AI Engineer

Company: Raag Solutions
Location: Belmont
Posted on: May 20, 2025

Job Description:

Experience: 7 years
Software Development and Testing - (80%)
Software and Artificial Intelligence (AI) technologies & technical skills

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• Background in Deep Neural Network Learning, Computer Vision, and Machine Learning
  
• Strong programming skills with Python and frameworks such as TensorFlow/PyTorch, experience on on-premises compute and public clouds (e.g., AWS)
  
• Knowledge of generating features from sensor technology like camera, lidar, radar, GPS/D-GPS, and HD maps
  
• Experience with data gathering, data quality, system architecture, coding best practices
  
• Ability to take initiative to launch projects and develop ideas in an interdisciplinary environment
  
• Skills in extracting high-level logical structures from low-level, multi-dimensional data
  
• Experience with various Neural Networks such as Transformers, CNNs, RNNs, LSTMs, GNNs
  
• Familiarity with ML paradigms including supervised/unsupervised learning, reinforcement learning, self-supervised, and imitation learning, along with latest research trends
  
• Specification and documentation of interfaces between software modules
  
• Proficiency in programming languages/tools: Python, C++, LaTeX, Bash, CMake, Git, Linux, with knowledge of data structures, algorithms, machine learning, and mathematics
  
• Experience with open-source libraries: OpenCV, OpenGL, TensorRT, Open3D, CUDA, PCL
  
  Project Management & Leadership
  
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  • Experience managing multiple projects simultaneously
    
  • Task management including timelines, budgets, resource planning, risk management
    
  • Effective communication across diverse teams and time zones
    
    Specialized Skills - Desired
    
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    • Experience in algorithm development for Autonomous Driving, including Perception, Sensor Fusion, Motion Prediction, Path Planning, End-to-End Driving, Simulation, V2X
      
    • Knowledge of current state-of-the-art technologies such as Vision-Language Models, Neural Radiance Fields, Embodied AI, Deep Sensor Fusion, Generative AI
      
    • Experience with AI/ML compute optimization techniques: quantization, knowledge distillation, compilation, sparse computing
      
    • Programming concepts: data filters/pipelines, multi-threading, programming for various SoC types, real-time systems
      
    • Experience in regulated industries: automotive, aerospace, medical devices
      
    • Knowledge in compute architectures, sensor technologies, robotics, and full vehicle interrelationships within automotive systems
      
    • High engagement and self-initiative
      
    • Experience maintaining and enhancing ML modules for autonomous vehicles, focusing on industrialization of MaaS/TaaS to increase service availability
      
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Keywords: Raag Solutions, North Highlands , AI Engineer, Engineering , Belmont, California