Machine Learning Analyst (Remote)
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Key skills for this role
Role Overview
The employer is seeking a Machine Learning Analyst for a part-time position.
The role evaluates, diagnoses, and improves advanced AI systems using production-like datasets, metrics, and ML outputs.
Key Skills for This Role
Full Job Posting
Role Overview
The employer is seeking a Machine Learning Analyst for a part-time position.
The role evaluates, diagnoses, and improves advanced AI systems using production-like datasets, metrics, and ML outputs.
Compensation
- Compensation is competitive and based on experience.
Workplace
- The position is remote.
Key Responsibilities
- Analyze structured and unstructured datasets from ML training, inference, and evaluation pipelines.
- Define, compute, and validate model performance and behavior metrics.
- Investigate data distributions, model outputs, failure modes, and benchmark edge cases.
- Use Python and SQL to analyze data, create reports, and support evaluation workflows.
- Validate data quality, consistency, and correctness across datasets and experiments.
Required Skills and Qualifications
- At least 3 years of experience as a data analyst or analytics-focused engineer is required.
- Strong Python proficiency for data analysis is required.
- Solid SQL and relational dataset experience is required.
- Experience analyzing ML outputs and evaluation metrics is required.
- A strong understanding of statistics and analytical reasoning is required.
Opportunity Context
The role contributes to benchmark-driven evaluation projects involving real-world machine learning systems.
The position collaborates with ML engineers and researchers to design challenging evaluation scenarios.
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