Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 25 September 2021

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 September 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
25 Sep 2021		 Same period 2020 Same period 2019
Rank 66 69 199
Rank change year-on-year +3 +130 -84
Permanent jobs citing NoSQL 240 97 115
As % of all permanent jobs advertised in Yorkshire 3.73% 3.71% 1.55%
As % of the Database & Business Intelligence category 13.96% 13.06% 6.33%
Number of salaries quoted 182 97 103
10th Percentile £40,000 £35,750 £37,500
25th Percentile £45,000 £42,500 £40,625
Median annual salary (50th Percentile) £55,000 £50,000 £52,500
Median % change year-on-year +10.00% -4.76% +23.53%
75th Percentile £65,000 £60,000 £60,500
90th Percentile £71,250 £65,000 £65,000
England median annual salary £65,000 £60,000 £62,500
% change year-on-year +8.33% -4.00% +8.70%

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 1,719 743 1,817
As % of all permanent IT jobs advertised in Yorkshire 26.70% 28.45% 24.51%
Number of salaries quoted 1,347 672 1,605
10th Percentile £31,150 £31,250 £29,200
25th Percentile £37,500 £36,782 £33,750
Median annual salary (50th Percentile) £47,500 £45,000 £44,000
Median % change year-on-year +5.56% +2.27% +3.53%
75th Percentile £60,000 £55,000 £52,500
90th Percentile £68,750 £65,000 £60,900
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 September 2021.

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 September 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
West Yorkshire -16 164 £55,000 +4.76% 12
South Yorkshire -18 69 £55,000 +22.22% 2
North Yorkshire -4 7 £57,500 +21.05% 3
NoSQL
England

For the 6 months to 25 September 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 Yorkshire region with a requirement for NoSQL.

1 184 (76.67%) SQL
2 155 (64.58%) Software Engineering
3 153 (63.75%) Java
4 110 (45.83%) Git (software)
5 103 (42.92%) Python
6 100 (41.67%) Continuous Integration
7 95 (39.58%) Degree
8 91 (37.92%) JavaScript
9 87 (36.25%) OO
10 84 (35.00%) C#
11 83 (34.58%) Subversion
11 83 (34.58%) Mercurial
12 74 (30.83%) Node.js
13 73 (30.42%) AWS
14 69 (28.75%) TDD
14 69 (28.75%) Social Skills
15 66 (27.50%) Agile Software Development
15 66 (27.50%) Test Automation
16 54 (22.50%) Redis
16 54 (22.50%) Big Data
16 54 (22.50%) Jenkins
16 54 (22.50%) Data Structures
16 54 (22.50%) PostgreSQL
17 52 (21.67%) Algorithms
18 51 (21.25%) Decision-Making
19 48 (20.00%) React
20 47 (19.58%) Mathematics
21 42 (17.50%) RabbitMQ
22 40 (16.67%) Elasticsearch
22 40 (16.67%) Numerate Degree

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 40 (16.67%) Elasticsearch
2 38 (15.83%) nginx
3 16 (6.67%) Apache Spark
4 10 (4.17%) Apache
5 5 (2.08%) Apache Airflow
5 5 (2.08%) Luigi
5 5 (2.08%) SAS
5 5 (2.08%) Tomcat
6 3 (1.25%) Apache Synapse
Applications
1 3 (1.25%) Microsoft Excel
2 1 (0.42%) SPSS
Cloud Services
1 73 (30.42%) AWS
2 36 (15.00%) Azure
3 15 (6.25%) PaaS
4 11 (4.58%) Azure Synapse Analytics
5 9 (3.75%) SaaS
6 8 (3.33%) Azure Data Factory
7 7 (2.92%) Amazon EC2
7 7 (2.92%) Serverless
8 6 (2.50%) Power Platform
9 5 (2.08%) Amazon EMR
9 5 (2.08%) Amazon Kinesis
10 2 (0.83%) GCP
11 1 (0.42%) Amazon Neptune
11 1 (0.42%) Amazon SageMaker
11 1 (0.42%) Amazon SQS
11 1 (0.42%) AWS Lambda
11 1 (0.42%) Azure Functions
Communications & Networking
1 9 (3.75%) Broadband
2 2 (0.83%) HTTP
3 1 (0.42%) SAN
Database & Business Intelligence
1 54 (22.50%) Big Data
1 54 (22.50%) PostgreSQL
1 54 (22.50%) Redis
2 33 (13.75%) MySQL
3 20 (8.33%) MongoDB
4 17 (7.08%) Hadoop
5 16 (6.67%) Relational Database
6 12 (5.00%) Apache Cassandra
7 10 (4.17%) Amazon Redshift
7 10 (4.17%) Metadata
8 8 (3.33%) RDBMS
8 8 (3.33%) SQL Server
9 6 (2.50%) Amazon Athena
9 6 (2.50%) Data Warehouse
9 6 (2.50%) Power BI
10 5 (2.08%) Amazon RDS
10 5 (2.08%) Azkaban
10 5 (2.08%) HBase
10 5 (2.08%) Metadata Repository
11 3 (1.25%) Azure SQL Database
Development Applications
1 110 (45.83%) Git (software)
2 83 (34.58%) Mercurial
2 83 (34.58%) Subversion
3 54 (22.50%) Jenkins
4 19 (7.92%) webpack
5 14 (5.83%) Babel
6 6 (2.50%) JIRA
6 6 (2.50%) Mocha
7 3 (1.25%) GoCD
8 2 (0.83%) Cypress.io
9 1 (0.42%) GitLab
9 1 (0.42%) Storybook
General
1 69 (28.75%) Social Skills
2 17 (7.08%) Public Sector
3 13 (5.42%) Games
4 9 (3.75%) Finance
5 7 (2.92%) Analytical Skills
6 5 (2.08%) Marketing
6 5 (2.08%) Presentation Skills
6 5 (2.08%) Retail
7 3 (1.25%) Electronics
8 2 (0.83%) Banking
8 2 (0.83%) Retail Banking
Job Titles
1 151 (62.92%) Software Engineer
2 51 (21.25%) Java Engineer
2 51 (21.25%) Java Software Engineer
3 38 (15.83%) Python Engineer
3 38 (15.83%) Python Software Engineer
4 31 (12.92%) Developer
5 25 (10.42%) Architect
6 16 (6.67%) Full Stack Developer
6 16 (6.67%) PHP Developer
6 16 (6.67%) Senior Software Engineer
7 15 (6.25%) React Developer
8 10 (4.17%) Azure Architect
8 10 (4.17%) Data Engineer
9 9 (3.75%) Solutions Architect
10 8 (3.33%) Senior Data Engineer
11 5 (2.08%) Administrator
11 5 (2.08%) Analyst
11 5 (2.08%) Data Analyst
11 5 (2.08%) DBA
11 5 (2.08%) Senior Developer
Libraries, Frameworks & Software Standards
1 74 (30.83%) Node.js
2 48 (20.00%) React
3 42 (17.50%) RabbitMQ
4 34 (14.17%) Kafka
5 24 (10.00%) CSS
6 19 (7.92%) HTML
6 19 (7.92%) Redux
7 18 (7.50%) REST
7 18 (7.50%) RESTful
8 15 (6.25%) CodeIgniter
9 10 (4.17%) .NET
9 10 (4.17%) JSON
10 9 (3.75%) Django
10 9 (3.75%) Flask
11 8 (3.33%) GraphQL
11 8 (3.33%) Vue.js
12 7 (2.92%) AngularJS
13 6 (2.50%) LAMP
14 5 (2.08%) Sass
14 5 (2.08%) Symfony
Miscellaneous
1 54 (22.50%) Data Structures
2 52 (21.67%) Algorithms
3 16 (6.67%) Linux Command Line
4 15 (6.25%) Legacy Code
5 14 (5.83%) NHS
5 14 (5.83%) User Experience
6 9 (3.75%) Social Media
7 6 (2.50%) Data Protection Act
7 6 (2.50%) Greenfield Project
8 5 (2.08%) Management Information System
9 4 (1.67%) Over-the-Top Content
10 3 (1.25%) Blog
10 3 (1.25%) Mobile App
10 3 (1.25%) Tandem
11 2 (0.83%) CCTV
11 2 (0.83%) Data Centre
12 1 (0.42%) Legacy Systems
Operating Systems
1 14 (5.83%) Linux
2 1 (0.42%) Unix
Processes & Methodologies
1 155 (64.58%) Software Engineering
2 100 (41.67%) Continuous Integration
3 87 (36.25%) OO
4 69 (28.75%) TDD
5 66 (27.50%) Agile Software Development
5 66 (27.50%) Test Automation
6 51 (21.25%) Decision-Making
7 47 (19.58%) Mathematics
8 33 (13.75%) SOLID
9 30 (12.50%) Scrum
10 24 (10.00%) Full Stack Development
11 22 (9.17%) BDD
11 22 (9.17%) Microservices
12 18 (7.50%) Data Analysis
13 17 (7.08%) MVC
14 16 (6.67%) Unit Testing
15 15 (6.25%) DevOps
15 15 (6.25%) Domain-Driven Design
16 14 (5.83%) Data Pipeline
16 14 (5.83%) Kanban
Programming Languages
1 184 (76.67%) SQL
2 153 (63.75%) Java
3 103 (42.92%) Python
4 91 (37.92%) JavaScript
5 84 (35.00%) C#
6 39 (16.25%) C++
7 36 (15.00%) PHP
8 18 (7.50%) Scala
9 15 (6.25%) Bash Shell
10 14 (5.83%) Kotlin
11 11 (4.58%) TypeScript
12 10 (4.17%) PowerShell
13 7 (2.92%) Go
14 3 (1.25%) T-SQL
15 2 (0.83%) MATLAB
15 2 (0.83%) R
15 2 (0.83%) Ruby
16 1 (0.42%) C
16 1 (0.42%) ES6
Qualifications
1 95 (39.58%) Degree
2 40 (16.67%) Numerate Degree
3 4 (1.67%) DBS Check
Quality Assurance & Compliance
1 6 (2.50%) QA
2 2 (0.83%) Accessibility
System Software
1 27 (11.25%) Docker
2 1 (0.42%) HDFS
Systems Management
1 34 (14.17%) Ansible
2 31 (12.92%) Kubernetes
3 19 (7.92%) Prometheus
4 15 (6.25%) Opscode Chef
5 14 (5.83%) Graphite
6 11 (4.58%) Terraform
7 5 (2.08%) Icinga
7 5 (2.08%) Nagios
8 1 (0.42%) Grafana
Vendors
1 24 (10.00%) Splunk
2 19 (7.92%) Microsoft
3 11 (4.58%) Databricks
4 6 (2.50%) IBM
5 5 (2.08%) Remedy
6 3 (1.25%) NVIDIA
6 3 (1.25%) Oracle
6 3 (1.25%) SAP
7 2 (0.83%) Apple
7 2 (0.83%) Brio
8 1 (0.42%) Alteryx
8 1 (0.42%) Atlassian
8 1 (0.42%) Dataiku
8 1 (0.42%) Google
8 1 (0.42%) MuleSoft
8 1 (0.42%) OpenText