NoSQL Jobs in Scotland

NoSQL
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring NoSQL skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited NoSQL over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 37 122 71
Rank change year-on-year +85 -51 +36
Permanent jobs citing NoSQL 471 91 234
As % of all permanent jobs advertised in Scotland 8.27% 2.40% 3.84%
As % of the Database & Business Intelligence category 35.15% 11.82% 18.80%
Number of salaries quoted 20 32 70
10th Percentile £45,875 £45,375 £45,000
25th Percentile £55,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,500 £65,000 £60,000
Median % change year-on-year -6.92% +8.33% +4.35%
75th Percentile £70,971 £84,056 £68,081
90th Percentile £80,500 £89,852 £75,500
UK median annual salary £65,000 £72,500 £70,000
% change year-on-year -10.34% +3.57% +7.69%

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 permanent job vacancies requiring database or business intelligence skills in Scotland.

Permanent vacancies with a requirement for database or business intelligence skills 1,340 770 1,245
As % of all permanent jobs advertised in Scotland 23.52% 20.30% 20.44%
Number of salaries quoted 355 483 589
10th Percentile £32,500 £36,250 £31,250
25th Percentile £39,000 £45,000 £39,000
Median annual salary (50th Percentile) £51,500 £57,654 £55,000
Median % change year-on-year -10.67% +4.83% +15.79%
75th Percentile £64,875 £72,500 £66,250
90th Percentile £73,886 £82,548 £75,000
UK median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +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 26 July 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 26 July 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 +73 455 £70,000 +27.27% 2
Edinburgh -12 14 £60,000 -24.65%
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
1 209 (44.37%) Apache Spark
2 98 (20.81%) FileNet
3 55 (11.68%) Apache
4 21 (4.46%) GemFire
5 2 (0.42%) Confluence
5 2 (0.42%) IIS
5 2 (0.42%) SAS
Applications
1 1 (0.21%) SPSS
Cloud Services
1 213 (45.22%) AWS
2 100 (21.23%) Amazon S3
3 45 (9.55%) GitHub
4 33 (7.01%) Serverless
5 32 (6.79%) Amazon ECS
5 32 (6.79%) Amazon EKS
6 31 (6.58%) AWS Lambda
7 30 (6.37%) Amazon EC2
8 29 (6.16%) Amazon EMR
8 29 (6.16%) Amazon SQS
8 29 (6.16%) Cloud Computing
9 14 (2.97%) Azure
10 8 (1.70%) SaaS
11 6 (1.27%) BlazeMeter
12 3 (0.64%) GCP
12 3 (0.64%) Snowflake
13 1 (0.21%) Azure Data Factory
13 1 (0.21%) Azure DevOps
Communications & Networking
1 2 (0.42%) WAN
Database & Business Intelligence
1 179 (38.00%) Big Data
2 127 (26.96%) Apache Cassandra
3 98 (20.81%) Elasticsearch
4 87 (18.47%) Hadoop
5 60 (12.74%) Apache Hive
5 60 (12.74%) HBase
6 29 (6.16%) Electronic Patient Records
7 24 (5.10%) Relational Database
8 21 (4.46%) CockroachDB
8 21 (4.46%) Hazelcast
9 11 (2.34%) MongoDB
10 5 (1.06%) SQL Server
11 4 (0.85%) Amazon RDS
11 4 (0.85%) Oracle Database
12 3 (0.64%) PostgreSQL
13 2 (0.42%) Data Warehouse
14 1 (0.21%) Data Mining
14 1 (0.21%) DynamoDB
14 1 (0.21%) MySQL
14 1 (0.21%) Tableau
Development Applications
1 124 (26.33%) JUnit
2 110 (23.35%) Jenkins
3 63 (13.38%) Git
4 60 (12.74%) Bitbucket Server
5 46 (9.77%) Mockito
6 45 (9.55%) Jasmine
7 21 (4.46%) Jaeger
8 2 (0.42%) JIRA
9 1 (0.21%) Cucumber
General
1 449 (95.33%) Finance
2 447 (94.90%) Inclusion and Diversity
3 446 (94.69%) Law
4 238 (50.53%) Legal
5 167 (35.46%) Marketing
6 93 (19.75%) Influencing Skills
7 66 (14.01%) Financial Institution
8 31 (6.58%) Banking
9 23 (4.88%) Investment Banking
10 6 (1.27%) Private Banking
11 3 (0.64%) Social Skills
12 1 (0.21%) Analytical Skills
12 1 (0.21%) Tech for Good
Job Titles
1 386 (81.95%) Software Engineer
2 163 (34.61%) Java Engineer
2 163 (34.61%) Java Software Engineer
3 146 (31.00%) Big Data Engineer
3 146 (31.00%) Big Data Software Engineer
4 142 (30.15%) AWS Engineer
4 142 (30.15%) AWS Software Engineer
5 119 (25.27%) Lead
6 117 (24.84%) Lead Software Engineer
7 116 (24.63%) Scala Engineer
7 116 (24.63%) Scala Software Engineer
8 107 (22.72%) Full Stack Engineer
8 107 (22.72%) Full Stack Software Engineer
9 85 (18.05%) Lead Java Engineer
10 66 (14.01%) Engineering Manager
10 66 (14.01%) Software Engineering Manager
11 61 (12.95%) Java Scala Software Engineer
11 61 (12.95%) Lead Big Data Engineer
12 59 (12.53%) Senior
13 51 (10.83%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 179 (38.00%) Spring
2 157 (33.33%) Kafka
3 149 (31.63%) J2EE
4 129 (27.39%) AngularJS
5 125 (26.54%) React
6 121 (25.69%) Hibernate
7 102 (21.66%) JMS
8 98 (20.81%) GraphQL
8 98 (20.81%) Spring Integration
9 78 (16.56%) Node.js
10 75 (15.92%) CSS
11 74 (15.71%) HTML
12 73 (15.50%) JSON
13 72 (15.29%) jQuery
13 72 (15.29%) Twitter Bootstrap
14 34 (7.22%) NumPy
14 34 (7.22%) Pandas
15 33 (7.01%) Web Services
16 30 (6.37%) JavaBeans
16 30 (6.37%) XML
Miscellaneous
1 188 (39.92%) Cloud Native
2 187 (39.70%) Algorithms
3 57 (12.10%) Onboarding
4 34 (7.22%) Market Risk
5 21 (4.46%) Foreign Exchange (FX)
5 21 (4.46%) Replication
6 19 (4.03%) Data Structures
7 14 (2.97%) Management Information System
8 4 (0.85%) Video\Live Streaming
9 2 (0.42%) Clustering
9 2 (0.42%) Distributed Systems
9 2 (0.42%) Public Cloud
10 1 (0.21%) Credit Risk
Operating Systems
1 65 (13.80%) Unix
2 2 (0.42%) Linux
Processes & Methodologies
1 455 (96.60%) Software Engineering
2 454 (96.39%) Agile
3 443 (94.06%) SDLC
4 425 (90.23%) CI/CD
5 336 (71.34%) Operational Stability
6 273 (57.96%) Artificial Intelligence
6 273 (57.96%) Machine Learning
7 238 (50.53%) Risk Management
8 234 (49.68%) Community of Practice
9 208 (44.16%) Continuous Improvement
10 207 (43.95%) Visualisation
11 162 (34.39%) Microservices
12 123 (26.11%) Full Stack Development
13 122 (25.90%) Performance Tuning
14 103 (21.87%) Problem-Solving
15 98 (20.81%) AOP
15 98 (20.81%) Document Management
16 90 (19.11%) Decision-Making
17 89 (18.90%) Continuous Delivery
18 81 (17.20%) Computer Science
Programming Languages
1 456 (96.82%) SQL
2 366 (77.71%) Java
3 149 (31.63%) Scala
4 125 (26.54%) Python
5 80 (16.99%) JavaScript
6 78 (16.56%) TypeScript
7 60 (12.74%) PL/SQL
8 22 (4.67%) Groovy
9 10 (2.12%) C#
10 2 (0.42%) C++
10 2 (0.42%) Elixir
10 2 (0.42%) Perl
10 2 (0.42%) Ruby
11 1 (0.21%) R
Qualifications
1 32 (6.79%) Degree
2 31 (6.58%) Computer Science Degree
3 30 (6.37%) Master's Degree
4 2 (0.42%) Security Cleared
Quality Assurance & Compliance
1 2 (0.42%) Data Quality
System Software
1 60 (12.74%) HDFS
2 7 (1.49%) Docker
3 2 (0.42%) VMware NSX
Systems Management
1 107 (22.72%) Kubernetes
2 66 (14.01%) Terraform
3 27 (5.73%) Grafana
4 21 (4.46%) HAProxy
4 21 (4.46%) ITRS Geneos
4 21 (4.46%) Kibana
4 21 (4.46%) Prometheus
4 21 (4.46%) Zipkin
5 2 (0.42%) Istio
Vendors
1 108 (22.93%) Oracle
2 89 (18.90%) Databricks
3 60 (12.74%) Informatica
4 30 (6.37%) Cloudera
4 30 (6.37%) Dynatrace
4 30 (6.37%) Splunk
5 5 (1.06%) Microsoft
6 2 (0.42%) VMware
7 1 (0.21%) Alteryx
7 1 (0.21%) ForgeRock
7 1 (0.21%) Teradata