Aledade, Inc.

Staff AI Researcher

Aledade, Inc.

full-time

Posted on:

Location Type: Remote

Location: United States

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Job Level

Lead

Tech Stack

Distributed SystemsPythonSpark

About the role

  • Build working prototypes using off-the-shelf and novel AI techniques to deliver higher optimization levels for the company.
  • Work with large, complex data sets. Solve difficult, non-routine analysis problems to harvest data.
  • Re-design current pipelines and systems to meet the growing data and query needs.
  • Implement techniques for fine-tuning and adapting pre-trained generative models to specific healthcare domains or tasks.
  • Develop evaluation metrics and benchmarks to assess the quality and performance of AI/ML models.
  • Experience in designing and implementing feature engineering pipelines, including data processing, feature extraction, and transformation to optimize model performance.
  • Set and uphold the standard for engineering processes to support high-quality engineering, including style and code checking, test harnesses, and release packaging.
  • Deliver working POC solutions solving speed, scalability and time-to-market tradeoffs.

Requirements

  • BS/BTech (or higher) in Computer Science or a related field required.
  • 3+ years of relevant deep learning and LLM work experience.
  • 8+ years of relevant machine learning and statistical analysis experience.
  • 3+ years or Python language experience.
  • Experience in addressing challenges from incomplete, unrepresentative, and mislabeled data.
  • Experience working with large-scale distributed systems at scale and statistical software (e.g. Spark).
  • 3+ years of demonstrated proficiency in selecting the right tools given a data optimization problem.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
deep learninglarge language modelsmachine learningstatistical analysisPythonfeature engineeringdata processingdata extractiondata transformationevaluation metrics
Soft Skills
problem-solvinganalytical thinkingattention to detailcommunicationcollaborationadaptabilitycreativitytime managementcritical thinkingleadership
Certifications
BS in Computer ScienceBTech in Computer Science