At Syngenta, we believe every employee has a role to play in safely feeding the world and taking care of our planet. To support that challenge, Syngenta's Bioinformatics Team is seeking an AI Scientist, located in Durham, North Carolina. This role will support senior scientists to train, modify, and apply deep learning models and will join cross-functional research teams to deliver the next generation of predictive and prescriptive technologies to support the product pipeline.The AI Scientist will become an active member of the Bioinformatics Group and drive innovation in a rapidly evolving scientific discipline.Accountabilities:Synthesize results and clearly communicate progress and challenges to project team members.Data preparation for internal ML/DL projects, including data QC, basic statistical analysis, preprocessing, etc.Identification of public data sources for DL based on identified use cases.Exploration and internal implementation of new model architectures available in the public 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.Evaluation of model performance with new data.Presentation of results to relevant parties.
