AI/ML Software Engineer

Envision Technology, LLC is seeking an AI/ML Software Engineer to develop, adapt, and optimize image recognition capabilities for tactical use, with deployment targeted to embedded and edge hardware. The role emphasizes high-confidence computer vision performance that remains reliable in real-world operating conditions.

Responsibilities

• Assess, modify, and optimize existing image recognition algorithms, including object detection, semantic segmentation, and tracking approaches (such as YOLOv8, Mask R-CNN, and DeepSORT) for execution on embedded or edge computing platforms.
• Design and implement synthetic labeled training datasets to strengthen robustness across different environmental and operational conditions.
• Create synthetic imagery using physics-based modeling approaches, including illumination, material properties, sensor characteristics, and atmospheric effects, to better match actual optical sensor performance.
• Measure and validate model performance using quantitative evaluation methods such as precision, recall, confusion matrices, and confidence intervals to support deployment readiness.
• Partner with algorithm developers, hardware engineers, and system integrators to align AI performance with mission requirements and hardware constraints.
• Monitor emerging AI/ML methods and edge-deployment frameworks to improve efficiency and system capability.

Required Qualifications

• Bachelor’s degree in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or a related field.
• Proficiency with modern machine learning frameworks, including PyTorch, TensorFlow, and/or ONNX.
• Experience with computer vision libraries and tools such as OpenCV, NVIDIA TensorRT, and/or OpenVINO.
• Strong programming skills in Python and/or C++.
• Experience deploying models on embedded or edge hardware, including NVIDIA Jetson, Intel NUC, or AMD Ryzen Embedded.
• Ability to assess and refine algorithmic performance using quantitative evaluation techniques.

Technologies

• PyTorch, TensorFlow, ONNX
• OpenCV
• NVIDIA TensorRT, OpenVINO
• Python, C++
• NVIDIA Jetson, Intel NUC, AMD Ryzen Embedded
• YOLOv8, Mask R-CNN, DeepSORT

Desired Qualifications

• Master’s degree in a relevant discipline or 5+ years of applied AI/ML development experience focused on imaging, optical, or sensor-based systems.
• Background in optical physics, radiometry, or computer graphics-based image synthesis.
• Experience generating physics-based synthetic imagery using tools such as Blender, Unreal Engine, or custom rendering pipelines.
• Understanding of sensor modeling and the integration of physics-based parameters, such as MTF, SNR, contrast, and spectral response.
• Familiarity with MLOps tools for versioning, data curation, and training pipeline automation.

Benefits

• 401(k)
• Dental insurance
• Flexible spending account
• Health insurance
• Health savings account
• Life insurance
• Paid parental leave
• Paid time off
• Parental leave
• Tuition reimbursement
• Vision insurance

Additional Information

• Applicant must be a US Person.
• Candidates should have the aptitude and motivation to contribute proactively in a startup culture from day one and grow with the company.
• Brief travel within the US to customer locations may be required occasionally to support product testing or design reviews.

Job Details

• Job type: Full-time
• Work location: In person
• Location: Londonderry, NH (onsite)