Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 14 June 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 14 June 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
14 Jun 2021		 Same period 2020 Same period 2019
Rank 77 95 163
Rank change year-on-year +18 +68 -72
Permanent jobs citing NoSQL 200 113 155
As % of all permanent jobs advertised in Yorkshire 3.53% 2.66% 2.04%
As % of the Database & Business Intelligence category 13.97% 10.18% 8.18%
Number of salaries quoted 178 108 140
10th Percentile £40,000 £33,525 £35,000
25th Percentile £45,000 £41,250 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £65,000 £57,500 £61,250
90th Percentile £67,950 £57,875 £65,000
England median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +13.64%

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 1,432 1,110 1,895
As % of all permanent IT jobs advertised in Yorkshire 25.29% 26.11% 24.97%
Number of salaries quoted 1,197 972 1,711
10th Percentile £30,000 £31,250 £29,357
25th Percentile £36,750 £36,250 £33,750
Median annual salary (50th Percentile) £47,500 £45,000 £42,500
Median % change year-on-year +5.56% +5.88% -
75th Percentile £60,000 £57,500 £53,000
90th Percentile £67,500 £65,000 £61,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +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 14 June 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 14 June 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 +32 142 £55,000 +10.00% 18
South Yorkshire -13 58 £55,000 +15.79% 9
NoSQL
England

For the 6 months to 14 June 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.

1 161 (80.50%) SQL
2 154 (77.00%) Software Engineering
3 151 (75.50%) Java
4 102 (51.00%) Python
5 98 (49.00%) Continuous Integration
5 98 (49.00%) Git (software)
6 94 (47.00%) Degree
7 89 (44.50%) C#
8 85 (42.50%) OO
9 80 (40.00%) JavaScript
9 80 (40.00%) Subversion
9 80 (40.00%) Mercurial
10 70 (35.00%) AWS
11 62 (31.00%) Node.js
12 58 (29.00%) PostgreSQL
13 55 (27.50%) Big Data
14 54 (27.00%) Social Skills
15 52 (26.00%) Decision-Making
15 52 (26.00%) Test Automation
16 49 (24.50%) Mathematics
16 49 (24.50%) TDD
17 48 (24.00%) Algorithms
18 47 (23.50%) Jenkins
18 47 (23.50%) Numerate Degree
19 46 (23.00%) Data Structures
20 45 (22.50%) Redis
20 45 (22.50%) RabbitMQ
21 40 (20.00%) Elasticsearch
21 40 (20.00%) Agile Software Development
21 40 (20.00%) nginx

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 (20.00%) Elasticsearch
1 40 (20.00%) nginx
2 9 (4.50%) Apache Spark
3 4 (2.00%) SAS
4 3 (1.50%) Apache
5 2 (1.00%) Apache Airflow
5 2 (1.00%) Luigi
6 1 (0.50%) JBoss
6 1 (0.50%) Jetty
6 1 (0.50%) Tomcat
6 1 (0.50%) WebLogic
6 1 (0.50%) WebSphere
Cloud Services
1 70 (35.00%) AWS
2 27 (13.50%) Azure
3 6 (3.00%) Serverless
4 4 (2.00%) Amazon EC2
4 4 (2.00%) AWS CloudFormation
4 4 (2.00%) GCP
5 3 (1.50%) Amazon Kinesis
5 3 (1.50%) Amazon SQS
5 3 (1.50%) Azure Data Factory
5 3 (1.50%) Azure Synapse Analytics
5 3 (1.50%) PaaS
6 2 (1.00%) Amazon S3
6 2 (1.00%) AWS Lambda
6 2 (1.00%) SaaS
7 1 (0.50%) IaaS
7 1 (0.50%) NuGet
Communications & Networking
1 5 (2.50%) Broadband
2 3 (1.50%) SAN
3 1 (0.50%) AMQP
Database & Business Intelligence
1 58 (29.00%) PostgreSQL
2 55 (27.50%) Big Data
3 45 (22.50%) Redis
4 20 (10.00%) MongoDB
5 16 (8.00%) MySQL
6 8 (4.00%) Amazon DynamoDB
7 7 (3.50%) Hadoop
8 6 (3.00%) Relational Database
9 5 (2.50%) Amazon Athena
9 5 (2.50%) Amazon Redshift
10 4 (2.00%) BigQuery
10 4 (2.00%) Oracle Database
10 4 (2.00%) RDBMS
11 3 (1.50%) Apache Cassandra
11 3 (1.50%) HBase
11 3 (1.50%) Informix
11 3 (1.50%) SQL Server
12 2 (1.00%) Azkaban
12 2 (1.00%) Couchbase
12 2 (1.00%) Flink
Development Applications
1 98 (49.00%) Git (software)
2 80 (40.00%) Mercurial
2 80 (40.00%) Subversion
3 47 (23.50%) Jenkins
4 5 (2.50%) webpack
5 4 (2.00%) Mocha
6 3 (1.50%) Babel
6 3 (1.50%) GoCD
7 2 (1.00%) GitLab
8 1 (0.50%) git-flow
8 1 (0.50%) JIRA
8 1 (0.50%) Storybook
8 1 (0.50%) Vagrant
8 1 (0.50%) Visual Studio
General
1 54 (27.00%) Social Skills
2 14 (7.00%) Public Sector
3 6 (3.00%) Games
3 6 (3.00%) Marketing
4 5 (2.50%) Finance
5 2 (1.00%) Digital Economy
5 2 (1.00%) Retail
6 1 (0.50%) Presentation Skills
Job Titles
1 147 (73.50%) Software Engineer
2 49 (24.50%) Java Engineer
2 49 (24.50%) Java Software Engineer
3 41 (20.50%) Python Engineer
4 40 (20.00%) Python Software Engineer
5 21 (10.50%) Developer
6 16 (8.00%) Architect
7 11 (5.50%) Data Engineer
8 9 (4.50%) Azure Architect
9 7 (3.50%) Senior Software Engineer
10 6 (3.00%) Full Stack Developer
10 6 (3.00%) PHP Developer
10 6 (3.00%) Principal Engineer
10 6 (3.00%) Solutions Architect
11 5 (2.50%) React Developer
12 4 (2.00%) .NET Developer
12 4 (2.00%) Software Developer
13 3 (1.50%) C# Developer
13 3 (1.50%) Principal Software Engineer
13 3 (1.50%) Python Developer
Libraries, Frameworks & Software Standards
1 62 (31.00%) Node.js
2 45 (22.50%) RabbitMQ
3 21 (10.50%) Kafka
3 21 (10.50%) React
4 9 (4.50%) JSON
4 9 (4.50%) REST
4 9 (4.50%) Vue.js
5 8 (4.00%) .NET
5 8 (4.00%) AngularJS
5 8 (4.00%) CSS
6 7 (3.50%) Django
6 7 (3.50%) Flask
6 7 (3.50%) HTML
7 6 (3.00%) Spring
7 6 (3.00%) Spring Boot
8 5 (2.50%) CodeIgniter
8 5 (2.50%) RESTful
8 5 (2.50%) Spring Batch
8 5 (2.50%) Spring Security
9 4 (2.00%) Apache Camel
Miscellaneous
1 48 (24.00%) Algorithms
2 46 (23.00%) Data Structures
3 13 (6.50%) Linux Command Line
4 10 (5.00%) NHS
5 8 (4.00%) Greenfield Project
6 6 (3.00%) User Experience
7 5 (2.50%) Mobile App
7 5 (2.50%) Social Media
8 4 (2.00%) Data Protection Act
8 4 (2.00%) Over-the-Top Content
9 3 (1.50%) Data Centre
10 2 (1.00%) CCTV
11 1 (0.50%) Public Cloud
Operating Systems
1 12 (6.00%) Linux
2 4 (2.00%) Red Hat Enterprise Linux
3 1 (0.50%) Unix
Processes & Methodologies
1 154 (77.00%) Software Engineering
2 98 (49.00%) Continuous Integration
3 85 (42.50%) OO
4 52 (26.00%) Decision-Making
4 52 (26.00%) Test Automation
5 49 (24.50%) Mathematics
5 49 (24.50%) TDD
6 40 (20.00%) Agile Software Development
7 15 (7.50%) Microservices
8 14 (7.00%) Scrum
9 12 (6.00%) BDD
9 12 (6.00%) DevOps
10 11 (5.50%) Data Engineering
10 11 (5.50%) Mentoring
11 10 (5.00%) Biometrics
11 10 (5.00%) Re-Platforming
11 10 (5.00%) Web Development
12 9 (4.50%) Data Modelling
12 9 (4.50%) Data Pipeline
12 9 (4.50%) SOLID
Programming Languages
1 161 (80.50%) SQL
2 151 (75.50%) Java
3 102 (51.00%) Python
4 89 (44.50%) C#
5 80 (40.00%) JavaScript
6 38 (19.00%) C++
7 13 (6.50%) PHP
8 10 (5.00%) Bash Shell
8 10 (5.00%) PowerShell
9 6 (3.00%) R
9 6 (3.00%) TypeScript
10 5 (2.50%) Scala
11 3 (1.50%) Kotlin
11 3 (1.50%) PHP 7
12 1 (0.50%) C
12 1 (0.50%) ES6
12 1 (0.50%) Go
Qualifications
1 94 (47.00%) Degree
2 47 (23.50%) Numerate Degree
3 5 (2.50%) SC Cleared
3 5 (2.50%) Security Cleared
4 4 (2.00%) DBS Check
Quality Assurance & Compliance
1 3 (1.50%) QA
System Software
1 15 (7.50%) Docker
2 1 (0.50%) Microsoft Virtual Server
2 1 (0.50%) Virtual Servers
Systems Management
1 36 (18.00%) Ansible
2 18 (9.00%) Kubernetes
3 15 (7.50%) Terraform
4 8 (4.00%) Opscode Chef
5 4 (2.00%) Prometheus
6 3 (1.50%) Grafana
6 3 (1.50%) Graphite
7 2 (1.00%) Puppet
8 1 (0.50%) Cobbler
8 1 (0.50%) Icinga
8 1 (0.50%) Nagios
Vendors
1 12 (6.00%) Splunk
2 7 (3.50%) Databricks
3 5 (2.50%) Microsoft
4 4 (2.00%) Oracle
4 4 (2.00%) Red Hat
5 3 (1.50%) Remedy
6 1 (0.50%) Google
6 1 (0.50%) IBM
6 1 (0.50%) MuleSoft
6 1 (0.50%) OpenText
6 1 (0.50%) TIBCO