Period
to 2 December 2021

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

NoSQL
England > North of England
6 months to
2 Dec 2021
Same period 2020 Same period 2019
Rank 128 64 127
Rank change year-on-year -64 +63 -42
Permanent jobs citing NoSQL 409 338 438
As % of all permanent jobs advertised in the North of England 2.45% 4.04% 2.51%
As % of the Database & Business Intelligence category 9.94% 14.12% 9.57%
Number of salaries quoted 325 303 351
10th Percentile £42,100 £37,500 £32,500
25th Percentile £46,250 £42,500 £42,000
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +8.22%
75th Percentile £65,000 £65,000 £65,000
90th Percentile £79,500 £73,500 £73,750
England median annual salary £70,000 £61,500 £60,000
% change year-on-year +13.82% +2.50% +4.35%

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 4,114 2,394 4,576
As % of all permanent IT jobs advertised in the North of England 24.68% 28.60% 26.22%
Number of salaries quoted 3,146 2,127 3,816
10th Percentile £32,500 £32,500 £29,000
25th Percentile £37,500 £37,500 £35,000
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +3.45%
75th Percentile £62,500 £58,750 £56,250
90th Percentile £72,500 £67,500 £65,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 2 December 2021.

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 2 December 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
Yorkshire -43 211 £55,000 +4.76% 16
North West -69 164 £60,000 +9.09% 46
North East -35 34 £65,000 +36.84% 12
NoSQL
England

For the 6 months to 2 December 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 North of England region with a requirement for NoSQL.

1 291 (71.15%) SQL
2 241 (58.92%) Software Engineering
3 233 (56.97%) Java
4 188 (45.97%) Agile Software Development
5 168 (41.08%) AWS
6 165 (40.34%) OO
7 140 (34.23%) JavaScript
8 138 (33.74%) Git (software)
9 136 (33.25%) Continuous Integration
10 126 (30.81%) Social Skills
11 122 (29.83%) Azure
12 114 (27.87%) Degree
13 113 (27.63%) Test Automation
14 112 (27.38%) Jenkins
15 110 (26.89%) DevOps
16 107 (26.16%) Microservices
17 106 (25.92%) Python
18 100 (24.45%) TDD
19 99 (24.21%) Subversion
19 99 (24.21%) Mercurial
20 89 (21.76%) RESTful
21 83 (20.29%) Data Structures
22 77 (18.83%) Algorithms
22 77 (18.83%) C#
23 75 (18.34%) Node.js
23 75 (18.34%) Decision-Making
24 74 (18.09%) Linux
25 73 (17.85%) React
26 69 (16.87%) Spring
27 67 (16.38%) Microsoft

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 42 (10.27%) nginx
2 41 (10.02%) Elasticsearch
3 36 (8.80%) Apache Spark
4 26 (6.36%) Apache
5 16 (3.91%) Apache Solr
6 6 (1.47%) Apache Airflow
6 6 (1.47%) Luigi
6 6 (1.47%) Tomcat
7 5 (1.22%) Confluence
8 4 (0.98%) CMS
8 4 (0.98%) OpenStack
8 4 (0.98%) SAS
8 4 (0.98%) Umbraco
8 4 (0.98%) WordPress
9 3 (0.73%) Apache Synapse
9 3 (0.73%) IIS
10 2 (0.49%) Oracle Workflow
11 1 (0.24%) Drupal
11 1 (0.24%) GlassFish
11 1 (0.24%) WebSphere
Applications
1 3 (0.73%) Microsoft Excel
2 1 (0.24%) SPSS
Business Applications
1 1 (0.24%) Shopify
Cloud Services
1 168 (41.08%) AWS
2 122 (29.83%) Azure
3 34 (8.31%) Serverless
4 28 (6.85%) SaaS
5 22 (5.38%) GCP
6 19 (4.65%) GitHub
7 17 (4.16%) PaaS
8 16 (3.91%) AWS Lambda
9 14 (3.42%) Azure Synapse Analytics
10 13 (3.18%) Azure Functions
11 12 (2.93%) Azure Cosmos DB
11 12 (2.93%) Azure Data Factory
12 11 (2.69%) Azure Service Bus
13 8 (1.96%) Amazon EC2
13 8 (1.96%) Amazon EMR
13 8 (1.96%) Azure Storage
13 8 (1.96%) Power Platform
14 6 (1.47%) Azure Logic Apps
15 5 (1.22%) Amazon Kinesis
15 5 (1.22%) Azure Service Fabric
Communications & Networking
1 8 (1.96%) Broadband
2 4 (0.98%) HTTP
2 4 (0.98%) Internet
3 1 (0.24%) AMQP
3 1 (0.24%) DNS
3 1 (0.24%) Firewall
3 1 (0.24%) Intrusion Detection
Database & Business Intelligence
1 57 (13.94%) MongoDB
1 57 (13.94%) Redis
2 56 (13.69%) MySQL
3 53 (12.96%) PostgreSQL
4 47 (11.49%) Big Data
5 39 (9.54%) SQL Server
6 34 (8.31%) Hadoop
7 32 (7.82%) Relational Database
8 29 (7.09%) Apache Cassandra
9 19 (4.65%) Data Warehouse
9 19 (4.65%) Metadata
10 17 (4.16%) Data Lake
11 15 (3.67%) Amazon Redshift
12 11 (2.69%) Amazon DynamoDB
13 9 (2.20%) HBase
13 9 (2.20%) RDBMS
13 9 (2.20%) SQL Server Integration Services
14 8 (1.96%) Amazon RDS
14 8 (1.96%) Azure SQL Database
14 8 (1.96%) Couchbase
Development Applications
1 138 (33.74%) Git (software)
2 112 (27.38%) Jenkins
3 99 (24.21%) Mercurial
3 99 (24.21%) Subversion
4 50 (12.22%) Maven
5 47 (11.49%) JUnit
6 20 (4.89%) JIRA
7 18 (4.40%) webpack
8 12 (2.93%) Babel
9 8 (1.96%) Atlassian Bamboo
9 8 (1.96%) Octopus Deploy
10 7 (1.71%) Bitbucket
11 6 (1.47%) Mocha
11 6 (1.47%) Visual Studio
12 5 (1.22%) Selenium
13 4 (0.98%) IBM UrbanCode
13 4 (0.98%) Protractor
13 4 (0.98%) Visual Studio Team System
14 3 (0.73%) TeamCity
14 3 (0.73%) Travis CI
General
1 126 (30.81%) Social Skills
2 22 (5.38%) Finance
3 19 (4.65%) Analytical Skills
4 15 (3.67%) Retail
5 11 (2.69%) Games
6 9 (2.20%) Marketing
6 9 (2.20%) Presentation Skills
6 9 (2.20%) Public Sector
7 7 (1.71%) Banking
8 4 (0.98%) Inclusion and Diversity
8 4 (0.98%) Law
9 3 (0.73%) Electronics
9 3 (0.73%) Financial Institution
10 2 (0.49%) Manufacturing
10 2 (0.49%) Retail Banking
11 1 (0.24%) Automotive
11 1 (0.24%) Back Office
11 1 (0.24%) Documentation Skills
11 1 (0.24%) Organisational Skills
11 1 (0.24%) Police
Job Titles
1 176 (43.03%) Software Engineer
2 130 (31.78%) Developer
3 94 (22.98%) Java Engineer
3 94 (22.98%) Java Software Engineer
4 56 (13.69%) Java Developer
5 48 (11.74%) Senior Developer
6 37 (9.05%) Senior Java Developer
7 36 (8.80%) PHP Developer
8 35 (8.56%) Full Stack Developer
9 31 (7.58%) Python Engineer
9 31 (7.58%) Python Software Engineer
10 28 (6.85%) Data Engineer
11 25 (6.11%) Architect
11 25 (6.11%) React Developer
12 21 (5.13%) Senior Software Engineer
13 11 (2.69%) Solutions Architect
14 10 (2.44%) .NET Developer
14 10 (2.44%) JavaScript Developer
14 10 (2.44%) Senior Data Engineer
15 9 (2.20%) AWS Engineer
Libraries, Frameworks & Software Standards
1 89 (21.76%) RESTful
2 75 (18.34%) Node.js
3 73 (17.85%) React
4 69 (16.87%) Spring
5 66 (16.14%) Spring Boot
6 60 (14.67%) Web Services
7 46 (11.25%) Kafka
8 44 (10.76%) .NET
8 44 (10.76%) RabbitMQ
9 39 (9.54%) CSS
10 38 (9.29%) HTML
11 36 (8.80%) REST
12 29 (7.09%) AngularJS
13 24 (5.87%) CodeIgniter
13 24 (5.87%) JSON
14 22 (5.38%) .NET Core
15 16 (3.91%) Redux
15 16 (3.91%) Vue.js
16 15 (3.67%) .NET Framework
16 15 (3.67%) jQuery
Miscellaneous
1 83 (20.29%) Data Structures
2 77 (18.83%) Algorithms
3 18 (4.40%) User Experience
4 15 (3.67%) Greenfield Project
5 12 (2.93%) Data Protection Act
5 12 (2.93%) Legacy Code
6 11 (2.69%) Cloud Native
7 8 (1.96%) Linux Command Line
7 8 (1.96%) Management Information System
7 8 (1.96%) NHS
7 8 (1.96%) Social Media
8 6 (1.47%) Mobile App
9 5 (1.22%) Enterprise Software
9 5 (1.22%) Hybrid Cloud
9 5 (1.22%) Public Cloud
9 5 (1.22%) Replication
10 4 (0.98%) Legacy Applications
10 4 (0.98%) Self-Motivation
10 4 (0.98%) Social Network
11 3 (0.73%) Reference Data
Operating Systems
1 74 (18.09%) Linux
2 6 (1.47%) Windows
3 5 (1.22%) Android
3 5 (1.22%) Apple iOS
4 2 (0.49%) CentOS
4 2 (0.49%) Red Hat Enterprise Linux
5 1 (0.24%) Unix
Processes & Methodologies
1 241 (58.92%) Software Engineering
2 188 (45.97%) Agile Software Development
3 165 (40.34%) OO
4 136 (33.25%) Continuous Integration
5 113 (27.63%) Test Automation
6 110 (26.89%) DevOps
7 107 (26.16%) Microservices
8 100 (24.45%) TDD
9 75 (18.34%) Decision-Making
10 56 (13.69%) Full Stack Development
11 51 (12.47%) OOP
11 51 (12.47%) SOLID
12 48 (11.74%) Scrum
13 45 (11.00%) Problem-Solving
14 41 (10.02%) MVC
15 32 (7.82%) BDD
16 30 (7.33%) Mathematics
17 27 (6.60%) Analytics
18 26 (6.36%) Data Pipeline
19 25 (6.11%) Unit Testing
Programming Languages
1 291 (71.15%) SQL
2 233 (56.97%) Java
3 140 (34.23%) JavaScript
4 106 (25.92%) Python
5 77 (18.83%) C#
6 60 (14.67%) PHP
7 34 (8.31%) TypeScript
8 33 (8.07%) C++
9 23 (5.62%) Scala
10 16 (3.91%) Go
11 12 (2.93%) Kotlin
12 10 (2.44%) Java 8
13 7 (1.71%) Bash Shell
14 6 (1.47%) PowerShell
14 6 (1.47%) R
14 6 (1.47%) Ruby
14 6 (1.47%) T-SQL
15 5 (1.22%) Java 11
16 3 (0.73%) Dart
16 3 (0.73%) PL/SQL
Qualifications
1 114 (27.87%) Degree
2 22 (5.38%) Numerate Degree
3 12 (2.93%) Computer Science Degree
4 5 (1.22%) Security Cleared
5 4 (0.98%) SC Cleared
6 3 (0.73%) AWS Certification
6 3 (0.73%) DBS Check
7 1 (0.24%) HND
Quality Assurance & Compliance
1 16 (3.91%) QA
2 5 (1.22%) Data Quality
3 2 (0.49%) Accessibility
4 1 (0.24%) GDPR
4 1 (0.24%) ISO 22301
4 1 (0.24%) ISO/IEC 27001
4 1 (0.24%) PCI DSS
4 1 (0.24%) Sarbanes-Oxley
4 1 (0.24%) SLA
System Software
1 60 (14.67%) Docker
2 2 (0.49%) VirtualBox
3 1 (0.24%) Active Directory
3 1 (0.24%) HDFS
Systems Management
1 50 (12.22%) Kubernetes
2 37 (9.05%) Ansible
3 24 (5.87%) Prometheus
4 19 (4.65%) Terraform
5 14 (3.42%) Graphite
5 14 (3.42%) Opscode Chef
6 5 (1.22%) Icinga
6 5 (1.22%) Nagios
7 4 (0.98%) Docker Swarm
8 3 (0.73%) Grafana
8 3 (0.73%) Istio
8 3 (0.73%) Puppet
9 2 (0.49%) Consul
9 2 (0.49%) Packer
Vendors
1 67 (16.38%) Microsoft
2 66 (16.14%) Oracle
3 20 (4.89%) Databricks
4 14 (3.42%) Google
4 14 (3.42%) Splunk
5 9 (2.20%) IBM
6 5 (1.22%) Remedy
7 4 (0.98%) Ab Initio
7 4 (0.98%) Cognizant
7 4 (0.98%) Rackspace
7 4 (0.98%) Teradata
7 4 (0.98%) Xamarin
8 3 (0.73%) Cloudera
8 3 (0.73%) Dataiku
8 3 (0.73%) Hortonworks
8 3 (0.73%) NVIDIA
8 3 (0.73%) Percona
8 3 (0.73%) SAP
9 2 (0.49%) Apple
9 2 (0.49%) Brio