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Senior Data Scientist - AI & Genomics - Remote

Posted 3 weeks ago
Data Analysis
Full Time
Worldwide

Overview

An overview paragraph about the job

In Short

  • Develop and apply AI-powered data science methods for analyzing large-scale genomic datasets in a federated environment.
  • Design, train, and validate machine learning and deep learning models for genomics, including variant classification, functional annotation, and disease risk prediction.
  • Collaborate with partners in academia and industry to create models that process and harmonize diverse genomics datasets.
  • Apply large language models (LLMs) and generative AI for automated annotation, scientific literature mining, and variant impact prediction.
  • Utilize federated learning frameworks to train AI models on distributed genomic data while ensuring privacy compliance.
  • Support the development of data harmonization and feature engineering pipelines to enhance AI model performance across genomic datasets.
  • Communicate complex AI-driven genomic analyses clearly to technical and non-technical stakeholders.
  • Stay current with emerging AI and deep learning techniques for genomics, participating in open-source initiatives and advancing industry best practices.

Requirements

  • Master's degree or PhD in data science, computational biology, bioinformatics, AI/ML, biostatistics, or a related field—or equivalent industry experience.
  • 4+ years of hands-on experience applying data science and machine learning techniques to genomics datasets.
  • Strong experience implementing AI-powered bioinformatics tools and applying machine learning techniques to genomic analysis.
  • Proficiency with deep learning models for genomics such as AlphaFold, ESMFold, OpenFold, DeepSEA, and Enformer.
  • Experience with LLMs for genomic applications, including automated annotation and text-based variant interpretation.
  • Strong programming skills in Python (preferred), R, or Julia, with experience using AI/ML libraries such as TensorFlow, PyTorch, or scikit-learn.
  • Expertise in working with large-scale genomic datasets, including WGS, WES, RNA-seq, and methylation data.
  • Familiarity with cloud computing (GCP, AWS, or Azure) or HPC environments.
  • Experience leveraging federated learning and privacy-preserving AI for genomic data sharing.
  • Strong interpersonal and communication skills—able to translate between technical, scientific, and clinical domains.
  • Statistical and visualization skills for exploring -omics datasets.

Benefits

  • Work on meaningful projects that help improve patient outcomes.
  • Be part of a collaborative, mission-driven team in a growing startup.
  • Flexible hours and remote-friendly culture.
  • Competitive salary, benefits, and stock options.
  • Opportunity to contribute to open science and global data-sharing efforts.
DNAstack logo

DNAstack

DNAstack is a pioneering startup dedicated to advancing precision medicine through innovative software solutions that facilitate responsible biomedical data sharing, discovery, and analysis. The company focuses on developing cutting-edge technologies and industry standards to assist researchers and clinicians in analyzing sequencing data, ultimately leading to faster and more accurate diagnoses. Operating at the intersection of bioinformatics, cloud computing, and open science, DNAstack supports both national and international networks addressing critical health challenges such as rare diseases, cancer, and infectious diseases.

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