Embedded Perception Engineer -ML Road

BMW Techworks India

3 - 5 years

4 - 8 Lacs

bengaluru

Posted:6 days ago| Platform:

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Skills Required

performance tuning computer vision c++ analytical machine learning agile algorithm development data structures automotive python

Work Mode

Work from Office

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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