Period
to 5 December 2020

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 5 December 2020 with a comparison to the same period in the previous 2 years.

NoSQL
England > North of England
6 months to
5 Dec 2020
Same period 2019 Same period 2018
Rank 63 125 87
Rank change year-on-year +62 -38 +25
Permanent jobs citing NoSQL 339 445 752
As % of all permanent jobs advertised in the North of England 4.00% 2.54% 3.50%
As % of the Database & Business Intelligence category 14.05% 9.65% 12.32%
Number of salaries quoted 407 368 670
Median annual salary £52,500 £52,500 £48,513
Median salary % change year-on-year - +8.22% +7.81%
10th Percentile £37,500 £33,375 £32,500
90th Percentile £73,750 £73,750 £75,000
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 the North of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North of England
Permanent vacancies with a requirement for database or business intelligence skills 2,412 4,611 6,105
As % of all permanent IT jobs advertised in the North of England 28.43% 26.35% 28.43%
Number of salaries quoted 2,131 3,819 5,222
Median annual salary £47,500 £45,000 £44,000
Median salary % change year-on-year +5.56% +2.27% +3.53%
10th Percentile £32,500 £29,000 £27,888
90th Percentile £67,500 £65,000 £65,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

NoSQL
Job Vacancy Trend in the North of England

Job postings citing NoSQL as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for NoSQL in the North of England

NoSQL
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing NoSQL in the North of England.

Salary trend for NoSQL in the North of England

NoSQL
Salary Histogram in the North of England

Salary distribution for jobs citing NoSQL in the North of England over the 6 months to 5 December 2020.

Salary histogram for NoSQL in the North of England

NoSQL
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the North of England region over the 6 months to 5 December 2020. 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
Yorkshire +86 157 £52,500 -4.55% 16
North West +14 137 £57,500 +9.52% 32
North East +28 45 £47,500 -12.94% 13
NoSQL
England

For the 6 months to 5 December 2020, 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 North of England region with a requirement for NoSQL.

1 233 (68.73%) SQL
2 189 (55.75%) Software Engineering
3 173 (51.03%) Java
4 140 (41.30%) C#
5 136 (40.12%) Continuous Integration
6 129 (38.05%) JavaScript
7 128 (37.76%) AWS
8 126 (37.17%) Agile Software Development
9 125 (36.87%) Python
10 119 (35.10%) Git (software)
11 110 (32.45%) OO
12 101 (29.79%) Degree
13 96 (28.32%) Node.js
14 89 (26.25%) Microservices
15 83 (24.48%) Mercurial
15 83 (24.48%) Subversion
16 81 (23.89%) DevOps
17 78 (23.01%) TDD
18 70 (20.65%) Test Automation
19 66 (19.47%) Jenkins
20 60 (17.70%) Azure
21 59 (17.40%) Decision-Making
22 58 (17.11%) MongoDB
23 57 (16.81%) AngularJS
24 56 (16.52%) Algorithms
25 55 (16.22%) Data Structures
25 55 (16.22%) .NET
26 52 (15.34%) Docker
27 47 (13.86%) Big Data
27 47 (13.86%) Redis

NoSQL
Co-occurring IT Skills in the North of England 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 46 (13.57%) Elasticsearch
2 41 (12.09%) nginx
3 12 (3.54%) Apache Spark
4 11 (3.24%) Apache
5 6 (1.77%) Apache Synapse
5 6 (1.77%) CMS
5 6 (1.77%) Headless CMS
5 6 (1.77%) Umbraco
6 2 (0.59%) Confluence
6 2 (0.59%) Tomcat
Business Applications
1 2 (0.59%) Magento
Cloud Services
1 128 (37.76%) AWS
2 60 (17.70%) Azure
3 30 (8.85%) GCP
4 28 (8.26%) Serverless
5 17 (5.01%) GitHub
6 16 (4.72%) AWS Lambda
7 13 (3.83%) Cloud Computing
8 12 (3.54%) PaaS
8 12 (3.54%) SaaS
9 10 (2.95%) IaaS
10 6 (1.77%) Amazon Kinesis
10 6 (1.77%) Azure Data Factory
10 6 (1.77%) Virtual Private Cloud
11 5 (1.47%) Amazon ELB
11 5 (1.47%) Amazon S3
11 5 (1.47%) Amazon SQS
12 4 (1.18%) Amazon EC2
12 4 (1.18%) npm
13 2 (0.59%) AWS CloudFormation
13 2 (0.59%) Yarn
Communications & Networking
1 9 (2.65%) HTTP
2 3 (0.88%) TCP/IP
3 2 (0.59%) HTTPS
3 2 (0.59%) Unified Communications
4 1 (0.29%) Internet
Database & Business Intelligence
1 58 (17.11%) MongoDB
2 47 (13.86%) Big Data
2 47 (13.86%) Redis
3 45 (13.27%) PostgreSQL
4 22 (6.49%) Apache Cassandra
4 22 (6.49%) MySQL
5 18 (5.31%) Data Warehouse
5 18 (5.31%) SQL Server
6 12 (3.54%) Amazon DynamoDB
7 11 (3.24%) SQL Server Integration Services
8 10 (2.95%) Amazon Redshift
8 10 (2.95%) Hadoop
8 10 (2.95%) Relational Database
8 10 (2.95%) SQL Server Analysis Services
8 10 (2.95%) SQL Server Reporting Services
9 8 (2.36%) Amazon Athena
9 8 (2.36%) Data Lake
10 6 (1.77%) Azure SQL Data Warehouse
10 6 (1.77%) Azure SQL Database
10 6 (1.77%) HBase
Development Applications
1 119 (35.10%) Git (software)
2 83 (24.48%) Mercurial
2 83 (24.48%) Subversion
3 66 (19.47%) Jenkins
4 17 (5.01%) JUnit
5 15 (4.42%) GitLab
6 13 (3.83%) Atlassian Bamboo
7 12 (3.54%) Maven
8 7 (2.06%) webpack
9 6 (1.77%) Babel
10 5 (1.47%) Mockito
11 4 (1.18%) JIRA
11 4 (1.18%) Team Foundation Server
11 4 (1.18%) TeamCity
12 3 (0.88%) PHPUnit
12 3 (0.88%) Selenium
13 2 (0.59%) Jasmine
13 2 (0.59%) Postman
13 2 (0.59%) Travis CI
13 2 (0.59%) WebDriver
General
1 27 (7.96%) Public Sector
2 25 (7.37%) Finance
3 13 (3.83%) Retail
4 12 (3.54%) Marketing
5 8 (2.36%) Law
6 6 (1.77%) Games
7 3 (0.88%) Automotive
8 2 (0.59%) Digital Economy
8 2 (0.59%) Electronics
8 2 (0.59%) Telecoms
9 1 (0.29%) Local Government
Job Titles
1 156 (46.02%) Software Engineer
2 103 (30.38%) Developer
3 62 (18.29%) Java Engineer
3 62 (18.29%) Java Software Engineer
4 34 (10.03%) Python Engineer
4 34 (10.03%) Python Software Engineer
5 25 (7.37%) Java Developer
6 21 (6.19%) Senior Software Engineer
7 20 (5.90%) Data Engineer
7 20 (5.90%) DevOps Engineer
8 19 (5.60%) Full Stack Developer
9 18 (5.31%) .NET Developer
10 13 (3.83%) Angular Developer
10 13 (3.83%) Platform Engineer
11 10 (2.95%) Node.js Developer
12 9 (2.65%) Backend Developer
12 9 (2.65%) Senior Developer
13 8 (2.36%) Senior Java Engineer
13 8 (2.36%) Senior Java Software Engineer
13 8 (2.36%) Software Developer
Libraries, Frameworks & Software Standards
1 96 (28.32%) Node.js
2 57 (16.81%) AngularJS
3 55 (16.22%) .NET
4 39 (11.50%) RabbitMQ
5 36 (10.62%) RESTful
6 34 (10.03%) .NET Core
6 34 (10.03%) React
7 32 (9.44%) CSS
8 28 (8.26%) ASP.NET Web API
9 27 (7.96%) REST
10 26 (7.67%) HTML
11 25 (7.37%) Spring
12 19 (5.60%) Elastic Stack
13 16 (4.72%) .NET Framework
13 16 (4.72%) Vue.js
14 15 (4.42%) Web Services
15 14 (4.13%) Kafka
15 14 (4.13%) Spring Boot
16 12 (3.54%) Flutter
17 10 (2.95%) ASP.NET
Miscellaneous
1 56 (16.52%) Algorithms
2 55 (16.22%) Data Structures
3 29 (8.55%) Mobile App
4 14 (4.13%) Enterprise Software
5 8 (2.36%) Analytical Skills
5 8 (2.36%) User Experience
6 7 (2.06%) Cloud Native
6 7 (2.06%) Greenfield Project
7 3 (0.88%) Blog
7 3 (0.88%) EPoS
7 3 (0.88%) Linux Command Line
7 3 (0.88%) N-Tier
7 3 (0.88%) Public Cloud
8 2 (0.59%) Data Centre
8 2 (0.59%) iPhone
8 2 (0.59%) Life Science
9 1 (0.29%) Internet of Things
9 1 (0.29%) PKI
9 1 (0.29%) Social Media
9 1 (0.29%) Virtual Team
Operating Systems
1 46 (13.57%) Linux
2 15 (4.42%) CentOS
3 13 (3.83%) Red Hat Enterprise Linux
4 8 (2.36%) Android
5 6 (1.77%) Apple iOS
6 2 (0.59%) Embedded Linux
6 2 (0.59%) Ubuntu
6 2 (0.59%) Windows
Processes & Methodologies
1 189 (55.75%) Software Engineering
2 136 (40.12%) Continuous Integration
3 126 (37.17%) Agile Software Development
4 110 (32.45%) OO
5 89 (26.25%) Microservices
6 81 (23.89%) DevOps
7 78 (23.01%) TDD
8 70 (20.65%) Test Automation
9 59 (17.40%) Decision-Making
10 40 (11.80%) Mathematics
11 36 (10.62%) Open Source
12 25 (7.37%) User-Centered Design (UCD)
13 24 (7.08%) Unit Testing
14 22 (6.49%) Continuous Delivery
15 20 (5.90%) MVC
15 20 (5.90%) Problem-Solving
16 19 (5.60%) Scrum
16 19 (5.60%) SOLID
17 17 (5.01%) Domain-Driven Design
17 17 (5.01%) Mentoring
Programming Languages
1 233 (68.73%) SQL
2 173 (51.03%) Java
3 140 (41.30%) C#
4 129 (38.05%) JavaScript
5 125 (36.87%) Python
6 37 (10.91%) TypeScript
7 31 (9.14%) C++
8 30 (8.85%) PHP
9 22 (6.49%) Go
10 18 (5.31%) Ruby
11 13 (3.83%) T-SQL
12 9 (2.65%) R
12 9 (2.65%) Scala
13 8 (2.36%) Bash Shell
13 8 (2.36%) Java 8
14 6 (1.77%) ES6
15 3 (0.88%) C
16 2 (0.59%) Julia
16 2 (0.59%) PHP 7
16 2 (0.59%) VB
Qualifications
1 101 (29.79%) Degree
2 36 (10.62%) Numerate Degree
3 15 (4.42%) AWS Certification
4 10 (2.95%) Computer Science Degree
5 7 (2.06%) SC Cleared
5 7 (2.06%) Security Cleared
6 2 (0.59%) DV Cleared
6 2 (0.59%) PhD
Quality Assurance & Compliance
1 11 (3.24%) QA
2 2 (0.59%) HIPAA
2 2 (0.59%) IEC 62304
2 2 (0.59%) ISO 13485
2 2 (0.59%) ISO 9001
2 2 (0.59%) SLA
3 1 (0.29%) GDPR
System Software
1 52 (15.34%) Docker
2 3 (0.88%) zsh
3 2 (0.59%) Firmware
4 1 (0.29%) Virtual Machines
Systems Management
1 32 (9.44%) Ansible
2 28 (8.26%) Kubernetes
3 23 (6.78%) Terraform
4 15 (4.42%) Grafana
4 15 (4.42%) Prometheus
5 13 (3.83%) Graphite
5 13 (3.83%) Puppet
6 1 (0.29%) Consul
6 1 (0.29%) Docker Swarm
6 1 (0.29%) Opscode Chef
6 1 (0.29%) Packer
6 1 (0.29%) Single Sign-On
Vendors
1 34 (10.03%) Microsoft
2 14 (4.13%) Oracle
3 9 (2.65%) Google
4 7 (2.06%) Databricks
5 6 (1.77%) Xamarin
6 5 (1.47%) Zend
7 3 (0.88%) NVIDIA
8 2 (0.59%) Red Hat
8 2 (0.59%) SAP
9 1 (0.29%) Confluent
9 1 (0.29%) Informatica