Data Modelling Contracts in Scotland

Data Modelling
UK > Scotland

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 73 85 76
Rank change year-on-year +12 -9 +5
Contract jobs citing Data Modelling 58 87 97
As % of all contract jobs advertised in Scotland 2.63% 3.05% 2.75%
As % of the Processes & Methodologies category 2.97% 3.29% 2.97%
Number of daily rates quoted 35 55 61
10th Percentile £420 £410 £369
25th Percentile £475 £460 £438
Median daily rate (50th Percentile) £500 £530 £500
Median % change year-on-year -5.66% +6.00% +8.11%
75th Percentile £581 £590 £625
90th Percentile £636 £738 £750
UK median daily rate £550 £575 £575
% change year-on-year -4.35% - +12.75%
Number of hourly rates quoted 0 1 0
Median hourly rate - £35.00 -
UK median hourly rate £48.50 £35.00 £48.25
% change year-on-year +38.57% -27.46% +38.09%

All Process and Methodology Skills
Scotland

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 Scotland with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 1,956 2,645 3,270
As % of all contract IT jobs advertised in Scotland 88.63% 92.68% 92.87%
Number of daily rates quoted 1,192 1,903 2,321
10th Percentile £230 £261 £244
25th Percentile £400 £407 £398
Median daily rate (50th Percentile) £475 £475 £470
Median % change year-on-year - +1.06% +10.59%
75th Percentile £588 £554 £550
90th Percentile £675 £650 £625
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +8.25%
Number of hourly rates quoted 94 55 49
10th Percentile £12.36 £10.63 £14.94
25th Percentile £16.00 £11.78 £17.50
Median hourly rate £19.34 £17.72 £33.00
Median % change year-on-year +9.11% -46.30% -21.43%
75th Percentile £40.94 £54.13 £48.75
90th Percentile £60.75 £67.13 £55.75
UK median hourly rate £35.00 £37.34 £25.00
% change year-on-year -6.27% +49.36% -

Data Modelling
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Modelling in Scotland

Data Modelling
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Data Modelling in Scotland

Data Modelling
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Data Modelling in Scotland over the 6 months to 27 April 2024.

Daily rate histogram for Data Modelling in Scotland

Data Modelling
Contractor Hourly Rate Trend in Scotland

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

Hourly rate trend for Data Modelling in Scotland

Data Modelling
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Scotland region over the 6 months to 27 April 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +40 27 £525 -2.33% 6
Glasgow -14 23 £475 -13.64% 6
Perthshire +9 1 £683 +30.62%
South Lanarkshire -8 1 £600 +30.43%
Renfrewshire - 1 - - 1
Data Modelling
UK

Data Modelling
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 2 (3.45%) Apache Spark
2 1 (1.72%) Apache Airflow
Applications
1 9 (15.52%) Microsoft Excel
Business Applications
1 7 (12.07%) Oracle ERP
2 3 (5.17%) Dynamics CRM
Cloud Services
1 10 (17.24%) AWS
1 10 (17.24%) Azure
1 10 (17.24%) Power Platform
2 8 (13.79%) OCI
3 7 (12.07%) Dynamics 365
4 5 (8.62%) OpenShift
5 3 (5.17%) Amazon S3
5 3 (5.17%) AWS CloudFormation
5 3 (5.17%) AWS Lambda
5 3 (5.17%) Azure Data Factory
5 3 (5.17%) Serverless
6 2 (3.45%) GCP
7 1 (1.72%) Azure Synapse Analytics
7 1 (1.72%) Snowflake
Communications & Networking
1 6 (10.34%) Kerberos
Database & Business Intelligence
1 10 (17.24%) Power BI
2 8 (13.79%) Data Warehouse
2 8 (13.79%) Oracle BI Publisher
2 8 (13.79%) Tableau
3 7 (12.07%) Oracle Reports
4 5 (8.62%) Amazon Aurora
4 5 (8.62%) Big Data
4 5 (8.62%) PostgreSQL
4 5 (8.62%) Star Schema
5 4 (6.90%) Parquet
6 3 (5.17%) Relational Database
7 2 (3.45%) Data Lake
7 2 (3.45%) Data Mining
7 2 (3.45%) DB2
7 2 (3.45%) Metadata
7 2 (3.45%) Snowflake Schema
7 2 (3.45%) SQL Server
8 1 (1.72%) Data Mart
8 1 (1.72%) Hadoop
8 1 (1.72%) Metadata Repository
Development Applications
1 13 (22.41%) Jenkins
2 7 (12.07%) Git
3 6 (10.34%) Bitbucket
4 5 (8.62%) ER Studio
5 3 (5.17%) Cypress.io
6 2 (3.45%) CircleCI
6 2 (3.45%) ERwin
6 2 (3.45%) GitLab
General
1 23 (39.66%) Finance
2 15 (25.86%) Analytical Skills
3 12 (20.69%) Public Sector
4 5 (8.62%) Social Skills
5 4 (6.90%) Financial Institution
6 2 (3.45%) Inclusion and Diversity
6 2 (3.45%) Law
7 1 (1.72%) Organisational Skills
7 1 (1.72%) Presentation Skills
Job Titles
1 19 (32.76%) Developer
2 17 (29.31%) Analyst
3 10 (17.24%) Data Analyst
4 7 (12.07%) Architect
5 5 (8.62%) Data Architect
5 5 (8.62%) Data Engineer
5 5 (8.62%) Full Stack Developer
6 4 (6.90%) Business Analyst
6 4 (6.90%) Dynamics 365 Analyst
6 4 (6.90%) Functional Analyst
6 4 (6.90%) Lead
7 3 (5.17%) Data Modeller
7 3 (5.17%) Python Developer
8 2 (3.45%) Dynamics 365 Architect
8 2 (3.45%) Finance Modeller
8 2 (3.45%) Java Developer
8 2 (3.45%) Software Engineer
8 2 (3.45%) Technical Analyst
9 1 (1.72%) AWS Engineer
9 1 (1.72%) Power BI Developer
Libraries, Frameworks & Software Standards
1 7 (12.07%) Spring
1 7 (12.07%) XML
2 6 (10.34%) JSON
2 6 (10.34%) LDAP
2 6 (10.34%) OpenID
2 6 (10.34%) RESTful
2 6 (10.34%) Web Services
3 5 (8.62%) AWS CDK
3 5 (8.62%) CSS
3 5 (8.62%) HTML
3 5 (8.62%) Oracle Fusion
3 5 (8.62%) REST
3 5 (8.62%) Spring Boot
3 5 (8.62%) Spring MVC
3 5 (8.62%) Spring Web Flow
3 5 (8.62%) Thymeleaf
4 4 (6.90%) Apache Avro
4 4 (6.90%) PySpark
4 4 (6.90%) React
5 3 (5.17%) OAuth2
Miscellaneous
1 6 (10.34%) Enterprise Cloud
2 5 (8.62%) Management Information System
3 4 (6.90%) Distributed Computing
4 3 (5.17%) Data Protection Act
5 2 (3.45%) Data Structures
5 2 (3.45%) Legacy Systems
5 2 (3.45%) Product Ownership
6 1 (1.72%) IoT
6 1 (1.72%) Mobile App
6 1 (1.72%) Renewable Energy
6 1 (1.72%) SCADA
Operating Systems
1 2 (3.45%) Unix
Processes & Methodologies
1 17 (29.31%) Agile
2 16 (27.59%) Business Intelligence
3 14 (24.14%) Data Analysis
3 14 (24.14%) ETL
4 12 (20.69%) Analytics
5 11 (18.97%) Stakeholder Management
5 11 (18.97%) Test Automation
6 9 (15.52%) CI/CD
7 8 (13.79%) Data Protection
7 8 (13.79%) Data Visualisation
7 8 (13.79%) DevOps
7 8 (13.79%) ERP
7 8 (13.79%) Microservices
7 8 (13.79%) Visualisation
8 7 (12.07%) Continuous Integration
8 7 (12.07%) Data Management
8 7 (12.07%) OO
8 7 (12.07%) Roadmaps
9 6 (10.34%) Inclusive Design
9 6 (10.34%) Problem-Solving
Programming Languages
1 24 (41.38%) SQL
2 15 (25.86%) Python
3 8 (13.79%) Java
4 6 (10.34%) C
4 6 (10.34%) Go
4 6 (10.34%) JavaScript
5 4 (6.90%) TypeScript
6 2 (3.45%) Shell Script
7 1 (1.72%) Data Analysis Expressions
7 1 (1.72%) Perl
7 1 (1.72%) Rust
Qualifications
1 2 (3.45%) Degree
2 1 (1.72%) Computer Science Degree
Quality Assurance & Compliance
1 6 (10.34%) Accessibility
1 6 (10.34%) Data Quality
2 5 (8.62%) QA
3 4 (6.90%) Disclosure Scotland
System Software
1 6 (10.34%) Active Directory
2 5 (8.62%) Docker
Systems Management
1 5 (8.62%) Grafana
Vendors
1 11 (18.97%) Microsoft
2 10 (17.24%) Databricks
3 9 (15.52%) Oracle
4 6 (10.34%) Cadence
5 5 (8.62%) IDERA
6 4 (6.90%) Informatica
7 2 (3.45%) Greenplum
8 1 (1.72%) Google