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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 52 46 41
Rank change year-on-year -6 -5 +1
Permanent jobs citing Analytics 431 279 401
As % of all permanent jobs advertised in Scotland 6.35% 6.24% 6.62%
As % of the Processes & Methodologies category 6.95% 6.60% 7.26%
Number of salaries quoted 126 142 191
10th Percentile £40,000 £32,625 £31,569
25th Percentile £46,306 £40,000 £38,750
Median annual salary (50th Percentile) £60,372 £59,526 £55,000
Median % change year-on-year +1.42% +8.23% +4.76%
75th Percentile £73,250 £72,500 £64,000
90th Percentile £96,539 £78,646 £80,000
UK median annual salary £59,300 £65,000 £65,000
% change year-on-year -8.77% - +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 6,197 4,226 5,521
As % of all permanent jobs advertised in Scotland 91.25% 94.48% 91.15%
Number of salaries quoted 2,442 2,092 2,855
10th Percentile £28,250 £32,000 £31,133
25th Percentile £40,000 £41,750 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +14.58%
75th Percentile £65,000 £72,500 £68,750
90th Percentile £80,000 £85,000 £82,500
UK median annual salary £55,000 £61,000 £60,000
% change year-on-year -9.84% +1.67% +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 28 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 28 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 -19 296 £55,000 +7.07% 25
Edinburgh +15 101 £65,066 +8.44% 37
Dundee - 7 £50,000 - 1
Lanarkshire -6 6 £45,000 -35.71% 8
Renfrewshire - 4 £32,543 -
North Lanarkshire -2 3 £45,000 +20.00% 1
Aberdeen - 2 - - 8
West Lothian - 2 £37,500 -
Highlands - 2 £45,250 - 1
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 23 (5.34%) Apache
2 21 (4.87%) Apache Spark
3 10 (2.32%) SharePoint
4 9 (2.09%) SAS
5 5 (1.16%) Tomcat
5 5 (1.16%) WebSphere
6 1 (0.23%) Confluence
Applications
1 31 (7.19%) UserZoom
2 12 (2.78%) Sketch
3 11 (2.55%) Microsoft Excel
4 6 (1.39%) Microsoft PowerPoint
5 1 (0.23%) Microsoft Office
Business Applications
1 11 (2.55%) Unit4 Business World
Cloud Services
1 152 (35.27%) AWS
2 60 (13.92%) Azure
3 48 (11.14%) Figma
3 48 (11.14%) Power Platform
4 35 (8.12%) GCP
5 31 (7.19%) SurveyMonkey
6 15 (3.48%) Amazon ECS
6 15 (3.48%) Datadog
7 13 (3.02%) Microsoft 365
8 12 (2.78%) BlazeMeter
8 12 (2.78%) Cloud Computing
9 10 (2.32%) Google Analytics
10 9 (2.09%) Snowflake
11 7 (1.62%) Azure DevOps
11 7 (1.62%) PowerApps
12 5 (1.16%) Azure Data Factory
12 5 (1.16%) Azure Logic Apps
12 5 (1.16%) Azure Monitor
12 5 (1.16%) Dynamics 365
12 5 (1.16%) Microsoft Purview
Communications & Networking
1 17 (3.94%) DSL
2 7 (1.62%) HTTP
2 7 (1.62%) MQTT
3 5 (1.16%) Network Security
4 4 (0.93%) Firewall
5 1 (0.23%) RSVP
Database & Business Intelligence
1 46 (10.67%) Tableau
2 43 (9.98%) Power BI
3 33 (7.66%) Data Warehouse
4 28 (6.50%) DB2
5 25 (5.80%) Data Lake
6 24 (5.57%) MongoDB
6 24 (5.57%) Relational Database
7 23 (5.34%) Big Data
8 13 (3.02%) MySQL
9 12 (2.78%) NoSQL
10 7 (1.62%) Apache Cassandra
11 6 (1.39%) Data Vault
11 6 (1.39%) Hadoop
12 5 (1.16%) Pentaho
13 4 (0.93%) PostgreSQL
14 3 (0.70%) Delta Lake
14 3 (0.70%) Flink
14 3 (0.70%) Looker
14 3 (0.70%) RDBMS
15 2 (0.46%) Metadata
Development Applications
1 49 (11.37%) Jenkins
2 28 (6.50%) JIRA
3 15 (3.48%) GitLab
4 12 (2.78%) JUnit
5 11 (2.55%) Git
6 5 (1.16%) Bitbucket
7 3 (0.70%) Sonatype Nexus
7 3 (0.70%) 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
1 296 (68.68%) Finance
2 242 (56.15%) Inclusion and Diversity
3 233 (54.06%) Law
4 222 (51.51%) Marketing
5 113 (26.22%) Social Skills
6 91 (21.11%) Financial Institution
7 75 (17.40%) Banking
8 61 (14.15%) Presentation Skills
9 43 (9.98%) Analytical Skills
10 36 (8.35%) Investment Banking
11 24 (5.57%) Legal
12 20 (4.64%) Games
12 20 (4.64%) Public Sector
12 20 (4.64%) Retail
13 13 (3.02%) Private Banking
14 11 (2.55%) Organisational Skills
15 8 (1.86%) Telecoms
16 7 (1.62%) Electronics
16 7 (1.62%) Influencing Skills
16 7 (1.62%) Manufacturing
Job Titles
1 62 (14.39%) Engineering Manager
2 57 (13.23%) Software Engineer
3 54 (12.53%) Senior
3 54 (12.53%) Software Engineering Manager
4 51 (11.83%) Lead
5 44 (10.21%) Data Engineer
6 40 (9.28%) Software Engineering Director
7 36 (8.35%) Architect
8 31 (7.19%) Principal Engineer
8 31 (7.19%) User Experience Researcher
9 27 (6.26%) Analyst
10 20 (4.64%) Data Manager
10 20 (4.64%) Principal Software Engineer
10 20 (4.64%) Senior Analyst
10 20 (4.64%) Technology Director
11 18 (4.18%) Data Analyst
11 18 (4.18%) Principal Architect
12 15 (3.48%) AWS Engineer
12 15 (3.48%) AWS Software Engineer
12 15 (3.48%) Python Engineer
Libraries, Frameworks & Software Standards
1 94 (21.81%) Spring
2 74 (17.17%) Spring Boot
3 49 (11.37%) RESTful
4 33 (7.66%) Kafka
5 24 (5.57%) React
6 20 (4.64%) Apache NiFi
7 18 (4.18%) REST
8 16 (3.71%) AngularJS
9 15 (3.48%) .NET
10 13 (3.02%) JPA
11 11 (2.55%) CSS
11 11 (2.55%) Django
11 11 (2.55%) HTML
12 7 (1.62%) Flask
13 4 (0.93%) Middleware
13 4 (0.93%) RabbitMQ
14 2 (0.46%) jQuery
14 2 (0.46%) Twitter Bootstrap
15 1 (0.23%) CSS3
15 1 (0.23%) HTML5
Miscellaneous
1 135 (31.32%) Cloud Native
2 49 (11.37%) Distributed Applications
3 46 (10.67%) Product Ownership
4 44 (10.21%) Algorithms
5 38 (8.82%) Management Information System
6 35 (8.12%) Public Cloud
7 20 (4.64%) Taxonomies
8 17 (3.94%) Legacy Systems
9 15 (3.48%) Data Structures
10 8 (1.86%) IoT
11 7 (1.62%) Arduino
11 7 (1.62%) Raspberry Pi
12 6 (1.39%) Credit Risk
12 6 (1.39%) Reference Data
13 5 (1.16%) Distributed Denial-of-Service
14 4 (0.93%) Hedge funds
15 3 (0.70%) Enterprise Software
16 1 (0.23%) Analytical Mindset
16 1 (0.23%) Life Science
16 1 (0.23%) Self-Motivation
Operating Systems
1 19 (4.41%) Linux
2 16 (3.71%) Unix
3 11 (2.55%) Windows
3 11 (2.55%) Windows Server
Processes & Methodologies
1 232 (53.83%) Agile
2 193 (44.78%) Software Engineering
3 151 (35.03%) Data Analytics
4 149 (34.57%) SDLC
5 135 (31.32%) CI/CD
6 115 (26.68%) Machine Learning
7 107 (24.83%) Computer Science
8 95 (22.04%) Visualisation
9 86 (19.95%) Data Analysis
10 85 (19.72%) Artificial Intelligence
11 82 (19.03%) Mentoring
11 82 (19.03%) User Experience
12 81 (18.79%) Mathematics
13 78 (18.10%) DevOps
14 77 (17.87%) Operational Stability
14 77 (17.87%) Product Management
15 74 (17.17%) Data Modelling
16 72 (16.71%) Decision-Making
17 71 (16.47%) Microservices
17 71 (16.47%) Problem-Solving
Programming Languages
1 130 (30.16%) Python
2 128 (29.70%) Java
3 97 (22.51%) SQL
4 19 (4.41%) Scala
5 18 (4.18%) JavaScript
6 17 (3.94%) PL/SQL
7 8 (1.86%) PowerShell
8 7 (1.62%) TypeScript
9 5 (1.16%) R
9 5 (1.16%) Shell Script
10 3 (0.70%) Bash
11 2 (0.46%) T-SQL
12 1 (0.23%) C#
12 1 (0.23%) C++
12 1 (0.23%) Groovy
12 1 (0.23%) Kotlin
12 1 (0.23%) Ruby
Qualifications
1 79 (18.33%) Degree
2 16 (3.71%) Computer Science Degree
3 13 (3.02%) Security Cleared
4 12 (2.78%) SC Cleared
5 11 (2.55%) CISA
6 4 (0.93%) CISM
6 4 (0.93%) CISSP
6 4 (0.93%) CompTIA Security+
6 4 (0.93%) SSCP
7 2 (0.46%) ISACA
7 2 (0.46%) ITIL Certification
7 2 (0.46%) Postgraduate
8 1 (0.23%) ACCA
8 1 (0.23%) DBS Check
8 1 (0.23%) DV Cleared
8 1 (0.23%) HND
8 1 (0.23%) Master's Degree
8 1 (0.23%) OCP
8 1 (0.23%) Oracle Certification
Quality Assurance & Compliance
1 33 (7.66%) Actionable Recommendations
2 17 (3.94%) SLA
3 11 (2.55%) Data Quality
3 11 (2.55%) ITGC
3 11 (2.55%) PMO
4 8 (1.86%) ISO/IEC 27001
5 6 (1.39%) QA
6 4 (0.93%) IFRS
6 4 (0.93%) IFRS 9
6 4 (0.93%) ISO 22301
6 4 (0.93%) 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 (4.41%) Docker
2 7 (1.62%) Firmware
Systems Management
1 39 (9.05%) Kubernetes
2 32 (7.42%) Grafana
3 27 (6.26%) Terraform
4 17 (3.94%) Prometheus
5 7 (1.62%) Ansible
6 5 (1.16%) ITRS Geneos
7 1 (0.23%) Progress Chef
7 1 (0.23%) Puppet
Vendors
1 55 (12.76%) Databricks
2 54 (12.53%) Oracle
3 45 (10.44%) Google
4 39 (9.05%) Microsoft
5 35 (8.12%) Splunk
6 31 (7.19%) Qualtrics
7 28 (6.50%) Dynatrace
8 22 (5.10%) Sybase
9 18 (4.18%) SAP
10 17 (3.94%) Alteryx
10 17 (3.94%) Cognos
11 12 (2.78%) ServiceNow
12 11 (2.55%) Sage
13 7 (1.62%) NVIDIA
14 6 (1.39%) CA
15 5 (1.16%) AppDynamics
15 5 (1.16%) Sophos
16 3 (0.70%) HubSpot
17 2 (0.46%) Adobe
17 2 (0.46%) Zoho