25%) Hadoop
16 18 (28.13%) SaaS
17 17 (26.56%) DevOps
18 16 (25.00%) PaaS

NoSQL
Co-occurring IT Skills in 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 (23.44%) Apache Spark
2 6 (9.38%) SharePoint
3 5 (7.81%) WebLogic
4 4 (6.25%) Apache Pig
5 2 (3.13%) Elasticsearch
6 1 (1.56%) Apache
6 1 (1.56%) Cloud Foundry
6 1 (1.56%) nginx
Cloud Services
1 18 (28.13%) SaaS
2 16 (25.00%) PaaS
3 6 (9.38%) Microsoft Azure
4 3 (4.69%) Amazon AWS
5 1 (1.56%) IaaS
5 1 (1.56%) npm
Communications & Networking
1 5 (7.81%) SAN
2 4 (6.25%) NAS
3 2 (3.13%) DNS
3 2 (3.13%) Firewall
3 2 (3.13%) TCP/IP
4 1 (1.56%) Ethernet
4 1 (1.56%) Wireless
Database & Business Intelligence
1 36 (56.25%) SQL Server
2 24 (37.50%) SQL Server 2016
3 20 (31.25%) Hadoop
4 14 (21.88%) MongoDB
4 14 (21.88%) Relational Database
5 9 (14.06%) PostgreSQL
6 6 (9.38%) Ingres
7 5 (7.81%) Oracle Exadata
8 4 (6.25%) Apache Hive
8 4 (6.25%) Big Data
8 4 (6.25%) QlikView
8 4 (6.25%) Spotfire
9 3 (4.69%) Couchbase
9 3 (4.69%) Redis
10 2 (3.13%) MariaDB
10 2 (3.13%) MySQL
11 1 (1.56%) Data Mining
11 1 (1.56%) DB2
11 1 (1.56%) Neo4j
11 1 (1.56%) SQL Server Integration Services
Development Applications
1 35 (54.69%) Git (software)
2 4 (6.25%) Selenium
3 3 (4.69%) Subversion
4 2 (3.13%) Bitbucket
4 2 (3.13%) JMeter
4 2 (3.13%) SpecFlow
4 2 (3.13%) WebDriver
4 2 (3.13%) Xdebug
5 1 (1.56%) Bower
5 1 (1.56%) Jenkins
5 1 (1.56%) Maven
5 1 (1.56%) Talend Open Studio
5 1 (1.56%) Vagrant
5 1 (1.56%) Visual Studio
General
1 10 (15.63%) Marketing
2 4 (6.25%) Games
3 2 (3.13%) Finance
4 1 (1.56%) Financial Institution
4 1 (1.56%) Legal
4 1 (1.56%) Retail
Job Titles
1 41 (64.06%) Developer
2 26 (40.63%) .NET Developer
3 16 (25.00%) C# Developer
4 14 (21.88%) ASP.NET Developer
4 14 (21.88%) ASP.NET MVC Developer
4 14 (21.88%) C# .NET Developer
4 14 (21.88%) C# ASP.NET Developer
5 10 (15.63%) .NET Software Developer
6 9 (14.06%) Senior Developer
7 7 (10.94%) Lead Developer
8 6 (9.38%) Software Engineer
9 4 (6.25%) Administrator
9 4 (6.25%) Analyst
9 4 (6.25%) Data Analyst
9 4 (6.25%) DBA
9 4 (6.25%) Technical Analyst
9 4 (6.25%) Technical Leader
10 3 (4.69%) Oracle DBA
10 3 (4.69%) PostgreSQL DBA
10 3 (4.69%) SQL DBA
Libraries, Frameworks & Software Standards
1 40 (62.50%) Node.js
2 31 (48.44%) .NET
3 28 (43.75%) ASP.NET
3 28 (43.75%) ASP.NET Web API
3 28 (43.75%) RESTful
3 28 (43.75%) WCF
4 27 (42.19%) .NET Framework
4 27 (42.19%) ASP.NET MVC
4 27 (42.19%) Entity Framework
5 25 (39.06%) ASP.NET MVC 5
6 24 (37.50%) Code First Entity Framework
7 21 (32.81%) CSS
8 15 (23.44%) CSS3
8 15 (23.44%) Django
8 15 (23.44%) Ruby on Rails
9 10 (15.63%) WPF
10 6 (9.38%) SOAP
11 5 (7.81%) AngularJS
12 4 (6.25%) Pandas
12 4 (6.25%) Sass
Miscellaneous
1 14 (21.88%) Enterprise Software
2 2 (3.13%) Greenfield Project
2 2 (3.13%) N-Tier
3 1 (1.56%) Algorithms
3 1 (1.56%) Cloud Native
3 1 (1.56%) Computer Science
Operating Systems
1 8 (12.50%) Linux
2 6 (9.38%) Unix
3 2 (3.13%) DC/OS
3 2 (3.13%) Windows
Processes & Methodologies
1 50 (78.13%) Agile Software Development
2 36 (56.25%) TDD
3 32 (50.00%) BDD
4 29 (45.31%) MVC
5 24 (37.50%) Web Application Development
6 17 (26.56%) DevOps
7 15 (23.44%) Software Engineering
8 12 (18.75%) Coaching
9 11 (17.19%) Test Automation
10 8 (12.50%) Continuous Integration
11 6 (9.38%) Microservices
11 6 (9.38%) Pair Programming
12 5 (7.81%) Continuous Improvement
12 5 (7.81%) Data Visualisation
12 5 (7.81%) Machine Learning
12 5 (7.81%) Requirements Analysis
12 5 (7.81%) Visualisation
13 4 (6.25%) Business Intelligence
13 4 (6.25%) Econometrics
13 4 (6.25%) MapReduce
Programming Languages
1 39 (60.94%) Ruby
2 31 (48.44%) C#
3 29 (45.31%) SQL
4 23 (35.94%) JavaScript
5 21 (32.81%) Python
6 20 (31.25%) R
7 16 (25.00%) Java
8 15 (23.44%) Go
8 15 (23.44%) Scala
9 3 (4.69%) PHP
10 2 (3.13%) Groovy
10 2 (3.13%) PHP 5
10 2 (3.13%) TypeScript
11 1 (1.56%) VB
Qualifications
1 1 (1.56%) Degree
1 1 (1.56%) PhD
System Software
1 3 (4.69%) Docker
2 2 (3.13%) Active Directory
3 1 (1.56%) Varnish
Systems Management
1 4 (6.25%) Oracle ZFS
2 2 (3.13%) Kubernetes
2 2 (3.13%) Oracle Enterprise Manager
3 1 (1.56%) Ansible
3 1 (1.56%) Kibana
3 1 (1.56%) Oracle RMAN
Vendors
1 7 (10.94%) Oracle
2 6 (9.38%) Actian
3 5 (7.81%) Splunk
4 4 (6.25%) Microsoft
4 4 (6.25%) Tableau
5 2 (3.13%) Cloudera
5 2 (3.13%) Google
6 1 (1.56%) Perforce
6 1 (1.56%) Talend
6 1 (1.56%) Teradata