Jobs · Research · California

Principal Bioinformatician

Hologic, Inc. · San Diego, CA · 2 wk ago
ResearchFull-time

Key Responsibilities

  • Scientific Leadership
    • Lead the strategy and execution of bioinformatics efforts for multiplex PCR assay design and optimization.
    • Serve as a subject matter expert in AI driven assay design, including target selection, primer/probe design, specificity analysis, cross-reactivity minimization, and multiplex compatibility.
    • Drive innovation through the integration of AI/ML models to improve assay performance, design efficiency, and predictive accuracy.
    • Mentor and guide cross-functional scientists in bioinformatics, molecular biology, and data science.
  • Assay Development & Design
    • Develop and implement computational pipelines for high-quality primer and probe design for complex multiplex assays.
    • Optimize assays for sensitivity, specificity, and robustness across diverse sample types and targets.
    • Conduct in silico validation including thermodynamic modeling, sequence alignment, and off-target prediction.
    • Collaborate with wet-lab teams to iterate on assay performance using experimental feedback.
  • AI / Machine Learning Integration
    • Design and deploy AI/ML models to:
      • Predict primer/probe efficiency and multiplex interactions
      • Optimize assay conditions and configurations
      • Analyze amplification data and improve signal interpretation
    • Apply deep learning or probabilistic modeling approaches to sequence and assay design problems.
    • Stay current with emerging AI techniques and apply them to molecular diagnostics challenges.
  • Data Science & Bioinformatics
    • Build and maintain scalable pipelines for genomic data processing, annotation, and analysis.
    • Integrate public and proprietary datasets to inform assay design and validation.
    • Develop software tools to automate and standardize assay workflows.
  • Cross-functional Collaboration
    • Partner with R&D, computational biology, software engineering, and product teams to deliver end-to-end solutions.
    • Communicate complex computational concepts to non-technical stakeholders.
    • Support regulatory and clinical teams with analytical validation data.

    Required Qualifications

    • Ph.D. in Bioinformatics, Computational Biology, Genomics, Molecular Biology, or a related field.
    • 8+ years of relevant experience (industry preferred), including leadership responsibility.
    • Deep expertise in:
      • Machine Learning / AI related to molecular diagnostics
      • PCR primer/probe design, including multiplex assay design principles
      • Bioinformatics tools (e.g., BLAST, alignment algorithms, sequence databases)
      • Programming (e.g., Python, R, or similar)
    • Demonstrated experience applying machine learning or AI to biological or genomic data.

    Preferred Experiences

    • Experience with high-plex assays, digital PCR, qPCR, or NGS-based diagnostics.
    • Knowledge of thermodynamics of nucleic acid interactions and assay chemistry.
    • Familiarity with cloud computing and scalable pipelines (e.g., AWS, Azure, GCP).
    • Experience in regulated environments (e.g., CLIA, FDA, IVDD/IVDR).
    • Publication record or patents in assay development, bioinformatics, or applied AI.

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