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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 33 96 117
Rank change year-on-year +63 +21 -15
Permanent jobs citing NoSQL 717 133 137
As % of all permanent jobs advertised in Scotland 10.68% 2.81% 2.40%
As % of the Database & Business Intelligence category 36.90% 15.50% 12.69%
Number of salaries quoted 46 61 66
10th Percentile - £50,000 £45,000
25th Percentile £31,250 £60,000 £49,000
Median annual salary (50th Percentile) £61,000 £69,447 £60,000
Median % change year-on-year -12.16% +15.75% +14.29%
75th Percentile £75,000 £89,852 £68,275
90th Percentile £98,269 £117,236 £82,500
UK median annual salary £67,500 £73,000 £70,000
% change year-on-year -7.53% +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 1,943 858 1,080
As % of all permanent jobs advertised in Scotland 28.94% 18.11% 18.92%
Number of salaries quoted 488 478 580
10th Percentile £32,500 £36,250 £33,750
25th Percentile £40,833 £43,000 £40,500
Median annual salary (50th Percentile) £53,000 £60,000 £52,500
Median % change year-on-year -11.67% +14.29% +10.53%
75th Percentile £65,000 £77,715 £65,000
90th Percentile £77,500 £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 27 April 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 27 April 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 +93 683 £32,500 -40.91% 3
Edinburgh -24 29 £65,000 -6.40% 8
Aberdeen -9 2 £100,000 +53.85% 2
Dundee -11 2 £45,000 -18.18%
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
1 350 (48.81%) Apache Spark
2 103 (14.37%) Apache
3 96 (13.39%) FileNet
4 21 (2.93%) GemFire
5 13 (1.81%) IIS
6 2 (0.28%) Confluence
7 1 (0.14%) SAS
Cloud Services
1 379 (52.86%) AWS
2 100 (13.95%) Amazon S3
3 56 (7.81%) Cloud Computing
3 56 (7.81%) Serverless
4 55 (7.67%) AWS Lambda
5 54 (7.53%) Amazon ECS
5 54 (7.53%) Amazon EKS
6 51 (7.11%) Amazon EC2
6 51 (7.11%) Amazon EMR
6 51 (7.11%) Amazon SQS
7 44 (6.14%) GitHub
8 38 (5.30%) Azure
9 15 (2.09%) BlazeMeter
10 11 (1.53%) SaaS
11 7 (0.98%) GCP
12 5 (0.70%) Azure DevOps
12 5 (0.70%) IaaS
12 5 (0.70%) PaaS
13 3 (0.42%) Snowflake
14 2 (0.28%) Azure Data Factory
Communications & Networking
1 13 (1.81%) WAN
2 1 (0.14%) Bluetooth
Database & Business Intelligence
1 313 (43.65%) Big Data
2 161 (22.45%) Hadoop
3 134 (18.69%) Apache Cassandra
4 97 (13.53%) Elasticsearch
5 87 (12.13%) HBase
6 86 (11.99%) Apache Hive
7 51 (7.11%) Electronic Patient Records
8 44 (6.14%) Relational Database
9 21 (2.93%) CockroachDB
9 21 (2.93%) Hazelcast
10 20 (2.79%) Looker
11 19 (2.65%) MongoDB
12 15 (2.09%) SQL Server
13 9 (1.26%) Data Warehouse
14 5 (0.70%) PostgreSQL
15 4 (0.56%) Data Lake
15 4 (0.56%) DynamoDB
16 3 (0.42%) Amazon RDS
16 3 (0.42%) Oracle Database
17 2 (0.28%) RDBMS
Development Applications
1 137 (19.11%) Jenkins
2 133 (18.55%) JUnit
3 95 (13.25%) Git
4 86 (11.99%) Bitbucket Server
5 46 (6.42%) Mockito
6 44 (6.14%) Jasmine
7 21 (2.93%) Jaeger
8 2 (0.28%) Cucumber
8 2 (0.28%) JIRA
9 1 (0.14%) Cypress.io
9 1 (0.14%) GitLab
9 1 (0.14%) JHipster
9 1 (0.14%) Travis CI
General
1 677 (94.42%) Finance
2 668 (93.17%) Inclusion and Diversity
3 665 (92.75%) Law
4 314 (43.79%) Legal
5 300 (41.84%) Marketing
6 161 (22.45%) Influencing Skills
7 111 (15.48%) Financial Institution
8 44 (6.14%) Banking
9 23 (3.21%) Investment Banking
10 15 (2.09%) Private Banking
11 2 (0.28%) Retail
12 1 (0.14%) Analytical Skills
12 1 (0.14%) Public Sector
12 1 (0.14%) Social Skills
Job Titles
1 562 (78.38%) Software Engineer
2 248 (34.59%) Big Data Engineer
2 248 (34.59%) Big Data Software Engineer
3 240 (33.47%) Java Engineer
4 239 (33.33%) Java Software Engineer
5 213 (29.71%) AWS Engineer
5 213 (29.71%) AWS Software Engineer
6 209 (29.15%) Scala Engineer
6 209 (29.15%) Scala Software Engineer
7 189 (26.36%) Lead
8 186 (25.94%) Lead Software Engineer
9 122 (17.02%) Lead Java Engineer
10 119 (16.60%) Java Scala Software Engineer
11 117 (16.32%) Full Stack Engineer
12 116 (16.18%) Full Stack Software Engineer
13 111 (15.48%) Engineering Manager
13 111 (15.48%) Software Engineering Manager
14 108 (15.06%) Lead Big Data Engineer
15 88 (12.27%) Senior
16 77 (10.74%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 199 (27.75%) Spring
2 175 (24.41%) Kafka
3 155 (21.62%) J2EE
4 151 (21.06%) React
5 134 (18.69%) AngularJS
6 121 (16.88%) Hibernate
7 110 (15.34%) JMS
8 103 (14.37%) CSS
9 102 (14.23%) HTML
10 96 (13.39%) GraphQL
10 96 (13.39%) Spring Integration
11 76 (10.60%) JSON
12 75 (10.46%) Node.js
13 71 (9.90%) jQuery
13 71 (9.90%) Twitter Bootstrap
14 58 (8.09%) NumPy
14 58 (8.09%) Pandas
15 46 (6.42%) Web Services
16 40 (5.58%) XML
17 39 (5.44%) JavaBeans
Miscellaneous
1 257 (35.84%) Algorithms
2 241 (33.61%) Cloud Native
3 81 (11.30%) Onboarding
4 58 (8.09%) Market Risk
5 33 (4.60%) Public Cloud
6 23 (3.21%) Foreign Exchange (FX)
7 22 (3.07%) Management Information System
8 21 (2.93%) Replication
9 20 (2.79%) Product Ownership
10 19 (2.65%) Data Structures
11 14 (1.95%) Distributed Systems
12 13 (1.81%) Clustering
13 7 (0.98%) Greenfield Project
13 7 (0.98%) Legacy Systems
14 4 (0.56%) Blockchain
14 4 (0.56%) Mainframe
15 3 (0.42%) Video\Live Streaming
16 1 (0.14%) Kindle
Operating Systems
1 94 (13.11%) Unix
2 4 (0.56%) Linux
Processes & Methodologies
1 678 (94.56%) Agile
2 675 (94.14%) Software Engineering
3 652 (90.93%) SDLC
4 636 (88.70%) CI/CD
5 509 (70.99%) Operational Stability
6 358 (49.93%) Machine Learning
7 355 (49.51%) Artificial Intelligence
8 321 (44.77%) Risk Management
9 318 (44.35%) Community of Practice
10 287 (40.03%) Visualisation
11 286 (39.89%) Continuous Improvement
12 212 (29.57%) Performance Tuning
13 204 (28.45%) Microservices
14 175 (24.41%) Problem-Solving
15 167 (23.29%) Continuous Delivery
16 135 (18.83%) Full Stack Development
17 121 (16.88%) TDD
18 113 (15.76%) Decision-Making
19 102 (14.23%) Computer Science
20 96 (13.39%) Document Management
Programming Languages
1 689 (96.09%) SQL
2 543 (75.73%) Java
3 264 (36.82%) Scala
4 195 (27.20%) Python
5 110 (15.34%) JavaScript
6 89 (12.41%) PL/SQL
7 77 (10.74%) TypeScript
8 25 (3.49%) Groovy
9 11 (1.53%) C#
10 3 (0.42%) C++
11 2 (0.28%) Ruby
11 2 (0.28%) Shell Script
12 1 (0.14%) Bash
12 1 (0.14%) Elixir
12 1 (0.14%) Go
12 1 (0.14%) Perl
12 1 (0.14%) R
Qualifications
1 29 (4.04%) Computer Science Degree
1 29 (4.04%) Degree
1 29 (4.04%) Master's Degree
2 14 (1.95%) Security Cleared
3 1 (0.14%) BPSS Clearance
3 1 (0.14%) SC Cleared
Quality Assurance & Compliance
1 20 (2.79%) PMO
2 4 (0.56%) Data Quality
3 1 (0.14%) Accessibility
3 1 (0.14%) SLA
System Software
1 86 (11.99%) HDFS
2 13 (1.81%) VMware NSX
3 9 (1.26%) Docker
4 1 (0.14%) Active Directory
Systems Management
1 107 (14.92%) Kubernetes
2 101 (14.09%) Terraform
3 36 (5.02%) Grafana
4 21 (2.93%) HAProxy
4 21 (2.93%) ITRS Geneos
4 21 (2.93%) Kibana
4 21 (2.93%) Prometheus
4 21 (2.93%) Zipkin
5 2 (0.28%) Istio
6 1 (0.14%) Rancher
Vendors
1 131 (18.27%) Databricks
2 106 (14.78%) Oracle
3 87 (12.13%) Informatica
4 56 (7.81%) Cloudera
5 39 (5.44%) Dynatrace
5 39 (5.44%) Splunk
6 20 (2.79%) Atlassian
7 15 (2.09%) Microsoft
8 13 (1.81%) VMware
9 4 (0.56%) ForgeRock
10 1 (0.14%) Apple
10 1 (0.14%) Dell
10 1 (0.14%) Google
10 1 (0.14%) StreamSets
10 1 (0.14%) Teradata