Power3 Solutions - Annapolis Junction, MD
posted about 2 months ago
Infinity Advanced Solutions is seeking a highly skilled Software Engineer (SWE) to join our Computer Network Knowledge (CNK) team, which is dedicated to providing cloud-based analytics solutions for federal and private customers in the intelligence and defense sectors. As a woman-owned, SBA certified, Economically Disadvantaged Small Business, we pride ourselves on our commitment to innovation and customer satisfaction in a fast-paced, ever-evolving industry. The ideal candidate will have extensive experience in large data set analysis, machine learning, and natural language processing, with a focus on developing and optimizing deep learning models. In this role, you will be responsible for analyzing and formatting large data sets for machine learning applications, performing natural language processing with an emphasis on entity extraction, and designing deep learning models. You will also optimize machine learning processes through feature selection, metrics analysis, and adjustments to architecture and hyperparameters. The position requires proficiency in Python and familiarity with essential data processing and machine learning libraries such as NumPy, Pandas, Scikit-learn, TensorFlow, and PyTorch. Experience with large language models (LLM) and Retrieval-Augmented Generation (RAG) is also crucial. Additionally, you will deploy models into larger systems and monitor their real-time performance, utilizing tools such as Docker, GitHub/GitLab, and Jira. The successful candidate will have between seven to fourteen years of experience in software engineering within similar programs and contracts, along with a Bachelor's degree in Computer Science or a related discipline. Alternatively, four years of additional SWE experience may substitute for the degree. A TS/SCI security clearance with polygraph is required for this position.