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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 32 100 115
Rank change year-on-year +68 +15 -7
Permanent jobs citing NoSQL 688 124 159
As % of all permanent jobs advertised in Scotland 10.06% 2.85% 2.61%
As % of the Database & Business Intelligence category 36.77% 15.03% 14.16%
Number of salaries quoted 36 48 65
10th Percentile £31,250 £49,625 £46,000
25th Percentile £43,438 £58,125 £48,750
Median annual salary (50th Percentile) £61,000 £69,447 £60,000
Median % change year-on-year -12.16% +15.75% +20.00%
75th Percentile £75,000 £89,852 £68,275
90th Percentile £88,125 £117,236 £74,500
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 1,871 825 1,123
As % of all permanent jobs advertised in Scotland 27.36% 18.96% 18.46%
Number of salaries quoted 454 465 588
10th Percentile £32,500 £36,250 £33,416
25th Percentile £40,000 £43,750 £40,580
Median annual salary (50th Percentile) £52,500 £60,000 £55,000
Median % change year-on-year -12.50% +9.09% +15.79%
75th Percentile £64,500 £75,000 £66,250
90th Percentile £75,000 £85,000 £75,000
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 1 June 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 1 June 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 +81 661 £32,500 -40.91% 2
Edinburgh -29 23 £61,000 -12.16% 7
Aberdeen -11 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
1 337 (48.98%) Apache Spark
2 98 (14.24%) FileNet
3 97 (14.10%) Apache
4 21 (3.05%) GemFire
5 9 (1.31%) IIS
6 2 (0.29%) Confluence
7 1 (0.15%) SAS
Cloud Services
1 358 (52.03%) AWS
2 103 (14.97%) Amazon S3
3 55 (7.99%) Serverless
4 54 (7.85%) AWS Lambda
5 52 (7.56%) Amazon ECS
5 52 (7.56%) Amazon EKS
6 50 (7.27%) Amazon EC2
6 50 (7.27%) Cloud Computing
7 49 (7.12%) Amazon EMR
7 49 (7.12%) Amazon SQS
8 45 (6.54%) GitHub
9 33 (4.80%) Azure
10 15 (2.18%) BlazeMeter
11 9 (1.31%) SaaS
12 5 (0.73%) Azure DevOps
13 3 (0.44%) GCP
13 3 (0.44%) Snowflake
14 2 (0.29%) Azure Data Factory
14 2 (0.29%) IaaS
14 2 (0.29%) PaaS
Communications & Networking
1 9 (1.31%) WAN
2 1 (0.15%) Bluetooth
Database & Business Intelligence
1 296 (43.02%) Big Data
2 154 (22.38%) Hadoop
3 135 (19.62%) Apache Cassandra
4 99 (14.39%) Elasticsearch
5 84 (12.21%) Apache Hive
5 84 (12.21%) HBase
6 49 (7.12%) Electronic Patient Records
7 43 (6.25%) Relational Database
8 21 (3.05%) CockroachDB
8 21 (3.05%) Hazelcast
9 19 (2.76%) MongoDB
10 18 (2.62%) Looker
11 10 (1.45%) SQL Server
12 5 (0.73%) Data Warehouse
13 4 (0.58%) Amazon RDS
13 4 (0.58%) DynamoDB
13 4 (0.58%) PostgreSQL
14 3 (0.44%) Oracle Database
15 2 (0.29%) Metadata
15 2 (0.29%) RDBMS
Development Applications
1 135 (19.62%) Jenkins
2 134 (19.48%) JUnit
3 91 (13.23%) Git
4 84 (12.21%) Bitbucket Server
5 47 (6.83%) Mockito
6 45 (6.54%) Jasmine
7 21 (3.05%) Jaeger
8 2 (0.29%) Cucumber
8 2 (0.29%) JIRA
9 1 (0.15%) Cypress.io
9 1 (0.15%) JHipster
General
1 654 (95.06%) Finance
2 647 (94.04%) Inclusion and Diversity
2 647 (94.04%) Law
3 309 (44.91%) Legal
4 287 (41.72%) Marketing
5 155 (22.53%) Influencing Skills
6 108 (15.70%) Financial Institution
7 40 (5.81%) Banking
8 23 (3.34%) Investment Banking
9 15 (2.18%) Private Banking
10 1 (0.15%) Analytical Skills
10 1 (0.15%) Retail
10 1 (0.15%) Social Skills
10 1 (0.15%) Tech for Good
Job Titles
1 547 (79.51%) Software Engineer
2 239 (34.74%) Java Engineer
3 238 (34.59%) Big Data Engineer
3 238 (34.59%) Big Data Software Engineer
3 238 (34.59%) Java Software Engineer
4 205 (29.80%) AWS Engineer
4 205 (29.80%) AWS Software Engineer
5 201 (29.22%) Scala Engineer
5 201 (29.22%) Scala Software Engineer
6 181 (26.31%) Lead
7 178 (25.87%) Lead Software Engineer
8 120 (17.44%) Lead Java Engineer
9 119 (17.30%) Java Scala Software Engineer
10 116 (16.86%) Full Stack Engineer
11 115 (16.72%) Full Stack Software Engineer
12 108 (15.70%) Engineering Manager
12 108 (15.70%) Software Engineering Manager
13 104 (15.12%) Lead Big Data Engineer
14 85 (12.35%) Senior
15 74 (10.76%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 198 (28.78%) Spring
2 175 (25.44%) Kafka
3 156 (22.67%) J2EE
4 150 (21.80%) React
5 136 (19.77%) AngularJS
6 122 (17.73%) Hibernate
7 110 (15.99%) JMS
8 101 (14.68%) CSS
9 100 (14.53%) HTML
10 98 (14.24%) GraphQL
10 98 (14.24%) Spring Integration
11 77 (11.19%) JSON
11 77 (11.19%) Node.js
12 72 (10.47%) jQuery
12 72 (10.47%) Twitter Bootstrap
13 57 (8.28%) NumPy
13 57 (8.28%) Pandas
14 44 (6.40%) Web Services
15 39 (5.67%) XML
16 38 (5.52%) JavaBeans
Miscellaneous
1 252 (36.63%) Algorithms
2 236 (34.30%) Cloud Native
3 78 (11.34%) Onboarding
4 57 (8.28%) Market Risk
5 27 (3.92%) Public Cloud
6 21 (3.05%) Foreign Exchange (FX)
6 21 (3.05%) Replication
7 20 (2.91%) Management Information System
8 19 (2.76%) Data Structures
9 18 (2.62%) Product Ownership
10 9 (1.31%) Clustering
10 9 (1.31%) Distributed Systems
11 6 (0.87%) Greenfield Project
12 5 (0.73%) Legacy Systems
13 4 (0.58%) Video\Live Streaming
14 1 (0.15%) Blockchain
14 1 (0.15%) Kindle
14 1 (0.15%) Mainframe
Operating Systems
1 90 (13.08%) Unix
2 2 (0.29%) Linux
Processes & Methodologies
1 657 (95.49%) Software Engineering
2 655 (95.20%) Agile
3 634 (92.15%) SDLC
4 614 (89.24%) CI/CD
5 493 (71.66%) Operational Stability
6 349 (50.73%) Machine Learning
7 348 (50.58%) Artificial Intelligence
8 314 (45.64%) Risk Management
9 310 (45.06%) Community of Practice
10 281 (40.84%) Visualisation
11 280 (40.70%) Continuous Improvement
12 204 (29.65%) Performance Tuning
13 199 (28.92%) Microservices
14 165 (23.98%) Problem-Solving
15 156 (22.67%) Continuous Delivery
16 135 (19.62%) Full Stack Development
17 114 (16.57%) TDD
18 112 (16.28%) Decision-Making
19 103 (14.97%) Computer Science
20 98 (14.24%) AOP
Programming Languages
1 663 (96.37%) SQL
2 523 (76.02%) Java
3 253 (36.77%) Scala
4 187 (27.18%) Python
5 106 (15.41%) JavaScript
6 85 (12.35%) PL/SQL
7 79 (11.48%) TypeScript
8 25 (3.63%) Groovy
9 12 (1.74%) C#
10 2 (0.29%) C++
10 2 (0.29%) Elixir
10 2 (0.29%) Perl
10 2 (0.29%) Ruby
11 1 (0.15%) R
Qualifications
1 30 (4.36%) Computer Science Degree
1 30 (4.36%) Degree
1 30 (4.36%) Master's Degree
2 10 (1.45%) Security Cleared
3 1 (0.15%) BPSS Clearance
3 1 (0.15%) SC Cleared
Quality Assurance & Compliance
1 18 (2.62%) PMO
2 4 (0.58%) Data Quality
3 1 (0.15%) Accessibility
3 1 (0.15%) SLA
System Software
1 84 (12.21%) HDFS
2 10 (1.45%) Docker
3 9 (1.31%) VMware NSX
4 1 (0.15%) Active Directory
Systems Management
1 110 (15.99%) Kubernetes
2 99 (14.39%) Terraform
3 36 (5.23%) Grafana
4 21 (3.05%) HAProxy
4 21 (3.05%) ITRS Geneos
4 21 (3.05%) Kibana
4 21 (3.05%) Prometheus
4 21 (3.05%) Zipkin
5 2 (0.29%) Istio
Vendors
1 127 (18.46%) Databricks
2 108 (15.70%) Oracle
3 85 (12.35%) Informatica
4 54 (7.85%) Cloudera
5 39 (5.67%) Dynatrace
5 39 (5.67%) Splunk
6 18 (2.62%) Atlassian
7 11 (1.60%) Microsoft
8 9 (1.31%) VMware
9 4 (0.58%) ForgeRock
10 1 (0.15%) Apple
10 1 (0.15%) Teradata