7 дней назад
Translational Genomics AI/ML Scientist
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Translational Genomics AI/ML Scientist (Genomics/AI/ML): Developing computational capabilities that connect genomic and phenotypic data with machine learning and biological interpretation to support trait discovery, genomic prediction, and crop breeding decisions with an accent on graph machine learning, foundation models, knowledge graphs, and explainable AI. Focus on designing scalable bioinformatics workflows, validating predictive models, and translating complex biological questions into reproducible digital tools for research and product teams.
Location: Durham, NC, United States of America; hybrid work
Company
A global agricultural technology organization developing precision breeding, biotechnology, and digital platforms to improve crop performance, food security, and sustainable farming.
What you will do
- Design and deliver AI/ML-enabled genomics capabilities for trait discovery, genomic prediction, and breeding decisions.
- Develop, validate, and operationalize graph machine learning, foundation models, knowledge graphs, and explainable AI methods.
- Build scalable bioinformatics and machine-learning workflows integrating genomic variation, annotations, expression data, pathways, phenotypes, and literature evidence.
- Create biological data representations, feature-engineering strategies, and predictive models that capture complex genomic relationships.
- Collaborate with geneticists, breeders, molecular biologists, data scientists, software engineers, and product teams.
- Document methods, validate models, communicate results and limitations, and support reproducible handover to research and product teams.
Requirements
- PhD in Bioinformatics, Computational Biology, Genomics, Genetics, Computer Science, Machine Learning, Statistics, Applied Mathematics, or a related discipline.
- Strong background in genomics, quantitative genetics, population genetics, or computational biology.
- Expertise in machine learning and statistical modeling, with proficiency in Python and scientific computing.
- Experience working with large-scale biological datasets and a strong publication or research record.
- Excellent communication and collaborative problem-solving skills.
- Must be authorized to work in the United States without sponsorship.
Nice to have
- Experience with graph-based genomic representations, GNNs, GATs, graph embeddings, or network analytics.
- Experience with foundation models, transformers, DNA language models, or biological large language models.
- Knowledge of knowledge graphs, semantic technologies, biological ontologies, or AI-assisted scientific research workflows.
- Experience with AWS, Snowflake, distributed computing, MLOps, or production AI environments.
- Background in plant genomics, breeding, crop science, or agricultural biotechnology.
Culture & Benefits
- Collaborative culture focused on belonging, professional development, and work-life balance.
- Flexible work options.
- Medical, dental, and vision benefits starting on the first day.
- 401(k) plan with company match, profit sharing, and retirement savings contribution.
- Paid vacation, paid holidays, parental leave, education assistance, wellness programs, and corporate discounts.
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