Principal Scientist — AI/ML for Life Sciences
Bencos Research Solutions Pvt. Ltd.
India
Full-Time
Posted 19 days ago
India
Full-Time
Posted 19 days ago
Job Description & Responsibilities
We are a small, agile team building AI models to solve complex problems in biology and healthcare. As a Principal Scientist, you will own research problems end-to-end—from framing and prototyping to validation and deployment. You will anchor our technical efforts, transforming ambiguous biological questions into actionable ML solutions.
What you will Do
- End-to-End ML: Architect, train, and deploy production ML models tailored to complex life science datasets.
- Multi-Modal AI: Fuse omics, imaging, structural, and clinical data to drive biological discovery.
- Robust Modeling: Build resilient architectures designed to overcome small sample sizes, batch effects, and noisy data.
- Rigor & Validation: Establish rigorous benchmarks, evaluation metrics, and validation protocols.
Requirements
- Background: PhD + 5 yrs experience or MS + 10 yrs experience in CS, Computational Biology, Physics, or related field. Proven history of delivering production AI systems.
- Technical Expertise: Deep proficiency in multi-modal AI with hands-on experience in at least two: Transformers, GNNs, Diffusion/Flow-Matching, or SE(3)-equivariant models.
- Foundational ML: Mastery of self-supervised learning, representation learning, and fine-tuning for low-data regimes.
- Agentic Frameworks: Experience designing and implementing agentic workflows to automate complex research or decision‑making processes.
- Engineering: Fluent in Python and PyTorch/JAX; strong emphasis on clean, scalable code.
- Mindset: Thrives in ambiguous environments with rapid prototyping and concise cross‑domain communication.
Strongly preferred
- Experience with omics data (NGS, transcriptomics, proteomics).
- Expertise in MLOps, cloud infrastructure (AWS/GCP/Azure), and large-scale model training.
- Background in regulated or GxP environments.
- Collaboration: Partner with cross‑functional domain experts to translate scientific questions into tractable ML framing.
- Technical Leadership: Guide research strategy, mentor scientists, and uphold engineering best practices.
- Scientific Impact: Drive IP creation, high‑impact publications, and foundational strategy.
About Bencos Research Solutions Pvt. Ltd.
Required Skills
PythonAWSAzureGCPMachine LearningPyTorchAgileLeadership
Job Details
Employment TypeFull-Time
Work ModeOn-Site
Experience0 – 0 years
Positions1
Posted by
N/A
Posted on:
19 Sept 2026
About Bencos Research Solutions Pvt. Ltd.
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