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- Computer Vision Engineer
2 weeks ago
Responsibilities
- Develop computer vision solutions with high-quality, robust, and scalable algorithms and models.
- Collaborate with cross-functional teams to coordinate project activities, manage timelines, and ensure milestones are met.
- Manage the training, evaluation, and fine-tuning of advanced deep learning models for tasks such as object detection, classification, object tracking, and work with models like CLIP and VLM.
- Dockerize applications and work effectively with Git and CI/CD workflows to support smooth development, integration, and deployment.
- Troubleshoot and resolve issues and bugs, while identifying opportunities to improve existing solutions for better scalability and :
- Experience in Python programming, with proficiency in Git and Docker containerization.
- Experience contributing to the development of computer vision systems for surveillance applications,
including violation detection, compliance monitoring, and analytics.
- Familiarity with object detection techniques such as YOLO, DETR, RCNN, and classification algorithms.
- Experience with model conversion tools like ONNX, TensorRT engine, and OpenVINO, including precision optimization and quantization techniques (FP16, INT8).
- Experience with deep learning and vision frameworks such as PyTorch, TensorFlow, OpenCV, and Pillow, building systems optimized for CPU and GPU.
- Ability to implement high-throughput, low-latency inference using tools such as TensorRT, DeepStream, custom CUDA kernels, and Triton Inference Server.
- Good problem-solving skills and eagerness to learn new technologies and techniques.
- Ability to collaborate effectively within a team and communicate technical concepts to Have :
- Experience with fine-tuning vision-language models (VLM).
- Knowledge of advanced model quantization techniques beyond FP16 and INT8.
- Familiarity with cloud platforms and deployment tools.
- Understanding of data annotation and augmentation strategies for CV tasks.
- Exposure to real-time video processing and multi-camera We Work :
- We use Microsoft Teams for daily communication, conduct daily standups, and team meetings over Teams.
- We value open discussion, ownership, and a founder mindset.
- We prioritize design, amazing UI/UX, documentation, to-do lists, and data-based decision-making.
- We encourage team bonding through bi-weekly town halls, destressing sessions with a certified healer, and fun company retreats twice a year.
- We offer a 100% remote workplace model, health insurance, top performers eligible for attractive equity options, mental health consultations, company-sponsored upskilling courses, growth hours, the chance to give back with 40 hours for community causes, and access to a financial advisor.
- Wobot is an Equal Opportunity Employer.
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