Big Data Contracts in Scotland

Big Data
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Big Data skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Big Data over the 6 months leading up to 23 May 2025, comparing them to the same period in the previous two years.

6 months to
23 May 2025
Same period 2024 Same period 2023
Rank 113 104 153
Rank change year-on-year -9 +49 -29
Contract jobs citing Big Data 2 18 9
As % of all contract jobs advertised in Scotland 0.12% 0.86% 0.34%
As % of the Database & Business Intelligence category 0.56% 4.72% 1.62%
Number of daily rates quoted 1 13 8
10th Percentile - £455 £513
25th Percentile £456 £475 £588
Median daily rate (50th Percentile) £463 £550 £725
Median % change year-on-year -15.91% -24.14% +45.00%
75th Percentile £469 £638 £775
90th Percentile - £654 £779
UK median daily rate £566 £600 £588
% change year-on-year -5.55% +2.04% -2.08%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £35.00
UK median hourly rate £55.00 £35.25 £78.00
% change year-on-year +56.03% -54.81% +28.93%

All Database and Business Intelligence Skills
Scotland

Big Data falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in Scotland.

Contract vacancies with a requirement for database or business intelligence skills 357 381 557
As % of all contract IT jobs advertised in Scotland 22.06% 18.19% 20.88%
Number of daily rates quoted 225 288 435
10th Percentile £292 £324 £400
25th Percentile £410 £400 £438
Median daily rate (50th Percentile) £472 £472 £499
Median % change year-on-year -0.05% -5.27% +1.73%
75th Percentile £538 £538 £550
90th Percentile £589 £639 £650
UK median daily rate £520 £525 £545
% change year-on-year -0.95% -3.67% -0.52%
Number of hourly rates quoted 1 2 7
10th Percentile - £24.60 £19.83
25th Percentile - £29.04 £27.94
Median hourly rate £19.59 £37.07 £35.00
Median % change year-on-year -47.15% +5.91% +18.64%
75th Percentile - £45.72 £67.66
90th Percentile - £50.54 £69.25
UK median hourly rate £33.11 £40.00 £58.59
% change year-on-year -17.23% -31.73% +30.20%

Big Data
Job Vacancy Trend in Scotland

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

Job vacancy trend for Big Data in Scotland

Big Data
Contractor Daily Rate Trend in Scotland

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

Daily rate trend for Big Data in Scotland

Big Data
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 Big Data within the Scotland region over the 6 months to 23 May 2025. 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 +4 2 £463 -26.73% 23
Big Data
UK

Big Data
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 (100.00%) Apache Airflow
1 2 (100.00%) Apache Spark
2 1 (50.00%) Apache
Cloud Services
1 2 (100.00%) AWS
1 2 (100.00%) Snowflake
2 1 (50.00%) Amazon EMR
2 1 (50.00%) Amazon S3
2 1 (50.00%) Azure
2 1 (50.00%) GCP
Database & Business Intelligence
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Delta Lake
1 1 (50.00%) Hadoop
1 1 (50.00%) Relational Database
Development Applications
1 1 (50.00%) Git
1 1 (50.00%) GitLab
General
1 1 (50.00%) Retail
1 1 (50.00%) Social Skills
Job Titles
1 2 (100.00%) Data Engineer
2 1 (50.00%) AWS Data Engineer
2 1 (50.00%) AWS Engineer
2 1 (50.00%) Open Source Engineer
2 1 (50.00%) Python Data Engineer
2 1 (50.00%) Python Engineer
2 1 (50.00%) Senior
2 1 (50.00%) Senior Data Engineer
2 1 (50.00%) Snowflake Data Engineer
2 1 (50.00%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 2 (100.00%) PySpark
2 1 (50.00%) Great Expectations
2 1 (50.00%) Pandas
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) CI/CD
1 2 (100.00%) Data Engineering
1 2 (100.00%) Data Pipeline
1 2 (100.00%) ETL
1 2 (100.00%) Problem-Solving
1 2 (100.00%) Validation
2 1 (50.00%) Business Analytics
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Continuous Integration
2 1 (50.00%) Data Extraction
2 1 (50.00%) Data Validation
2 1 (50.00%) Data-Driven Decision Making
2 1 (50.00%) Decision-Making
2 1 (50.00%) High Availability
2 1 (50.00%) Open Source
2 1 (50.00%) Performance Optimisation
2 1 (50.00%) Quality Management
2 1 (50.00%) Test Automation
2 1 (50.00%) Workflow
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) SQL
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
2 1 (50.00%) QA
System Software
1 1 (50.00%) Docker