External Senior Machine Learning/Data Science Research Engineer, Peraton Corporation, Silver Spring, MD
Peraton Corporation -
Silver Spring, MD,
US
External Senior Machine Learning/Data Science Research Engineer
Date Posted: 2024-06-21
Job description
Frame the problem, research current state-of-the-art ML solutions, and assess their suitability to the problem at hand. Leverage deep learning frameworks (e.g., Py. Torch, Tensorflow) to develop deep learning solutions, tailoring them to the application area. Develop extract-transform-load (ETL) pipelines to curate large-scale ML datasets. Leverage graph neural networks (GNN) to construct embedded/latent representations for downstream tasks. Train ML models using automated hyper-parameter tuning frameworks. Design data model to capture real-world phenomena using graph data structures in a space/computationally efficient design Qualifications Required Skills:Minimum of 8 years with BS/ BA; Minimum of 6 years with MS/ MA; Minimum of 3 years with PhD - Experience training conventional models from scratch (e.g., ordinary least squares (OLM), random forests, support vector machines (SVM), boosting methods, etc.)Personally trained a deep neural network (DNN): either trained a DNN from scratc...Research Engineer, Data Science, Machine Learning, Network Engineer, Research, External, Technology