Senior Computer Vision Software Engineer for Self-Driving Cars - Cluj-Napoca

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Senior Computer Vision Software Engineer for Self-Driving Cars
Cluj-Napoca
Cluj-Napoca, Cluj County, Romania

Job Description

We are currently looking for a Senior Computer Vision Software Engineer for Self-Driving Cars to work within our team.

We are a team of engineers that harness the power of artificial intelligence,
- based perception and deep learning to create industry leading automated driving technologies. We develop
-
-
- art computer vision algorithms, art neural networks based on video sensors with the focus on traffic/driving/parking scenes understanding. Our activities cover a broad set of computer vision algorithmic methods and entire
- driven development loop ranging from data selection and filtering to creating models for various vision tasks and to optimizing & deploying them on embedded automotive hardware, for
- driving / automated driving cars. Our applications cover various mobile platforms (vehicles, motorcycles, etc. ), enabling automatic lateral and longitudinal control of the vehicles as well as
- definition maps creation.

In your role you will:

Develop computer vision based environment perception algorithms for assisted and automated driving systems;

Design, develop and optimize algorithms and software for single and for
- camera video systems using a variety of
-
- the art methods (deep learning, structure from motion, optical flow, 3D reconstruction, clustering, segmentation, objects tracking, visual odometry, numerical optimization techniques, projective geometry);

Create, adapt and train deep learning models that detect / classify / segment objects of interest in the context of automated driving, such as, but not limited to: vehicles of all types, pedestrians, road infrastructure elements, traffic lights, signs,
- space etc;

Be responsible for the
- engineering related activities such as data filtering and automatic search, doing statistics, defining labeling guidelines, preparing the data requirements for each model etc;

Be responsible for optimizing and deploying trained deep learning models and 3D perception algorithms to dedicated hardware devices;

Evaluate and validate the performance of the models based on ground truth and reference sensors data, and will experiment ways to improve scenarios with undesired behavior;

Evaluate and tune the algorithmic performance on large
- sets for reaching
- ready systems performance;

Occasionally develop offline algorithmic methods for reference sensors data processing ( Li
DAR) and visualization software ( 3D visualization);

Technology Stack:

Python, C/C++

Tensorflow, Keras, Pytorch

Parallel computing frameworks (NEON, DSPs, Open
CL, CUDA, …)

Horovod, Microsoft Azure

Linux

GIT, Jira, Bitbucket, Docker

Jenkins, CMake or equivalents

Qualifications

You have at least 5 years of experience in the computer vision field.

You have a university degree in computer science, automation, electronics and telecommunications, informatics, mathematics or comparable;

You have a thorough understanding of computer vision / deep learning / machine learning (, building blocks, mathematics, and intuition behind), algorithms, data structures and software design.

You have an extensive experience with Python, object oriented programming and with deep learning training frameworks (Tensor
Flow, Py
Torch, etc. );

You enjoy working on both research & development related activities;

You are motivated and committed to get involved, learn and contribute to the development of
- edge technologies in collaboration with a global network of experts;

You have good communication, strong analytical skills, you are team oriented, have initiative, perseverance, and attention to details;

You are
- organized and able to estimate, prioritize and schedule own tasks

You are result and quality oriented;

Additional Information

#Like
ABosch Benefits:

Your
- life balance is valuable to us, so we offer you:

25 Days of annual leave , because
- life balance is essential to us;

Flexible working hours , but if you want to work from somewhere else, feel free, our Home Office program helps you do that.

Your health and
- being is important to us, so we have you covered:

Medical subscription;

Accident insurance;

Sport activities and
- being initiatives.

We believe in a Life-Long Learning approach, so you can take advantage of:

Technical and soft skills trainings;

Access to
- learning platforms;

Local and Global career development programs;

Opportunity to attend conferences;

Bookster subscription.

You will be part of a product company. You will contribute to developing
-
- end products that are delivered to Global OEMs.

On top of these, we are offering:

A monthly budget which can be used for several different services on an online benefit platform;

Annual bonus;

Lunch discounts.

Ready to work #Like
ABosch ?

We live by our values, have an open feedback culture and there is plenty of room for innovative ideas. All because a team is only as valuable as its members.

Detalii privind locul de muncă:

Firma:	Bosch
Localiția:	Cluj-Napoca Cluj-Napoca, Cluj County, Romania
Adăugat:	17. 7. 2024 Postul de muncă activ

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Senior Computer Vision Software Engineer for Self-Driving Cars Cluj-Napoca