Analytics Jobs in Scotland

Analytics
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Analytics skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Analytics over the 6 months leading up to 26 October 2024, comparing them to the same period in the previous two years.

6 months to
26 Oct 2024
Same period 2023 Same period 2022
Rank 51 33 28
Rank change year-on-year -18 -5 +4
Permanent jobs citing Analytics 234 234 481
As % of all permanent jobs advertised in Scotland 4.47% 7.94% 8.95%
As % of the Processes & Methodologies category 5.06% 8.23% 9.58%
Number of salaries quoted 65 147 203
10th Percentile £35,700 £30,850 £31,975
25th Percentile £48,750 £42,470 £40,000
Median annual salary (50th Percentile) £65,000 £59,526 £55,000
Median % change year-on-year +9.20% +8.23% +10.00%
75th Percentile £80,000 £72,500 £66,250
90th Percentile £97,300 £87,500 £80,000
UK median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +4.00%

All Process and Methodology Skills
Scotland

Analytics falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 4,627 2,843 5,022
As % of all permanent jobs advertised in Scotland 88.34% 96.44% 93.43%
Number of salaries quoted 1,365 1,862 2,749
10th Percentile £31,250 £25,000 £32,600
25th Percentile £40,000 £35,000 £41,616
Median annual salary (50th Percentile) £55,000 £52,500 £55,000
Median % change year-on-year +4.76% -4.55% +10.00%
75th Percentile £70,000 £68,750 £72,500
90th Percentile £80,750 £81,250 £85,000
UK median annual salary £60,000 £60,000 £60,000
% change year-on-year - - +4.35%

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 26 October 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 26 October 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
Edinburgh +4 98 £70,000 - 23
Glasgow -4 65 £59,500 +32.22% 33
West Lothian - 37 - -
Aberdeen - 11 £69,000 - 3
Midlothian - 5 - - 6
Perth and Kinross -4 1 £59,608 -
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 14 (5.98%) SAS
2 8 (3.42%) SharePoint
3 3 (1.28%) Adobe Experience Manager
3 3 (1.28%) Apache Spark
3 3 (1.28%) CMS
4 2 (0.85%) Mule
5 1 (0.43%) Apache
Applications
1 5 (2.14%) Microsoft Excel
2 3 (1.28%) Oracle Smart View
3 1 (0.43%) Chatbot
3 1 (0.43%) Microsoft Office
3 1 (0.43%) SPSS
Business Applications
1 3 (1.28%) iTrent
2 2 (0.85%) Sparx Enterprise Architect
3 1 (0.43%) SAP S/4HANA
Cloud Services
1 43 (18.38%) AWS
2 41 (17.52%) Azure
3 32 (13.68%) Power Platform
4 18 (7.69%) GCP
5 17 (7.26%) Amazon S3
6 13 (5.56%) Snowflake
7 10 (4.27%) Google Compute Engine
7 10 (4.27%) Microsoft 365
8 9 (3.85%) Serverless
9 8 (3.42%) PowerApps
10 7 (2.99%) AWS Lambda
10 7 (2.99%) Cloud Computing
10 7 (2.99%) SaaS
11 6 (2.56%) Azure Logic Apps
11 6 (2.56%) Azure Monitor
11 6 (2.56%) Dynamics 365
11 6 (2.56%) Microsoft Purview
12 5 (2.14%) Azure Data Factory
12 5 (2.14%) Azure DevOps
12 5 (2.14%) Entra ID
Communications & Networking
1 54 (23.08%) Broadband
2 9 (3.85%) Network Security
3 8 (3.42%) Firewall
4 4 (1.71%) DAB
5 1 (0.43%) LAN
5 1 (0.43%) RTP
5 1 (0.43%) VoIP
5 1 (0.43%) WAN
Database & Business Intelligence
1 31 (13.25%) Power BI
2 27 (11.54%) Data Warehouse
3 19 (8.12%) Big Data
4 12 (5.13%) Tableau
5 11 (4.70%) Data Hub
6 10 (4.27%) BigQuery
7 9 (3.85%) Hadoop
8 7 (2.99%) Data Vault
8 7 (2.99%) SQL Server
9 6 (2.56%) Relational Database
9 6 (2.56%) SQL Server Integration Services
9 6 (2.56%) SQL Server Reporting Services
10 5 (2.14%) Amazon Redshift
10 5 (2.14%) MongoDB
10 5 (2.14%) SQL Server Analysis Services
11 4 (1.71%) Oracle BI Publisher
11 4 (1.71%) Oracle Database
11 4 (1.71%) Oracle ODI
12 3 (1.28%) Electronic Patient Records
12 3 (1.28%) NoSQL
Development Applications
1 4 (1.71%) Git
2 2 (0.85%) Jenkins
General
1 115 (49.15%) Finance
2 100 (42.74%) Social Skills
3 79 (33.76%) Analytical Skills
4 53 (22.65%) Influencing Skills
5 43 (18.38%) Games
6 15 (6.41%) Inclusion and Diversity
7 12 (5.13%) Banking
8 8 (3.42%) Advertising
8 8 (3.42%) Presentation Skills
9 6 (2.56%) Manufacturing
10 5 (2.14%) Marketing
10 5 (2.14%) Public Sector
11 4 (1.71%) Law
12 3 (1.28%) Pharmaceutical
12 3 (1.28%) Retail
12 3 (1.28%) Wholesale Banking
13 2 (0.85%) Financial Institution
13 2 (0.85%) Legal
14 1 (0.43%) Retail Banking
14 1 (0.43%) Telecoms
Job Titles
1 50 (21.37%) Senior
2 42 (17.95%) Service Delivery Executive
3 35 (14.96%) Analyst
4 26 (11.11%) Data Engineer
5 22 (9.40%) Lead
6 18 (7.69%) Consultant
7 17 (7.26%) Architect
8 15 (6.41%) Analytics Manager
8 15 (6.41%) Software Engineer
9 14 (5.98%) Data Analytics Manager
9 14 (5.98%) Developer
9 14 (5.98%) Senior Data Engineer
10 13 (5.56%) Data Scientist
10 13 (5.56%) Fraud Analyst
10 13 (5.56%) Senior Analyst
11 12 (5.13%) Data Architect
12 9 (3.85%) Data Consultant
13 8 (3.42%) Data Manager
13 8 (3.42%) Operations Consultant
13 8 (3.42%) Security Consultant
Libraries, Frameworks & Software Standards
1 14 (5.98%) HTML
2 12 (5.13%) CSS
3 6 (2.56%) React
4 5 (2.14%) REST
5 4 (1.71%) jQuery
5 4 (1.71%) JSP
5 4 (1.71%) PySpark
5 4 (1.71%) Servlets
5 4 (1.71%) SOAP
5 4 (1.71%) Web Services
6 3 (1.28%) Express.js
6 3 (1.28%) MERN Stack
6 3 (1.28%) Node.js
6 3 (1.28%) Oracle Fusion
7 2 (0.85%) AWS CDK
7 2 (0.85%) Google JAX
7 2 (0.85%) NumPy
7 2 (0.85%) scikit-learn
7 2 (0.85%) Spring Boot
7 2 (0.85%) TensorFlow
Miscellaneous
1 42 (17.95%) Social Media
2 16 (6.84%) Algorithms
3 12 (5.13%) Management Information System
4 8 (3.42%) Renewable Energy
5 6 (2.56%) Hybrid Cloud
6 5 (2.14%) Credit Risk
6 5 (2.14%) Data Structures
6 5 (2.14%) Product Ownership
7 4 (1.71%) Cloud Native
7 4 (1.71%) Distributed Denial-of-Service
7 4 (1.71%) Greenfield Project
7 4 (1.71%) Hedge funds
8 3 (1.28%) Onboarding
8 3 (1.28%) Self-Motivation
8 3 (1.28%) Virtual Team
9 2 (0.85%) Analytical Mindset
9 2 (0.85%) Distributed Computing
10 1 (0.43%) Distributed Applications
10 1 (0.43%) Legacy Code
10 1 (0.43%) Operational Technology
Operating Systems
1 10 (4.27%) Linux
1 10 (4.27%) Unix
2 2 (0.85%) Windows
Processes & Methodologies
1 67 (28.63%) Mathematics
2 52 (22.22%) Data Analytics
3 49 (20.94%) Agile
4 47 (20.09%) Service Delivery
5 46 (19.66%) Performance Metrics
6 44 (18.80%) Problem-Solving
7 40 (17.09%) Data Management
8 38 (16.24%) Visualisation
9 37 (15.81%) Stakeholder Management
10 36 (15.38%) Business Intelligence
11 33 (14.10%) Data Science
12 31 (13.25%) Data Analysis
13 30 (12.82%) Software Engineering
14 29 (12.39%) Data Visualisation
15 26 (11.11%) Data Modelling
16 25 (10.68%) Computer Science
17 23 (9.83%) Data Engineering
17 23 (9.83%) Machine Learning
18 22 (9.40%) Artificial Intelligence
18 22 (9.40%) Coaching
Programming Languages
1 66 (28.21%) SQL
2 48 (20.51%) Python
3 21 (8.97%) JavaScript
4 11 (4.70%) Java
5 6 (2.56%) PowerShell
6 5 (2.14%) T-SQL
7 3 (1.28%) C
7 3 (1.28%) C++
7 3 (1.28%) Data Analysis Expressions
7 3 (1.28%) Fortran
7 3 (1.28%) R
7 3 (1.28%) TypeScript
7 3 (1.28%) VBA
8 1 (0.43%) Bash
8 1 (0.43%) C#
8 1 (0.43%) Ruby
8 1 (0.43%) Scala
Qualifications
1 77 (32.91%) Degree
2 42 (17.95%) Numerate Degree
3 10 (4.27%) Master's Degree
4 9 (3.85%) Computer Science Degree
5 8 (3.42%) CISA
6 7 (2.99%) CISM
6 7 (2.99%) CISSP
7 6 (2.56%) AWS Certification
8 5 (2.14%) AWS Certified Solutions Architect
8 5 (2.14%) PhD
8 5 (2.14%) TOGAF Certification
9 4 (1.71%) SC Cleared
9 4 (1.71%) Security Cleared
10 3 (1.28%) AWS Certified Cloud Practitioner
10 3 (1.28%) CompTIA Security+
10 3 (1.28%) SSCP
11 1 (0.43%) AWS Certified Developer
11 1 (0.43%) AWS Certified DevOps Engineer
11 1 (0.43%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 27 (11.54%) Data Quality
2 9 (3.85%) QA
3 7 (2.99%) SOC 2
4 6 (2.56%) ISO/IEC 27001
4 6 (2.56%) NIST
5 4 (1.71%) Sarbanes-Oxley
6 3 (1.28%) IFRS
6 3 (1.28%) IFRS 9
6 3 (1.28%) ISO 22301
6 3 (1.28%) ITGC
6 3 (1.28%) NCSC
7 1 (0.43%) Accessibility
7 1 (0.43%) Actionable Recommendations
7 1 (0.43%) GDPR
System Software
1 5 (2.14%) Active Directory
2 1 (0.43%) Docker
Systems Management
1 5 (2.14%) Microsoft Intune
2 3 (1.28%) Kubernetes
3 2 (0.85%) Consul
3 2 (0.85%) Grafana
4 1 (0.43%) SysTrack
4 1 (0.43%) Terraform
Vendors
1 27 (11.54%) Microsoft
2 15 (6.41%) Oracle
3 13 (5.56%) Google
4 10 (4.27%) Databricks
5 8 (3.42%) Splunk
6 6 (2.56%) Sophos
7 5 (2.14%) IBM
8 4 (1.71%) SAP
9 3 (1.28%) Adobe
9 3 (1.28%) Salesforce
10 2 (0.85%) Genesys
10 2 (0.85%) ServiceNow
10 2 (0.85%) Sparx
10 2 (0.85%) Verint
11 1 (0.43%) Alteryx
11 1 (0.43%) Facebook
11 1 (0.43%) HubSpot
11 1 (0.43%) Informatica
11 1 (0.43%) Minitab
11 1 (0.43%) Nexthink