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 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 44 84 66
Rank change year-on-year +40 -18 0
Contract jobs citing Data Modelling 27 29 61
As % of all contract jobs advertised in Edinburgh 3.34% 2.25% 3.14%
As % of the Processes & Methodologies category 3.78% 2.36% 3.35%
Number of daily rates quoted 16 18 43
10th Percentile £483 £391 £375
25th Percentile £500 £450 £456
Median daily rate (50th Percentile) £525 £538 £525
Median % change year-on-year -2.33% +2.38% +2.44%
75th Percentile £556 £716 £625
90th Percentile £663 £825 £750
Scotland median daily rate £500 £530 £500
% change year-on-year -5.66% +6.00% +8.11%

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 714 1,229 1,822
As % of all contract IT jobs advertised in Edinburgh 88.26% 95.27% 93.72%
Number of daily rates quoted 420 877 1,257
10th Percentile £227 £252 £260
25th Percentile £413 £406 £400
Median daily rate (50th Percentile) £482 £475 £475
Median % change year-on-year +1.37% - +11.76%
75th Percentile £575 £545 £563
90th Percentile £675 £625 £638
Scotland median daily rate £475 £475 £470
% change year-on-year - +1.06% +10.59%
Number of hourly rates quoted 31 12 18
10th Percentile £15.10 £13.62 £14.89
25th Percentile £16.25 £17.72 £18.31
Median hourly rate £22.87 £21.47 £36.50
Median % change year-on-year +6.55% -41.19% -32.99%
75th Percentile £60.75 £53.94 £52.50
90th Percentile - £66.20 £53.92
Scotland median hourly rate £19.34 £17.72 £33.00
% change year-on-year +9.11% -46.30% -21.43%

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 27 April 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 (7.41%) Apache Spark
2 1 (3.70%) Apache Airflow
Applications
1 8 (29.63%) Microsoft Excel
Business Applications
1 5 (18.52%) Oracle ERP
2 3 (11.11%) Dynamics CRM
Cloud Services
1 10 (37.04%) Power Platform
2 7 (25.93%) Azure
2 7 (25.93%) Dynamics 365
3 6 (22.22%) OCI
4 5 (18.52%) AWS
5 3 (11.11%) Azure Data Factory
6 2 (7.41%) Amazon S3
6 2 (7.41%) AWS CloudFormation
6 2 (7.41%) AWS Lambda
6 2 (7.41%) GCP
6 2 (7.41%) OpenShift
6 2 (7.41%) Serverless
7 1 (3.70%) Azure Synapse Analytics
7 1 (3.70%) Snowflake
Database & Business Intelligence
1 10 (37.04%) Power BI
2 7 (25.93%) Tableau
3 6 (22.22%) Oracle BI Publisher
4 5 (18.52%) Oracle Reports
4 5 (18.52%) Star Schema
5 4 (14.81%) Data Warehouse
6 2 (7.41%) Amazon Aurora
6 2 (7.41%) Data Lake
6 2 (7.41%) Data Mining
6 2 (7.41%) PostgreSQL
6 2 (7.41%) Snowflake Schema
7 1 (3.70%) Amazon Redshift
7 1 (3.70%) Big Data
7 1 (3.70%) BigQuery
7 1 (3.70%) Data Mart
7 1 (3.70%) Hadoop
7 1 (3.70%) SQL Server
Development Applications
1 5 (18.52%) ER Studio
2 2 (7.41%) Cypress.io
2 2 (7.41%) ERwin
2 2 (7.41%) Jenkins
3 1 (3.70%) Git
General
1 15 (55.56%) Finance
2 8 (29.63%) Public Sector
3 7 (25.93%) Analytical Skills
4 3 (11.11%) Social Skills
Job Titles
1 9 (33.33%) Analyst
2 5 (18.52%) Architect
2 5 (18.52%) Data Analyst
3 4 (14.81%) Data Architect
3 4 (14.81%) Data Engineer
3 4 (14.81%) Dynamics 365 Analyst
3 4 (14.81%) Functional Analyst
4 3 (11.11%) Data Modeller
4 3 (11.11%) Developer
5 2 (7.41%) Dynamics 365 Architect
5 2 (7.41%) Finance Modeller
5 2 (7.41%) Full Stack Developer
5 2 (7.41%) Lead
6 1 (3.70%) AWS Data Engineer
6 1 (3.70%) AWS Engineer
6 1 (3.70%) Cloud Architect
6 1 (3.70%) Functional Architect
6 1 (3.70%) GCP Architect
6 1 (3.70%) GCP Data Architect
6 1 (3.70%) Power BI Developer
Libraries, Frameworks & Software Standards
1 4 (14.81%) Oracle Fusion
2 2 (7.41%) AWS CDK
2 2 (7.41%) CSS
2 2 (7.41%) HTML
2 2 (7.41%) OAuth
2 2 (7.41%) OAuth2
2 2 (7.41%) React
2 2 (7.41%) REST
2 2 (7.41%) Spring
2 2 (7.41%) Spring Boot
2 2 (7.41%) Spring MVC
2 2 (7.41%) Spring Security
2 2 (7.41%) Spring Web Flow
2 2 (7.41%) Thymeleaf
3 1 (3.70%) Kafka
3 1 (3.70%) Middleware
3 1 (3.70%) XML
3 1 (3.70%) XSD
Miscellaneous
1 4 (14.81%) Management Information System
2 2 (7.41%) Data Protection Act
2 2 (7.41%) Data Structures
2 2 (7.41%) Legacy Systems
Processes & Methodologies
1 13 (48.15%) Business Intelligence
2 10 (37.04%) Data Analysis
3 9 (33.33%) Agile
3 9 (33.33%) ETL
4 7 (25.93%) Analytics
4 7 (25.93%) Stakeholder Management
5 6 (22.22%) Data Visualisation
5 6 (22.22%) ERP
5 6 (22.22%) Visualisation
6 4 (14.81%) Customer Service
6 4 (14.81%) Data Management
6 4 (14.81%) DevOps
6 4 (14.81%) Migration
6 4 (14.81%) Roadmaps
6 4 (14.81%) Technology Strategy
6 4 (14.81%) Technology Transformation
7 3 (11.11%) Backlog Management
7 3 (11.11%) CI/CD
7 3 (11.11%) Data Integration
7 3 (11.11%) Requirements Analysis
Programming Languages
1 13 (48.15%) SQL
2 8 (29.63%) Python
3 2 (7.41%) Java
3 2 (7.41%) JavaScript
3 2 (7.41%) TypeScript
4 1 (3.70%) Data Analysis Expressions
Quality Assurance & Compliance
1 4 (14.81%) Disclosure Scotland
1 4 (14.81%) QA
2 2 (7.41%) Accessibility
3 1 (3.70%) Data Quality
System Software
1 2 (7.41%) Docker
Systems Management
1 2 (7.41%) Grafana
Vendors
1 10 (37.04%) Microsoft
2 9 (33.33%) Databricks
3 6 (22.22%) Oracle
4 5 (18.52%) IDERA
5 4 (14.81%) Informatica
6 1 (3.70%) Google