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Principal AI Scientist - Algorithm Developer

LeddarTech

LeddarTech

Software Engineering, Data Science
Montreal, QC, Canada
Posted on Thursday, June 27, 2024

LeddarTech, headquartered in Quebec City with R&D centers in Montreal and Tel Aviv, We specialize in AI-based low-level sensor fusion and perception software.

Our solutions enable the deployment of advanced driver assistance systems (ADAS), autonomous driving (AD) and parking applications. Utilizing advanced AI and computer vision algorithms, our automotive-grade software, LeddarVision™, generates precise 3D environmental models for improved decision making and navigation safety.

OUR MISSION

Deliver high-performance AI automotive software that enables the market to deploy ADAS features reducing the number of road accidents and making transportation more enjoyable and efficient.

YOUR MISSION

The Advanced Engineering group is researching the use of generative AI to enhance the realism of synthetic data used to train sensor fusion and perception networks, as well as to generate entirely new scenes. The group is also researching the use of large language models to assist with scenario generation and AI explainability challenges. These innovative efforts are not only aimed at increasing the cost-effectiveness, diversity, and reusability of training data but also at revolutionizing the way AI systems learn and interact with the world. By leading these advancements, the Advanced Engineering group is shaping the future of AI development and deployment.

Main Job Tasks, Duties, and Responsibilities

  • Conduct comprehensive literature surveys, proofs of concepts, and product-oriented algorithms research.
  • Design Python-level algorithm reference code for various applications.
  • Plan and design test metrics and evaluation methods to assess the performance of developed algorithms.
  • Propose innovative algorithms and simulation methods to enhance product capabilities.
  • Perform design reviews, ensuring the quality and efficiency of algorithmic solutions.
  • Share knowledge and insights within the team through collaborative discussions.
  • Contribute to the development, integration, and testing of the code base.
  • Collaborate with the team to deploy knowledge and technology throughout the company.
  • Attend relevant meetings necessary for the position.
  • Organize tasks and coordinate work with other LeddarTech groups.

The Ideal person for this job will have

  • PhD or MSc in Electrical Engineering, Computer Science, or Physics.
  • Expertise in robotic and machine learning algorithm development.
  • Proficiency in 3D sensors simulation.
  • Research experience in Neural Radiance Field.
  • Practical experience in DNN (Deep Neural Network) training.
  • Strong Python coding skills.
  • Proven experience in algorithm development and innovations in robotics, machine learning, and sensors simulation.
  • Relevant experience in research projects related to the applied sciences.
  • Previous experience in deploying algorithms to real-world applications.
  • Familiarity with Lidar technology and sensor fusion.
  • Experience with edge computing and optimization for resource-constrained environments.
  • Publications in renowned conferences and journals related to artificial intelligence and algorithms.

OUR VALUES

Customer - Our customers are at the foundation of our actions.

People - Our team's well-being and talent is our vector for growth.

Innovation - We innovate in all aspects of our business on our path to market leadership.

Courage - Our culture nurtures courage and empowerment.

LIFE AT LEDDARTECH

Flexibility: Many positions in the organization allow for flexible and hybrid work hours.

Global Collaborative Multi-Disciplinary Teams: As a lean organization, we foster an environment where everyone’s input matters. You will have the opportunity to influence our technology roadmap with your innovative ideas and contribute to our company's mission.

The Right Tools Provided: Regardless of your position, we will outfit you with all the tools you need to be successful.

Investment in Learning: Opportunities to attend seminars, trainings, and conferences to enhance your skills.

PERKS

  • Employee Assistance Program.
  • Free onsite parking.
  • Public transit accessibility.
  • Comprehensive compensation package including short term incentives and long term incentives.
  • Generous paid time off.

#Envision the Road Ahead!