NoSQL Contracts in Scotland

NoSQL
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring NoSQL skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited NoSQL over the 6 months leading up to 9 May 2025, comparing them to the same period in the previous two years.

6 months to
9 May 2025
Same period 2024 Same period 2023
Rank 100 120 137
Rank change year-on-year +20 +17 -18
Contract jobs citing NoSQL 15 11 35
As % of all contract jobs advertised in Scotland 0.94% 0.51% 1.27%
As % of the Database & Business Intelligence category 4.29% 2.83% 5.93%
Number of daily rates quoted 6 10 29
10th Percentile £469 £340 £411
25th Percentile £488 £352 £456
Median daily rate (50th Percentile) £563 £369 £479
Median % change year-on-year +52.44% -22.96% +5.27%
75th Percentile £600 £461 £538
90th Percentile £625 £528 £584
UK median daily rate £520 £575 £600
% change year-on-year -9.57% -4.17% -

All Database and Business Intelligence Skills
Scotland

NoSQL falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in Scotland.

Contract vacancies with a requirement for database or business intelligence skills 350 389 590
As % of all contract IT jobs advertised in Scotland 22.00% 17.87% 21.37%
Number of daily rates quoted 222 292 467
10th Percentile £287 £324 £400
25th Percentile £408 £400 £434
Median daily rate (50th Percentile) £471 £475 £490
Median % change year-on-year -0.95% -3.06% +1.77%
75th Percentile £538 £550 £550
90th Percentile £599 £655 £675
UK median daily rate £525 £525 £545
% change year-on-year - -3.67% -0.91%
Number of hourly rates quoted 1 2 7
10th Percentile - £24.60 £19.83
25th Percentile - £29.04 £27.94
Median hourly rate £19.59 £37.07 £35.00
Median % change year-on-year -47.15% +5.91% +34.62%
75th Percentile - £45.72 £67.66
90th Percentile - £50.54 £69.25
UK median hourly rate £33.11 £40.13 £60.00
% change year-on-year -17.48% -33.13% +39.80%

NoSQL
Job Vacancy Trend in Scotland

Job postings citing NoSQL as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for NoSQL in Scotland

NoSQL
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing NoSQL in Scotland.

Daily rate trend for NoSQL in Scotland

NoSQL
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing NoSQL in Scotland over the 6 months to 9 May 2025.

Daily rate histogram for NoSQL in Scotland

NoSQL
Contractor Hourly Rate Trend in Scotland

3-month moving average hourly rates quoted in jobs citing NoSQL in Scotland.

Hourly rate trend for NoSQL in Scotland

NoSQL
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the Scotland region over the 6 months to 9 May 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Glasgow -3 13 £600 +67.60% 24
Lanarkshire - 2 £525 - 1
NoSQL
UK

NoSQL
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 1 (6.67%) Adobe XD
1 1 (6.67%) Sketch
Cloud Services
1 11 (73.33%) AWS
2 5 (33.33%) BlazeMeter
3 4 (26.67%) Amazon S3
3 4 (26.67%) AWS Lambda
3 4 (26.67%) Azure
3 4 (26.67%) Serverless
4 3 (20.00%) Amazon Cognito
5 2 (13.33%) Amazon CloudWatch
5 2 (13.33%) AWS CloudTrail
5 2 (13.33%) GCP
5 2 (13.33%) GitHub
5 2 (13.33%) PaaS
5 2 (13.33%) SaaS
6 1 (6.67%) Amazon Bedrock
6 1 (6.67%) Amazon ECS
6 1 (6.67%) Amazon EKS
6 1 (6.67%) Amazon OpenSearch
6 1 (6.67%) Amazon SageMaker
6 1 (6.67%) Figma
6 1 (6.67%) IaaS
Communications & Networking
1 1 (6.67%) FTP
1 1 (6.67%) SSL
Database & Business Intelligence
1 10 (66.67%) MongoDB
2 5 (33.33%) Apache Cassandra
3 3 (20.00%) DynamoDB
4 2 (13.33%) Amazon Athena
4 2 (13.33%) Parquet
4 2 (13.33%) Relational Database
5 1 (6.67%) DB2
5 1 (6.67%) Hadoop
5 1 (6.67%) MySQL
5 1 (6.67%) Oracle Reports
5 1 (6.67%) PostgreSQL
5 1 (6.67%) RDBMS
Development Applications
1 7 (46.67%) JUnit
2 2 (13.33%) Git
2 2 (13.33%) Jenkins
2 2 (13.33%) Mockito
3 1 (6.67%) GitLab
3 1 (6.67%) Gradle
3 1 (6.67%) Maven
3 1 (6.67%) Oracle Forms
3 1 (6.67%) Toad
General
1 5 (33.33%) Inclusion and Diversity
1 5 (33.33%) Social Skills
2 1 (6.67%) Analytical Skills
2 1 (6.67%) Banking
2 1 (6.67%) Finance
2 1 (6.67%) Front Office
2 1 (6.67%) Investment Banking
2 1 (6.67%) Public Sector
Job Titles
1 8 (53.33%) Developer
2 6 (40.00%) Java Developer
3 3 (20.00%) Architect
3 3 (20.00%) Full-Stack Developer
3 3 (20.00%) Full-Stack Java Developer
4 2 (13.33%) Cloud Developer
4 2 (13.33%) Core Java Developer
4 2 (13.33%) Senior
4 2 (13.33%) Solutions Architect
5 1 (6.67%) Designer
5 1 (6.67%) Integration Architect
5 1 (6.67%) Java Engineer
5 1 (6.67%) Java Server Engineer
5 1 (6.67%) Senior Designer
5 1 (6.67%) Senior Developer
5 1 (6.67%) Senior Java Developer
5 1 (6.67%) Senior UX Designer
5 1 (6.67%) Server Engineer
5 1 (6.67%) Software Engineer
5 1 (6.67%) UX Designer
Libraries, Frameworks & Software Standards
1 9 (60.00%) Spring
2 7 (46.67%) React
3 6 (40.00%) CSS
4 5 (33.33%) AngularJS
5 3 (20.00%) AWS CDK
6 2 (13.33%) JMS
6 2 (13.33%) JSON
6 2 (13.33%) Kafka
6 2 (13.33%) RESTful
6 2 (13.33%) Spring Boot
7 1 (6.67%) Hibernate
7 1 (6.67%) HTML
7 1 (6.67%) Java EE
7 1 (6.67%) JPA
7 1 (6.67%) OAuth
7 1 (6.67%) OpenID
7 1 (6.67%) RabbitMQ
7 1 (6.67%) SAML
7 1 (6.67%) Spring Batch
7 1 (6.67%) Spring MVC
Miscellaneous
1 5 (33.33%) Algorithms
2 2 (13.33%) Cloud Native
2 2 (13.33%) Enterprise Software
3 1 (6.67%) Data Structures
3 1 (6.67%) Distributed Systems
3 1 (6.67%) Equities
3 1 (6.67%) Management Information System
Operating Systems
1 3 (20.00%) Linux
Processes & Methodologies
1 11 (73.33%) Agile
1 11 (73.33%) CI/CD
2 9 (60.00%) Microservices
3 8 (53.33%) Continuous Improvement
3 8 (53.33%) Software Engineering
4 6 (40.00%) Artificial Intelligence
4 6 (40.00%) Continuous Delivery
4 6 (40.00%) Front End Development
4 6 (40.00%) Machine Learning
4 6 (40.00%) Problem-Solving
4 6 (40.00%) SDLC
4 6 (40.00%) Unit Testing
5 5 (33.33%) Community of Practice
5 5 (33.33%) DevOps
5 5 (33.33%) Micro Frontends
5 5 (33.33%) Operational Stability
5 5 (33.33%) Performance Testing
5 5 (33.33%) Visualisation
6 3 (20.00%) OO
6 3 (20.00%) Scrum
Programming Languages
1 10 (66.67%) Java
2 8 (53.33%) SQL
3 7 (46.67%) JavaScript
4 6 (40.00%) Python
4 6 (40.00%) TypeScript
5 2 (13.33%) PL/SQL
6 1 (6.67%) C#
6 1 (6.67%) C++
Qualifications
1 3 (20.00%) AWS Certification
2 2 (13.33%) TOGAF Certification
3 1 (6.67%) AWS Certified Solutions Architect
3 1 (6.67%) Azure Certification
3 1 (6.67%) Degree
3 1 (6.67%) Microsoft Certification
Quality Assurance & Compliance
1 1 (6.67%) Accessibility
1 1 (6.67%) GDPR
1 1 (6.67%) PCI DSS
1 1 (6.67%) QA
1 1 (6.67%) SLA
System Software
1 3 (20.00%) Docker
Systems Management
1 5 (33.33%) Grafana
2 4 (26.67%) Kubernetes
Vendors
1 5 (33.33%) Dynatrace
1 5 (33.33%) Splunk
2 2 (13.33%) MuleSoft
2 2 (13.33%) Oracle
2 2 (13.33%) Sybase
3 1 (6.67%) Adobe
3 1 (6.67%) Atlassian
3 1 (6.67%) Google
3 1 (6.67%) Microsoft
3 1 (6.67%) Okta
3 1 (6.67%) Talend