Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 January 2022

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 19 January 2022 with a comparison to the same period in the previous 2 years.

NoSQL
England > Yorkshire
6 months to
19 Jan 2022		 Same period 2021 Same period 2020
Rank 119 52 114
Rank change year-on-year -67 +62 +21
Permanent jobs citing NoSQL 161 186 134
As % of all permanent jobs advertised in Yorkshire 2.29% 4.94% 2.22%
As % of the Database & Business Intelligence category 10.20% 17.17% 8.81%
Number of salaries quoted 121 181 119
10th Percentile £40,000 £40,000 £37,500
25th Percentile £46,250 £45,000 £45,625
Median annual salary (50th Percentile) £55,000 £52,500 £54,671
Median % change year-on-year +4.76% -3.97% +21.49%
75th Percentile £67,500 £65,000 £60,000
90th Percentile £72,500 - £71,250
England median annual salary £70,000 £60,000 £62,352
% change year-on-year +16.67% -3.77% +3.92%

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 1,579 1,083 1,521
As % of all permanent IT jobs advertised in Yorkshire 22.43% 28.74% 25.19%
Number of salaries quoted 1,291 937 1,301
10th Percentile £31,750 £31,250 £30,000
25th Percentile £37,500 £37,500 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% +5.88%
75th Percentile £61,125 £58,750 £55,000
90th Percentile £71,250 £65,000 £64,750
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 19 January 2022.

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 19 January 2022. 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
Jobs
West Yorkshire -73 86 £55,000 +4.76% 14
South Yorkshire -28 66 £50,000 - 4
North Yorkshire -7 9 £57,500 +15.58% 2
NoSQL
England

For the 6 months to 19 January 2022, 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.

1 133 (82.61%) SQL
2 106 (65.84%) Java
3 104 (64.60%) Software Engineering
4 91 (56.52%) Social Skills
5 90 (55.90%) Degree
6 88 (54.66%) Git (software)
7 87 (54.04%) Continuous Integration
8 80 (49.69%) OO
9 77 (47.83%) Test Automation
10 75 (46.58%) Mercurial
10 75 (46.58%) Subversion
11 74 (45.96%) Data Structures
12 73 (45.34%) Decision-Making
13 70 (43.48%) Algorithms
14 50 (31.06%) JavaScript
14 50 (31.06%) AWS
15 42 (26.09%) Agile Software Development
16 39 (24.22%) Python
17 34 (21.12%) C#
17 34 (21.12%) Node.js
18 29 (18.01%) Azure
18 29 (18.01%) React
19 27 (16.77%) DevOps
20 26 (16.15%) Docker
20 26 (16.15%) .NET
21 24 (14.91%) MySQL
21 24 (14.91%) Big Data
22 23 (14.29%) Redis
23 21 (13.04%) TDD
23 21 (13.04%) RESTful

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 19 (11.80%) Apache Spark
2 11 (6.83%) Apache
3 9 (5.59%) Elasticsearch
4 6 (3.73%) nginx
5 4 (2.48%) Apache Airflow
5 4 (2.48%) Apache Solr
5 4 (2.48%) Luigi
5 4 (2.48%) Tomcat
6 3 (1.86%) SAS
7 2 (1.24%) Apache Synapse
8 1 (0.62%) Apache Pig
Applications
1 1 (0.62%) SPSS
Cloud Services
1 50 (31.06%) AWS
2 29 (18.01%) Azure
3 15 (9.32%) Serverless
4 13 (8.07%) SaaS
5 9 (5.59%) GitHub
6 8 (4.97%) Amazon EC2
7 7 (4.35%) PaaS
8 6 (3.73%) Azure Cosmos DB
8 6 (3.73%) Azure Functions
8 6 (3.73%) Azure Logic Apps
8 6 (3.73%) Azure Service Bus
8 6 (3.73%) Azure Synapse Analytics
9 5 (3.11%) Amazon ECS
9 5 (3.11%) Amazon EMR
9 5 (3.11%) AWS CloudFormation
9 5 (3.11%) AWS Lambda
9 5 (3.11%) Azure Service Fabric
9 5 (3.11%) Azure Storage
10 4 (2.48%) Azure Data Factory
10 4 (2.48%) Cortana Intelligence Suite
Communications & Networking
1 3 (1.86%) DKIM
1 3 (1.86%) DMARC
1 3 (1.86%) DNS
2 2 (1.24%) Broadband
2 2 (1.24%) HTTP
Database & Business Intelligence
1 24 (14.91%) Big Data
1 24 (14.91%) MySQL
2 23 (14.29%) Redis
3 18 (11.18%) Relational Database
4 17 (10.56%) Hadoop
5 13 (8.07%) MongoDB
6 12 (7.45%) Data Warehouse
7 11 (6.83%) PostgreSQL
7 11 (6.83%) SQL Server
8 10 (6.21%) Apache Cassandra
8 10 (6.21%) RDBMS
9 8 (4.97%) Amazon RDS
9 8 (4.97%) Data Lake
10 7 (4.35%) Azure SQL Database
10 7 (4.35%) Metadata
11 6 (3.73%) Azure SQL Data Warehouse
12 5 (3.11%) Amazon Redshift
13 4 (2.48%) Apache Accumulo
13 4 (2.48%) Azkaban
13 4 (2.48%) SQL Server Integration Services
Development Applications
1 88 (54.66%) Git (software)
2 75 (46.58%) Mercurial
2 75 (46.58%) Subversion
3 19 (11.80%) Jenkins
4 7 (4.35%) JIRA
5 5 (3.11%) Atlassian Bamboo
5 5 (3.11%) webpack
6 4 (2.48%) Visual Studio
6 4 (2.48%) Visual Studio Team System
7 3 (1.86%) Babel
7 3 (1.86%) Bitbucket
8 2 (1.24%) GitLab
General
1 91 (56.52%) Social Skills
2 10 (6.21%) Analytical Skills
3 6 (3.73%) Finance
4 5 (3.11%) Games
4 5 (3.11%) Inclusion and Diversity
4 5 (3.11%) Marketing
5 2 (1.24%) Banking
5 2 (1.24%) Electronics
5 2 (1.24%) Law
5 2 (1.24%) Organisational Skills
5 2 (1.24%) Retail Banking
6 1 (0.62%) Billing
6 1 (0.62%) Fire and Rescue
6 1 (0.62%) Police
6 1 (0.62%) Retail
Job Titles
1 99 (61.49%) Software Engineer
2 70 (43.48%) Java Engineer
2 70 (43.48%) Java Software Engineer
3 22 (13.66%) Developer
4 14 (8.70%) Architect
5 11 (6.83%) Full Stack Developer
6 9 (5.59%) Senior Software Engineer
7 6 (3.73%) .NET Developer
7 6 (3.73%) Python Engineer
7 6 (3.73%) Python Software Engineer
7 6 (3.73%) Senior Developer
7 6 (3.73%) Solutions Architect
8 5 (3.11%) Lead Architect
8 5 (3.11%) Node.js Developer
8 5 (3.11%) PHP Developer
8 5 (3.11%) React Developer
9 4 (2.48%) Analyst
9 4 (2.48%) Data Analyst
9 4 (2.48%) DevOps Engineer
9 4 (2.48%) Lead Developer
Libraries, Frameworks & Software Standards
1 34 (21.12%) Node.js
2 29 (18.01%) React
3 26 (16.15%) .NET
4 21 (13.04%) RESTful
5 17 (10.56%) Kafka
6 12 (7.45%) .NET Framework
7 11 (6.83%) HTML
7 11 (6.83%) REST
8 10 (6.21%) Web Services
9 9 (5.59%) CSS
10 7 (4.35%) JSON
10 7 (4.35%) Redux
11 6 (3.73%) AngularJS
11 6 (3.73%) GraphQL
11 6 (3.73%) LAMP
11 6 (3.73%) RabbitMQ
12 5 (3.11%) ASP.NET
12 5 (3.11%) CodeIgniter
13 4 (2.48%) SOAP
13 4 (2.48%) XML
Miscellaneous
1 74 (45.96%) Data Structures
2 70 (43.48%) Algorithms
3 5 (3.11%) Social Media
4 4 (2.48%) Hybrid Cloud
4 4 (2.48%) Management Information System
4 4 (2.48%) Social Network
5 3 (1.86%) Enterprise Software
5 3 (1.86%) Legacy Code
5 3 (1.86%) Mobile App
5 3 (1.86%) Self-Motivation
5 3 (1.86%) User Experience
6 2 (1.24%) Blog
6 2 (1.24%) Over-the-Top Content
6 2 (1.24%) Reference Data
6 2 (1.24%) Tandem
7 1 (0.62%) Cloud Native
7 1 (0.62%) Data Centre
7 1 (0.62%) e-Learning
7 1 (0.62%) Greenfield Project
7 1 (0.62%) Virtual Team
Operating Systems
1 11 (6.83%) Linux
2 4 (2.48%) Unix
3 3 (1.86%) Windows
Processes & Methodologies
1 104 (64.60%) Software Engineering
2 87 (54.04%) Continuous Integration
3 80 (49.69%) OO
4 77 (47.83%) Test Automation
5 73 (45.34%) Decision-Making
6 42 (26.09%) Agile Software Development
7 27 (16.77%) DevOps
8 21 (13.04%) TDD
9 20 (12.42%) CI/CD
9 20 (12.42%) Microservices
10 17 (10.56%) Business Intelligence
11 14 (8.70%) Full Stack Development
12 12 (7.45%) Data Modelling
12 12 (7.45%) Mathematics
13 11 (6.83%) Problem-Solving
14 10 (6.21%) Analytics
14 10 (6.21%) Data Pipeline
15 9 (5.59%) Data Analytics
15 9 (5.59%) Migration
15 9 (5.59%) Scrum
Programming Languages
1 133 (82.61%) SQL
2 106 (65.84%) Java
3 50 (31.06%) JavaScript
4 39 (24.22%) Python
5 34 (21.12%) C#
6 14 (8.70%) PHP
7 10 (6.21%) Ruby
8 8 (4.97%) Scala
9 7 (4.35%) C++
10 6 (3.73%) TypeScript
11 5 (3.11%) R
12 4 (2.48%) Perl
12 4 (2.48%) T-SQL
13 3 (1.86%) Bash
13 3 (1.86%) Dart
13 3 (1.86%) Go
13 3 (1.86%) Kotlin
14 2 (1.24%) ANSI SQL
14 2 (1.24%) PowerShell
15 1 (0.62%) MATLAB
Qualifications
1 90 (55.90%) Degree
2 10 (6.21%) Numerate Degree
3 5 (3.11%) Security Cleared
4 4 (2.48%) Computer Science Degree
5 2 (1.24%) DBS Check
5 2 (1.24%) Master's Degree
6 1 (0.62%) AWS Certification
6 1 (0.62%) SC Cleared
Quality Assurance & Compliance
1 6 (3.73%) QA
2 3 (1.86%) Data Quality
3 2 (1.24%) GDPR
3 2 (1.24%) SLA
4 1 (0.62%) Accessibility
System Software
1 26 (16.15%) Docker
2 1 (0.62%) Apache Flume
2 1 (0.62%) Apache ZooKeeper
2 1 (0.62%) HDFS
Systems Management
1 13 (8.07%) Kubernetes
2 7 (4.35%) Opscode Chef
3 5 (3.11%) Ansible
4 4 (2.48%) Puppet
5 3 (1.86%) Graphite
5 3 (1.86%) Kibana
5 3 (1.86%) Prometheus
6 2 (1.24%) Terraform
Vendors
1 16 (9.94%) Microsoft
2 11 (6.83%) Databricks
3 8 (4.97%) Oracle
4 5 (3.11%) IBM
5 4 (2.48%) Checkmarx
5 4 (2.48%) Cognizant
6 3 (1.86%) SAP
6 3 (1.86%) Splunk
7 2 (1.24%) Apple
7 2 (1.24%) NVIDIA
8 1 (0.62%) Alteryx
8 1 (0.62%) Brio
8 1 (0.62%) Dataiku
8 1 (0.62%) Hortonworks
8 1 (0.62%) Informatica