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Computer Vision Engineer Advanced Development & Planning

AVA Consulting

  • Mountain View, CA
  • 30+ days ago

    Highlights

    The role focuses on rapidly evaluating, implementing, and deploying state-of-the-art computer vision and AI technologies on vehicle-grade edge computing platforms, bridging cutting-edge research and real-world intelligent mobility systems. Design and implement computer vision algorithms for object detection, tracking, semantic/instance segmentation, 3D scene understanding, visual localization, mapping, driver and occupant monitoring, and behavior recognition.

    Numbers & Facts

    LocationMountain View, CA
    IndustryOther/Not Classified
    Company Size100 to 499 employees
    Year Founded1998
    Websitehttp://www.avaconsulting.com

    Description

    JOB ID: TYARD1500815

    Job Title: Computer Vision Engineer Advanced Development & Planning
    Location: Mountain View, CA 94043
    Duration: 12 Months

    Company Background:
    Our client, a major employer in the area, is looking for a Computer Vision Engineer Advanced Development & Planning to be part of its team in its North American operations.

    Position Summary
    Develop proof-of-concept (POC) computer vision systems for intelligent mobility and in-vehicle applications. The role focuses on rapidly evaluating, implementing, and deploying state-of-the-art computer vision and AI technologies on vehicle-grade edge computing platforms, bridging cutting-edge research and real-world intelligent mobility systems.

    Responsibilities
    • Develop proof-of-concept systems using state-of-the-art AI and computer vision technologies.
    • Design and implement computer vision algorithms for object detection, tracking, semantic/instance segmentation, 3D scene understanding, visual localization, mapping, driver and occupant monitoring, and behavior recognition.
    • Build solutions using modern AI approaches including Vision Transformers (ViT), Vision-Language Models (VLMs), Multimodal AI, Foundation Models, Self-Supervised Learning, and Generative AI.
    • Evaluate and adapt the latest research papers and open-source models to automotive and intelligent mobility applications.
    • Integrate camera, vehicle, and sensor data to create innovative AI-driven applications.
    • Develop and integrate AI software on embedded and edge computing platforms for in-vehicle applications.
    • Design real-time perception systems operating under vehicle constraints including compute, memory, latency, power consumption, and robustness.
    • Optimize AI models for deployment on automotive SoCs, GPUs, and AI accelerators.
    • Prototype and evaluate end-to-end systems on vehicle platforms, embedded devices, and research vehicles.
    • Develop software for deployment and demonstration in vehicle-based proof-of-concept platforms.
    • Evaluate tradeoffs among accuracy, latency, memory footprint, and operational robustness.
    • Collaborate with researchers, software engineers, and system engineers to realize innovative concepts and demonstrations.
    • Stay up to date with emerging trends in computer vision, multimodal AI, edge AI, and intelligent mobility systems.

    Requirements:
    Qualifications

    Required Qualifications
    • Master's degree or higher in Computer Science, Electrical Engineering, Robotics, Artificial Intelligence, or a related field.
    • Strong background in Computer Vision and Machine Learning.
    • Hands-on experience with PyTorch, TensorFlow, OpenCV, or similar frameworks.
    • Experience implementing and training deep learning models including CNNs, Transformers, Vision Transformers (ViT), Vision-Language Models (VLMs), and multimodal architectures.
    • Strong programming skills in Python and C++.
    • Experience reading, reproducing, and extending recent AI/CV research publications.
    • Familiarity with Linux development environments.
    • Excellent verbal and written communication skills.

    Preferred Qualifications
    • Experience with Foundation Models, Large Vision Models, and Multimodal AI systems.
    • Experience with CLIP, SAM (Segment Anything), DINOv2, BEV-based perception models, or similar state-of-the-art vision technologies.
    • Experience with Generative AI and synthetic data generation.
    • Experience developing software on embedded Linux systems.
    • Experience with CUDA, TensorRT, ONNX Runtime, OpenVINO, or comparable inference optimization frameworks.
    • Experience optimizing and deploying AI models on edge devices and automotive computing platforms.
    • Experience with NVIDIA Jetson, NVIDIA DRIVE, Qualcomm Snapdragon Ride, or similar embedded AI platforms.
    • Experience with ROS/ROS2, sensor fusion, or robotic/automotive systems.
    • Experience in automotive, robotics, autonomous systems, or intelligent transportation systems.
    • Publications in leading AI, robotics, or computer vision conferences are a plus.

    About Company

    AVA Consulting provides the Best Talent to our clients.  Our differentiators include: Strong Management team: helping to improve efficiencies. Deep Expertise: truly professional in their approach/delivery. Proven Track Record: worked with organizations of all sizes. Superior Execution: effective processes and well-trained staff. Long term Fulfilling Partnerships: is what we strive for Programs that fit your needs: with a total flexible approach.

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