Embedded Perception Engineer -ML Road

3 - 5 years

4 - 8 Lacs

Posted:6 days ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

What awaits you

You ll work in an international, interdisciplinary environment with an agile mindset. Our campus provides the cloud infrastructure and embedded hardware platforms needed to process large-scale sensor data and deploy high-performance software for the automobile of the future.

What should you bring along

  • Strong programming skills in

    C++

    and

    Python

    , with a solid grasp of data structures and algorithms.
  • Experience in

    deployment strategies

    for embedded systems, including model optimization, quantization, and runtime performance tuning.
  • Hands-on experience with

    machine learning frameworks

    such as

    TensorFlow

    ,

    PyTorch

    ,

    ONNX

    , or

    Keras

    .
  • Solid foundation in

    computer vision

    ,

    machine learning

    , and

    deep learning

    principles.
  • Practical experience in implementing models for:
    • Image classification
    • Object detection
    • Semantic segmentation
    • Monocular depth estimation
    • Multi-task and multi-modal neural networks
  • Familiarity with

    CI/CD pipelines

    and testing strategies for ML models.
  • Excellent communication skills in English, with strong analytical and logical thinking.

Optional / A Plus:

  • Experience with

    AWS

    or other cloud platforms.
  • Knowledge of

    OpenCL

    ,

    CUDA

    , and custom kernel development.
  • Exposure to

    3D reconstruction

    and

    scene understanding

    (e. g. , Neural Radiance Fields, Gaussian Splatting).
  • Experience in

    sensor fusion

    and algorithm development using data from

    cameras

    ,

    RADAR

    , and

    LiDAR

    .
  • Understanding of

    real-time constraints

    and optimization for embedded automotive platforms.

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