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YO IT Consulting Linkedin · Posted 1mo ago

Senior Developer – AI/ML Autonomous Driving & Navigation

Melbourne, Victoria, Australia

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Indexed description

Role : Senior Developer - AI/ML Autonomous Driving & Navigation

Domain : Electronics and Electrical

Location : Melbourne, Florida, USA

Experience: 7-20 Years

Salary : USD 145000 - USD 165000

Must Have

  • Bachelor's degree in Computer Science, Computer Engineering, Electrical Engineering, Robotics, Aerospace Engineering, or related field.
  • 7+ years of software development experience with significant work in AI/ML, robotics, autonomous systems, or navigation.
  • Strong programming skills in C++.
  • Knowledge of AI/LLM training and deployment.
  • Strong understanding of one or more of the following areas:
  • Sensor fusion
  • SLAM/localization/mapping
  • Path planning/trajectory generation
  • Computer vision
  • Object tracking
  • Reinforcement learning or behavior planning

About The Position: The ideal candidate brings strong experience in AI/ML-based autonomy, robotics software, and maritime navigation systems — including COLREGs implementation and Contact Avoidance Behaviors — with the ability to move from algorithm design through deployment on embedded or real-time platforms. You will work across perception, controls, systems, simulation, and platform engineering teams to deliver robust, production-quality autonomous capability.

Key Responsibilities

  • Design and develop software for autonomous navigation, including localization, mapping, perception, path planning, obstacle avoidance, and motion

decision logic.

  • Build and optimize AI/ML models for object detection, classification, tracking, scene understanding, and behavior prediction.
  • Develop and integrate sensor fusion solutions using data from cameras, LiDAR, radar, GPS, IMU, and other onboard sensors.
  • Implement navigation and autonomy algorithms for structured and unstructured environments.
  • Collaborate with systems, controls, and platform teams to integrate autonomy functions into vehicle software architecture.
  • Develop software in C++ for real-time or near-real-time autonomy applications.
  • Create simulation and test pipelines for model training, algorithm validation, and system verification.
  • Support field testing, debug performance issues, and refine autonomy behavior based on real-world results.
  • Improve software reliability, safety, performance, and maintainability using sound engineering practices.
  • Contribute to requirements definition, technical planning, architecture reviews, and code reviews.
  • Mentor junior engineers and provide technical leadership in AI/ML and autonomy development.
  • Support transition from prototype algorithms to production-ready implementations.

Preferred Qualifications

  • Strong Python coding skills.
  • Master's or Ph.D. in a relevant field.
  • Experience with autonomous driving, ADAS, mobile robotics, marine autonomy, UAV autonomy, or other safety-critical autonomous platforms.
  • Experience deploying AI/ML models to embedded, edge, or GPU-accelerated systems.
  • Knowledge of real-time operating systems or safety-critical software development.
  • Experience with Kalman filters, probabilistic estimation, occupancy grids, route planning, and mission planning.
  • Experience with synthetic data, digital twins, or simulation environments (CARLA, Gazebo, AirSim, or similar).
  • Familiarity with safety, verification, and validation standards or processes.
  • Experience leading small technical teams or owning major autonomy subsystems.

Technical Skills

  • Languages: C++, Python
  • Frameworks/Libraries: PyTorch, TensorFlow, OpenCV, ROS/ROS2
  • Core Concepts: Machine Learning, Deep Learning, Sensor Fusion, SLAM, Path Planning, Computer Vision, Navigation, Localization
  • Tools: Linux, Git, Docker, CI/CD, simulation and test frameworks.
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