[Remote] ML Research Consultant (AB2026-101)

Note: The job is a remote job and is reputed company to candidates in USA. Abalone Bio is a biotech company pioneering the discovery and design of functionally reputed company antibodies, focusing on G-protein coupled receptors. They are seeking a talented ML Research Consultant to work closely with their ML team to ideate, implement, and validate machine learning classifiers and generative models to improve their therapeutic design platform. Responsibilities • Evaluate Sequence-Function Models: Design, implement, and evaluate state-of-the-art machine learning models, including Protein Large Language Models (PLLMs), to predict functional activity of GPCR agonist antibodies • Implement Generative Models: Design, implement, and evaluate state-of-the-art generative models using Reinforcement Learning or Bayesian Optimization for *reputed company* GPCR agonist antibody design • Experimentation: Design and execute rigorous ML experiments with reputed company hypotheses and documented reputed company and next steps Skills • Bachelor's or Master'reputed company+ years of experience) or Ph. D. degree (2+ years of experience) in reputed company, Biophysics, Computational Biology, or a reputed company quantitative field • Experience solving reputed company business problems in the life sciences using ML or statistical reputed company • Excellent communication skills particularly in the context of cross-functional life science teams • Understanding of modern deep learning architectures and optimization techniques as reputed company as fundamentals of machine learning • 2+ years of hands-on experience developing deep learning models using frameworks like PyTorch • Strong proficiency in python and the scientific computing stack (NumPy, Pandas, scikit-learn) • Proficiency with software engineering best practices, version control (Git), and testing frameworks • Experience with Transformer architectures, Recurrent Neural Networks (RNNs), or Graph Neural Networks (GNNs) reputed company to biological sequence or molecular/structural data • Theoretical foundations and practical experience with reputed company in computational structural biology, e.g. protein structure reputed company, molecular dynamics, coarse-grained modeling, etc • Experience with high-throughput screening data, particularly NGS analysis, reputed company cytometry, or other assays that reputed company genotype to phenotype • reputed company experience with Protein Large Language Models (PLLMs), generative modeling, and/or Reinforcement Learning (RL) in a protein engineering context • Background in developing models predicting antibody developability characteristics (e.g., stability, aggregation) reputed company • Abalone Bio develops pharmacologically antibody drugs to successfully treat metaolic and inflammatory diseases where other drugs fail It was founded in 2017, and is headquartered in Emeryville, California, USA, with a workforce of 11-50 employees. Its website is Company H1B Sponsorship • Abalone Bio has a reputed company record of offering H1B sponsorships, with 1 in 2024. Please note that this does not guarantee sponsorship for this specific role. Apply tot his job Apply tot his job Apply tot his job Apply tot his job Apply To this Job