Research Scientist

Radiance Technologies; Beavercreek (OH); On-site; USD 110,000 - 160,000; Full time

Benefits offered by this job

Employee ownership

401K

Health insurance

Dental insurance

Life insurance

Vision insurance

Educational reimbursement

Job summary

Radiance Technologies in Beavercreek, OH seeks a Research Scientist to advance ML-based ATR techniques using SAR data. You will support RF sensor data analysis and develop ATR methods for targets, contributing to physics-based signature estimation within a cutting-edge research environment.

The role emphasizes collaboration, independent work, and strong communication, in an employee-owned company with robust benefits and ongoing opportunities in a dynamic defense-related research setting.

Qualifications

• Proficiency in Python, Matlab, or C/C++.
• Experience with RF signature, ATR, and ML for remote sensing.
• Ability to work independently and in a team.
• Strong oral and written communication skills.

Responsibilities

• Design and develop signal processing and ML techniques for SAR ATR challenges.
• Perform R&D on remotely sensed data including ATR and Near Real Time algorithms.
• Collaborate to deploy capabilities for prototype NRT systems.
• Provide input to analysis reports and briefings on algorithms and tools.

Skills

Python

Matlab

C/C++

RF signature understanding

ML/ATR fundamentals

Education

BS in Physics/Applied Math/Engineering

MS in Physics/Applied Mathematics/Engineering

Job description

Radiance is seeking Research Scientist who will continue advancement of Machine Learning (ML) based Automatic Target Recognition (ATR) techniques and algorithms utilizing Synthetic Aperture Radar (SAR) data. The candidate will support RF sensor data analysis functions through the development and improvement of techniques and procedures for the ATR of targets within data collected from sensors and modeling and simulation capabilities that support physics-based signature estimation.

Radiance Technologies is an employee-owned company with benefits that are unmatched by most companies in the Dayton OH area. Employee ownership, generous 401K, full health/dental/life/vision insurance benefits, interesting assignments, educational reimbursement, competitive salaries, and a pleasant work environment combine to make Radiance Technologies a great place to work and succeed.

Job Duties

• Design and develop signal processing and ML techniques to solve complex SAR ATR sensing challenges.
• Perform R&D on remotely sensed data to include ATR and development of Near Real Time (NRT) algorithms.
• Collaborate with teams to develop and deploy capabilities to prototype NRT systems.
• Provide input to analysis reports and briefings on algorithm enhancement and tool development.

Required Skills

• Proficiency in at least one of the following programming languages Python, Matlab, C/C++.
• Experience and understanding of RF signature, ATR, and ML phenomenologies specific to remote sensing applications.
• Ability to work independently and in a team environment.
• Strong oral and written communication skills.

Required Qualifications

• Active Secret Clearance
• BS in Physics, Applied Mathematics, Engineering, or related discipline.

Desired Qualifications

• Active Top Secret Clearance
• MS in Physics, Applied Mathematics, Engineering, or related discipline.
• Thorough understanding of working in an R&D and data analysis environment.
• Understanding of SAR image formation.
• Working knowledge of state of the art ML techniques for performing SAR ATR.

Radiance Technologies is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.