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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 33 104 124
Rank change year-on-year +71 +20 -25
Permanent jobs citing NoSQL 700 134 148
As % of all permanent jobs advertised in Scotland 10.31% 3.00% 2.44%
As % of the Database & Business Intelligence category 36.82% 15.64% 13.19%
Number of salaries quoted 37 54 66
10th Percentile - £49,125 £46,250
25th Percentile £31,250 £60,295 £49,375
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 £68,081
90th Percentile £93,366 £117,236 £74,375
UK median annual salary £65,465 £75,000 £70,000
% change year-on-year -12.71% +7.14% +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 1,901 857 1,122
As % of all permanent jobs advertised in Scotland 27.99% 19.16% 18.52%
Number of salaries quoted 455 475 593
10th Percentile £32,500 £36,250 £33,540
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 £64,750 £75,000 £65,000
90th Percentile £75,000 £87,911 £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 28 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 28 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 +87 672 £32,500 -40.91% 3
Edinburgh -31 24 £61,750 -11.08% 7
Aberdeen -13 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
1 343 (49.00%) Apache Spark
2 99 (14.14%) Apache
3 98 (14.00%) FileNet
4 21 (3.00%) GemFire
5 10 (1.43%) IIS
6 2 (0.29%) Confluence
7 1 (0.14%) SAS
Cloud Services
1 366 (52.29%) AWS
2 102 (14.57%) Amazon S3
3 55 (7.86%) Serverless
4 54 (7.71%) AWS Lambda
5 53 (7.57%) Amazon ECS
5 53 (7.57%) Amazon EKS
6 52 (7.43%) Cloud Computing
7 50 (7.14%) Amazon EC2
7 50 (7.14%) Amazon EMR
7 50 (7.14%) Amazon SQS
8 45 (6.43%) GitHub
9 34 (4.86%) Azure
10 15 (2.14%) BlazeMeter
11 9 (1.29%) SaaS
12 5 (0.71%) Azure DevOps
13 4 (0.57%) GCP
14 3 (0.43%) Snowflake
15 2 (0.29%) Azure Data Factory
15 2 (0.29%) IaaS
15 2 (0.29%) PaaS
Communications & Networking
1 10 (1.43%) WAN
2 1 (0.14%) Bluetooth
Database & Business Intelligence
1 304 (43.43%) Big Data
2 157 (22.43%) Hadoop
3 135 (19.29%) Apache Cassandra
4 99 (14.14%) Elasticsearch
5 85 (12.14%) Apache Hive
5 85 (12.14%) HBase
6 50 (7.14%) Electronic Patient Records
7 44 (6.29%) Relational Database
8 21 (3.00%) CockroachDB
8 21 (3.00%) Hazelcast
9 19 (2.71%) Looker
9 19 (2.71%) MongoDB
10 11 (1.57%) SQL Server
11 5 (0.71%) Data Warehouse
12 4 (0.57%) DynamoDB
12 4 (0.57%) PostgreSQL
13 3 (0.43%) Amazon RDS
13 3 (0.43%) Oracle Database
14 2 (0.29%) Metadata
14 2 (0.29%) RDBMS
Development Applications
1 136 (19.43%) Jenkins
2 134 (19.14%) JUnit
3 92 (13.14%) Git
4 85 (12.14%) Bitbucket Server
5 47 (6.71%) Mockito
6 45 (6.43%) Jasmine
7 21 (3.00%) Jaeger
8 2 (0.29%) Cucumber
8 2 (0.29%) JIRA
9 1 (0.14%) Cypress.io
9 1 (0.14%) JHipster
General
1 666 (95.14%) Finance
2 658 (94.00%) Inclusion and Diversity
2 658 (94.00%) Law
3 313 (44.71%) Legal
4 294 (42.00%) Marketing
5 158 (22.57%) Influencing Skills
6 110 (15.71%) Financial Institution
7 41 (5.86%) Banking
8 23 (3.29%) Investment Banking
9 15 (2.14%) Private Banking
10 2 (0.29%) Retail
11 1 (0.14%) Analytical Skills
11 1 (0.14%) Social Skills
11 1 (0.14%) Tech for Good
Job Titles
1 555 (79.29%) Software Engineer
2 243 (34.71%) Big Data Engineer
2 243 (34.71%) Big Data Software Engineer
3 241 (34.43%) Java Engineer
4 240 (34.29%) Java Software Engineer
5 209 (29.86%) AWS Engineer
5 209 (29.86%) AWS Software Engineer
6 205 (29.29%) Scala Engineer
6 205 (29.29%) Scala Software Engineer
7 185 (26.43%) Lead
8 182 (26.00%) Lead Software Engineer
9 121 (17.29%) Lead Java Engineer
10 119 (17.00%) Java Scala Software Engineer
11 118 (16.86%) Full Stack Engineer
12 117 (16.71%) Full Stack Software Engineer
13 110 (15.71%) Engineering Manager
13 110 (15.71%) Software Engineering Manager
14 106 (15.14%) Lead Big Data Engineer
15 86 (12.29%) Senior
16 75 (10.71%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 200 (28.57%) Spring
2 176 (25.14%) Kafka
3 157 (22.43%) J2EE
4 151 (21.57%) React
5 136 (19.43%) AngularJS
6 122 (17.43%) Hibernate
7 111 (15.86%) JMS
8 102 (14.57%) CSS
9 101 (14.43%) HTML
10 98 (14.00%) GraphQL
10 98 (14.00%) Spring Integration
11 77 (11.00%) JSON
11 77 (11.00%) Node.js
12 72 (10.29%) jQuery
12 72 (10.29%) Twitter Bootstrap
13 58 (8.29%) NumPy
13 58 (8.29%) Pandas
14 45 (6.43%) Web Services
15 40 (5.71%) XML
16 39 (5.57%) JavaBeans
Miscellaneous
1 255 (36.43%) Algorithms
2 240 (34.29%) Cloud Native
3 80 (11.43%) Onboarding
4 58 (8.29%) Market Risk
5 29 (4.14%) Public Cloud
6 21 (3.00%) Foreign Exchange (FX)
6 21 (3.00%) Management Information System
6 21 (3.00%) Replication
7 19 (2.71%) Data Structures
7 19 (2.71%) Product Ownership
8 10 (1.43%) Clustering
8 10 (1.43%) Distributed Systems
9 6 (0.86%) Greenfield Project
9 6 (0.86%) Legacy Systems
10 4 (0.57%) Video\Live Streaming
11 1 (0.14%) Blockchain
11 1 (0.14%) Kindle
11 1 (0.14%) Mainframe
Operating Systems
1 91 (13.00%) Unix
2 2 (0.29%) Linux
Processes & Methodologies
1 667 (95.29%) Software Engineering
2 666 (95.14%) Agile
3 645 (92.14%) SDLC
4 625 (89.29%) CI/CD
5 502 (71.71%) Operational Stability
6 353 (50.43%) Machine Learning
7 351 (50.14%) Artificial Intelligence
8 319 (45.57%) Risk Management
9 315 (45.00%) Community of Practice
10 285 (40.71%) Visualisation
11 284 (40.57%) Continuous Improvement
12 208 (29.71%) Performance Tuning
13 201 (28.71%) Microservices
14 168 (24.00%) Problem-Solving
15 161 (23.00%) Continuous Delivery
16 137 (19.57%) Full Stack Development
17 117 (16.71%) TDD
18 113 (16.14%) Decision-Making
19 103 (14.71%) Computer Science
20 98 (14.00%) AOP
Programming Languages
1 675 (96.43%) SQL
2 532 (76.00%) Java
3 258 (36.86%) Scala
4 190 (27.14%) Python
5 108 (15.43%) JavaScript
6 87 (12.43%) PL/SQL
7 79 (11.29%) TypeScript
8 25 (3.57%) Groovy
9 12 (1.71%) C#
10 2 (0.29%) Elixir
10 2 (0.29%) Perl
10 2 (0.29%) Ruby
11 1 (0.14%) C++
11 1 (0.14%) R
11 1 (0.14%) Shell Script
Qualifications
1 29 (4.14%) Computer Science Degree
1 29 (4.14%) Degree
1 29 (4.14%) Master's Degree
2 11 (1.57%) Security Cleared
3 1 (0.14%) BPSS Clearance
3 1 (0.14%) SC Cleared
Quality Assurance & Compliance
1 19 (2.71%) PMO
2 4 (0.57%) Data Quality
3 1 (0.14%) Accessibility
3 1 (0.14%) SLA
System Software
1 85 (12.14%) HDFS
2 10 (1.43%) VMware NSX
3 9 (1.29%) Docker
4 1 (0.14%) Active Directory
Systems Management
1 109 (15.57%) Kubernetes
2 100 (14.29%) Terraform
3 36 (5.14%) Grafana
4 21 (3.00%) HAProxy
4 21 (3.00%) ITRS Geneos
4 21 (3.00%) Kibana
4 21 (3.00%) Prometheus
4 21 (3.00%) Zipkin
5 2 (0.29%) Istio
Vendors
1 129 (18.43%) Databricks
2 108 (15.43%) Oracle
3 86 (12.29%) Informatica
4 55 (7.86%) Cloudera
5 39 (5.57%) Dynatrace
5 39 (5.57%) Splunk
6 19 (2.71%) Atlassian
7 12 (1.71%) Microsoft
8 10 (1.43%) VMware
9 4 (0.57%) ForgeRock
10 1 (0.14%) Apple
10 1 (0.14%) Teradata