Analytics Jobs in Scotland

Analytics
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics 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 53 44 41
Rank change year-on-year -9 -3 +2
Permanent jobs citing Analytics 435 274 400
As % of all permanent jobs advertised in Scotland 6.49% 5.97% 6.71%
As % of the Processes & Methodologies category 7.04% 6.32% 7.37%
Number of salaries quoted 120 138 190
10th Percentile £41,250 £32,500 £31,934
25th Percentile £46,306 £40,000 £40,000
Median annual salary (50th Percentile) £60,249 £59,526 £55,000
Median % change year-on-year +1.21% +8.23% +4.76%
75th Percentile £73,063 £72,500 £64,813
90th Percentile £96,732 £79,296 £80,000
UK median annual salary £59,000 £65,000 £65,000
% change year-on-year -9.23% - +8.33%

All Process and Methodology Skills
Scotland

Analytics is in the Processes and Methodologies 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 process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 6,183 4,333 5,428
As % of all permanent jobs advertised in Scotland 92.19% 94.34% 91.01%
Number of salaries quoted 2,393 2,156 2,833
10th Percentile £28,750 £32,369 £31,000
25th Percentile £40,000 £42,000 £40,606
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +15.61%
75th Percentile £65,000 £72,500 £68,275
90th Percentile £80,000 £85,000 £82,500
UK median annual salary £55,000 £61,180 £60,000
% change year-on-year -10.10% +1.97% +9.09%

Analytics
Job Vacancy Trend in Scotland

Job postings citing Analytics as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Analytics in Scotland

Analytics
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Analytics in Scotland.

Salary trend for Analytics in Scotland

Analytics
Salary Histogram in Scotland

Salary distribution for jobs citing Analytics in Scotland over the 6 months to 20 May 2024.

Salary histogram for Analytics in Scotland

Analytics
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics 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 -21 295 £57,500 +9.52% 27
Edinburgh +18 106 £65,000 +8.33% 43
Dundee - 7 £50,000 -
Lanarkshire -4 6 £45,000 -35.71% 7
Renfrewshire - 4 £32,543 -
North Lanarkshire -4 3 £45,000 +20.00% 1
Highlands - 2 £45,250 - 1
Aberdeen - 2 - - 6
West Lothian - 2 £37,500 -
South Ayrshire - 1 £65,000 -
Analytics
UK

Analytics
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 24 (5.52%) Apache
2 22 (5.06%) Apache Spark
3 10 (2.30%) SharePoint
4 9 (2.07%) SAS
5 5 (1.15%) Tomcat
5 5 (1.15%) WebSphere
6 1 (0.23%) Confluence
Applications
1 32 (7.36%) UserZoom
2 12 (2.76%) Sketch
3 11 (2.53%) Microsoft Excel
4 6 (1.38%) Microsoft PowerPoint
5 1 (0.23%) Microsoft Office
Business Applications
1 11 (2.53%) Unit4 Business World
Cloud Services
1 152 (34.94%) AWS
2 60 (13.79%) Azure
3 49 (11.26%) Figma
4 46 (10.57%) Power Platform
5 37 (8.51%) GCP
6 32 (7.36%) SurveyMonkey
7 15 (3.45%) Amazon ECS
7 15 (3.45%) Datadog
8 13 (2.99%) BlazeMeter
8 13 (2.99%) Microsoft 365
9 12 (2.76%) Cloud Computing
10 10 (2.30%) Google Analytics
10 10 (2.30%) Snowflake
11 7 (1.61%) Azure DevOps
11 7 (1.61%) PowerApps
12 6 (1.38%) SaaS
13 5 (1.15%) Azure Data Factory
13 5 (1.15%) Azure Logic Apps
13 5 (1.15%) Azure Monitor
13 5 (1.15%) Dynamics 365
Communications & Networking
1 18 (4.14%) DSL
2 7 (1.61%) HTTP
2 7 (1.61%) MQTT
3 4 (0.92%) Firewall
4 2 (0.46%) Network Security
5 1 (0.23%) RSVP
Database & Business Intelligence
1 46 (10.57%) Tableau
2 41 (9.43%) Power BI
3 31 (7.13%) Data Warehouse
4 29 (6.67%) DB2
5 26 (5.98%) Data Lake
6 25 (5.75%) MongoDB
6 25 (5.75%) Relational Database
7 24 (5.52%) Big Data
8 13 (2.99%) MySQL
9 12 (2.76%) NoSQL
10 7 (1.61%) Apache Cassandra
11 5 (1.15%) Pentaho
12 4 (0.92%) Data Vault
12 4 (0.92%) PostgreSQL
13 3 (0.69%) Delta Lake
13 3 (0.69%) Flink
13 3 (0.69%) Hadoop
13 3 (0.69%) Looker
13 3 (0.69%) RDBMS
14 2 (0.46%) SQL Server
Development Applications
1 50 (11.49%) Jenkins
2 29 (6.67%) JIRA
3 15 (3.45%) GitLab
4 13 (2.99%) JUnit
5 11 (2.53%) Git
6 5 (1.15%) Bitbucket
7 3 (0.69%) Sonatype Nexus
7 3 (0.69%) Spinnaker
8 1 (0.23%) Gradle
8 1 (0.23%) IBM UrbanCode
8 1 (0.23%) Maven
8 1 (0.23%) Oracle Forms
8 1 (0.23%) Rational DOORS
8 1 (0.23%) Rational Rhapsody
General
1 304 (69.89%) Finance
2 244 (56.09%) Inclusion and Diversity
3 238 (54.71%) Law
4 226 (51.95%) Marketing
5 118 (27.13%) Social Skills
6 93 (21.38%) Financial Institution
7 80 (18.39%) Banking
8 61 (14.02%) Presentation Skills
9 44 (10.11%) Analytical Skills
10 37 (8.51%) Investment Banking
11 24 (5.52%) Legal
12 20 (4.60%) Games
12 20 (4.60%) Retail
13 19 (4.37%) Public Sector
14 14 (3.22%) Private Banking
15 11 (2.53%) Organisational Skills
16 8 (1.84%) Telecoms
17 7 (1.61%) Electronics
17 7 (1.61%) Influencing Skills
17 7 (1.61%) Manufacturing
Job Titles
1 63 (14.48%) Engineering Manager
2 59 (13.56%) Senior
2 59 (13.56%) Software Engineer
3 55 (12.64%) Software Engineering Manager
4 51 (11.72%) Lead
5 43 (9.89%) Data Engineer
6 42 (9.66%) Software Engineering Director
7 36 (8.28%) Principal Engineer
8 33 (7.59%) Architect
9 32 (7.36%) User Experience Researcher
10 26 (5.98%) Analyst
11 25 (5.75%) Principal Software Engineer
12 21 (4.83%) Technology Director
13 20 (4.60%) Data Manager
14 19 (4.37%) Senior Analyst
15 18 (4.14%) Data Analyst
16 16 (3.68%) Principal Architect
17 15 (3.45%) AWS Engineer
17 15 (3.45%) AWS Software Engineer
17 15 (3.45%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 95 (21.84%) Spring
2 75 (17.24%) Spring Boot
3 49 (11.26%) RESTful
4 34 (7.82%) Kafka
5 24 (5.52%) React
6 21 (4.83%) Apache NiFi
7 19 (4.37%) REST
8 16 (3.68%) AngularJS
9 15 (3.45%) .NET
10 13 (2.99%) JPA
11 11 (2.53%) Django
12 8 (1.84%) CSS
12 8 (1.84%) HTML
13 7 (1.61%) Flask
14 4 (0.92%) Middleware
14 4 (0.92%) RabbitMQ
15 2 (0.46%) jQuery
15 2 (0.46%) Twitter Bootstrap
16 1 (0.23%) CSS3
16 1 (0.23%) HTML5
Miscellaneous
1 143 (32.87%) Cloud Native
2 49 (11.26%) Distributed Applications
3 48 (11.03%) Product Ownership
4 44 (10.11%) Algorithms
5 39 (8.97%) Management Information System
6 36 (8.28%) Public Cloud
7 21 (4.83%) Taxonomies
8 18 (4.14%) Legacy Systems
9 15 (3.45%) Data Structures
10 8 (1.84%) IoT
11 7 (1.61%) Arduino
11 7 (1.61%) Raspberry Pi
12 6 (1.38%) Credit Risk
12 6 (1.38%) Reference Data
13 5 (1.15%) Virtual Team
14 4 (0.92%) Distributed Denial-of-Service
14 4 (0.92%) Hedge funds
15 3 (0.69%) Enterprise Software
16 1 (0.23%) Life Science
16 1 (0.23%) Tandem
Operating Systems
1 21 (4.83%) Linux
2 16 (3.68%) Unix
2 16 (3.68%) Windows
3 11 (2.53%) Windows Server
4 5 (1.15%) Mac OS
Processes & Methodologies
1 243 (55.86%) Agile
2 198 (45.52%) Software Engineering
3 154 (35.40%) Data Analytics
4 152 (34.94%) SDLC
5 138 (31.72%) CI/CD
6 117 (26.90%) Machine Learning
7 107 (24.60%) Computer Science
8 96 (22.07%) Visualisation
9 86 (19.77%) Artificial Intelligence
10 83 (19.08%) Data Analysis
10 83 (19.08%) Mentoring
11 82 (18.85%) User Experience
12 80 (18.39%) Mathematics
12 80 (18.39%) Product Management
13 78 (17.93%) Operational Stability
14 77 (17.70%) DevOps
15 75 (17.24%) Data Modelling
15 75 (17.24%) Decision-Making
16 72 (16.55%) Microservices
17 70 (16.09%) Problem-Solving
Programming Languages
1 130 (29.89%) Java
1 130 (29.89%) Python
2 97 (22.30%) SQL
3 20 (4.60%) Scala
4 18 (4.14%) PL/SQL
5 15 (3.45%) JavaScript
6 8 (1.84%) PowerShell
7 7 (1.61%) TypeScript
8 5 (1.15%) R
8 5 (1.15%) Shell Script
9 3 (0.69%) Bash
10 2 (0.46%) T-SQL
11 1 (0.23%) C#
11 1 (0.23%) C++
11 1 (0.23%) Groovy
11 1 (0.23%) Kotlin
11 1 (0.23%) Ruby
Qualifications
1 79 (18.16%) Degree
2 14 (3.22%) Computer Science Degree
3 13 (2.99%) Security Cleared
4 12 (2.76%) SC Cleared
5 11 (2.53%) CISA
6 4 (0.92%) CISM
6 4 (0.92%) CISSP
6 4 (0.92%) CompTIA Security+
6 4 (0.92%) SSCP
7 3 (0.69%) OCP
7 3 (0.69%) Oracle Certification
8 2 (0.46%) ISACA
8 2 (0.46%) ITIL Certification
8 2 (0.46%) Postgraduate
9 1 (0.23%) ACCA
9 1 (0.23%) DBS Check
9 1 (0.23%) DV Cleared
9 1 (0.23%) HND
9 1 (0.23%) Master's Degree
Quality Assurance & Compliance
1 34 (7.82%) Actionable Recommendations
2 18 (4.14%) SLA
3 11 (2.53%) Data Quality
3 11 (2.53%) ITGC
3 11 (2.53%) PMO
4 8 (1.84%) ISO/IEC 27001
5 6 (1.38%) QA
6 4 (0.92%) IFRS
6 4 (0.92%) IFRS 9
6 4 (0.92%) ISO 22301
6 4 (0.92%) SOC 2
7 2 (0.46%) NCSC
7 2 (0.46%) NIST
8 1 (0.23%) Basel III
8 1 (0.23%) CRD IV
8 1 (0.23%) GLP
8 1 (0.23%) GMP
8 1 (0.23%) IEC 61508
8 1 (0.23%) Sarbanes-Oxley
System Software
1 19 (4.37%) Docker
2 7 (1.61%) Firmware
Systems Management
1 40 (9.20%) Kubernetes
2 33 (7.59%) Grafana
3 27 (6.21%) Terraform
4 17 (3.91%) Prometheus
5 7 (1.61%) Ansible
6 5 (1.15%) ITRS Geneos
7 1 (0.23%) Progress Chef
7 1 (0.23%) Puppet
Vendors
1 58 (13.33%) Databricks
2 55 (12.64%) Oracle
3 45 (10.34%) Google
4 39 (8.97%) Microsoft
5 33 (7.59%) Splunk
6 32 (7.36%) Qualtrics
7 29 (6.67%) Dynatrace
8 23 (5.29%) Sybase
9 18 (4.14%) Alteryx
9 18 (4.14%) Cognos
9 18 (4.14%) SAP
10 12 (2.76%) ServiceNow
11 11 (2.53%) Sage
12 7 (1.61%) NVIDIA
13 6 (1.38%) CA
14 5 (1.15%) AppDynamics
14 5 (1.15%) Dell
14 5 (1.15%) Sophos
15 3 (0.69%) HubSpot
16 2 (0.46%) Zoho