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About the Role
D3 Embedded is seeking a skilled Computer Vision and Deep Learning Engineer to develop and implement cutting-edge AI solutions. This role involves designing, training, and optimizing deep learning models for image and video analysis, object detection, and pattern recognition. The ideal candidate has experience with machine learning frameworks (PyTorch, TensorFlow), computer vision algorithms, and real-world deployment of AI models. This position requires strong problem-solving skills and collaboration with cross-functional teams to drive innovation and enhance product capabilities.
Responsibilities
- Research, develop, and integrate CV/AI solutions for perception problems such as object detection, instance segmentation, sensor fusion, and pose estimation.
- Translate product feature requirements to design specifications and devise high-level software architectures.
- Deploy real-time, optimized CV/AI solutions to embedded and edge platforms.
- Own the full life cycle of new products/solutions from proof of concept to integration.
- Collaborate with management and technical teams on product strategies.
- Lead and/or participate in all phases of the product development cycle including requirements definition, architecture, software design and development, implementation, integration, verification, validation, and customer support.
- Develop & identify tools / methods for better design reuse & process improvement.
- Lead design reviews and provide technical oversight.
- Mentor junior engineers.
- Other duties as assigned.
Requirements
- Master of Science or PhD in Computer Vision, Machine/Deep Learning, Computer Science, Computer/Electrical/Software Engineering, or a related field.
- 5 years of industry experience.
- Excellent problem solving & troubleshooting skills.
- Proficiency in Python and C++.
- Proficiency with OpenCV.
- Proficiency with PyTorch, TensorFlow, or related machine learning framework(s).
- Experience with fine-tuning and transfer learning AI models.
- Ability to design end-to-end processing pipelines for custom use cases.
- Self-Driven personality.
- Capable of a big picture, system-oriented approach.
- Solid technical leadership skills.
- Strong communication and interpersonal skills.
- Experience with autonomous/industrial robotic platforms and applications.
- Experience with embedded and edge processing platforms (Nvidia Jetson devices and TensorRT in particular).
- Experience with edge AI accelerators (integration, model conversions, deployment, profiling, etc.).
- Knowledge of intrinsic and extrinsic calibration procedures for multi-modal sensor systems.
- Experience with sensor fusion techniques (calibration, early, mid, late fusion, etc.).
- Knowledge of camera optics and computational geometry.
- Gstreamer experience.
- Robot Operating System (ROS) experience.
- Experience with version control systems such as GIT and DVC.
- Experience with GPU programming frameworks such as OpenCL and CUDA.
- Candidates must be eligible to work in the United States.
- D3 Embedded does not sponsor visas.
Skills
- Computer Vision
- Deep Learning
- AI Solutions
- Image Analysis
- Video Analysis
- Object Detection
- Pattern Recognition
- PyTorch
- TensorFlow
- Machine Learning Frameworks
- Computer Vision Algorithms
- AI Model Deployment
- Problem-Solving
- Cross-functional Collaboration
- Python
- C++
- OpenCV
- Transfer Learning
- End-to-end Processing Pipelines
- System-Oriented Approach
- Technical Leadership
- Communication
- Interpersonal Skills
- Autonomous Robotic Platforms
- Industrial Robotic Platforms
- Embedded Processing Platforms
- Edge Processing Platforms
- Nvidia Jetson
- TensorRT
- Edge AI Accelerators
- Sensor Fusion
- Camera Optics
- Computational Geometry
- Gstreamer
- Robot Operating System (ROS)
- GIT
- DVC
- OpenCL
- CUDA
Location
- Rochester, NY
Work Type
- Remote opportunities available
Experience Level
- Senior
- 5 years of industry experience
Education Level
- Master of Science or PhD in Computer Vision, Machine/Deep Learning, Computer Science, Computer/Electrical/Software Engineering, or a related field.
Salary/Compensations
- $120,600 - $174,800 annually
Benefits
- Competitive total compensation
- Medical and dental coverage
- Employer paid basic life, short-term disability, and identity theft coverage
- Voluntary vision, life, long-term disability, accident, critical illness coverage
- 401k retirement contribution
- Paid holidays, time-off, and sick time
- Tuition assistance and employer paid professional development
- Flexible work schedules
- Complimentary snacks and beverages
- Employer sponsored social events
About the Company
- Since our founding in 1999, D3 Embedded has driven innovation in high-performance embedded systems development.
- We leverage our expertise in autonomous machines, sensors, imaging, optics, edge computing, algorithms, robotics, and electrification to provide cutting-edge engineering design and low-volume manufacturing services.
- Headquartered in Rochester NY, we serve a global network of customers and are proudly connected with many technology leaders and Fortune 500 companies.
- We are interested in bright, creative, and team-oriented individuals exhilarated by the opportunity to transform the world through frontier technologies.
Equal Opportunity
- D3 Embedded is committed to fostering a diverse work environment and proud to be an Equal Opportunity Employer.
- We consider and hire applicants without regard to race, color, religion, age, national origin, ancestry, ethnicity, gender, gender identity, gender expression, sexual orientation, marital status, veteran status, disability, genetic information, citizenship status, or membership in any other group protected by federal, state or local law.
- D3 Embedded participates in E-Verify, a federal program that confirms employment eligibility upon hire.