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

6 months to
25 May 2024
Same period 2023 Same period 2022
Rank 53 44 40
Rank change year-on-year -9 -4 +4
Permanent jobs citing Analytics 438 278 395
As % of all permanent jobs advertised in Scotland 6.44% 6.18% 6.60%
As % of the Processes & Methodologies category 7.03% 6.55% 7.25%
Number of salaries quoted 125 139 187
10th Percentile £39,750 £32,500 £31,569
25th Percentile £46,306 £40,000 £39,000
Median annual salary (50th Percentile) £60,000 £59,526 £55,000
Median % change year-on-year +0.80% +8.23% +4.76%
75th Percentile £73,250 £72,500 £64,625
90th Percentile £96,539 £79,114 £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 6,230 4,246 5,450
As % of all permanent jobs advertised in Scotland 91.66% 94.42% 91.06%
Number of salaries quoted 2,432 2,095 2,838
10th Percentile £28,525 £32,000 £31,133
25th Percentile £40,000 £41,875 £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 £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 25 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 25 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 -19 301 £55,000 +9.48% 23
Edinburgh +15 103 £65,033 +8.39% 41
Dundee - 7 £50,000 - 1
Lanarkshire -5 6 £45,000 -35.71% 9
Renfrewshire - 4 £32,543 -
North Lanarkshire -3 3 £45,000 +20.00%
Highlands - 2 £45,250 - 1
Aberdeen - 2 - - 12
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 (5.48%) Apache
2 22 (5.02%) Apache Spark
3 10 (2.28%) SharePoint
4 9 (2.05%) SAS
5 5 (1.14%) Tomcat
5 5 (1.14%) WebSphere
6 1 (0.23%) Confluence
Applications
1 32 (7.31%) UserZoom
2 12 (2.74%) Sketch
3 11 (2.51%) Microsoft Excel
4 6 (1.37%) Microsoft PowerPoint
5 1 (0.23%) Microsoft Office
Business Applications
1 11 (2.51%) Unit4 Business World
Cloud Services
1 154 (35.16%) AWS
2 61 (13.93%) Azure
3 49 (11.19%) Figma
4 48 (10.96%) Power Platform
5 36 (8.22%) GCP
6 32 (7.31%) SurveyMonkey
7 15 (3.42%) Amazon ECS
7 15 (3.42%) Datadog
8 13 (2.97%) BlazeMeter
8 13 (2.97%) Microsoft 365
9 12 (2.74%) Cloud Computing
10 10 (2.28%) Google Analytics
11 9 (2.05%) Snowflake
12 7 (1.60%) Azure DevOps
12 7 (1.60%) PowerApps
13 5 (1.14%) Azure Data Factory
13 5 (1.14%) Azure Logic Apps
13 5 (1.14%) Azure Monitor
13 5 (1.14%) Dynamics 365
13 5 (1.14%) Microsoft Purview
Communications & Networking
1 18 (4.11%) DSL
2 7 (1.60%) HTTP
2 7 (1.60%) MQTT
3 4 (0.91%) Firewall
4 3 (0.68%) Network Security
5 1 (0.23%) RSVP
Database & Business Intelligence
1 47 (10.73%) Tableau
2 43 (9.82%) Power BI
3 33 (7.53%) Data Warehouse
4 29 (6.62%) DB2
5 26 (5.94%) Data Lake
6 25 (5.71%) MongoDB
6 25 (5.71%) Relational Database
7 24 (5.48%) Big Data
8 13 (2.97%) MySQL
9 12 (2.74%) NoSQL
10 7 (1.60%) Apache Cassandra
11 6 (1.37%) Data Vault
12 5 (1.14%) Pentaho
13 4 (0.91%) Hadoop
13 4 (0.91%) PostgreSQL
14 3 (0.68%) Delta Lake
14 3 (0.68%) Flink
14 3 (0.68%) Looker
14 3 (0.68%) RDBMS
15 2 (0.46%) Metadata
Development Applications
1 50 (11.42%) Jenkins
2 29 (6.62%) JIRA
3 15 (3.42%) GitLab
4 13 (2.97%) JUnit
5 11 (2.51%) Git
6 5 (1.14%) Bitbucket
7 3 (0.68%) Sonatype Nexus
7 3 (0.68%) 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
1 302 (68.95%) Finance
2 245 (55.94%) Inclusion and Diversity
3 238 (54.34%) Law
4 226 (51.60%) Marketing
5 115 (26.26%) Social Skills
6 93 (21.23%) Financial Institution
7 78 (17.81%) Banking
8 63 (14.38%) Presentation Skills
9 44 (10.05%) Analytical Skills
10 37 (8.45%) Investment Banking
11 24 (5.48%) Legal
12 20 (4.57%) Games
12 20 (4.57%) Public Sector
12 20 (4.57%) Retail
13 14 (3.20%) Private Banking
14 11 (2.51%) Organisational Skills
15 8 (1.83%) Telecoms
16 7 (1.60%) Electronics
16 7 (1.60%) Influencing Skills
16 7 (1.60%) Manufacturing
Job Titles
1 63 (14.38%) Engineering Manager
2 58 (13.24%) Software Engineer
3 57 (13.01%) Senior
4 55 (12.56%) Software Engineering Manager
5 51 (11.64%) Lead
6 43 (9.82%) Data Engineer
7 42 (9.59%) Software Engineering Director
8 36 (8.22%) Architect
9 34 (7.76%) Principal Engineer
10 32 (7.31%) User Experience Researcher
11 27 (6.16%) Analyst
12 23 (5.25%) Principal Software Engineer
13 21 (4.79%) Technology Director
14 20 (4.57%) Data Manager
14 20 (4.57%) Senior Analyst
15 18 (4.11%) Data Analyst
15 18 (4.11%) Principal Architect
16 15 (3.42%) AWS Engineer
16 15 (3.42%) AWS Software Engineer
16 15 (3.42%) Product Manager
Libraries, Frameworks & Software Standards
1 95 (21.69%) Spring
2 75 (17.12%) Spring Boot
3 49 (11.19%) RESTful
4 34 (7.76%) Kafka
5 24 (5.48%) React
6 21 (4.79%) Apache NiFi
7 19 (4.34%) REST
8 16 (3.65%) AngularJS
9 15 (3.42%) .NET
10 13 (2.97%) JPA
11 11 (2.51%) Django
12 9 (2.05%) CSS
12 9 (2.05%) HTML
13 7 (1.60%) Flask
14 4 (0.91%) Middleware
14 4 (0.91%) RabbitMQ
15 2 (0.46%) jQuery
15 2 (0.46%) Twitter Bootstrap
16 1 (0.23%) CSS3
16 1 (0.23%) HTML5
Miscellaneous
1 141 (32.19%) Cloud Native
2 49 (11.19%) Distributed Applications
3 48 (10.96%) Product Ownership
4 44 (10.05%) Algorithms
5 39 (8.90%) Management Information System
6 36 (8.22%) Public Cloud
7 21 (4.79%) Taxonomies
8 18 (4.11%) Legacy Systems
9 15 (3.42%) Data Structures
10 8 (1.83%) IoT
11 7 (1.60%) Arduino
11 7 (1.60%) Raspberry Pi
12 6 (1.37%) Credit Risk
12 6 (1.37%) Reference Data
13 5 (1.14%) Distributed Denial-of-Service
14 4 (0.91%) Hedge funds
15 3 (0.68%) Enterprise Software
15 3 (0.68%) Virtual Team
16 1 (0.23%) Analytical Mindset
16 1 (0.23%) Self-Motivation
Operating Systems
1 20 (4.57%) Linux
2 16 (3.65%) Unix
3 14 (3.20%) Windows
4 11 (2.51%) Windows Server
5 3 (0.68%) Mac OS
Processes & Methodologies
1 240 (54.79%) Agile
2 197 (44.98%) Software Engineering
3 154 (35.16%) Data Analytics
4 152 (34.70%) SDLC
5 138 (31.51%) CI/CD
6 117 (26.71%) Machine Learning
7 108 (24.66%) Computer Science
8 95 (21.69%) Visualisation
9 86 (19.63%) Artificial Intelligence
9 86 (19.63%) Data Analysis
10 84 (19.18%) User Experience
11 83 (18.95%) Mentoring
12 81 (18.49%) Mathematics
13 80 (18.26%) Product Management
14 79 (18.04%) DevOps
15 78 (17.81%) Operational Stability
16 76 (17.35%) Data Modelling
17 75 (17.12%) Decision-Making
18 72 (16.44%) Microservices
18 72 (16.44%) Problem-Solving
Programming Languages
1 130 (29.68%) Java
1 130 (29.68%) Python
2 98 (22.37%) SQL
3 20 (4.57%) Scala
4 18 (4.11%) PL/SQL
5 16 (3.65%) JavaScript
6 8 (1.83%) PowerShell
7 7 (1.60%) TypeScript
8 5 (1.14%) R
8 5 (1.14%) Shell Script
9 3 (0.68%) 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 80 (18.26%) Degree
2 15 (3.42%) Computer Science Degree
3 13 (2.97%) Security Cleared
4 12 (2.74%) SC Cleared
5 11 (2.51%) CISA
6 4 (0.91%) CISM
6 4 (0.91%) CISSP
6 4 (0.91%) CompTIA Security+
6 4 (0.91%) SSCP
7 2 (0.46%) ISACA
7 2 (0.46%) ITIL Certification
7 2 (0.46%) OCP
7 2 (0.46%) Oracle 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
Quality Assurance & Compliance
1 34 (7.76%) Actionable Recommendations
2 18 (4.11%) SLA
3 11 (2.51%) Data Quality
3 11 (2.51%) ITGC
3 11 (2.51%) PMO
4 8 (1.83%) ISO/IEC 27001
5 6 (1.37%) QA
6 4 (0.91%) IFRS
6 4 (0.91%) IFRS 9
6 4 (0.91%) ISO 22301
6 4 (0.91%) 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 (4.34%) Docker
2 7 (1.60%) Firmware
Systems Management
1 40 (9.13%) Kubernetes
2 33 (7.53%) Grafana
3 27 (6.16%) Terraform
4 17 (3.88%) Prometheus
5 7 (1.60%) Ansible
6 5 (1.14%) ITRS Geneos
7 1 (0.23%) Progress Chef
7 1 (0.23%) Puppet
Vendors
1 57 (13.01%) Databricks
2 55 (12.56%) Oracle
3 45 (10.27%) Google
4 39 (8.90%) Microsoft
5 34 (7.76%) Splunk
6 32 (7.31%) Qualtrics
7 29 (6.62%) Dynatrace
8 23 (5.25%) Sybase
9 18 (4.11%) Alteryx
9 18 (4.11%) Cognos
9 18 (4.11%) SAP
10 12 (2.74%) ServiceNow
11 11 (2.51%) Sage
12 7 (1.60%) NVIDIA
13 6 (1.37%) CA
14 5 (1.14%) AppDynamics
14 5 (1.14%) Sophos
15 3 (0.68%) Dell
15 3 (0.68%) HubSpot
16 2 (0.46%) Adobe