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Company

Motional · 21 hours ago

Senior/Principal Engineer - Perception & Prediction

Pittsburgh, PA

Full-time

Remote

Senior Level, Lead/Staff

$136K/yr - $266K/yr

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AutomotiveAutonomous Vehicles

Growth Opportunities

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Responsibilities

Prototype, evaluate, implement, and iterate on solutions

Familiar with state of the art solutions and systems for autonomous vehicles

Productionize and deploy solutions onto autonomous vehicle fleets

Collaborate with team members to achieve project goals and milestones

Define and influence the direction of the team, organization, and/or department.

Advise leaders on technology problems and solutions

Connect and drive business impact through technology solutions

Formulate problems, architect solutions, and design processes

Prototype, evaluate, implement, and iterate on solutions

Pioneer research into state of the art solutions and systems for autonomous vehicles

Productionize and deploy solutions onto autonomous vehicle fleets

Mentor and grow junior and experienced engineers and researchers

Help create and reinforce a culture of inclusion, innovation, and excellence

Strong track record of tackling less well-defined problems, and executing efficiently to deliver the successful outcome

Experience mentoring and collaborating with others

Effectiveness at leading and executing large, complex technical initiatives

Strong track record of tackling ambiguous problems, creating clarity from it, and driving it to successful outcomes

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningDeep LearningPythonPyTorchC++CUDANeural NetworksData AnalysisObject DetectionSemantic SegmentationVisual ClassificationMotion RecognitionSensor FusionMultitask LearningMotion PredictionMulti-object TrackingResearch PublicationsMentoring

Required

BA, Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience

In-depth understanding of common Machine Learning and Deep Learning algorithms

Experience designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, motion prediction, and/or multi-object tracking

Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods

Fluency in Python, including standard scientific computing libraries and Python bindings development experience

Experience with PyTorch or other deep learning frameworks

Experience working with large data sets and deriving insights from data

Strong track record of tackling less well-defined problems, and executing efficiently to deliver the successful outcome

Experience mentoring and collaborating with others

Effectiveness at leading and executing large, complex technical initiatives

Strong track record of tackling ambiguous problems, creating clarity from it, and driving it to successful outcomes