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

6 months to
2 May 2024
Same period 2023 Same period 2022
Rank 32 105 122
Rank change year-on-year +73 +17 -17
Permanent jobs citing NoSQL 720 135 135
As % of all permanent jobs advertised in Scotland 10.69% 2.86% 2.34%
As % of the Database & Business Intelligence category 36.92% 15.61% 12.56%
Number of salaries quoted 46 61 67
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% +17.07%
75th Percentile £75,000 £89,852 £68,275
90th Percentile £98,269 £117,236 £82,000
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 1,950 865 1,075
As % of all permanent jobs advertised in Scotland 28.95% 18.31% 18.65%
Number of salaries quoted 486 486 585
10th Percentile £32,500 £36,250 £33,750
25th Percentile £40,833 £43,750 £40,606
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 £75,000 £65,000
90th Percentile £76,875 £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 2 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 2 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 +86 686 £32,500 -40.91% 3
Edinburgh -24 29 £65,000 -6.40% 9
Aberdeen -10 2 £100,000 +53.85% 2
Dundee -12 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 (48.61%) Apache Spark
2 103 (14.31%) Apache
3 98 (13.61%) FileNet
4 21 (2.92%) GemFire
5 13 (1.81%) IIS
6 2 (0.28%) Confluence
7 1 (0.14%) SAS
Cloud Services
1 379 (52.64%) AWS
2 102 (14.17%) Amazon S3
3 56 (7.78%) Cloud Computing
3 56 (7.78%) Serverless
4 55 (7.64%) AWS Lambda
5 54 (7.50%) Amazon ECS
5 54 (7.50%) Amazon EKS
6 51 (7.08%) Amazon EC2
6 51 (7.08%) Amazon EMR
6 51 (7.08%) Amazon SQS
7 45 (6.25%) GitHub
8 38 (5.28%) Azure
9 15 (2.08%) BlazeMeter
10 11 (1.53%) SaaS
11 7 (0.97%) GCP
12 5 (0.69%) Azure DevOps
12 5 (0.69%) IaaS
12 5 (0.69%) 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 (43.47%) Big Data
2 161 (22.36%) Hadoop
3 136 (18.89%) Apache Cassandra
4 99 (13.75%) Elasticsearch
5 87 (12.08%) HBase
6 86 (11.94%) Apache Hive
7 51 (7.08%) Electronic Patient Records
8 44 (6.11%) Relational Database
9 21 (2.92%) CockroachDB
9 21 (2.92%) Hazelcast
10 20 (2.78%) Looker
11 19 (2.64%) MongoDB
12 15 (2.08%) SQL Server
13 9 (1.25%) Data Warehouse
14 5 (0.69%) 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
1 138 (19.17%) Jenkins
2 135 (18.75%) JUnit
3 95 (13.19%) Git
4 86 (11.94%) Bitbucket Server
5 47 (6.53%) Mockito
6 45 (6.25%) Jasmine
7 21 (2.92%) 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
1 680 (94.44%) Finance
2 671 (93.19%) Inclusion and Diversity
3 668 (92.78%) Law
4 316 (43.89%) Legal
5 301 (41.81%) Marketing
6 161 (22.36%) Influencing Skills
7 112 (15.56%) Financial Institution
8 44 (6.11%) Banking
9 23 (3.19%) Investment Banking
10 15 (2.08%) 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
1 564 (78.33%) Software Engineer
2 248 (34.44%) Big Data Engineer
2 248 (34.44%) Big Data Software Engineer
3 242 (33.61%) Java Engineer
4 241 (33.47%) Java Software Engineer
5 213 (29.58%) AWS Engineer
5 213 (29.58%) AWS Software Engineer
6 209 (29.03%) Scala Engineer
6 209 (29.03%) Scala Software Engineer
7 189 (26.25%) Lead
8 186 (25.83%) Lead Software Engineer
9 122 (16.94%) Lead Java Engineer
10 119 (16.53%) Full Stack Engineer
10 119 (16.53%) Java Scala Software Engineer
11 118 (16.39%) Full Stack Software Engineer
12 112 (15.56%) Engineering Manager
12 112 (15.56%) Software Engineering Manager
13 108 (15.00%) Lead Big Data Engineer
14 88 (12.22%) Senior
15 77 (10.69%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 201 (27.92%) Spring
2 177 (24.58%) Kafka
3 157 (21.81%) J2EE
4 153 (21.25%) React
5 136 (18.89%) AngularJS
6 123 (17.08%) Hibernate
7 111 (15.42%) JMS
8 104 (14.44%) CSS
9 103 (14.31%) HTML
10 98 (13.61%) GraphQL
10 98 (13.61%) Spring Integration
11 77 (10.69%) JSON
12 76 (10.56%) Node.js
13 72 (10.00%) jQuery
13 72 (10.00%) Twitter Bootstrap
14 59 (8.19%) NumPy
14 59 (8.19%) Pandas
15 46 (6.39%) Web Services
16 40 (5.56%) XML
17 39 (5.42%) JavaBeans
Miscellaneous
1 258 (35.83%) Algorithms
2 244 (33.89%) Cloud Native
3 81 (11.25%) Onboarding
4 59 (8.19%) Market Risk
5 33 (4.58%) Public Cloud
6 23 (3.19%) Foreign Exchange (FX)
7 22 (3.06%) Management Information System
8 21 (2.92%) Replication
9 20 (2.78%) Product Ownership
10 19 (2.64%) Data Structures
11 14 (1.94%) Distributed Systems
12 13 (1.81%) Clustering
13 7 (0.97%) Greenfield Project
13 7 (0.97%) 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 (13.06%) Unix
2 4 (0.56%) Linux
Processes & Methodologies
1 681 (94.58%) Agile
2 678 (94.17%) Software Engineering
3 655 (90.97%) SDLC
4 639 (88.75%) CI/CD
5 510 (70.83%) Operational Stability
6 360 (50.00%) Machine Learning
7 357 (49.58%) Artificial Intelligence
8 323 (44.86%) Risk Management
9 319 (44.31%) Community of Practice
10 288 (40.00%) Visualisation
11 287 (39.86%) Continuous Improvement
12 212 (29.44%) Performance Tuning
13 206 (28.61%) Microservices
14 175 (24.31%) Problem-Solving
15 168 (23.33%) Continuous Delivery
16 137 (19.03%) Full Stack Development
17 121 (16.81%) TDD
18 114 (15.83%) Decision-Making
19 104 (14.44%) Computer Science
20 98 (13.61%) Document Management
Programming Languages
1 692 (96.11%) SQL
2 545 (75.69%) Java
3 264 (36.67%) Scala
4 196 (27.22%) Python
5 111 (15.42%) JavaScript
6 89 (12.36%) PL/SQL
7 78 (10.83%) TypeScript
8 25 (3.47%) 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 (4.03%) Computer Science Degree
1 29 (4.03%) Degree
1 29 (4.03%) Master's Degree
2 14 (1.94%) Security Cleared
3 1 (0.14%) BPSS Clearance
3 1 (0.14%) SC Cleared
Quality Assurance & Compliance
1 20 (2.78%) PMO
2 4 (0.56%) Data Quality
3 1 (0.14%) Accessibility
3 1 (0.14%) SLA
System Software
1 86 (11.94%) HDFS
2 13 (1.81%) VMware NSX
3 9 (1.25%) Docker
4 1 (0.14%) Active Directory
Systems Management
1 109 (15.14%) Kubernetes
2 101 (14.03%) Terraform
3 36 (5.00%) Grafana
4 21 (2.92%) HAProxy
4 21 (2.92%) ITRS Geneos
4 21 (2.92%) Kibana
4 21 (2.92%) Prometheus
4 21 (2.92%) Zipkin
5 2 (0.28%) Istio
6 1 (0.14%) Rancher
Vendors
1 131 (18.19%) Databricks
2 108 (15.00%) Oracle
3 87 (12.08%) Informatica
4 56 (7.78%) Cloudera
5 39 (5.42%) Dynatrace
5 39 (5.42%) Splunk
6 20 (2.78%) Atlassian
7 15 (2.08%) 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