Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 2 August 2021

The following table provides summary statistics for permanent job vacancies advertised in Northern Ireland 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 2 August 2021 with a comparison to the same period in the previous 2 years.

NoSQL
UK > Northern Ireland
6 months to
2 Aug 2021		 Same period 2020 Same period 2019
Rank 33 44 43
Rank change year-on-year +11 -1 +9
Permanent jobs citing NoSQL 62 11 33
As % of all permanent jobs advertised in Northern Ireland 9.70% 3.00% 5.28%
As % of the Database & Business Intelligence category 26.84% 15.28% 17.10%
Number of salaries quoted 25 1 26
10th Percentile £37,500 " £40,000
25th Percentile £50,000 £52,500 £42,188
Median annual salary (50th Percentile) £80,000 £55,000 £50,000
Median % change year-on-year +45.45% +10.00% -23.08%
75th Percentile £82,500 £57,500 £52,813
90th Percentile £87,500 " £58,125
UK median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +9.09%

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 Northern Ireland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Northern Ireland
Permanent vacancies with a requirement for database or business intelligence skills 231 72 193
As % of all permanent IT jobs advertised in Northern Ireland 36.15% 19.62% 30.88%
Number of salaries quoted 112 12 104
10th Percentile £27,500 £32,750 £27,500
25th Percentile £31,250 £36,875 £35,000
Median annual salary (50th Percentile) £47,250 £45,000 £47,500
Median % change year-on-year +5.00% -5.26% +35.71%
75th Percentile £77,500 £58,125 £56,563
90th Percentile £82,500 £60,000 £67,891
UK median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

NoSQL
Job Vacancy Trend in Northern Ireland

Job postings citing NoSQL as a proportion of all IT jobs advertised in Northern Ireland.

Job vacancy trend for NoSQL in Northern Ireland

NoSQL
Salary Trend in Northern Ireland

3-month moving average salary quoted in jobs citing NoSQL in Northern Ireland.

Salary trend for NoSQL in Northern Ireland

NoSQL
Salary Histogram in Northern Ireland

Salary distribution for jobs citing NoSQL in Northern Ireland over the 6 months to 2 August 2021.

Salary histogram for NoSQL in Northern Ireland

NoSQL
Job Locations in Northern Ireland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Northern Ireland region over the 6 months to 2 August 2021. 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
County Antrim +11 57 £80,000 +45.45% 7
County Down - 4 - -
NoSQL
UK

For the 6 months to 2 August 2021, 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 Northern Ireland region with a requirement for NoSQL.

1 47 (75.81%) Python
2 45 (72.58%) AWS
2 45 (72.58%) Microservices
3 43 (69.35%) Artificial Intelligence
4 41 (66.13%) Deep Learning
4 41 (66.13%) Computer Vision
5 37 (59.68%) SQL
6 36 (58.06%) Computer Science
6 36 (58.06%) AngularJS
7 33 (53.23%) Software Engineering
7 33 (53.23%) Cloud Computing
8 29 (46.77%) QA
9 27 (43.55%) Scrum
9 27 (43.55%) Analytics
9 27 (43.55%) Data Analytics
10 25 (40.32%) Azure
10 25 (40.32%) Collaborative Working
11 24 (38.71%) Greenfield Project
12 23 (37.10%) Threat Analysis
12 23 (37.10%) Kubernetes
12 23 (37.10%) Cybersecurity
12 23 (37.10%) Docker
12 23 (37.10%) PhD
12 23 (37.10%) Linux
12 23 (37.10%) C++
12 23 (37.10%) MySQL
12 23 (37.10%) Software Testing
12 23 (37.10%) Google
13 22 (35.48%) Amazon S3
13 22 (35.48%) AWS CloudFormation

NoSQL
Co-occurring IT Skills in Northern Ireland 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 2 (3.23%) CMS
1 2 (3.23%) Headless CMS
Business Applications
1 4 (6.45%) Payment Gateway
Cloud Services
1 45 (72.58%) AWS
2 33 (53.23%) Cloud Computing
3 25 (40.32%) Azure
4 22 (35.48%) Amazon S3
4 22 (35.48%) AWS CloudFormation
4 22 (35.48%) Serverless
5 19 (30.65%) SaaS
6 18 (29.03%) AWS Lambda
6 18 (29.03%) CloudFront
7 2 (3.23%) npm
Communications & Networking
1 4 (6.45%) Intrusion Detection
1 4 (6.45%) SMS
Database & Business Intelligence
1 23 (37.10%) MySQL
2 22 (35.48%) Amazon Aurora
2 22 (35.48%) Amazon DynamoDB
3 18 (29.03%) Amazon RDS
3 18 (29.03%) Big Data
3 18 (29.03%) MongoDB
4 4 (6.45%) Amazon Athena
4 4 (6.45%) Amazon QuickSight
4 4 (6.45%) CouchDB
4 4 (6.45%) Oracle Database
5 2 (3.23%) SQL Server
Development Applications
1 18 (29.03%) Jenkins
2 7 (11.29%) Git (software)
3 5 (8.06%) Selenium
3 5 (8.06%) Team Foundation Server
4 2 (3.23%) Grunt
4 2 (3.23%) gulp
4 2 (3.23%) Visual Studio
4 2 (3.23%) webpack
General
1 18 (29.03%) Analytical Skills
2 7 (11.29%) Public Sector
3 4 (6.45%) Finance
3 4 (6.45%) Social Skills
Job Titles
1 28 (45.16%) Software Engineer
2 27 (43.55%) Cloud Engineer
3 23 (37.10%) Cloud Software Engineer
4 18 (29.03%) Python Engineer
5 15 (24.19%) Principal Cloud Engineer
5 15 (24.19%) Principal Engineer
5 15 (24.19%) Principal Software Engineer
6 9 (14.52%) Developer
7 6 (9.68%) Full Stack Developer
8 4 (6.45%) AWS Engineer
8 4 (6.45%) Senior Cloud Engineer
9 3 (4.84%) Web Engineer
10 2 (3.23%) .NET Developer
10 2 (3.23%) Graduate
10 2 (3.23%) Senior Web Engineer
11 1 (1.61%) Graduate Developer
11 1 (1.61%) Graduate Web Developer
11 1 (1.61%) Java Developer
11 1 (1.61%) Python Developer
11 1 (1.61%) Web Developer
Libraries, Frameworks & Software Standards
1 36 (58.06%) AngularJS
2 19 (30.65%) Django
2 19 (30.65%) Flask
3 18 (29.03%) Swagger
3 18 (29.03%) Web Services
4 17 (27.42%) RESTful
5 11 (17.74%) .NET
5 11 (17.74%) REST
6 10 (16.13%) Node.js
6 10 (16.13%) React
7 7 (11.29%) .NET Framework
8 5 (8.06%) Ajax
8 5 (8.06%) ASP.NET
8 5 (8.06%) JSON
9 4 (6.45%) CSS
9 4 (6.45%) GraphQL
9 4 (6.45%) HTML
9 4 (6.45%) Spring
9 4 (6.45%) Spring Boot
9 4 (6.45%) Twitter Bootstrap
Miscellaneous
1 24 (38.71%) Greenfield Project
2 18 (29.03%) Tandem
3 8 (12.90%) Self-Motivation
4 5 (8.06%) Mobile App
5 4 (6.45%) Client/Server
5 4 (6.45%) Data Structures
5 4 (6.45%) User Experience
5 4 (6.45%) Virtual Team
6 3 (4.84%) Smart City
Operating Systems
1 23 (37.10%) Linux
Processes & Methodologies
1 45 (72.58%) Microservices
2 43 (69.35%) Artificial Intelligence
3 41 (66.13%) Computer Vision
3 41 (66.13%) Deep Learning
4 36 (58.06%) Computer Science
5 33 (53.23%) Software Engineering
6 27 (43.55%) Analytics
6 27 (43.55%) Data Analytics
6 27 (43.55%) Scrum
7 25 (40.32%) Collaborative Working
8 23 (37.10%) Cybersecurity
8 23 (37.10%) Software Testing
8 23 (37.10%) Threat Analysis
9 22 (35.48%) Infrastructure as Code
10 18 (29.03%) Edge Computing
10 18 (29.03%) Machine Learning
10 18 (29.03%) Mentoring
11 17 (27.42%) User Stories
12 15 (24.19%) Customer Requirements
12 15 (24.19%) Product Management
Programming Languages
1 47 (75.81%) Python
2 37 (59.68%) SQL
3 23 (37.10%) C++
4 12 (19.35%) JavaScript
5 9 (14.52%) TypeScript
6 6 (9.68%) C#
7 5 (8.06%) Java
8 4 (6.45%) PHP
8 4 (6.45%) Scala
Qualifications
1 23 (37.10%) PhD
2 13 (20.97%) Degree
3 5 (8.06%) Computer Science Degree
3 5 (8.06%) HNC
3 5 (8.06%) HND
4 4 (6.45%) AWS Certification
4 4 (6.45%) Numerate Degree
5 1 (1.61%) Security Cleared
Quality Assurance & Compliance
1 29 (46.77%) QA
2 4 (6.45%) GDPR
3 2 (3.23%) Accessibility
System Software
1 23 (37.10%) Docker
Systems Management
1 23 (37.10%) Kubernetes
2 4 (6.45%) Terraform
Vendors
1 23 (37.10%) Google
2 4 (6.45%) Oracle