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 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 33 94 119
Rank change year-on-year +61 +25 -9
Permanent jobs citing NoSQL 712 136 142
As % of all permanent jobs advertised in Scotland 10.62% 2.96% 2.38%
As % of the Database & Business Intelligence category 36.91% 15.56% 12.82%
Number of salaries quoted 40 57 67
10th Percentile £31,250 £49,500 £46,500
25th Percentile £43,438 £61,180 £48,125
Median annual salary (50th Percentile) £61,000 £69,447 £60,000
Median % change year-on-year -12.16% +15.75% +20.00%
75th Percentile £76,250 £89,852 £67,888
90th Percentile £96,885 £117,236 £73,750
UK median annual salary £65,465 £73,000 £70,000
% change year-on-year -10.32% +4.29% +12.00%

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 1,929 874 1,108
As % of all permanent jobs advertised in Scotland 28.76% 19.03% 18.58%
Number of salaries quoted 458 487 586
10th Percentile £32,500 £36,250 £33,750
25th Percentile £40,000 £43,750 £40,606
Median annual salary (50th Percentile) £52,500 £60,000 £55,000
Median % change year-on-year -12.50% +9.09% +15.79%
75th Percentile £65,000 £75,000 £65,000
90th Percentile £75,375 £89,852 £73,750
UK median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +8.33% +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 20 May 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 20 May 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 +84 682 £32,500 -40.91% 2
Edinburgh -30 26 £62,500 -10.00% 14
Aberdeen -12 1 £100,000 +53.85% 2
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
1 349 (49.02%) Apache Spark
2 101 (14.19%) Apache
3 98 (13.76%) FileNet
4 21 (2.95%) GemFire
5 10 (1.40%) IIS
6 2 (0.28%) Confluence
7 1 (0.14%) SAS
Cloud Services
1 375 (52.67%) AWS
2 102 (14.33%) Amazon S3
3 56 (7.87%) Serverless
4 55 (7.72%) AWS Lambda
5 54 (7.58%) Amazon ECS
5 54 (7.58%) Amazon EKS
6 53 (7.44%) Cloud Computing
7 51 (7.16%) Amazon EC2
7 51 (7.16%) Amazon EMR
7 51 (7.16%) Amazon SQS
8 45 (6.32%) GitHub
9 36 (5.06%) Azure
10 15 (2.11%) BlazeMeter
11 10 (1.40%) SaaS
12 5 (0.70%) Azure DevOps
12 5 (0.70%) GCP
13 4 (0.56%) IaaS
13 4 (0.56%) PaaS
14 3 (0.42%) Snowflake
15 2 (0.28%) Azure Data Factory
Communications & Networking
1 10 (1.40%) WAN
2 1 (0.14%) Bluetooth
Database & Business Intelligence
1 311 (43.68%) Big Data
2 160 (22.47%) Hadoop
3 135 (18.96%) Apache Cassandra
4 99 (13.90%) Elasticsearch
5 86 (12.08%) Apache Hive
5 86 (12.08%) HBase
6 51 (7.16%) Electronic Patient Records
7 45 (6.32%) Relational Database
8 21 (2.95%) CockroachDB
8 21 (2.95%) Hazelcast
9 20 (2.81%) Looker
10 19 (2.67%) MongoDB
11 11 (1.54%) SQL Server
12 7 (0.98%) Data Warehouse
13 4 (0.56%) DynamoDB
13 4 (0.56%) PostgreSQL
14 3 (0.42%) Amazon RDS
14 3 (0.42%) Data Lake
14 3 (0.42%) Oracle Database
15 2 (0.28%) Metadata
Development Applications
1 137 (19.24%) Jenkins
2 134 (18.82%) JUnit
3 93 (13.06%) Git
4 86 (12.08%) Bitbucket Server
5 47 (6.60%) Mockito
6 45 (6.32%) Jasmine
7 21 (2.95%) Jaeger
8 2 (0.28%) Cucumber
8 2 (0.28%) JIRA
9 1 (0.14%) Cypress.io
9 1 (0.14%) JHipster
General
1 679 (95.37%) Finance
2 668 (93.82%) Inclusion and Diversity
2 668 (93.82%) Law
3 316 (44.38%) Legal
4 301 (42.28%) Marketing
5 161 (22.61%) Influencing Skills
6 112 (15.73%) Financial Institution
7 43 (6.04%) Banking
8 23 (3.23%) Investment Banking
9 15 (2.11%) Private Banking
10 2 (0.28%) Retail
11 1 (0.14%) Analytical Skills
11 1 (0.14%) Social Skills
11 1 (0.14%) Tech for Good
Job Titles
1 564 (79.21%) Software Engineer
2 248 (34.83%) Big Data Engineer
2 248 (34.83%) Big Data Software Engineer
3 242 (33.99%) Java Engineer
4 241 (33.85%) Java Software Engineer
5 213 (29.92%) AWS Engineer
5 213 (29.92%) AWS Software Engineer
6 209 (29.35%) Scala Engineer
6 209 (29.35%) Scala Software Engineer
7 189 (26.54%) Lead
8 186 (26.12%) Lead Software Engineer
9 122 (17.13%) Lead Java Engineer
10 119 (16.71%) Full Stack Engineer
10 119 (16.71%) Java Scala Software Engineer
11 118 (16.57%) Full Stack Software Engineer
12 112 (15.73%) Engineering Manager
12 112 (15.73%) Software Engineering Manager
13 108 (15.17%) Lead Big Data Engineer
14 88 (12.36%) Senior
15 77 (10.81%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 200 (28.09%) Spring
2 176 (24.72%) Kafka
3 157 (22.05%) J2EE
4 152 (21.35%) React
5 137 (19.24%) AngularJS
6 122 (17.13%) Hibernate
7 111 (15.59%) JMS
8 103 (14.47%) CSS
9 102 (14.33%) HTML
10 98 (13.76%) GraphQL
10 98 (13.76%) Spring Integration
11 77 (10.81%) JSON
12 76 (10.67%) Node.js
13 72 (10.11%) jQuery
13 72 (10.11%) Twitter Bootstrap
14 59 (8.29%) NumPy
14 59 (8.29%) Pandas
15 45 (6.32%) Web Services
16 40 (5.62%) XML
17 39 (5.48%) JavaBeans
Miscellaneous
1 258 (36.24%) Algorithms
2 243 (34.13%) Cloud Native
3 81 (11.38%) Onboarding
4 59 (8.29%) Market Risk
5 30 (4.21%) Public Cloud
6 22 (3.09%) Management Information System
7 21 (2.95%) Foreign Exchange (FX)
7 21 (2.95%) Replication
8 20 (2.81%) Product Ownership
9 19 (2.67%) Data Structures
10 10 (1.40%) Clustering
10 10 (1.40%) Distributed Systems
11 7 (0.98%) Greenfield Project
11 7 (0.98%) Legacy Systems
12 4 (0.56%) Video\Live Streaming
13 3 (0.42%) Blockchain
13 3 (0.42%) Mainframe
14 1 (0.14%) Kindle
Operating Systems
1 93 (13.06%) Unix
2 1 (0.14%) Linux
Processes & Methodologies
1 678 (95.22%) Agile
1 678 (95.22%) Software Engineering
2 655 (91.99%) SDLC
3 634 (89.04%) CI/CD
4 510 (71.63%) Operational Stability
5 358 (50.28%) Machine Learning
6 356 (50.00%) Artificial Intelligence
7 323 (45.37%) Risk Management
8 319 (44.80%) Community of Practice
9 288 (40.45%) Visualisation
10 287 (40.31%) Continuous Improvement
11 212 (29.78%) Performance Tuning
12 205 (28.79%) Microservices
13 171 (24.02%) Problem-Solving
14 165 (23.17%) Continuous Delivery
15 138 (19.38%) Full Stack Development
16 118 (16.57%) TDD
17 114 (16.01%) Decision-Making
18 104 (14.61%) Computer Science
19 98 (13.76%) AOP
Programming Languages
1 685 (96.21%) SQL
2 538 (75.56%) Java
3 263 (36.94%) Scala
4 192 (26.97%) Python
5 109 (15.31%) JavaScript
6 89 (12.50%) PL/SQL
7 79 (11.10%) TypeScript
8 25 (3.51%) Groovy
9 13 (1.83%) C#
10 2 (0.28%) Shell Script
11 1 (0.14%) C++
11 1 (0.14%) Elixir
11 1 (0.14%) Perl
11 1 (0.14%) R
11 1 (0.14%) Ruby
Qualifications
1 29 (4.07%) Computer Science Degree
1 29 (4.07%) Degree
1 29 (4.07%) Master's Degree
2 11 (1.54%) Security Cleared
3 1 (0.14%) BPSS Clearance
3 1 (0.14%) SC Cleared
Quality Assurance & Compliance
1 20 (2.81%) PMO
2 4 (0.56%) Data Quality
3 1 (0.14%) Accessibility
3 1 (0.14%) SLA
System Software
1 86 (12.08%) HDFS
2 10 (1.40%) VMware NSX
3 9 (1.26%) Docker
4 1 (0.14%) Active Directory
Systems Management
1 109 (15.31%) Kubernetes
2 101 (14.19%) Terraform
3 36 (5.06%) Grafana
4 21 (2.95%) HAProxy
4 21 (2.95%) ITRS Geneos
4 21 (2.95%) Kibana
4 21 (2.95%) Prometheus
4 21 (2.95%) Zipkin
5 2 (0.28%) Istio
Vendors
1 131 (18.40%) Databricks
2 108 (15.17%) Oracle
3 87 (12.22%) Informatica
4 56 (7.87%) Cloudera
5 39 (5.48%) Dynatrace
5 39 (5.48%) Splunk
6 20 (2.81%) Atlassian
7 12 (1.69%) Microsoft
8 10 (1.40%) VMware
9 4 (0.56%) ForgeRock
10 1 (0.14%) Apple
10 1 (0.14%) Teradata