Period
to 7 March 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 7 March 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
7 Mar 2021
Same period 2020 Same period 2019
Rank 57 106 112
Rank change year-on-year +49 +6 -3
Permanent jobs citing NoSQL 192 148 182
As % of all permanent jobs advertised in Yorkshire 4.38% 2.43% 2.54%
As % of the Database & Business Intelligence category 15.66% 9.64% 9.84%
Number of salaries quoted 221 141 181
Median annual salary £52,500 £50,000 £48,463
Median salary % change year-on-year +5.00% +3.17% +0.44%
10th Percentile £40,000 £36,250 £33,750
90th Percentile £65,000 £67,500 £67,500
England median annual salary £60,000 £62,352 £60,000
% change year-on-year -3.77% +3.92% +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 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 1,226 1,536 1,849
As % of all permanent IT jobs advertised in Yorkshire 28.00% 25.18% 25.76%
Number of salaries quoted 1,057 1,314 1,620
Median annual salary £47,500 £46,000 £42,500
Median salary % change year-on-year +3.26% +8.24% -
10th Percentile £31,250 £30,250 £28,500
90th Percentile £65,000 £65,000 £60,000
England median annual salary £55,000 £52,500 £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 7 March 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 7 March 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 +53 129 £52,500 +2.44% 9
South Yorkshire +19 56 £50,000 +5.26% 4
North Yorkshire +2 3 £50,000 -9.09% 2
NoSQL
England

For the 6 months to 7 March 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.

1 158 (82.29%) SQL
2 153 (79.69%) Software Engineering
3 144 (75.00%) Java
4 99 (51.56%) Python
4 99 (51.56%) Degree
5 94 (48.96%) Continuous Integration
6 93 (48.44%) Git (software)
7 85 (44.27%) AWS
8 84 (43.75%) C#
9 82 (42.71%) OO
10 75 (39.06%) JavaScript
10 75 (39.06%) Mercurial
10 75 (39.06%) Subversion
11 61 (31.77%) Node.js
12 57 (29.69%) Big Data
12 57 (29.69%) Decision-Making
13 54 (28.13%) Test Automation
14 52 (27.08%) Algorithms
15 51 (26.56%) Data Structures
15 51 (26.56%) Mathematics
16 49 (25.52%) Numerate Degree
17 46 (23.96%) PostgreSQL
18 41 (21.35%) Redis
19 37 (19.27%) Agile Software Development
20 35 (18.23%) Elasticsearch
20 35 (18.23%) RabbitMQ
21 34 (17.71%) nginx
22 33 (17.19%) Jenkins
23 32 (16.67%) TDD
24 27 (14.06%) C++

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 35 (18.23%) Elasticsearch
2 34 (17.71%) nginx
3 10 (5.21%) Apache Spark
4 3 (1.56%) Apache
4 3 (1.56%) Apache Synapse
4 3 (1.56%) CMS
4 3 (1.56%) Headless CMS
4 3 (1.56%) Umbraco
5 2 (1.04%) Apache Airflow
5 2 (1.04%) Luigi
6 1 (0.52%) JBoss
6 1 (0.52%) Jetty
6 1 (0.52%) Tomcat
6 1 (0.52%) WebLogic
6 1 (0.52%) WebSphere
Cloud Services
1 85 (44.27%) AWS
2 25 (13.02%) Azure
3 12 (6.25%) Serverless
4 11 (5.73%) GCP
5 7 (3.65%) AWS Lambda
6 6 (3.13%) Amazon S3
7 5 (2.60%) Amazon EC2
7 5 (2.60%) AWS CloudFormation
7 5 (2.60%) IaaS
8 3 (1.56%) Amazon Kinesis
8 3 (1.56%) Amazon SQS
8 3 (1.56%) Azure Data Factory
8 3 (1.56%) PaaS
8 3 (1.56%) SaaS
8 3 (1.56%) Virtual Private Cloud
9 2 (1.04%) Amazon ELB
10 1 (0.52%) NuGet
Communications & Networking
1 1 (0.52%) AMQP
1 1 (0.52%) SAN
Database & Business Intelligence
1 57 (29.69%) Big Data
2 46 (23.96%) PostgreSQL
3 41 (21.35%) Redis
4 25 (13.02%) MongoDB
5 11 (5.73%) Amazon DynamoDB
6 9 (4.69%) Data Warehouse
7 8 (4.17%) Amazon Redshift
7 8 (4.17%) MySQL
8 7 (3.65%) SQL Server
9 6 (3.13%) Amazon Athena
9 6 (3.13%) Hadoop
9 6 (3.13%) Relational Database
10 5 (2.60%) Apache Cassandra
10 5 (2.60%) BigQuery
10 5 (2.60%) Snowflake Schema
11 4 (2.08%) Cosmos DB
11 4 (2.08%) Oracle Database
11 4 (2.08%) SQL Server Integration Services
12 3 (1.56%) Amazon QuickSight
12 3 (1.56%) Data Lake
Development Applications
1 93 (48.44%) Git (software)
2 75 (39.06%) Mercurial
2 75 (39.06%) Subversion
3 33 (17.19%) Jenkins
4 4 (2.08%) TeamCity
5 3 (1.56%) Babel
5 3 (1.56%) git-flow
5 3 (1.56%) GitLab
5 3 (1.56%) webpack
6 2 (1.04%) JUnit
6 2 (1.04%) Maven
7 1 (0.52%) Appium
7 1 (0.52%) JIRA
7 1 (0.52%) Selenium
7 1 (0.52%) Vagrant
7 1 (0.52%) Visual Studio
General
1 9 (4.69%) Marketing
2 7 (3.65%) Finance
3 4 (2.08%) Retail
4 3 (1.56%) Digital Economy
4 3 (1.56%) Games
4 3 (1.56%) Public Sector
5 2 (1.04%) Electronics
Job Titles
1 144 (75.00%) Software Engineer
2 51 (26.56%) Java Engineer
2 51 (26.56%) Java Software Engineer
3 35 (18.23%) Python Engineer
4 34 (17.71%) Python Software Engineer
5 16 (8.33%) Developer
6 13 (6.77%) Data Engineer
7 9 (4.69%) Senior Software Engineer
8 6 (3.13%) Java Developer
9 5 (2.60%) Full Stack Developer
10 4 (2.08%) .NET Developer
10 4 (2.08%) AWS Engineer
10 4 (2.08%) Principal Engineer
10 4 (2.08%) Technical Leader
11 3 (1.56%) Cloud Engineer
11 3 (1.56%) DevOps Engineer
11 3 (1.56%) Head of Engineering
11 3 (1.56%) Lambda Engineer
11 3 (1.56%) Lead Software Engineer
11 3 (1.56%) Mid-Level Java Developer
Libraries, Frameworks & Software Standards
1 61 (31.77%) Node.js
2 35 (18.23%) RabbitMQ
3 15 (7.81%) Kafka
4 11 (5.73%) React
4 11 (5.73%) Vue.js
5 10 (5.21%) .NET
5 10 (5.21%) Spring
6 9 (4.69%) Flutter
7 8 (4.17%) AngularJS
8 7 (3.65%) .NET Core
8 7 (3.65%) Spring Boot
9 5 (2.60%) HTML
9 5 (2.60%) RESTful
9 5 (2.60%) Spring Batch
9 5 (2.60%) Spring Security
10 4 (2.08%) Apache Camel
10 4 (2.08%) WebSockets
11 3 (1.56%) Flask
11 3 (1.56%) JSON Schema
11 3 (1.56%) React Native
Miscellaneous
1 52 (27.08%) Algorithms
2 51 (26.56%) Data Structures
3 12 (6.25%) Mobile App
4 7 (3.65%) Greenfield Project
5 6 (3.13%) User Experience
6 2 (1.04%) Cloud Native
6 2 (1.04%) Life Science
7 1 (0.52%) Analytical Skills
7 1 (0.52%) Data Centre
7 1 (0.52%) Enterprise Software
7 1 (0.52%) PKI
7 1 (0.52%) Public Cloud
7 1 (0.52%) Virtual Team
Operating Systems
1 13 (6.77%) Linux
2 4 (2.08%) Red Hat Enterprise Linux
3 3 (1.56%) Android
3 3 (1.56%) Apple iOS
4 2 (1.04%) Embedded Linux
Processes & Methodologies
1 153 (79.69%) Software Engineering
2 94 (48.96%) Continuous Integration
3 82 (42.71%) OO
4 57 (29.69%) Decision-Making
5 54 (28.13%) Test Automation
6 51 (26.56%) Mathematics
7 37 (19.27%) Agile Software Development
8 32 (16.67%) TDD
9 14 (7.29%) Mentoring
10 12 (6.25%) Data Engineering
11 10 (5.21%) Data Modelling
11 10 (5.21%) DevOps
11 10 (5.21%) Microservices
11 10 (5.21%) Unit Testing
12 9 (4.69%) Scrum
13 8 (4.17%) Technical Leadership
14 7 (3.65%) Coaching
14 7 (3.65%) ETL
14 7 (3.65%) Infrastructure as Code
14 7 (3.65%) Stakeholder Engagement
Programming Languages
1 158 (82.29%) SQL
2 144 (75.00%) Java
3 99 (51.56%) Python
4 84 (43.75%) C#
5 75 (39.06%) JavaScript
6 27 (14.06%) C++
7 10 (5.21%) TypeScript
8 7 (3.65%) R
9 5 (2.60%) PHP
10 4 (2.08%) PHP 7
10 4 (2.08%) Scala
11 2 (1.04%) Bash Shell
11 2 (1.04%) Ruby
12 1 (0.52%) Kotlin
12 1 (0.52%) PowerShell
12 1 (0.52%) T-SQL
Qualifications
1 99 (51.56%) Degree
2 49 (25.52%) Numerate Degree
3 5 (2.60%) SC Cleared
3 5 (2.60%) Security Cleared
Quality Assurance & Compliance
1 8 (4.17%) QA
2 2 (1.04%) HIPAA
2 2 (1.04%) IEC 62304
2 2 (1.04%) ISO 13485
2 2 (1.04%) ISO 9001
System Software
1 18 (9.38%) Docker
2 2 (1.04%) Firmware
3 1 (0.52%) Microsoft Virtual Server
3 1 (0.52%) Virtual Servers
Systems Management
1 27 (14.06%) Ansible
2 7 (3.65%) Kubernetes
3 6 (3.13%) Terraform
4 3 (1.56%) Opscode Chef
5 2 (1.04%) Puppet
6 1 (0.52%) Cobbler
6 1 (0.52%) Grafana
6 1 (0.52%) Single Sign-On
Vendors
1 8 (4.17%) Databricks
1 8 (4.17%) Oracle
2 4 (2.08%) Microsoft
2 4 (2.08%) Red Hat
3 3 (1.56%) Xamarin
4 2 (1.04%) Confluent
4 2 (1.04%) Informatica
5 1 (0.52%) IBM
5 1 (0.52%) TIBCO