Senior ML Perception Engineer -ML Road

BMW Techworks India

6 - 11 years

8 - 18 Lacs

pune bengaluru

Posted:1 day ago| Platform:

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Skills Required

adas computer vision ml perception opencv ml deployment sensor fusion python

Work Mode

Work from Office

Job Type

Full Time

Job Description

What awaits you?

Join our perception team to industrialize sophisticated low-level perception algorithms for our next generation of advanced driver assistance systems.
You use your expertise to participate actively in all development phases from prototyping, preparing the training data up to the implementation, testing and deployment of deep learning models.
In your daily work, you will find yourself in an international and interdisciplinary environment with an agile mindset.

What should you bring along?

Solid foundation in computer vision, advanced machine learning, and deep learning principles
Proficient experience with machine learning frameworks such as TensorFlow, Keras, PyTorch, or ONNX
Practical application skills in creating image classification, object detection, semantic segmentation, monocular depth estimation, multi-task, and multi-modal neural networks
Experience in testing ML models and CI/CD-based development pipeline

Optional/a plus:

Familiarity with developing applications using AWS
Programming experience in C++ and OpenCL
Experience in 3D reconstruction and 3D scene understanding (using Neural Radiance fields, Gaussian Splatting) or related fields
Experience in data processing and algorithm development on sensor data from cameras, RADAR, and LiDAR, and knowledge in sensor fusion technology
Proficiency in developing custom operations with CUDA

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