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AI Researcher – Ph.D. in Mathematics or Physics

AI Researcher – Ph.D. in Mathematics or Physics

Feathersoft

0 years

0 Lacs

Kochi Kerala India

Posted:3 weeks ago| Platform:

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Skills Required

ai mathematics physics research development cutting data drive discovery analyze learning design model proteomics ip optimization inference programming python pytorch tensorflow communication bioinformatics

Work Mode

On-site

Job Type

Full Time

Job Description

Role Overview

AI Researcher

Key Responsibilities

Develop, analyze, and optimize advanced machine learning models, including deep learning and probabilistic models, tailored to biomedical applications.
Conduct theoretical and applied research bridging mathematics/physics with biological systems and data.
Collaborate with domain experts to frame complex biological challenges into solvable AI problems.
Design and implement experiments to validate model performance on real-world biological datasets (e.g., genomics, proteomics, medical imaging).
Publish findings in top-tier journals and conferences, and contribute to patents and IP development.
Stay current with the latest research in AI, applied mathematics, and computational biology.

Qualifications

Ph.D. in Mathematics, Physics, or a closely related field.
Strong background in one or more of the following: statistical mechanics, optimization, information theory, Bayesian inference, or numerical modeling.
Solid programming skills in Python and experience with machine learning libraries (e.g., PyTorch, TensorFlow, JAX).
Ability to work with large-scale, high-dimensional datasets.
Excellent problem-solving and mathematical modeling skills.
Strong communication skills and the ability to work in an interdisciplinary team.

Preferred Qualifications

Experience with AI applications in biology, chemistry, or healthcare.
Familiarity with bioinformatics tools and biological data formats (e.g., FASTA, VCF).
Previous publications or projects in applied AI research.

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