Padmi

Data Scientist (ML/AI, NLP, Python)| TELECOMMUTE

Location not specifiedPosted 15 months ago
Data Science And StatisticsUnspecified
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Title: Data Scientist (ML/AI, NLP, Python)| TELECOMMUTE

Location: Remote

Job Type: Contract

Description: This position offers a unique opportunity to apply data science skills at the intersection of healthcare, AI ethics, and regulatory compliance.

Responsibilities

  • Clearly communicate with diverse teams including legal, compliance, and AI development over a wide variety of AI methods including Generative AI and traditional ML.

  • Document findings, create reports, and present results to stakeholders.

  • Design, and develop job aids and guidance documentation for best practices of responsible AI.

  • Develop Python scripts to automate testing processes and analyze results.

  • Help identify vulnerabilities related to PII/PHI exposure in AI interactions

  • Maintain test data sets and contribute to improving testing methodologies

  • Stay abreast of the latest developments in AI/ML research and incorporate relevant findings into work

  • Provide mentorship and guidance to colleagues, fostering a culture of continuous learning and improvement

  • Assist in designing and executing Red Team testing scenarios for conversational AI systems

  • Required:

  • BS degree plus 3+ years equivalent experience in computer science, applied mathematics, applied statistics, or similar quantitative fields of study

  • 3+ years of experience with the full ML system development, deployment, and maintenance lifecycle

  • 3+ years of experience working with advanced NLP models and methodologies

  • 3+ years of experience with python and ML frameworks (e.g., scikit-learn, Pandas, Numpy)

  • Deep understanding of ethical considerations and fairness in AI model development

  • Strong analytical thinking and problem-solving abilities

  • Excellent written and verbal communication skills

  • Preferred:

  • Familiarity with healthcare systems including claims payment, call centers, or claims-based research.

  • Proven ability to translate business needs and requirements into technical solutions

  • Proven ability to collaborate effectively with cross-functional teams, including product managers, data scientists, and business stakeholders

  • Experience working with large language models or conversational AI systems

  • Familiarity with prompt engineering and adversarial testing methodologies

  • Exposure to regulatory frameworks relevant to AI in healthcare

  • Basic understanding of information security principles

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