Research Scientist (AI/ML) - Bioinformatics

Pandorum Technologies

3 - 6 years

11 - 12 Lacs

bengaluru

Posted:1 week ago| Platform:

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Skills Required

data analysis linux analytical machine learning research bioinformatics matlab biomedical python clinical data

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Job Type

Full Time

Job Description

Role: Research Scientist (AI/ML) - Bioinformatics

Key Responsibilities:

Perform microscopy-based tissue image analysis, including segmentation, morphological/feature extraction, and quantitative spatial phenotyping.
Integrate multi-modal datasets (imaging, omics, clinical) for visualization, interpretation, and high-throughput analysis.
Develop and apply machine learning / deep learning models for biomarker discovery, drug response prediction, and precision medicine applications.
Collaborate with clinical and R&D teams on patient stratification, outcome prediction, and validation of computational models in translational workflows.
Support transcriptomics, proteomics, and genomics data analysis and maintain reproducible pipelines and documentation using version-controlled systems.
Contribute to research communication and publication.

Required Skills and Expertise:

Ph.D. in Bioinformatics, Computational Biology, Biomedical Engineering, Data Science or related quantitative discipline with minimum 2-5 years experience.
Proficiency in microscopy image analysis and digital pathology using ImageJ, CellProfiler, QuPath, and Python/MATLAB (OpenCV, scikit-image); experience with ML-based image segmentation.
Hands-on experience with ML/DL frameworks (TensorFlow, PyTorch, scikit-learn). Working experience in End-to-End ML/DL based modelling and prediction is desirable.
Strong skills in visualization using R (ggplot2, Seurat), Python (matplotlib, seaborn, plotly), and/or Tableau.
Hands-on analysis experience with OMICS datasets (Genomics/Transcriptomics/Single cell/Proteomics) is desirable.
Knowledge of clinical data workflows, biomarker validation, and patient cohort analysis.
Proficiency in Python, R, Linux, Git/GitHub.
Strong analytical and collaborative communication skills.

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