5 дней назад
Senior Scientist I, Applied Machine Learning and Generative AI, Pharma R&D
140 000 - 200 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Scientist I, Applied Machine Learning and Generative AI, Pharma R&D (Causal AI/Generative AI): Developing algorithms, causal models, and agent-based tools for pharmaceutical research and development using multimodal clinical, genomic, transcriptomic, and pathology data with an accent on causal inference, LLMs, and agentic systems. Focus on building RAG and tool-using AI solutions, modeling heterogeneous treatment effects, integrating biomedical data, and communicating computational findings to pharma and clinical stakeholders.
Location: Boston, United States
Salary: $140,000–$200,000 for Chicago; $150,000–$210,000 for New York City or San Francisco. The expected range may vary for other locations.
Company
develops a precision medicine platform that connects real-world clinical, genomic, and other biomedical evidence to support treatment decisions and pharmaceutical research and development.
What you will do
- Develop algorithms, causal models, and agent-based tools that advance the platform for pharmaceutical research and development.
- Build machine learning and generative AI capabilities using epidemiological, clinical, genomic, transcriptomic, and pathology imaging data.
- Collaborate with Research, Engineering, Data Science, pharma partner science, and clinical teams to deliver computational solutions.
- Analyze pharmaceutical strategies, drug modalities, and pipelines to identify opportunities for platform applications.
- Communicate technical findings and methodologies to clients and other external stakeholders.
- Guide and coach computational biologists and real-world evidence scientists on AI tool adoption.
Requirements
- PhD, or a master's degree with at least 2 years of relevant experience, plus at least 2 additional years of relevant industry or postdoctoral experience.
- Strong quantitative and computational skills in causal AI, causal inference, explainable AI, generative AI, mathematics, or biostatistics, combined with biological, medical, or drug development knowledge.
- Proficiency in R, Python, and SQL, with experience using agentic orchestration frameworks such as LangChain, LangGraph, AutoGen, or DSPy.
- Hands-on experience with causal methodologies, including directed acyclic graphs, counterfactual reasoning, and heterogeneous treatment effect estimation.
- Experience with LLM-driven agent architectures, prompt engineering, retrieval-augmented generation, and function calling or tool use.
- Experience with molecular, clinical trial, or real-world data and a track record of peer-reviewed publications, plus strong communication and client-facing skills.
Nice to have
- Experience integrating multimodal clinical and omics data.
- Strong understanding of data and artificial intelligence in pharmaceutical research and development.
- Understanding of cancer biology.
- Experience with large transcriptome and next-generation sequencing datasets or clinical and real-world medical data.
Culture & Benefits
- Work in a fast-paced environment with shifting priorities.
- Collaborate across a broad data science community and with pharmaceutical partners.
- Benefits may include incentive compensation, restricted stock units, medical benefits, and other company benefits.
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