Data Modelling Contracts in Edinburgh

Data Modelling
Scotland > Edinburgh

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 52 76 84
Rank change year-on-year +24 +8 -15
Contract jobs citing Data Modelling 24 26 50
As % of all contract jobs advertised in Edinburgh 2.77% 2.21% 2.63%
As % of the Processes & Methodologies category 3.25% 2.35% 2.80%
Number of daily rates quoted 14 15 35
10th Percentile £488 £381 £410
25th Percentile £500 £456 £456
Median daily rate (50th Percentile) £525 £590 £540
Median % change year-on-year -11.02% +9.26% +13.68%
75th Percentile £550 £788 £625
90th Percentile £668 £825 £745
Scotland median daily rate £492 £530 £531
% change year-on-year -7.17% -0.19% +24.94%

All Process and Methodology Skills
Edinburgh

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 738 1,106 1,785
As % of all contract IT jobs advertised in Edinburgh 85.32% 93.97% 94.00%
Number of daily rates quoted 434 776 1,224
10th Percentile £214 £225 £272
25th Percentile £363 £400 £413
Median daily rate (50th Percentile) £475 £475 £480
Median % change year-on-year - -1.04% +12.94%
75th Percentile £556 £538 £570
90th Percentile £656 £604 £638
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +11.76%
Number of hourly rates quoted 33 6 13
10th Percentile £13.30 £11.83 £15.53
25th Percentile £16.25 £14.30 £17.50
Median hourly rate £19.17 £19.49 £26.00
Median % change year-on-year -1.64% -25.04% -52.27%
75th Percentile £60.75 £21.57 £48.75
90th Percentile - £37.71 £53.20
Scotland median hourly rate £19.50 £14.50 £37.43
% change year-on-year +34.48% -61.26% -6.43%

Data Modelling
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Modelling in Edinburgh

Data Modelling
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Data Modelling in Edinburgh.

Daily rate trend for Data Modelling in Edinburgh

Data Modelling
Daily Rate Histogram in Edinburgh

Daily rate distribution for jobs citing Data Modelling in Edinburgh over the 6 months to 31 May 2024.

Daily rate histogram for Data Modelling in Edinburgh

Data Modelling
Contractor Hourly Rate Trend in Edinburgh

3-month moving average hourly rates quoted in jobs citing Data Modelling in Edinburgh.

Hourly rate trend for Data Modelling in Edinburgh

Data Modelling
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 2 (8.33%) Apache Spark
2 1 (4.17%) Apache Airflow
Applications
1 6 (25.00%) Microsoft Excel
Business Applications
1 3 (12.50%) Dynamics CRM
1 3 (12.50%) Oracle ERP
Cloud Services
1 8 (33.33%) Azure
1 8 (33.33%) Power Platform
2 7 (29.17%) Dynamics 365
3 4 (16.67%) AWS
3 4 (16.67%) OCI
4 3 (12.50%) Azure Data Factory
5 2 (8.33%) GCP
6 1 (4.17%) Amazon S3
6 1 (4.17%) AWS CloudFormation
6 1 (4.17%) AWS Lambda
6 1 (4.17%) Azure Synapse Analytics
6 1 (4.17%) OpenShift
6 1 (4.17%) Serverless
6 1 (4.17%) Snowflake
Database & Business Intelligence
1 8 (33.33%) Power BI
2 5 (20.83%) Star Schema
2 5 (20.83%) Tableau
3 4 (16.67%) Data Warehouse
3 4 (16.67%) Oracle BI Publisher
4 3 (12.50%) Oracle Reports
5 2 (8.33%) Data Lake
5 2 (8.33%) Data Mining
5 2 (8.33%) Snowflake Schema
6 1 (4.17%) Amazon Aurora
6 1 (4.17%) Amazon Redshift
6 1 (4.17%) Big Data
6 1 (4.17%) BigQuery
6 1 (4.17%) Data Mart
6 1 (4.17%) Hadoop
6 1 (4.17%) PostgreSQL
6 1 (4.17%) SQL Server
Development Applications
1 5 (20.83%) ER Studio
2 2 (8.33%) ERwin
3 1 (4.17%) Cypress.io
3 1 (4.17%) Git
3 1 (4.17%) Jenkins
General
1 13 (54.17%) Finance
2 5 (20.83%) Analytical Skills
2 5 (20.83%) Public Sector
3 1 (4.17%) Social Skills
Job Titles
1 6 (25.00%) Analyst
2 5 (20.83%) Architect
3 4 (16.67%) Data Architect
3 4 (16.67%) Data Engineer
3 4 (16.67%) Dynamics 365 Analyst
3 4 (16.67%) Functional Analyst
4 3 (12.50%) Data Modeller
5 2 (8.33%) Data Analyst
5 2 (8.33%) Developer
5 2 (8.33%) Dynamics 365 Architect
5 2 (8.33%) Finance Modeller
5 2 (8.33%) Lead
6 1 (4.17%) AWS Data Engineer
6 1 (4.17%) AWS Engineer
6 1 (4.17%) Cloud Architect
6 1 (4.17%) Full Stack Developer
6 1 (4.17%) GCP Architect
6 1 (4.17%) GCP Data Architect
6 1 (4.17%) Power BI Developer
6 1 (4.17%) Senior
Libraries, Frameworks & Software Standards
1 2 (8.33%) Oracle Fusion
2 1 (4.17%) AWS CDK
2 1 (4.17%) CSS
2 1 (4.17%) HTML
2 1 (4.17%) Kafka
2 1 (4.17%) OAuth
2 1 (4.17%) OAuth2
2 1 (4.17%) React
2 1 (4.17%) REST
2 1 (4.17%) Spring
2 1 (4.17%) Spring Boot
2 1 (4.17%) Spring MVC
2 1 (4.17%) Spring Security
2 1 (4.17%) Spring Web Flow
2 1 (4.17%) Thymeleaf
Miscellaneous
1 2 (8.33%) Data Protection Act
1 2 (8.33%) Data Structures
1 2 (8.33%) Legacy Systems
1 2 (8.33%) Management Information System
2 1 (4.17%) Renewable Energy
Processes & Methodologies
1 11 (45.83%) Business Intelligence
2 9 (37.50%) Agile
2 9 (37.50%) ETL
3 7 (29.17%) Data Analysis
3 7 (29.17%) Stakeholder Management
4 5 (20.83%) Analytics
5 4 (16.67%) Customer Service
5 4 (16.67%) Data Visualisation
5 4 (16.67%) ERP
5 4 (16.67%) Roadmaps
5 4 (16.67%) Technology Strategy
5 4 (16.67%) Technology Transformation
5 4 (16.67%) Visualisation
6 3 (12.50%) Backlog Management
6 3 (12.50%) CRM
6 3 (12.50%) Data Integration
6 3 (12.50%) Data Protection
6 3 (12.50%) Dimensional Modelling
6 3 (12.50%) Migration
6 3 (12.50%) Requirements Analysis
Programming Languages
1 13 (54.17%) SQL
2 7 (29.17%) Python
3 1 (4.17%) Data Analysis Expressions
3 1 (4.17%) Java
3 1 (4.17%) JavaScript
3 1 (4.17%) Perl
3 1 (4.17%) Rust
3 1 (4.17%) TypeScript
Qualifications
1 1 (4.17%) Computer Science Degree
1 1 (4.17%) Degree
Quality Assurance & Compliance
1 2 (8.33%) QA
2 1 (4.17%) Accessibility
2 1 (4.17%) Data Quality
2 1 (4.17%) Disclosure Scotland
System Software
1 1 (4.17%) Docker
Systems Management
1 1 (4.17%) Grafana
Vendors
1 10 (41.67%) Microsoft
2 9 (37.50%) Databricks
3 5 (20.83%) IDERA
4 4 (16.67%) Informatica
4 4 (16.67%) Oracle
5 1 (4.17%) Google