Amazon EMR Contracts in Scotland

Amazon Elastic MapReduce (Amazon EMR)
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland requiring Amazon EMR skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Amazon EMR over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 112 127 161
Rank change year-on-year +15 +34 +4
Contract jobs citing Amazon EMR 4 2 2
As % of all contract jobs advertised in Scotland 0.25% 0.090% 0.070%
As % of the Cloud Services category 0.62% 0.27% 0.19%
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
UK median daily rate £524 £510 £650
% change year-on-year +2.75% -21.54% +11.59%

All Cloud Skills
Scotland

Amazon EMR falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills in Scotland.

Contract vacancies with a requirement for cloud computing skills 645 738 1,034
As % of all contract IT jobs advertised in Scotland 39.69% 33.29% 36.13%
Number of daily rates quoted 440 504 774
10th Percentile £305 £258 £250
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £466 £475 £475
Median % change year-on-year -1.89% - -
75th Percentile £538 £550 £550
90th Percentile £600 £659 £650
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% -
Number of hourly rates quoted 8 10 11
10th Percentile £21.84 £15.39 £18.25
25th Percentile £22.50 £15.69 £45.00
Median hourly rate £24.09 £17.00 £60.55
Median % change year-on-year +41.71% -71.92% +65.89%
75th Percentile £27.91 £17.67 £66.50
90th Percentile £28.38 £24.85 £76.00
UK median hourly rate £27.35 £21.00 £35.00
% change year-on-year +30.24% -40.00% +62.79%

Amazon EMR
Job Vacancy Trend in Scotland

Job postings citing Amazon EMR as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Amazon EMR in Scotland

Amazon EMR
Contractor Daily Rate Trend in Scotland

3-month moving average daily rate quoted in jobs citing Amazon EMR in Scotland.

Daily rate trend for Amazon EMR in Scotland

Amazon EMR
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 Amazon EMR within the Scotland region over the 6 months to 1 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 - - 1
Amazon EMR
UK

Amazon EMR
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 3 (75.00%) Apache Airflow
2 1 (25.00%) Apache Spark
Cloud Services
1 4 (100.00%) Amazon S3
1 4 (100.00%) AWS
1 4 (100.00%) Snowflake
2 2 (50.00%) Azure
2 2 (50.00%) GCP
Database & Business Intelligence
1 3 (75.00%) Amazon Athena
1 3 (75.00%) Amazon RDS
1 3 (75.00%) Data Warehouse
1 3 (75.00%) PostgreSQL
1 3 (75.00%) SQL Server
2 2 (50.00%) PowerCenter
3 1 (25.00%) Big Data
Development Applications
1 3 (75.00%) GitLab
General
1 3 (75.00%) Social Skills
2 2 (50.00%) Finance
3 1 (25.00%) Analytical Skills
3 1 (25.00%) Banking
3 1 (25.00%) Retail
Job Titles
1 2 (50.00%) Data Engineer
2 1 (25.00%) Administrator
2 1 (25.00%) Analyst
2 1 (25.00%) AWS Data Engineer
2 1 (25.00%) AWS Engineer
2 1 (25.00%) Data Administrator
2 1 (25.00%) Data Analyst
2 1 (25.00%) Snowflake Data Engineer
2 1 (25.00%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 1 (25.00%) PySpark
Miscellaneous
1 2 (50.00%) Legacy Systems
Processes & Methodologies
1 3 (75.00%) Data Migration
1 3 (75.00%) Data Pipeline
1 3 (75.00%) ETL
1 3 (75.00%) Migration
1 3 (75.00%) Performance Tuning
1 3 (75.00%) Problem-Solving
2 2 (50.00%) Data Governance
2 2 (50.00%) Data Integration
2 2 (50.00%) Data Modelling
3 1 (25.00%) Analytics
3 1 (25.00%) Data Engineering
3 1 (25.00%) Data Science
3 1 (25.00%) Data Transformation
3 1 (25.00%) Database Optimisation
3 1 (25.00%) Data-Driven Decision Making
3 1 (25.00%) Decision-Making
3 1 (25.00%) High Availability
3 1 (25.00%) Performance Metrics
3 1 (25.00%) Performance Optimisation
3 1 (25.00%) Translating Business Requirements
Programming Languages
1 3 (75.00%) SQL
1 3 (75.00%) T-SQL
2 1 (25.00%) Python
Qualifications
1 1 (25.00%) Computer Science Degree
1 1 (25.00%) Degree
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
Vendors
1 3 (75.00%) Teradata
2 2 (50.00%) Informatica
3 1 (25.00%) Google
3 1 (25.00%) TSYS