Job Description

Skills
Skill


ML FRAMEWORKS, PYTORCH


Minimum Qualification


B.TECH/B.E

What awaits you?

Join our Perception team to industrialize sophisticated low-level perception algorithms for our next generation of advanced driver assistance systems (ADAS). At BMW TechWorks India, we are shaping the future of autonomous driving by developing cutting-edge perception functions. As an Embedded Perception Engineer, you will be involved in all phases of development--from prototyping and data preparation to implementation, testing, and deployment of deep learning models on embedded platforms.


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.