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Staff AI Researcher

19 Nov, 2024

  • usaAustin, TX
  • usaFull Time
  • usaEngineering
  • usaRemote
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Overview: - Role: Staff AI Researcher at Aledade - Objective: Develop AI solutions to improve healthcare and prevent unnecessary hospitalizations - Collaboration: Work with engineering and analytics teams to integrate AI into products and workflows Key Responsibilities: - Build prototypes using AI techniques for optimization - Analyze complex data sets and solve non-routine problems - Redesign systems to accommodate growing data needs - Fine-tune pre-trained models for healthcare applications - Develop evaluation metrics for AI/ML model performance - Implement feature engineering pipelines for model optimization - Uphold engineering standards for quality and code - Deliver POC solutions for speed, scalability, and time-to-market Requirements/Skills/Qualifications: - BS/BTech in Computer Science or related field - 3+ years of deep learning and LLM experience - 8+ years of ML and statistical analysis experience - Proficiency in Python and large-scale distributed systems - Experience with data optimization tools - Ph.D. or equivalent practical experience in quantitative disciplines - Communication skills for diverse audiences - Experience with security and sensitive data systems - Proficiency in deep learning frameworks (e.g., PyTorch, Tensorflow) - Experience with statistical software (e.g., R, SAS) - Demonstrated leadership and self-direction - First-author publications in peer-reviewed conferences - Winners in ACM-ICPC, NOI/IOI, Kaggle - Knowledge of health-tech systems Compensation & Benefits: - Not specified in the provided text.
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