Healthcare Data Scientist

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May 27

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John Snow Labs

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Artificial Intelligence • Healthcare Insurance • Biotechnology

John Snow Labs is a company specialized in providing AI and NLP solutions tailored for the healthcare sector. They offer a range of products including medical language models, NLP Python libraries, and solutions for clinical text summarization, information extraction, and de-identification. Their Generative AI models excel in processing clinical and biomedical text. The company facilitates the creation and tuning of custom language models and offers managed services for patient cohort creation and risk adjustment. They also focus on responsible AI practices, offering tools to ensure safe and effective language model use, along with medical knowledge graphs and clinical decision support systems. John Snow Labs is recognized for its innovation in healthcare AI and medical document processing, providing solutions that are trusted by pharma and healthcare companies.

51 - 200 employees

Founded 2015

🤖 Artificial Intelligence

⚕️ Healthcare Insurance

🧬 Biotechnology

📋 Description

• John Snow Labs is seeking a highly skilled and motivated Data Scientist to contribute to transformative initiatives within the healthcare industry. • The ideal candidate will possess a strong background in developing and optimizing machine learning models, specifically within healthcare contexts. • We are looking for a results-oriented individual proficient in training and fine-tuning models, building robust, production-ready model inference pipelines, and conducting comprehensive exploratory data analysis and data enrichment. • Train, fine tune, and enhance LLM & NLP models using the open-source Python library ecosystem. • Experience with LLMs, Generative AI, and deep learning is a significant advantage. • Build data science and data engineering pipelines specific to analyzing clinical data, such as extracting information from medical text or images, or integrating uncertain information from multiple medical data sources. • Collaborate with our team on customer-facing projects, utilizing your expertise to create advanced machine learning, deep learning, large language models, and time series forecasting pipelines tailored to address specific business needs. • Ensure models are validated for issues like bias, overfitting, and concept drift to ensure reliability and effectiveness. • Engage directly with customers, requiring strong oral and written communication skills to convey complex technical concepts clearly.

🎯 Requirements

• Proven experience in consistently delivering real-world projects covering the key responsibilities. • Knowledge that is limited to an academic setting, or to using existing APIs to building applications, is not sufficient for this role. • Hands-on experience with OMOP, FHIR, clinical terminologies, and understanding of the patient journey. • Strong background in healthcare-related fields such as medicine, pharma, bioinformatics, or biostatistics is highly beneficial. • A PhD in a relevant field is preferred but not required if exceptional experience is demonstrated. • Experience with John Snow Labs’ technology stack, such as Spark NLP or the medical language models, is a plus.

🏖️ Benefits

• A chance to work on cutting-edge problems in healthcare and life sciences, contributing to meaningful projects that impact patient outcomes. • Long-term freelancing contracts with a commitment of at least 30 hours per week. • The opportunity to grow your skills and knowledge, working with a team of big data and data science experts in a supportive, collaborative environment.