NoSQL Jobs in Scotland

NoSQL
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 4 March 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 Mar 2024
Same period 2023 Same period 2022
Rank 43 100 107
Rank change year-on-year +57 +7 -12
Permanent jobs citing NoSQL 440 134 144
As % of all permanent jobs advertised in Scotland 8.76% 2.74% 2.65%
As % of the Database & Business Intelligence category 30.51% 15.60% 12.52%
Number of salaries quoted 57 71 57
10th Percentile - £45,607 £46,250
25th Percentile £31,250 £56,250 £49,000
Median annual salary (50th Percentile) £65,000 £69,447 £60,000
Median % change year-on-year -6.40% +15.75% +20.00%
75th Percentile £90,000 £82,500 £68,750
90th Percentile £100,064 £117,236 £75,250
UK median annual salary £67,500 £75,000 £70,000
% change year-on-year -10.00% +7.14% +16.67%

All Database and Business Intelligence Skills
Scotland

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 Scotland with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 1,442 859 1,150
As % of all permanent jobs advertised in Scotland 28.72% 17.58% 21.15%
Number of salaries quoted 455 482 617
10th Percentile £32,500 £36,250 £34,500
25th Percentile £41,250 £43,750 £41,250
Median annual salary (50th Percentile) £55,000 £57,500 £52,500
Median % change year-on-year -4.35% +9.52% +8.25%
75th Percentile £69,375 £77,661 £63,750
90th Percentile £83,934 £85,000 £73,750
UK median annual salary £57,500 £62,500 £60,000
% change year-on-year -8.00% +4.17% +9.09%

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
Salary Trend in Scotland

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

Salary trend for NoSQL in Scotland

NoSQL
Salary Histogram in Scotland

Salary distribution for jobs citing NoSQL in Scotland over the 6 months to 4 March 2024.

Salary histogram for NoSQL in Scotland

NoSQL
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Scotland region over the 6 months to 4 March 2024. 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
Glasgow +89 399 £32,500 -42.98% 11
Edinburgh -21 35 £70,000 +0.80% 10
Aberdeen - 2 £100,000 - 1
Dundee - 2 £45,000 -
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:

Application Platforms
1 231 (52.50%) Apache Spark
2 71 (16.14%) Apache
3 16 (3.64%) IIS
4 13 (2.95%) FileNet
5 5 (1.14%) GemFire
6 2 (0.45%) Jetty
6 2 (0.45%) Tomcat
Cloud Services
1 266 (60.45%) AWS
2 44 (10.00%) Azure
2 44 (10.00%) Cloud Computing
3 42 (9.55%) Serverless
4 37 (8.41%) AWS Lambda
5 33 (7.50%) Amazon EC2
5 33 (7.50%) Amazon ECS
5 33 (7.50%) Amazon EKS
5 33 (7.50%) Amazon EMR
5 33 (7.50%) Amazon SQS
6 17 (3.86%) Amazon S3
7 16 (3.64%) GitHub
8 15 (3.41%) BlazeMeter
8 15 (3.41%) GCP
9 9 (2.05%) SaaS
10 6 (1.36%) GitHub Actions
11 5 (1.14%) Azure DevOps
11 5 (1.14%) IaaS
11 5 (1.14%) PaaS
12 4 (0.91%) Azure Functions
Communications & Networking
1 16 (3.64%) WAN
2 1 (0.23%) Bluetooth
Database & Business Intelligence
1 210 (47.73%) Big Data
2 110 (25.00%) Hadoop
3 54 (12.27%) HBase
4 53 (12.05%) Apache Hive
5 34 (7.73%) Apache Cassandra
6 33 (7.50%) Electronic Patient Records
7 31 (7.05%) Relational Database
8 22 (5.00%) Looker
9 18 (4.09%) MongoDB
9 18 (4.09%) SQL Server
10 14 (3.18%) Elasticsearch
11 8 (1.82%) Data Warehouse
11 8 (1.82%) PostgreSQL
12 6 (1.36%) Data Lake
12 6 (1.36%) MySQL
13 5 (1.14%) CockroachDB
13 5 (1.14%) Hazelcast
13 5 (1.14%) RDBMS
14 4 (0.91%) DynamoDB
15 3 (0.68%) Redis
Development Applications
1 75 (17.05%) Jenkins
2 66 (15.00%) Git
3 53 (12.05%) Bitbucket Server
4 34 (7.73%) JUnit
5 11 (2.50%) Mockito
6 10 (2.27%) Jasmine
7 5 (1.14%) Jaeger
8 4 (0.91%) Maven
8 4 (0.91%) Travis CI
9 2 (0.45%) GitLab
9 2 (0.45%) Gradle
9 2 (0.45%) SonarQube
9 2 (0.45%) Sonatype Nexus
9 2 (0.45%) Subversion
10 1 (0.23%) Cucumber
10 1 (0.23%) Cypress.io
10 1 (0.23%) Flyway
10 1 (0.23%) JHipster
10 1 (0.23%) Liquibase
10 1 (0.23%) Team Foundation Server
General
1 397 (90.23%) Finance
2 382 (86.82%) Inclusion and Diversity
3 376 (85.45%) Law
4 191 (43.41%) Marketing
5 163 (37.05%) Legal
6 108 (24.55%) Influencing Skills
7 76 (17.27%) Financial Institution
8 34 (7.73%) Banking
9 15 (3.41%) Private Banking
10 5 (1.14%) Investment Banking
11 4 (0.91%) Retail
12 3 (0.68%) Public Sector
12 3 (0.68%) Social Skills
13 1 (0.23%) Analytical Skills
13 1 (0.23%) Tech for Good
Job Titles
1 309 (70.23%) Software Engineer
2 161 (36.59%) Big Data Engineer
2 161 (36.59%) Big Data Software Engineer
3 139 (31.59%) Scala Engineer
3 139 (31.59%) Scala Software Engineer
4 133 (30.23%) Java Engineer
5 132 (30.00%) Java Software Engineer
6 131 (29.77%) AWS Engineer
6 131 (29.77%) AWS Software Engineer
7 103 (23.41%) Lead
8 100 (22.73%) Lead Software Engineer
9 83 (18.86%) Java Scala Software Engineer
10 77 (17.50%) Engineering Manager
10 77 (17.50%) Software Engineering Manager
11 72 (16.36%) Lead Big Data Engineer
12 67 (15.23%) Lead Java Engineer
13 57 (12.95%) Developer
14 54 (12.27%) Senior
15 40 (9.09%) Developer/Software Engineer
15 40 (9.09%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 66 (15.00%) Spring
2 62 (14.09%) Kafka
3 56 (12.73%) React
4 40 (9.09%) NumPy
4 40 (9.09%) Pandas
5 38 (8.64%) CSS
5 38 (8.64%) HTML
6 37 (8.41%) J2EE
7 29 (6.59%) Web Services
8 28 (6.36%) AngularJS
9 27 (6.14%) JMS
10 23 (5.23%) XML
11 22 (5.00%) Hibernate
11 22 (5.00%) JavaBeans
12 15 (3.41%) Spring Boot
13 14 (3.18%) GraphQL
14 13 (2.95%) Spring Integration
15 11 (2.50%) Node.js
15 11 (2.50%) REST
16 10 (2.27%) RESTful
Miscellaneous
1 141 (32.05%) Algorithms
2 103 (23.41%) Cloud Native
3 49 (11.14%) Onboarding
4 42 (9.55%) Public Cloud
5 40 (9.09%) Market Risk
6 20 (4.55%) Product Ownership
7 17 (3.86%) Distributed Systems
8 16 (3.64%) Clustering
9 9 (2.05%) Management Information System
10 7 (1.59%) Foreign Exchange (FX)
10 7 (1.59%) Greenfield Project
10 7 (1.59%) Legacy Systems
11 5 (1.14%) Replication
12 4 (0.91%) Blockchain
12 4 (0.91%) Data Structures
12 4 (0.91%) Mainframe
13 1 (0.23%) Kindle
13 1 (0.23%) Renewable Energy
13 1 (0.23%) Video\Live Streaming
Operating Systems
1 60 (13.64%) Unix
2 7 (1.59%) Linux
Processes & Methodologies
1 397 (90.23%) Agile
2 386 (87.73%) Software Engineering
3 373 (84.77%) CI/CD
4 362 (82.27%) SDLC
5 289 (65.68%) Operational Stability
6 174 (39.55%) Machine Learning
7 171 (38.86%) Artificial Intelligence
8 170 (38.64%) Risk Management
9 168 (38.18%) Community of Practice
10 157 (35.68%) Visualisation
11 155 (35.23%) Continuous Improvement
12 141 (32.05%) Performance Tuning
13 119 (27.05%) Continuous Delivery
14 112 (25.45%) Problem-Solving
15 94 (21.36%) TDD
16 90 (20.45%) Microservices
17 60 (13.64%) Test Automation
18 59 (13.41%) DevOps
19 55 (12.50%) Batch Processing
19 55 (12.50%) Open Source
Programming Languages
1 409 (92.95%) SQL
2 308 (70.00%) Java
3 177 (40.23%) Scala
4 136 (30.91%) Python
5 56 (12.73%) PL/SQL
6 45 (10.23%) JavaScript
7 9 (2.05%) C#
7 9 (2.05%) Groovy
8 8 (1.82%) TypeScript
9 5 (1.14%) Bash
9 5 (1.14%) C++
10 2 (0.45%) Ruby
10 2 (0.45%) Shell Script
11 1 (0.23%) Elixir
11 1 (0.23%) Go
11 1 (0.23%) Perl
Qualifications
1 17 (3.86%) Security Cleared
2 12 (2.73%) Computer Science Degree
2 12 (2.73%) Degree
3 10 (2.27%) Master's Degree
4 4 (0.91%) Azure Certification
5 1 (0.23%) BPSS Clearance
5 1 (0.23%) SC Cleared
Quality Assurance & Compliance
1 20 (4.55%) PMO
2 3 (0.68%) Data Quality
3 1 (0.23%) Accessibility
3 1 (0.23%) SLA
System Software
1 53 (12.05%) HDFS
2 16 (3.64%) VMware NSX
3 13 (2.95%) Docker
4 1 (0.23%) Active Directory
Systems Management
1 79 (17.95%) Terraform
2 26 (5.91%) Kubernetes
3 20 (4.55%) Grafana
4 5 (1.14%) HAProxy
4 5 (1.14%) ITRS Geneos
4 5 (1.14%) Kibana
4 5 (1.14%) Prometheus
4 5 (1.14%) Zipkin
5 2 (0.45%) Istio
6 1 (0.23%) Rancher
Vendors
1 82 (18.64%) Databricks
2 54 (12.27%) Informatica
3 40 (9.09%) Cloudera
4 20 (4.55%) Atlassian
4 20 (4.55%) Dynatrace
4 20 (4.55%) Splunk
5 18 (4.09%) Microsoft
6 16 (3.64%) Oracle
6 16 (3.64%) VMware
7 4 (0.91%) ForgeRock
8 3 (0.68%) Google
9 1 (0.23%) Apple
9 1 (0.23%) Dell
9 1 (0.23%) StreamSets