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Alt

Senior Machine Learning Engineer

Alt
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about 5 hours ago
Remote, WorldwideSenior

Base Salary

$235k - $250k/yr

Responsibilities

  • Optimize pricing models to reduce infrastructure costs while improving accuracy.
  • Iterate on the underwriting model to maximize cash advance disbursements.
  • Lead the full ML lifecycle from model training to production deployment.
  • Collaborate with Expert Pricers to enhance model improvements.
  • Design and execute experiments to validate new features for models.
  • Manage the models' AWS infrastructure and ensure low-latency API serving.

Requirements

  • 7+ years of engineering experience with 5+ years in production ML/AI models.
  • Deep proficiency in Python and SQL for custom feature-engineering pipelines.
  • Experience with gradient-boosted or ensemble estimators and segment-specific tuning.
  • Familiarity with LLMs and AI tools for production use cases.
  • Experience with MLflow or similar tools for experiment tracking.
  • Comfortable managing production model-serving infrastructure on AWS.
  • Experience with CI/CD pipelines and cloud infrastructure management.

Benefits

  • A seat at the table to shape the future of Alt.
  • Autonomy and ownership on impactful projects.
  • $100/month work-from-home stipend.
  • $200/month wellness stipend.
  • WeWork office stipend.
  • 401(k) retirement benefits.
  • Flexible vacation policy.
  • Generous paid parental leave.
  • Competitive healthcare benefits for you and your dependents.

Tech Stack

AWSMLflowPythonscikit-learnSQL

Categories

AI & MLData Science