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Data Scientist (AI Quality & Evaluation) at bioscope.ai | Boston

bioscope.aiBoston Office
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

QualificationsRequiredSolid foundation in deep learning frameworks such as PyTorch and LLM architectures. Proven experience with model evaluation, benchmarking, and quality metrics. Proficiency in Python and modern machine learning development tools. Strong statistical background. Ability to comprehend, apply, and extend academic research papers. Exceptional communication skills. PreferredMaster's degree in Computer Science, Machine Learning, Statistics, or a related quantitative field (PhD preferred). Publications in leading ML/AI conferences such as NeurIPS, ICML, ICLR, or ACL. Experience with RLHF, DPO, or preference optimization techniques. Background in healthcare AI or regulated industries. Experience in building evaluation systems for production LLM applications.

About the job

About the Role

We are seeking a talented Data Scientist to take charge of ensuring the quality, reliability, and trustworthiness of our clinical AI outputs. In this pivotal role, you will develop systems that help our AI recognize its limitations, including the creation of evaluation frameworks, calibrated confidence scoring, and automated quality assurance protocols that healthcare professionals can rely on.

Key Responsibilities

  • Design and deploy automated evaluation pipelines to assess the quality, accuracy, and safety of AI outputs at scale.
  • Develop systems for uncertainty quantification where confidence scores are meaningfully aligned with accuracy.
  • Create comprehensive evaluation frameworks that integrate automated assessments with clinician-validated test cases.
  • Implement continuous feedback mechanisms to enhance model outputs based on validation signals.
  • Establish scalable quality gates to identify errors before they impact end users.
  • Contribute to efforts focused on model alignment and fine-tuning.

About bioscope.ai

At bioscope.ai, we are dedicated to enhancing healthcare through advanced AI technologies. Our team is committed to creating trustworthy AI solutions that improve clinical decision-making and patient outcomes. Join us in revolutionizing the future of healthcare.

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