Machine Learning Engineer
Gatik
This job is no longer accepting applications
See open jobs at Gatik.See open jobs similar to "Machine Learning Engineer" MaRS Discovery District.Who we are
Gatik, the leader in autonomous middle mile logistics, delivers goods safely and efficiently using its fleet of light & medium-duty trucks. The company focuses on short-haul, B2B logistics for Fortune 500 customers including Kroger, Walmart, Tyson Foods, Loblaw, Pitney Bowes, Georgia-Pacific, and KBX; enabling them to optimize their hub-and-spoke supply chain operations, enhance service levels and product flow across multiple locations while reducing labor costs and meeting an unprecedented expectation for faster deliveries. Gatik’s Class 3-7 autonomous box trucks are commercially deployed in multiple markets including Texas, Arkansas, and Ontario, Canada.
About the role
What you'll do
- Create and prepare datasets to ensure they are suitable for training ML models.
- Train machine learning models on large-scale datasets and evaluate their performance using appropriate metrics.
- Use cross-validation and other validation techniques to ensure model robustness and generalization
- Optimize machine learning algorithms for real-time performance and low-latency processing.
- Implement efficient computational methods to handle large volumes of sensor data.
- Conduct extensive testing in simulation environments to validate models across various scenarios.
- Implement online learning techniques to continuously improve models based on new data.
- Monitor deployed systems and update models to handle new scenarios and edge cases.
- Work closely with software developers, hardware engineers, and other stakeholders to ensure seamless integration of ML models.
- Ensure all systems comply with safety standards and regulatory requirements.
What we're looking for
- Bachelor’s, Master’s, or Ph.D. in Computer Science, Electrical Engineering, Robotics, or a related field.
- 5+ years of industry experience in machine learning, with a focus on perception and prediction systems for autonomous vehicles.
- Strong programming skills in Python and proficiency in ML libraries and frameworks (e.g., TensorFlow, PyTorch).
- Extensive experience with sensor data processing and sensor fusion techniques.
- Proven track record of developing and deploying ML models in production environments.
- Deep understanding of algorithms for object detection, recognition, and behavior prediction.
- Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment.
- Strong communication skills and the ability to present complex technical concepts to diverse audiences.
Bonus
- Experience with autonomous vehicle platforms and simulation tools.
- Knowledge of C++ and real-time systems development.
- Publications or patents in relevant fields of machine learning and autonomous driving.
More about Gatik
- Gatik AI Website
- Tyson Foods Takes First Taste Of Autonomous With Gatik
- Forbes Cover featuring Gautam Narang 2023
- The 10 most innovative companies in transportation of 2023
- Gatik and Kroger multi-year commercial collaboration
- America’s Best Startup Employers of 2023 by Forbes
- America’s Best Startup Employers of 2022 by Forbes
- Gatik been named as a 2023 FreightTech 25 winner!
- Gatik named a TIME Best Invention of 2022
- Apeksha Kumavat recognized on the Inc. 2022 Female Founders 100 List
This job is no longer accepting applications
See open jobs at Gatik.See open jobs similar to "Machine Learning Engineer" MaRS Discovery District.