Analytics Jobs in Edinburgh

Analytics
Scotland > Edinburgh

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 27 47 48
Rank change year-on-year +20 +1 -14
Permanent jobs citing Analytics 120 135 148
As % of all permanent jobs advertised in Edinburgh 7.82% 6.29% 6.39%
As % of the Processes & Methodologies category 8.65% 6.54% 6.82%
Number of salaries quoted 65 67 95
10th Percentile £46,306 £39,051 £37,500
25th Percentile £52,500 £42,500 £45,000
Median annual salary (50th Percentile) £65,000 £65,000 £55,000
Median % change year-on-year - +18.18% -
75th Percentile £73,000 £77,715 £65,500
90th Percentile £97,700 £101,564 £74,563
Scotland median annual salary £59,556 £57,500 £55,000
% change year-on-year +3.57% +4.55% +4.76%

All Process and Methodology Skills
Edinburgh

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 Edinburgh with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 1,387 2,065 2,171
As % of all permanent jobs advertised in Edinburgh 90.42% 96.18% 93.74%
Number of salaries quoted 973 1,192 1,335
10th Percentile £35,000 £37,000 £35,000
25th Percentile £46,250 £45,000 £44,750
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% +10.00%
75th Percentile £72,500 £77,813 £68,750
90th Percentile £96,539 £92,404 £85,000
Scotland median annual salary £52,500 £57,905 £52,500
% change year-on-year -9.33% +10.30% +5.00%

Analytics
Job Vacancy Trend in Edinburgh

Job postings citing Analytics as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Analytics in Edinburgh

Analytics
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing Analytics in Edinburgh.

Salary trend for Analytics in Edinburgh

Analytics
Salary Histogram in Edinburgh

Salary distribution for jobs citing Analytics in Edinburgh over the 6 months to 27 April 2024.

Salary histogram for Analytics in Edinburgh

Analytics
Co-occurring Skills and Capabilities in Edinburgh 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 5 (4.17%) Confluence
2 4 (3.33%) SAS
3 3 (2.50%) SharePoint
4 1 (0.83%) Apache Spark
Applications
1 10 (8.33%) Microsoft Excel
2 6 (5.00%) Microsoft PowerPoint
Business Applications
1 13 (10.83%) Unit4 Business World
Cloud Services
1 34 (28.33%) GCP
2 29 (24.17%) Power Platform
3 10 (8.33%) Azure
4 9 (7.50%) SaaS
5 6 (5.00%) Snowflake
6 5 (4.17%) AWS
7 3 (2.50%) Figma
7 3 (2.50%) Google Analytics
7 3 (2.50%) Google Data Studio
7 3 (2.50%) Vertex AI
8 2 (1.67%) Collibra
8 2 (1.67%) GitHub
8 2 (1.67%) GitHub Actions
9 1 (0.83%) Adobe Analytics
9 1 (0.83%) Apigee
9 1 (0.83%) AWS CloudFormation
9 1 (0.83%) Azure DevOps
9 1 (0.83%) Cloud Computing
9 1 (0.83%) npm
9 1 (0.83%) OpenShift
Communications & Networking
1 4 (3.33%) Network Security
Database & Business Intelligence
1 29 (24.17%) Power BI
2 21 (17.50%) Tableau
3 14 (11.67%) Data Warehouse
4 13 (10.83%) DB2
5 4 (3.33%) Data Hub
6 3 (2.50%) Big Data
6 3 (2.50%) Looker
6 3 (2.50%) NoSQL
7 1 (0.83%) Apache Accumulo
7 1 (0.83%) Apache Cassandra
7 1 (0.83%) BigQuery
7 1 (0.83%) Flink
7 1 (0.83%) Hadoop
7 1 (0.83%) HBase
7 1 (0.83%) InfluxDB
7 1 (0.83%) Oracle Database
7 1 (0.83%) SQL Server
7 1 (0.83%) SQL Server Integration Services
7 1 (0.83%) Tableau Desktop
7 1 (0.83%) Tableau Server
Development Applications
1 8 (6.67%) JIRA
2 4 (3.33%) Git
2 4 (3.33%) Jenkins
3 3 (2.50%) Sonatype Nexus
3 3 (2.50%) Spinnaker
4 1 (0.83%) GitLab
4 1 (0.83%) Gradle
4 1 (0.83%) IBM UrbanCode
4 1 (0.83%) JUnit
4 1 (0.83%) Maven
4 1 (0.83%) Oracle Forms
4 1 (0.83%) SonarQube
General
1 53 (44.17%) Finance
2 44 (36.67%) Social Skills
3 29 (24.17%) Banking
4 15 (12.50%) Marketing
5 14 (11.67%) Analytical Skills
6 13 (10.83%) Public Sector
7 12 (10.00%) Retail
8 10 (8.33%) Presentation Skills
9 8 (6.67%) Inclusion and Diversity
10 6 (5.00%) Influencing Skills
11 3 (2.50%) Legal
12 2 (1.67%) Retail Banking
Job Titles
1 43 (35.83%) Senior
2 17 (14.17%) Analyst
2 17 (14.17%) Principal Engineer
3 16 (13.33%) Data Analyst
4 14 (11.67%) Data Manager
4 14 (11.67%) Senior Analyst
5 12 (10.00%) Software Engineer
6 11 (9.17%) Audit Manager
6 11 (9.17%) Consultant
7 10 (8.33%) Architect
7 10 (8.33%) Lead
7 10 (8.33%) Principal Software Engineer
8 9 (7.50%) IT Audit Manager
8 9 (7.50%) IT Manager
8 9 (7.50%) Senior Software Engineer
8 9 (7.50%) Senior Windows Engineer
8 9 (7.50%) Solutions Architect
8 9 (7.50%) Windows Engineer
9 8 (6.67%) Senior Consultant
9 8 (6.67%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 2 (1.67%) Django
1 2 (1.67%) jQuery
1 2 (1.67%) Kafka
1 2 (1.67%) Spring
1 2 (1.67%) Spring Boot
1 2 (1.67%) Twitter Bootstrap
2 1 (0.83%) Apache NiFi
2 1 (0.83%) CSS
2 1 (0.83%) CSS3
2 1 (0.83%) Elastic Stack
2 1 (0.83%) HTML
2 1 (0.83%) HTML5
2 1 (0.83%) Middleware
2 1 (0.83%) React
2 1 (0.83%) Web Services
Miscellaneous
1 21 (17.50%) Cloud Native
2 9 (7.50%) Virtual Team
3 4 (3.33%) Enterprise Storage
3 4 (3.33%) Public Cloud
4 3 (2.50%) Algorithms
4 3 (2.50%) Management Information System
4 3 (2.50%) Product Ownership
5 2 (1.67%) Credit Risk
5 2 (1.67%) Distributed Systems
6 1 (0.83%) Life Science
Operating Systems
1 24 (20.00%) Linux
2 23 (19.17%) Windows
3 13 (10.83%) Unix
3 13 (10.83%) Windows Server
4 9 (7.50%) Mac OS
5 4 (3.33%) Mac OS X
Processes & Methodologies
1 66 (55.00%) Agile
2 50 (41.67%) Data Analytics
3 32 (26.67%) Data Science
4 27 (22.50%) Visualisation
5 26 (21.67%) Problem-Solving
6 22 (18.33%) Software Engineering
7 20 (16.67%) Data Engineering
8 17 (14.17%) Machine Learning
8 17 (14.17%) Project Management
9 16 (13.33%) Business Intelligence
10 15 (12.50%) Actionable Insight
10 15 (12.50%) Technical Leadership
11 14 (11.67%) Cyber Threat Intelligence
11 14 (11.67%) Cybersecurity
11 14 (11.67%) Data Governance
11 14 (11.67%) Threat Intelligence
12 13 (10.83%) Data Privacy
12 13 (10.83%) ERP
12 13 (10.83%) IT Audit
12 13 (10.83%) Technical Analysis
Programming Languages
1 44 (36.67%) SQL
2 33 (27.50%) Python
3 5 (4.17%) Bash
4 4 (3.33%) Java
4 4 (3.33%) JavaScript
4 4 (3.33%) PowerShell
5 2 (1.67%) R
5 2 (1.67%) Scala
6 1 (0.83%) C++
6 1 (0.83%) Go
6 1 (0.83%) Groovy
Qualifications
1 23 (19.17%) Degree
2 13 (10.83%) CISA
3 7 (5.83%) SC Cleared
3 7 (5.83%) Security Cleared
4 4 (3.33%) Computer Science Degree
4 4 (3.33%) Master's Degree
4 4 (3.33%) OCP
4 4 (3.33%) Oracle Certification
Quality Assurance & Compliance
1 13 (10.83%) ITGC
1 13 (10.83%) PMO
2 4 (3.33%) Actionable Recommendations
3 3 (2.50%) Data Quality
4 1 (0.83%) Basel III
4 1 (0.83%) CRD IV
4 1 (0.83%) GLP
4 1 (0.83%) GMP
4 1 (0.83%) QA
System Software
1 6 (5.00%) Docker
Systems Management
1 9 (7.50%) Kubernetes
2 8 (6.67%) Ansible
3 6 (5.00%) Terraform
4 4 (3.33%) vRealize
4 4 (3.33%) vRealize Orchestrator
5 3 (2.50%) Prometheus
6 1 (0.83%) Grafana
6 1 (0.83%) Progress Chef
6 1 (0.83%) Puppet
6 1 (0.83%) Rancher
Vendors
1 24 (20.00%) Google
2 17 (14.17%) Microsoft
3 14 (11.67%) Dell
3 14 (11.67%) Oracle
4 13 (10.83%) Sage
4 13 (10.83%) SAP
5 4 (3.33%) Atlassian
6 3 (2.50%) Databricks
6 3 (2.50%) HubSpot
7 2 (1.67%) ServiceNow
8 1 (0.83%) Adobe
8 1 (0.83%) Dynatrace
8 1 (0.83%) Red Hat
8 1 (0.83%) StreamSets