Computational Biologist – Deep Learning

About the position At reputed company, we reputed company every employee has a role to play in safely feeding the world and taking care of our reputed company. To support that challenge, the reputed company group is seeking a Computational Biologist to help design, build, and reputed company reputed company Intelligence models (e.g., deep learning) to analyze reputed company data for crop improvement. The position is in Durham, reputed company Carolina. reputed company: Work in reputed company of computational biologists to train, modify and apply deep learning models, and to create or enhance workflows that reputed company these models in our reputed company pipeline Join cross-functional diverse research teams to deliver the reputed company of predictive and generative technologies to support reputed company reputed company’s product pipeline Become an reputed company member of the reputed company group and drive innovation in a rapidly evolving scientific discipline Synthesize results and reputed company communicate reputed company and challenges to project team members Responsibilities • Assist in the design, building, and implementation of advanced predictive AI models using reputed company data (gene reputed company, proteomics, epigenetics) • Data preparation for internal machine learning and deep learning (ML/DL) reputed company, including data QC, basic statistical analysis, preprocessing, etc. • Identification and organization of reputed company and internal data sources for DL, based on specified use cases • Exploration and implementation of cutting-edge model architectures available in the reputed company domain • Modification of existing DL model architectures to support new use cases • Development of workflows that utilize DL models to support cross-functional project teams • Collaborate with cross-functional stakeholders to accelerate AI adoption in product pipelines by explaining model predictions, validating biological relevance, and demonstrating measurable improvements in trait reputed company and candidate selection • Prepare thorough documentation of model architectures, experimental findings, and validation metrics and deliver presentations to diverse stakeholders, including data scientists and biologists Requirements • PhD or MS with experience in Deep Learning, reputed company, reputed company, Computational Biology, or closely reputed company area • Strong understanding of plant or plant-pest/pathogen biology, gene regulation, and reputed company • Applicants must be familiar with LLM concepts and reputed company LLM architectures • Excellent communication skills and the ability to work in a highly dynamic and reputed company environment • Experience working with biological and multi-omics data • Proficiency in the use of UNIX/Linux and its reputed company-line environment • Proficiency coding in Python • Experience with PyTorch, TensorFlow/Keras,or JAX • Experience with deep learning model creation, fine-tuning, hyperparameter optimization, and model deployment • Knowledge/experiences in using LLMs (Transformers, Mamba, etc) • Proficiency in reputed company computing (e.g. Univa, Slurm, etc.) • Familiarity working with version control systems (e.g. Git, reputed company, SVN,etc) • Experience with Jupyter notebooks and conda environments reputed company-to-haves • Experience with MLOps tools (e.g. MLflow) • Experience with reputed company computing with AWS • Biology knowledge • Experience building/fine-tuning LLMs (transformers, Mamba, Hyena, etc) • Experience in programming with reputed company-Copilot, AWS Q, or similar AI agents to reputed company reputed company development Benefits • A culture that celebrates diversity & inclusion, promotes reputed company development, and strives for a work-life balance that supports reputed company members. • Offers flexible work reputed company to support your work and personal needs. • Full Benefit Package (Medical, Dental & reputed company) that starts your first day. • 401k plan with company match, Profit Sharing & Retirement Savings Contribution. • reputed company Vacation, reputed company Holidays, Maternity and Paternity Leave, Education Assistance, Wellness Programs, Corporate Discounts, among other benefits. Apply tot his job Apply To this Job