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Senior/Staff Machine Learning Engineer, Planning
PlusAI, Inc.
- United States
- United States
Über
We're looking for a machine learning engineer to train and deploy the latest generation of ML-based planning algorithms on the extensive data we collect every day across our autonomous trucking fleet.
Responsibilities
Use complex map and perception sensor output to develop novel deep learning models for our planning stack. Design critical safety checks to ensure driving trajectories are feasible and follow rules of road. Ensure all model development keeps a real-time focus and operates efficiently in compute-constrained environments. Track and incorporate the latest multidisciplinary research advancements in a fast-moving field. Ensure that your work is performed in accordance with the company's Quality Management System (QMS) requirements and contribute to continuous improvement efforts. Ensure that technical work meets customer requirements, regulatory standards, and company quality policies. Required Skills
BS, MS, or PhD in Software, Robotics, or related field 4+ years of machine learning engineering experience for robotics applications Experience developing high-quality software from design and implementation to testing and deployment. Expertise with Python, willingness to do some C++ development as needed. Experience training with modern frameworks (e.g. PyTorch) A rigorous approach to model development: running well-designed experiments, defining suitable training and validation datasets, and evaluating on the right metrics. Hands-on familiarity with cloud data ingestion pipelines Strong communication and collaborative skills Salary Range
$130,000 - $220,000 a year
Our compensations (cash and equity) are determined based on the position, your location, qualifications, and experience.
Your opportunities joining PlusAI
Work, learn and grow in a highly future-oriented, innovative and dynamic field.
Wide range of opportunities for personal and professional development.
Catered free lunch, unlimited snacks and beverages.
Highly competitive salary and benefits package, including 401(k) plan.
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Sprachkenntnisse
- English
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