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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates deep expertise in bioimage analysis, cell biology, and histopathology, with a strong command of experimental design, image quantification, and statistics. Proficient in building Python analysis pipelines and evaluating AI agents' reasoning in imaging contexts.
Highest-signal resume keywords
PhD In Cell BiologyImage Segmentation ToolsBioimage AnalysisExperimental DesignAI Agent Evaluation
ATS Keywords
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Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Image SegmentationImage QuantificationPython ProgrammingDeep-Learning SegmentationStatistical Analysis
Soft Skills
JudgmentCommunication Of Uncertainty
Tools & Technologies
CellProfilerCellposeStarDistQuPathIlastikNapariFijiClaudeCursor
Certifications & Qualifications
PhD In Related FieldMD With Pathology Training
Industry Keywords
Bioimage AnalysisHistopathologyImmunofluorescenceConfocal MicroscopyElectron MicroscopyHigh-Content ScreeningSample PreparationStainingTCGA Whole-Slide Images
Tech Stack
Tools & technologiesElectronPython
About the role
Key responsibilities & impact- Define expert reasoning for imaging questions and write gold-standard answers with defensible rationales
- Design realistic scenarios covering sample preparation, staining, acquisition, preprocessing, segmentation, quantification, and interpretation
- Curate image datasets across immunofluorescence, confocal/live-cell, electron microscopy, histology/histopathology, and high-content screening
- Build Python analysis pipelines, including deep-learning segmentation, to produce verifiable ground truth
- Partner with software engineers to create benchmark workflows
- Test whether AI agents distinguish biological signal from imaging and segmentation artifacts
- Adjudicate ambiguous images and determine what additional evidence would resolve uncertainty
- Evaluate agents’ choices of imaging modality, resolution, and unit of analysis
- Interrogate agent reasoning step by step and challenge scientifically unsound conclusions
- Identify agent failure points and explain better expert approaches
- Score agent confidence, rewarding appropriate uncertainty
Requirements
What you’ll need- PhD in cell biology, bioimage analysis, pathology, or a related field; or an MD with pathology training
- Senior, hands-on imaging experience, including reviewing thousands of samples
- Direct experience with image segmentation tools such as CellProfiler, Cellpose, StarDist, QuPath, ilastik, napari, or Fiji
- Deep expertise in at least one area: bioimage analysis, cell biology, or histopathology
- Working fluency across bioimage analysis, cell biology, and histopathology
- Strong command of experimental design, image quantification, and statistics
- Daily use of Claude, Cursor, or similar AI agents
- Judgment to identify scientifically unsound AI reasoning
- Ability to calibrate confidence and communicate uncertainty
- US citizenship, permanent residency, or OPT-holder status
- Must not require STEM OPT extension or visa sponsorship
- Bonus: electron microscopy, pathology, or pharmacology experience
- Bonus: familiarity with IDR, BioImage Archive, Human Protein Atlas, Cell Painting Gallery, or TCGA whole-slide images
Benefits
Comp & perks- Guaranteed pay for weeks 1–4 while ramping
- Uncapped upside; pay scales with certified tasks completed
- Full-time schedule on your own schedule
- Catered lunch and dinner daily for onsite workers
- Waterfront office in Mission Bay
- Monthly parking when available
- Company outings most months
- Team off-sites
- Latch run club, cycling, boxing, ice skating, and soccer