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

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 53 45 40
Rank change year-on-year -8 -5 +4
Permanent jobs citing Analytics 448 290 377
As % of all permanent jobs advertised in Scotland 6.68% 6.10% 6.64%
As % of the Processes & Methodologies category 7.19% 6.48% 7.27%
Number of salaries quoted 123 137 179
10th Percentile £41,250 £32,500 £32,398
25th Percentile £46,306 £40,000 £42,750
Median annual salary (50th Percentile) £59,556 £57,500 £53,500
Median % change year-on-year +3.57% +7.48% +1.90%
75th Percentile £71,750 £72,500 £65,000
90th Percentile £90,465 £87,750 £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 6,227 4,478 5,183
As % of all permanent jobs advertised in Scotland 92.90% 94.17% 91.23%
Number of salaries quoted 2,420 2,245 2,766
10th Percentile £28,750 £32,133 £30,000
25th Percentile £40,000 £42,000 £40,000
Median annual salary (50th Percentile) £52,500 £57,810 £52,500
Median % change year-on-year -9.19% +10.11% +5.00%
75th Percentile £65,000 £75,000 £66,250
90th Percentile £80,000 £85,000 £81,250
UK median annual salary £55,000 £61,700 £60,000
% change year-on-year -10.86% +2.83% +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 25 April 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 25 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 -23 294 £55,000 +2.33% 22
Edinburgh +22 120 £65,000 - 27
Dundee - 8 £50,000 - 1
Lanarkshire -4 6 £45,000 -35.71% 5
Renfrewshire - 4 £32,543 -
North Lanarkshire -7 3 £45,000 +20.00%
Highlands - 2 £45,250 -
Aberdeen - 2 - - 9
West Lothian - 2 £37,500 -
South Ayrshire - 1 £65,000 - 2
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 (5.36%) Apache
2 23 (5.13%) Apache Spark
3 10 (2.23%) SharePoint
4 9 (2.01%) SAS
5 5 (1.12%) Confluence
5 5 (1.12%) Tomcat
5 5 (1.12%) WebSphere
Applications
1 32 (7.14%) UserZoom
2 12 (2.68%) Sketch
3 11 (2.46%) Microsoft Excel
4 6 (1.34%) Microsoft PowerPoint
5 1 (0.22%) Microsoft Office
Business Applications
1 13 (2.90%) Unit4 Business World
Cloud Services
1 147 (32.81%) AWS
2 57 (12.72%) Azure
3 49 (10.94%) Figma
4 44 (9.82%) Power Platform
5 38 (8.48%) GCP
6 32 (7.14%) SurveyMonkey
7 15 (3.35%) Amazon ECS
7 15 (3.35%) Datadog
8 13 (2.90%) BlazeMeter
9 12 (2.68%) Google Analytics
10 11 (2.46%) Cloud Computing
10 11 (2.46%) Microsoft 365
11 10 (2.23%) Snowflake
12 9 (2.01%) SaaS
13 8 (1.79%) Azure DevOps
14 7 (1.56%) PowerApps
15 5 (1.12%) Azure Logic Apps
15 5 (1.12%) Azure Monitor
15 5 (1.12%) Dynamics 365
15 5 (1.12%) Microsoft Purview
Communications & Networking
1 18 (4.02%) DSL
2 8 (1.79%) HTTP
2 8 (1.79%) MQTT
3 6 (1.34%) Network Security
4 2 (0.45%) Firewall
5 1 (0.22%) RSVP
Database & Business Intelligence
1 44 (9.82%) Tableau
2 39 (8.71%) Power BI
3 31 (6.92%) DB2
4 30 (6.70%) Data Warehouse
5 26 (5.80%) Data Lake
6 25 (5.58%) Big Data
6 25 (5.58%) MongoDB
6 25 (5.58%) Relational Database
7 13 (2.90%) MySQL
7 13 (2.90%) NoSQL
8 8 (1.79%) Apache Cassandra
9 5 (1.12%) Pentaho
9 5 (1.12%) PostgreSQL
10 4 (0.89%) Data Hub
10 4 (0.89%) Flink
10 4 (0.89%) Hadoop
11 3 (0.67%) Delta Lake
11 3 (0.67%) Looker
11 3 (0.67%) RDBMS
12 2 (0.45%) SQL Server
Development Applications
1 52 (11.61%) Jenkins
2 33 (7.37%) JIRA
3 17 (3.79%) GitLab
4 14 (3.13%) JUnit
5 12 (2.68%) Git
6 5 (1.12%) Bitbucket
7 3 (0.67%) Sonatype Nexus
7 3 (0.67%) Spinnaker
8 2 (0.45%) SonarQube
9 1 (0.22%) Gradle
9 1 (0.22%) IBM UrbanCode
9 1 (0.22%) Maven
9 1 (0.22%) Oracle Forms
9 1 (0.22%) Rational DOORS
9 1 (0.22%) Rational Rhapsody
General
1 309 (68.97%) Finance
2 243 (54.24%) Inclusion and Diversity
3 235 (52.46%) Law
4 227 (50.67%) Marketing
5 127 (28.35%) Social Skills
6 90 (20.09%) Financial Institution
7 85 (18.97%) Banking
8 58 (12.95%) Presentation Skills
9 48 (10.71%) Analytical Skills
10 37 (8.26%) Investment Banking
11 24 (5.36%) Legal
12 22 (4.91%) Public Sector
13 20 (4.46%) Retail
14 19 (4.24%) Games
15 14 (3.13%) Private Banking
16 11 (2.46%) Organisational Skills
17 9 (2.01%) Influencing Skills
17 9 (2.01%) Telecoms
18 8 (1.79%) Electronics
18 8 (1.79%) Manufacturing
Job Titles
1 67 (14.96%) Senior
2 61 (13.62%) Engineering Manager
3 60 (13.39%) Software Engineer
4 53 (11.83%) Software Engineering Manager
5 49 (10.94%) Lead
6 44 (9.82%) Principal Engineer
7 42 (9.38%) Data Engineer
7 42 (9.38%) Software Engineering Director
8 35 (7.81%) Architect
9 32 (7.14%) User Experience Researcher
10 29 (6.47%) Principal Software Engineer
11 24 (5.36%) Analyst
12 21 (4.69%) Technology Director
13 20 (4.46%) Data Manager
14 18 (4.02%) Data Analyst
14 18 (4.02%) Solutions Architect
15 17 (3.79%) Senior Analyst
16 16 (3.57%) Developer
17 15 (3.35%) Product Manager
17 15 (3.35%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 93 (20.76%) Spring
2 73 (16.29%) Spring Boot
3 47 (10.49%) RESTful
4 35 (7.81%) Kafka
5 25 (5.58%) React
6 22 (4.91%) Apache NiFi
7 19 (4.24%) REST
8 16 (3.57%) AngularJS
9 15 (3.35%) .NET
10 13 (2.90%) Django
10 13 (2.90%) JPA
11 9 (2.01%) CSS
11 9 (2.01%) HTML
12 8 (1.79%) Flask
13 5 (1.12%) RabbitMQ
14 4 (0.89%) Middleware
15 2 (0.45%) Elastic Stack
15 2 (0.45%) jQuery
15 2 (0.45%) Twitter Bootstrap
16 1 (0.22%) CSS3
Miscellaneous
1 149 (33.26%) Cloud Native
2 47 (10.49%) Distributed Applications
2 47 (10.49%) Product Ownership
3 44 (9.82%) Algorithms
4 39 (8.71%) Management Information System
5 38 (8.48%) Public Cloud
6 21 (4.69%) Taxonomies
7 18 (4.02%) Legacy Systems
8 15 (3.35%) Data Structures
9 9 (2.01%) Virtual Team
10 8 (1.79%) Arduino
10 8 (1.79%) IoT
10 8 (1.79%) Raspberry Pi
11 6 (1.34%) Credit Risk
11 6 (1.34%) Reference Data
12 4 (0.89%) Distributed Denial-of-Service
12 4 (0.89%) Enterprise Storage
12 4 (0.89%) Hedge funds
13 3 (0.67%) Distributed Systems
13 3 (0.67%) Enterprise Software
Operating Systems
1 30 (6.70%) Linux
2 24 (5.36%) Windows
3 18 (4.02%) Unix
4 13 (2.90%) Windows Server
5 9 (2.01%) Mac OS
6 4 (0.89%) Mac OS X
Processes & Methodologies
1 256 (57.14%) Agile
2 205 (45.76%) Software Engineering
3 158 (35.27%) Data Analytics
4 154 (34.38%) SDLC
5 144 (32.14%) CI/CD
6 118 (26.34%) Machine Learning
7 108 (24.11%) Computer Science
8 98 (21.88%) Visualisation
9 86 (19.20%) Artificial Intelligence
10 85 (18.97%) Mentoring
11 83 (18.53%) User Experience
12 82 (18.30%) Data Analysis
13 79 (17.63%) Product Management
14 78 (17.41%) Problem-Solving
15 77 (17.19%) Mathematics
15 77 (17.19%) Operational Stability
16 76 (16.96%) Decision-Making
16 76 (16.96%) DevOps
17 74 (16.52%) Data Modelling
18 73 (16.29%) Microservices
Programming Languages
1 135 (30.13%) Python
2 128 (28.57%) Java
3 100 (22.32%) SQL
4 21 (4.69%) Scala
5 18 (4.02%) PL/SQL
6 17 (3.79%) JavaScript
7 10 (2.23%) PowerShell
8 7 (1.56%) TypeScript
9 6 (1.34%) Bash
10 5 (1.12%) Shell Script
11 4 (0.89%) R
12 2 (0.45%) C++
12 2 (0.45%) T-SQL
13 1 (0.22%) Go
13 1 (0.22%) Groovy
13 1 (0.22%) Kotlin
Qualifications
1 85 (18.97%) Degree
2 18 (4.02%) Computer Science Degree
3 17 (3.79%) Security Cleared
4 16 (3.57%) SC Cleared
5 13 (2.90%) CISA
6 4 (0.89%) Master's Degree
6 4 (0.89%) OCP
6 4 (0.89%) Oracle Certification
7 2 (0.45%) CISM
7 2 (0.45%) CISSP
7 2 (0.45%) CompTIA Security+
7 2 (0.45%) ISACA
7 2 (0.45%) ITIL Certification
7 2 (0.45%) Postgraduate
7 2 (0.45%) SSCP
8 1 (0.22%) ACCA
8 1 (0.22%) DBS Check
8 1 (0.22%) DV Cleared
8 1 (0.22%) HND
Quality Assurance & Compliance
1 36 (8.04%) Actionable Recommendations
2 18 (4.02%) SLA
3 13 (2.90%) ITGC
3 13 (2.90%) PMO
4 11 (2.46%) Data Quality
5 6 (1.34%) ISO/IEC 27001
5 6 (1.34%) QA
6 4 (0.89%) IFRS
6 4 (0.89%) IFRS 9
6 4 (0.89%) SOC 2
7 2 (0.45%) ISO 22301
7 2 (0.45%) NCSC
7 2 (0.45%) NIST
8 1 (0.22%) Basel III
8 1 (0.22%) CRD IV
8 1 (0.22%) GLP
8 1 (0.22%) GMP
8 1 (0.22%) IEC 61508
8 1 (0.22%) Sarbanes-Oxley
System Software
1 22 (4.91%) Docker
2 8 (1.79%) Firmware
Systems Management
1 48 (10.71%) Kubernetes
2 35 (7.81%) Grafana
3 29 (6.47%) Terraform
4 19 (4.24%) Prometheus
5 14 (3.13%) Ansible
6 5 (1.12%) ITRS Geneos
7 4 (0.89%) vRealize
7 4 (0.89%) vRealize Orchestrator
8 1 (0.22%) Progress Chef
8 1 (0.22%) Puppet
8 1 (0.22%) Rancher
Vendors
1 58 (12.95%) Databricks
2 57 (12.72%) Oracle
3 48 (10.71%) Google
4 39 (8.71%) Microsoft
5 33 (7.37%) Splunk
6 32 (7.14%) Qualtrics
7 29 (6.47%) Dynatrace
8 23 (5.13%) Sybase
9 21 (4.69%) SAP
10 18 (4.02%) Alteryx
10 18 (4.02%) Cognos
11 14 (3.13%) Dell
11 14 (3.13%) ServiceNow
12 13 (2.90%) Sage
13 8 (1.79%) NVIDIA
14 6 (1.34%) CA
15 5 (1.12%) AppDynamics
15 5 (1.12%) Atlassian
15 5 (1.12%) Sophos
16 3 (0.67%) HubSpot