Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 25 June 2022 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
25 Jun 2022		 Same period 2021 Same period 2020
Rank 141 65 97
Rank change year-on-year -76 +32 +72
Permanent jobs citing NoSQL 157 216 104
As % of all permanent jobs advertised in Yorkshire 2.06% 3.78% 2.54%
As % of the Database & Business Intelligence category 9.80% 14.44% 9.71%
Number of salaries quoted 76 181 100
10th Percentile £39,375 £40,000 £33,675
25th Percentile £47,500 £45,000 £41,250
Median annual salary (50th Percentile) £56,250 £55,000 £49,750
Median % change year-on-year +2.27% +10.55% -0.50%
75th Percentile £68,750 £65,000 £57,500
90th Percentile £70,000 £68,750 £57,625
England median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,602 1,496 1,071
As % of all permanent IT jobs advertised in Yorkshire 21.06% 26.20% 26.16%
Number of salaries quoted 985 1,219 940
10th Percentile £31,250 £30,000 £31,175
25th Percentile £39,000 £36,520 £35,000
Median annual salary (50th Percentile) £51,250 £47,500 £45,000
Median % change year-on-year +7.89% +5.56% +5.88%
75th Percentile £65,000 £60,000 £57,500
90th Percentile £80,000 £68,750 £65,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

NoSQL
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Salary Trend in Yorkshire

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

Salary trend for NoSQL in Yorkshire

NoSQL
Salary Histogram in Yorkshire

Salary distribution for jobs citing NoSQL in Yorkshire over the 6 months to 25 June 2022.

Salary histogram for NoSQL in Yorkshire

NoSQL
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Yorkshire region over the 6 months to 25 June 2022. 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
Jobs
West Yorkshire -102 77 £65,000 +18.18% 18
North Yorkshire +23 41 £45,000 - 3
South Yorkshire -24 38 £52,500 -4.55% 5
NoSQL
England

For the 6 months to 25 June 2022, 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 Yorkshire region with a requirement for NoSQL.

1 117 (74.52%) SQL
2 88 (56.05%) Java
3 87 (55.41%) AWS
4 81 (51.59%) Social Skills
5 77 (49.04%) Agile
6 68 (43.31%) JavaScript
7 62 (39.49%) Software Engineering
7 62 (39.49%) DevOps
8 49 (31.21%) Degree
8 49 (31.21%) Docker
9 41 (26.11%) Python
10 39 (24.84%) Git (software)
10 39 (24.84%) Test Automation
10 39 (24.84%) Serverless
11 37 (23.57%) Azure
11 37 (23.57%) TDD
12 36 (22.93%) CI/CD
13 35 (22.29%) Ruby
13 35 (22.29%) Node.js
14 34 (21.66%) .NET
15 33 (21.02%) MySQL
16 29 (18.47%) Pair Programming
16 29 (18.47%) TypeScript
16 29 (18.47%) React
17 28 (17.83%) Kubernetes
17 28 (17.83%) Finance
17 28 (17.83%) OO
18 27 (17.20%) Marketing
18 27 (17.20%) Continuous Integration
19 26 (16.56%) Algorithms

NoSQL
Co-occurring IT Skills in Yorkshire 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 17 (10.83%) CMS
1 17 (10.83%) Headless CMS
2 11 (7.01%) Apache Spark
3 10 (6.37%) Apache
4 4 (2.55%) Elasticsearch
5 2 (1.27%) Apache Pig
5 2 (1.27%) nginx
6 1 (0.64%) SAS
Cloud Services
1 87 (55.41%) AWS
2 39 (24.84%) Serverless
3 37 (23.57%) Azure
4 22 (14.01%) AWS Lambda
5 21 (13.38%) Amazon S3
6 19 (12.10%) Amazon EC2
6 19 (12.10%) SaaS
7 18 (11.46%) GitHub
8 17 (10.83%) Amplience
9 16 (10.19%) IaaS
10 15 (9.55%) Amazon ELB
10 15 (9.55%) Route 53
10 15 (9.55%) Virtual Private Cloud
11 7 (4.46%) Amazon ECS
11 7 (4.46%) AWS CloudFormation
12 4 (2.55%) Amazon EKS
13 3 (1.91%) Amazon CloudWatch
13 3 (1.91%) Power Platform
14 2 (1.27%) Azure Cosmos DB
14 2 (1.27%) GCP
Communications & Networking
1 10 (6.37%) AMQP
2 6 (3.82%) DNS
3 4 (2.55%) DKIM
3 4 (2.55%) DMARC
3 4 (2.55%) HTTP
3 4 (2.55%) SSL
4 2 (1.27%) Firewall
5 1 (0.64%) Internet
Database & Business Intelligence
1 33 (21.02%) MySQL
2 21 (13.38%) Amazon RDS
2 21 (13.38%) SQL Server
3 16 (10.19%) Redis
4 12 (7.64%) Big Data
5 11 (7.01%) Hadoop
6 10 (6.37%) Relational Database
7 9 (5.73%) Apache Accumulo
8 8 (5.10%) Data Warehouse
9 7 (4.46%) PostgreSQL
10 5 (3.18%) Data Lake
10 5 (3.18%) RDBMS
11 4 (2.55%) MongoDB
12 3 (1.91%) Amazon DynamoDB
12 3 (1.91%) Apache Cassandra
12 3 (1.91%) Enterprise Data Warehouse
12 3 (1.91%) Metadata
12 3 (1.91%) OLAP
12 3 (1.91%) Power BI
13 2 (1.27%) Data Mining
Development Applications
1 39 (24.84%) Git (software)
2 24 (15.29%) Mercurial
2 24 (15.29%) Subversion
3 13 (8.28%) Jenkins
4 5 (3.18%) JIRA
5 4 (2.55%) Visual Studio
6 3 (1.91%) Maven
7 2 (1.27%) Atlassian Bamboo
7 2 (1.27%) JMeter
7 2 (1.27%) Locust
8 1 (0.64%) Bitbucket
8 1 (0.64%) Cucumber
8 1 (0.64%) Cypress.io
8 1 (0.64%) GitLab
8 1 (0.64%) Pa11y
8 1 (0.64%) Postman
8 1 (0.64%) Selenium
8 1 (0.64%) SpecFlow
8 1 (0.64%) TeamCity
General
1 81 (51.59%) Social Skills
2 28 (17.83%) Finance
3 27 (17.20%) Marketing
4 21 (13.38%) Games
5 16 (10.19%) Organisational Skills
6 15 (9.55%) Influencing Skills
7 11 (7.01%) Analytical Skills
8 9 (5.73%) Presentation Skills
9 7 (4.46%) Banking
9 7 (4.46%) Retail Banking
10 5 (3.18%) Inclusion and Diversity
11 2 (1.27%) Advertising
11 2 (1.27%) Law
12 1 (0.64%) Documentation Skills
12 1 (0.64%) Fire and Rescue
12 1 (0.64%) Legal
12 1 (0.64%) Police
12 1 (0.64%) Public Sector
12 1 (0.64%) Telecoms
Job Titles
1 58 (36.94%) Software Engineer
2 28 (17.83%) Developer
3 25 (15.92%) Architect
3 25 (15.92%) Java Engineer
3 25 (15.92%) Java Software Engineer
4 17 (10.83%) Graduate
4 17 (10.83%) Graduate Software Engineer
5 15 (9.55%) AWS Architect
5 15 (9.55%) Azure Engineer
5 15 (9.55%) Cloud Architect
5 15 (9.55%) IT Architect
6 13 (8.28%) Java Developer
7 12 (7.64%) DevOps Engineer
7 12 (7.64%) Senior Developer
8 11 (7.01%) Senior Java Developer
9 9 (5.73%) DBA
9 9 (5.73%) SQL DBA
10 7 (4.46%) Administrator
11 6 (3.82%) Solutions Architect
12 4 (2.55%) .NET Developer
Libraries, Frameworks & Software Standards
1 35 (22.29%) Node.js
2 34 (21.66%) .NET
3 29 (18.47%) React
4 20 (12.74%) Spring
5 18 (11.46%) CSS
5 18 (11.46%) HTML
6 16 (10.19%) .NET Framework
7 11 (7.01%) Spring Boot
8 9 (5.73%) LAMP
8 9 (5.73%) Spring Cloud
9 8 (5.10%) AngularJS
9 8 (5.10%) Ruby on Rails
10 7 (4.46%) Redux
10 7 (4.46%) RESTful
11 5 (3.18%) REST
11 5 (3.18%) Twitter Bootstrap
11 5 (3.18%) XML
12 4 (2.55%) ASP.NET
12 4 (2.55%) Sass
12 4 (2.55%) Vue.js
Miscellaneous
1 26 (16.56%) Algorithms
2 25 (15.92%) Data Structures
3 20 (12.74%) Cloud Native
4 7 (4.46%) Social Media
5 3 (1.91%) Cyber Defence
5 3 (1.91%) Cyberattack
5 3 (1.91%) Data Protection Act
5 3 (1.91%) Self-Motivation
6 2 (1.27%) Greenfield Project
6 2 (1.27%) Private Cloud
6 2 (1.27%) User Experience
7 1 (0.64%) CCTV
7 1 (0.64%) e-Learning
7 1 (0.64%) IoT
7 1 (0.64%) Legacy Code
7 1 (0.64%) Management Information System
7 1 (0.64%) Mobile App
7 1 (0.64%) Public Cloud
7 1 (0.64%) Video Conferencing
7 1 (0.64%) Virtual Team
Operating Systems
1 19 (12.10%) Linux
2 9 (5.73%) Unix
3 8 (5.10%) Windows
4 7 (4.46%) Windows Server
4 7 (4.46%) Windows Server 2012
4 7 (4.46%) Windows Server 2016
5 1 (0.64%) VMS
Processes & Methodologies
1 77 (49.04%) Agile
2 62 (39.49%) DevOps
2 62 (39.49%) Software Engineering
3 39 (24.84%) Test Automation
4 37 (23.57%) TDD
5 36 (22.93%) CI/CD
6 29 (18.47%) Pair Programming
7 28 (17.83%) OO
8 27 (17.20%) Continuous Integration
9 26 (16.56%) Decision-Making
10 23 (14.65%) Computer Science
11 22 (14.01%) Continuous Delivery
12 21 (13.38%) Business Intelligence
12 21 (13.38%) SOLID
13 20 (12.74%) Infrastructure as Code
13 20 (12.74%) Microservices
14 19 (12.10%) Coaching
15 17 (10.83%) Content Management
15 17 (10.83%) High Availability
15 17 (10.83%) Time Management
Programming Languages
1 117 (74.52%) SQL
2 88 (56.05%) Java
3 68 (43.31%) JavaScript
4 41 (26.11%) Python
5 35 (22.29%) Ruby
6 29 (18.47%) TypeScript
7 25 (15.92%) C#
8 22 (14.01%) Go
9 10 (6.37%) R
10 9 (5.73%) Perl
11 4 (2.55%) Bash
11 4 (2.55%) Scala
12 3 (1.91%) C++
12 3 (1.91%) T-SQL
13 2 (1.27%) ANSI SQL
14 1 (0.64%) ES6
14 1 (0.64%) ES7
14 1 (0.64%) Kotlin
14 1 (0.64%) MATLAB
14 1 (0.64%) PHP
Qualifications
1 49 (31.21%) Degree
2 22 (14.01%) Computer Science Degree
3 13 (8.28%) Security Cleared
4 2 (1.27%) Master's Degree
5 1 (0.64%) AWS Certification
5 1 (0.64%) DBS Check
5 1 (0.64%) SC Cleared
Quality Assurance & Compliance
1 4 (2.55%) Data Quality
2 3 (1.91%) Accessibility
2 3 (1.91%) QA
3 2 (1.27%) SLA
4 1 (0.64%) GDPR
System Software
1 49 (31.21%) Docker
2 2 (1.27%) Apache Flume
2 2 (1.27%) Apache ZooKeeper
Systems Management
1 28 (17.83%) Kubernetes
2 9 (5.73%) Opscode Chef
2 9 (5.73%) Puppet
3 4 (2.55%) Kibana
3 4 (2.55%) Terraform
Vendors
1 14 (8.92%) Microsoft
2 12 (7.64%) Oracle
3 9 (5.73%) Checkmarx
4 2 (1.27%) Databricks
4 2 (1.27%) Google
4 2 (1.27%) Hortonworks
4 2 (1.27%) Informatica