Springfield, VA, 22151, USA
2 days ago
Spectral Algorithm Developer
Spectral Algorithm Developer Location: Springfield, VA, US Job ID: ATR 17303 Job Description Title: Spectral Algorithm Developer Location: Springfield, VA Eligibility/Clearance: This position requires an active TS/SCI clearance Job Description: About the Role: We are seeking a highly skilled Spectral Algorithm Developer (Senior or SME level) to lead scientific research, algorithm development, and implementation efforts focused on material identification using infrared (IR) spectral data. This role requires a senior-level professional with expertise in developing methodologies and algorithms for analyzing spectral signatures and predicting material characteristics. In this position, you will conduct research, develop proof-of-concept algorithms, and implement a full processing chain to match sensor data with a ground-truth database of material signal measurements. Your work will play a critical role in advancing the accuracy and efficiency of material identification processes, leveraging cutting-edge technologies and analytical methods. Key Responsibilities: - Perform scientific research and proof-of-concept algorithm development for identifying materials based on IR spectral signatures. - Develop and implement Python-based spectral exploitation methodologies and algorithms. - Analyze the information content of spectral data across various resolutions (e.g., total intensity, multi-spectral, hyperspectral). - Conduct literature reviews and trade studies on the effects of material coatings and substrates on emissions of materials. - Design, test, and validate spectral algorithms to predict candidate material coating/substrate combinations. - Develop end-to-end processing chains that apply the developed methodologies to real-world sensor data. - Document methodologies, findings, and technical details in comprehensive reports and presentations. - Collaborate with cross-functional teams to integrate solutions into larger systems. Qualifications: - Education: Bachelor’s degree (B.A./B.S.) in a STEM field (Physics, Engineering, Computer Science, etc.). - Experience: 10+ years of relevant experience in spectral data analysis, algorithm development, or related fields. - Active TS/SCI clearance with CI polygraph. - Experience with multi-spectral and hyperspectral imaging techniques Required Skills: - Proficiency in Python programming for algorithm development and data analysis. - Proficiency in scientific computing libraries (e.g., NumPy, SciPy, Pandas, Matplotlib). - Expertise in IR spectroscopy and spectral signature analysis. - Experience designing and implementing processing chains for scientific or technical applications. - Strong analytical and problem-solving skills, with attention to detail. - Excellent technical writing and verbal communication skills. Desired (Bonus) Skills: - Experience with Hierarchical Data Format (HD5, HDF5, etc.) containing multidimensional arrays of scientific data. - Experience with MatLab - Knowledge of material coatings, substrates, and their effects on spectral emissions. - Experience working with large datasets and ground-truth databases. - Background in software development best practices, including testing and validation. - Experience working in an R&D environment Why Join Us? This is an exciting opportunity to be at the forefront of innovation in spectral data analysis and algorithm development. By joining our team, you will work on impactful, cutting-edge projects that challenge the limits of scientific and technological exploration. If you thrive on solving complex problems and delivering innovative solutions, we want to hear from you! 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