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 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 52 41 40
Rank change year-on-year -11 -1 +2
Permanent jobs citing Analytics 424 284 402
As % of all permanent jobs advertised in Scotland 6.20% 6.53% 6.61%
As % of the Processes & Methodologies category 6.83% 6.92% 7.26%
Number of salaries quoted 125 145 188
10th Percentile £39,750 £32,500 £31,569
25th Percentile £46,306 £40,000 £38,750
Median annual salary (50th Percentile) £60,743 £57,500 £55,000
Median % change year-on-year +5.64% +4.55% +4.76%
75th Percentile £73,250 £72,500 £65,000
90th Percentile £94,252 £79,842 £80,000
UK median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - +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 6,205 4,105 5,541
As % of all permanent jobs advertised in Scotland 90.74% 94.35% 91.10%
Number of salaries quoted 2,476 2,058 2,852
10th Percentile £28,250 £32,000 £31,250
25th Percentile £40,000 £41,563 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +15.79%
75th Percentile £65,000 £72,500 £68,750
90th Percentile £80,000 £85,000 £83,000
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 1 June 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 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 -23 293 £55,000 +9.48% 27
Edinburgh +12 97 £65,066 +8.87% 29
Dundee - 7 £50,000 - 2
Lanarkshire -7 6 £45,000 -35.71% 8
Renfrewshire - 4 £32,543 -
North Lanarkshire -1 3 £45,000 +20.00%
Highlands - 2 £45,250 - 1
Aberdeen - 2 - - 8
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 22 (5.19%) Apache
2 20 (4.72%) Apache Spark
3 10 (2.36%) SharePoint
4 7 (1.65%) SAS
5 5 (1.18%) Tomcat
5 5 (1.18%) WebSphere
6 1 (0.24%) Confluence
Applications
1 30 (7.08%) UserZoom
2 12 (2.83%) Sketch
3 11 (2.59%) Microsoft Excel
4 6 (1.42%) Microsoft PowerPoint
5 1 (0.24%) Microsoft Office
Business Applications
1 11 (2.59%) Unit4 Business World
Cloud Services
1 150 (35.38%) AWS
2 59 (13.92%) Azure
3 47 (11.08%) Figma
3 47 (11.08%) Power Platform
4 31 (7.31%) GCP
5 30 (7.08%) SurveyMonkey
6 15 (3.54%) Amazon ECS
6 15 (3.54%) Datadog
7 13 (3.07%) Microsoft 365
8 12 (2.83%) Cloud Computing
9 11 (2.59%) BlazeMeter
10 10 (2.36%) Google Analytics
11 9 (2.12%) Snowflake
12 7 (1.65%) Azure DevOps
12 7 (1.65%) PowerApps
13 5 (1.18%) Azure Data Factory
13 5 (1.18%) Azure Logic Apps
13 5 (1.18%) Azure Monitor
13 5 (1.18%) Dynamics 365
13 5 (1.18%) Microsoft Purview
Communications & Networking
1 16 (3.77%) DSL
2 7 (1.65%) HTTP
2 7 (1.65%) MQTT
3 5 (1.18%) Network Security
4 4 (0.94%) Firewall
5 1 (0.24%) RSVP
Database & Business Intelligence
1 45 (10.61%) Tableau
2 42 (9.91%) Power BI
3 32 (7.55%) Data Warehouse
4 27 (6.37%) DB2
5 24 (5.66%) Data Lake
6 23 (5.42%) MongoDB
6 23 (5.42%) Relational Database
7 21 (4.95%) Big Data
8 13 (3.07%) MySQL
9 11 (2.59%) NoSQL
10 7 (1.65%) Apache Cassandra
11 6 (1.42%) Data Vault
11 6 (1.42%) Hadoop
12 5 (1.18%) Pentaho
13 4 (0.94%) PostgreSQL
14 3 (0.71%) Delta Lake
14 3 (0.71%) Flink
14 3 (0.71%) Looker
14 3 (0.71%) RDBMS
15 2 (0.47%) Metadata
Development Applications
1 48 (11.32%) Jenkins
2 27 (6.37%) JIRA
3 15 (3.54%) GitLab
4 11 (2.59%) Git
4 11 (2.59%) JUnit
5 5 (1.18%) Bitbucket
6 3 (0.71%) Sonatype Nexus
6 3 (0.71%) Spinnaker
7 1 (0.24%) Gradle
7 1 (0.24%) IBM UrbanCode
7 1 (0.24%) Maven
7 1 (0.24%) Oracle Forms
7 1 (0.24%) Rational DOORS
7 1 (0.24%) Rational Rhapsody
General
1 288 (67.92%) Finance
2 237 (55.90%) Inclusion and Diversity
3 228 (53.77%) Law
4 218 (51.42%) Marketing
5 112 (26.42%) Social Skills
6 89 (20.99%) Financial Institution
7 69 (16.27%) Banking
8 59 (13.92%) Presentation Skills
9 40 (9.43%) Analytical Skills
10 35 (8.25%) Investment Banking
11 24 (5.66%) Legal
12 20 (4.72%) Games
12 20 (4.72%) Public Sector
13 18 (4.25%) Retail
14 12 (2.83%) Private Banking
15 11 (2.59%) Organisational Skills
16 8 (1.89%) Telecoms
17 7 (1.65%) Electronics
17 7 (1.65%) Influencing Skills
17 7 (1.65%) Manufacturing
Job Titles
1 61 (14.39%) Engineering Manager
2 57 (13.44%) Software Engineer
3 53 (12.50%) Senior
3 53 (12.50%) Software Engineering Manager
4 51 (12.03%) Lead
5 43 (10.14%) Data Engineer
6 38 (8.96%) Software Engineering Director
7 35 (8.25%) Architect
8 31 (7.31%) Principal Engineer
9 30 (7.08%) User Experience Researcher
10 25 (5.90%) Analyst
11 20 (4.72%) Data Manager
11 20 (4.72%) Principal Software Engineer
12 19 (4.48%) Technology Director
13 18 (4.25%) Principal Architect
13 18 (4.25%) Senior Analyst
14 17 (4.01%) Data Analyst
15 15 (3.54%) AWS Engineer
15 15 (3.54%) AWS Software Engineer
15 15 (3.54%) Python Engineer
Libraries, Frameworks & Software Standards
1 92 (21.70%) Spring
2 72 (16.98%) Spring Boot
3 49 (11.56%) RESTful
4 32 (7.55%) Kafka
5 24 (5.66%) React
6 19 (4.48%) Apache NiFi
7 17 (4.01%) REST
8 16 (3.77%) AngularJS
9 15 (3.54%) .NET
10 13 (3.07%) JPA
11 11 (2.59%) CSS
11 11 (2.59%) Django
11 11 (2.59%) HTML
12 7 (1.65%) Flask
13 4 (0.94%) Middleware
13 4 (0.94%) RabbitMQ
14 2 (0.47%) jQuery
14 2 (0.47%) Twitter Bootstrap
15 1 (0.24%) CSS3
15 1 (0.24%) HTML5
Miscellaneous
1 131 (30.90%) Cloud Native
2 49 (11.56%) Distributed Applications
3 44 (10.38%) Algorithms
3 44 (10.38%) Product Ownership
4 38 (8.96%) Management Information System
5 34 (8.02%) Public Cloud
6 19 (4.48%) Taxonomies
7 16 (3.77%) Legacy Systems
8 15 (3.54%) Data Structures
9 8 (1.89%) IoT
10 7 (1.65%) Arduino
10 7 (1.65%) Raspberry Pi
11 6 (1.42%) Distributed Denial-of-Service
11 6 (1.42%) Reference Data
12 5 (1.18%) Credit Risk
13 4 (0.94%) Hedge funds
14 3 (0.71%) Enterprise Software
15 1 (0.24%) Analytical Mindset
15 1 (0.24%) Life Science
15 1 (0.24%) Self-Motivation
Operating Systems
1 19 (4.48%) Linux
2 16 (3.77%) Unix
3 11 (2.59%) Windows
3 11 (2.59%) Windows Server
Processes & Methodologies
1 224 (52.83%) Agile
2 190 (44.81%) Software Engineering
3 147 (34.67%) Data Analytics
4 146 (34.43%) SDLC
5 132 (31.13%) CI/CD
6 111 (26.18%) Machine Learning
7 105 (24.76%) Computer Science
8 93 (21.93%) Visualisation
9 84 (19.81%) Data Analysis
10 82 (19.34%) Artificial Intelligence
11 80 (18.87%) Mathematics
11 80 (18.87%) User Experience
12 79 (18.63%) Mentoring
13 77 (18.16%) DevOps
14 76 (17.92%) Operational Stability
15 74 (17.45%) Product Management
16 72 (16.98%) Data Modelling
17 71 (16.75%) Problem-Solving
18 69 (16.27%) Microservices
19 67 (15.80%) Decision-Making
Programming Languages
1 125 (29.48%) Java
2 124 (29.25%) Python
3 91 (21.46%) SQL
4 18 (4.25%) Scala
5 17 (4.01%) JavaScript
6 16 (3.77%) PL/SQL
7 8 (1.89%) PowerShell
8 7 (1.65%) TypeScript
9 5 (1.18%) R
9 5 (1.18%) Shell Script
10 3 (0.71%) Bash
11 2 (0.47%) T-SQL
12 1 (0.24%) C#
12 1 (0.24%) C++
12 1 (0.24%) Groovy
12 1 (0.24%) Kotlin
12 1 (0.24%) Ruby
Qualifications
1 76 (17.92%) Degree
2 16 (3.77%) Computer Science Degree
3 13 (3.07%) Security Cleared
4 12 (2.83%) SC Cleared
5 11 (2.59%) CISA
6 4 (0.94%) CISM
6 4 (0.94%) CISSP
6 4 (0.94%) CompTIA Security+
6 4 (0.94%) SSCP
7 2 (0.47%) ISACA
7 2 (0.47%) ITIL Certification
7 2 (0.47%) Postgraduate
8 1 (0.24%) ACCA
8 1 (0.24%) DBS Check
8 1 (0.24%) DV Cleared
8 1 (0.24%) HND
8 1 (0.24%) Master's Degree
8 1 (0.24%) OCP
8 1 (0.24%) Oracle Certification
Quality Assurance & Compliance
1 32 (7.55%) Actionable Recommendations
2 16 (3.77%) SLA
3 11 (2.59%) Data Quality
3 11 (2.59%) ITGC
3 11 (2.59%) PMO
4 9 (2.12%) ISO/IEC 27001
5 6 (1.42%) QA
6 5 (1.18%) SOC 2
7 4 (0.94%) IFRS
7 4 (0.94%) IFRS 9
7 4 (0.94%) ISO 22301
8 3 (0.71%) NCSC
8 3 (0.71%) NIST
9 1 (0.24%) Basel III
9 1 (0.24%) GLP
9 1 (0.24%) GMP
9 1 (0.24%) IEC 61508
9 1 (0.24%) Sarbanes-Oxley
System Software
1 19 (4.48%) Docker
2 7 (1.65%) Firmware
Systems Management
1 38 (8.96%) Kubernetes
2 31 (7.31%) Grafana
3 27 (6.37%) Terraform
4 17 (4.01%) Prometheus
5 7 (1.65%) Ansible
6 5 (1.18%) ITRS Geneos
7 1 (0.24%) Progress Chef
7 1 (0.24%) Puppet
Vendors
1 53 (12.50%) Databricks
1 53 (12.50%) Oracle
2 42 (9.91%) Google
3 39 (9.20%) Microsoft
4 34 (8.02%) Splunk
5 30 (7.08%) Qualtrics
6 27 (6.37%) Dynatrace
7 21 (4.95%) Sybase
8 18 (4.25%) SAP
9 16 (3.77%) Alteryx
9 16 (3.77%) Cognos
10 12 (2.83%) ServiceNow
11 11 (2.59%) Sage
12 7 (1.65%) NVIDIA
13 6 (1.42%) CA
14 5 (1.18%) AppDynamics
14 5 (1.18%) Sophos
15 3 (0.71%) HubSpot
16 2 (0.47%) Adobe
16 2 (0.47%) Zoho