Solution Architect Deep Learning Engineer – CV&ML (IRC169438)

GlobalLogic is inviting an experienced Solution Architect Deep Learning Engineer – CV&ML to join our engineering team.

GL has been developing standalone telematics solutions for vehicle connectivity, letting car drivers enjoy the newest automotive features, innovative safety navigation, and entertainment services. Multiple teams work for a well-recognized world-class customer for 6 years now. Here we are starting a new corporation for the Computer Vision and machine learning department.

Requirements:

We are looking for a skilled Deep Learning architect for the following project types. 

• VRU classification
• Road, parking slot classification
• Vehicle classification
• Object Detection
• Trailer Detection
• Traffic Signs/Lights
• Lane detection
• ISP tuning
• Localization
• multitask learning
• transformers
• Optimizing DL models with Tensor RT: Lane detection, Road Signs recognition.
• Segmentation of drivable area and path planning based on common car steering models, eg. the Ackermann model.

 Required Skills:

• Strong C++, Python, and C programming skills for clean, well-documented, and robust code
• Excellent English language communication skills, both written and verbal.
• Experienced with version control software, code review, and bug tracking systems.

Preferences:

• OpenCV, 
• Python, 
• Tensorflow, 
• Keras, 
• PyTorch

Responsibilities:

• Perform state-of-the-art research into deep learning
• Work with data engineers to ensure optimal data acquisition, data integrity, and data pipelines
• Design, develop, train, and optimize Deep Neural Networks for embedded platforms.
• Perform statistical analysis
• Contribute to design reviews with colleagues

We offer:

• Interesting and challenging work in a large and dynamically developing company

• Exciting projects involving the newest technologies

• Professional development opportunities

• Excellent compensation and benefits package