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Member of Engineering (Pre-training / Data Research)
Unknown company · ML Engineer · L3 · remote
Summary
Poolside is seeking an experienced ML Engineer for their data team to optimize pre-training datasets for large language models, focusing on research, scaling, and quality.
Responsibilities
- Stay current with LLM research and open-source datasets/models.
- Design and implement pipelines for large-scale data generation.
- Collaborate with other teams for feedback on model quality.
- Conduct and analyze data experiments to improve datasets.
- Leverage experience to enhance pretraining dataset quality.
- Lead original research and deploy engineering solutions.
Skills
machine-learninglarge-language-modelstransformer-architecturesdata-ablationsscaling-lawsmid-training-techniquespost-training-techniquestraining-reasoning-modelsagentic-modelsevalsdata-curationdeduplicationdata-mixingtokenizationcurriculum-learningimpact-of-data-repetitionpythonprompt-engineeringdistributed-data-pipelines
Details
- Industry
- ai
- Stage
- unknown
- Arrangement
- remote
Benefits
remoteflexible hoursvacation dayshealth insurancecompany equipmentwell being allowancelearning allowancehome office allowanceteam gatheringsdiverse cultureinclusive culture