
Vision Expert
2 days ago
Job Title:
\As a Vision Expert, you will be responsible for designing and deploying advanced algorithms in computer vision, image processing, and deep learning.
\Key Responsibilities:
\- \
- Algorithm Development: Design and optimize computer vision and deep learning algorithms for 3D applications.\
- Model Deployment: Setup end-to-end Deep Learning pipeline for data ingestion, preparation, model training, validation, and deployment on edge devices after optimization to meet customer requirements.\
- Research and Innovation: Prototype new solutions based on the latest advancements in AI, machine learning, and computer vision.\
- Cross-Functional Collaboration: Integrate algorithms into 3D rendering systems and work closely with the team to meet project goals. Collaborate with hardware engineers to fine-tune models for power, latency, and throughput constraints.\
- Documentation: Maintain code quality and document solutions for easy reference.\
- Qualifications:\
- \
- Experience: 3 or more years in computer vision, deep learning, and AI.\
- Education: Bachelor's or Master's in Computer Science, Data Science, Electrical Engineering, or related field.\
- Technical Skills:\
- \
- Proficiency in C, C++, OpenGL, Objective C, Swift, Python, PyTorch, TensorFlow, and OpenCV.\
- Understanding about depth and breadth of computer vision and deep learning algorithms.\
- Knowledge of algorithms and data structures relevant to computer vision.\
- Hands-on experience with NVIDIA platforms IGX, Jetson, or Xavier. (Experience with NVIDIA SDKs e.g., DeepStream, TensorRT, CUDA, TAO Toolkit)\
- Concepts of parallel architecture on GPU is an added advantage.\
- Knowledge in linear algebra, calculus, and statistics\
- Preferred: Knowledge of AR/VR, 3D vision, and AWS (SageMaker, Lambda, EC2, S3, RDS), CI/CD, Terraform, Docker, and Kubernetes\
- Why Join Us?\
- \
- Competitive salary and performance-based incentives.\
- Health insurance and wellness benefits.\
- A vibrant and collaborative work environment.\
- Opportunities for professional growth and skill development.\
- Exposure to innovative technologies and challenging projects.\
- Work-life balance.\
- Recognition and reward for outstanding performance.\
- Professional development opportunities.\
- Mentorship and support.\
- Fun and engaging company culture.\
- Challenging and diverse projects.\
- State-of-the-art technology and tools.\
- Autonomy and independence.\
- Collaborative and supportive team environment.\
- Flexible working hours and remote work options.\
- Access to cutting-edge technologies and research.\
- Professional networking opportunities.\
- Community involvement and volunteer opportunities.\
- On-site fitness center and gym.\
- Free meals and snacks.\
- Reimbursement for education and training.\
- Employee assistance program.\
- Retirement plan and matching contributions.\
- Wellness programs and workshops.\
- Disability insurance and paid time off.\
- Stock options and equity.\
- Relocation assistance.\
- Global business travel opportunities.\
- Language classes and cultural immersion programs.\
- Paid parental leave.\
- Adoption assistance.\
- Employee recognition and awards.\
- Annual bonuses and profit-sharing.\
- Business casual dress code.\
- Summer hours and flexible schedules.\
- Open office concept.\
- Walk-in kitchen and cafe area.\
- Beer tap and snack bar.\
- Secure parking and transportation.\
- Child care services and back-up child care.\
- College tuition reimbursement.\
- Disaster relief fund.\
- Family medical leave.\
- Financial counseling and planning.\
- Generous vacation time and sick days.\
- Home office setup and equipment allowance.\
- International travel opportunities.\
- Life insurance and accidental death benefit.\
- Long-term disability insurance.\
- Medical and dental coverage.\
- Parental leave policy.\
- Pension plan and retirement savings.\
- Personal days and holidays.\
- Pet-friendly work environment.\
- Private parking and security.\
- Professional certifications and training.\
- Quarterly bonus and performance-based raises.\
- Rapid career advancement opportunities.\
- Seasonal decorations and celebrations.\
- Snack budget and meal stipend.\
- Social events and company outings.\
- Student loan forgiveness and repayment.\
- Team-building activities and corporate social responsibility initiatives.\
- Vehicle lease or purchase program.\
- Volunteer time-off policy.\
- Wellness programs and mental health resources.\
- Women's organization and network.\
- Workers' compensation and group life insurance.\
- Year-end bonuses and profit-sharing.\
- Young professionals' group and mentorship program.\
- Zero-interest loan programs.\
- Zero-deductible medical and dental insurance.\
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