Lead Machine Learning R&D Engineer
New
M
MatterportReal Estate Technology
United StatesFull-TimeLead
Salary270,000 - 307,000 USD per year
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Job Details
- Experience
- 3+ years of experience in machine learning research and development
- Required Skills
- PythonMachine LearningNumpyPyTorchPandasDeep LearningComputer Vision
Requirements
- Bachelor’s Degree required from an accredited, not for profit university or college.
- 3+ years of experience in machine learning research and development, with a strong focus on computer vision, 3D data processing, or related areas.
- Proficiency in Pytorch and strong programming skills in Python.
- Solid understanding of machine learning fundamentals, including deep learning architectures (e.g., CNNs, Transformers), optimization techniques, and evaluation methodologies.
- Experience with data manipulation and analysis libraries (e.g., NumPy, Pandas).
- Demonstrated ability to conduct independent research, propose novel solutions, and implement them effectively.
- Excellent problem-solving skills and the ability to work with complex, real-world datasets.
- Strong verbal and written communication skills.
- A track record of commitment to prior employers
Responsibilities
- Conduct cutting-edge research in machine learning, computer vision, and 3D data processing to develop novel algorithms and models for spatial understanding and digital twin creation.
- Design, implement, and optimize robust and scalable ML systems and pipelines for processing large-scale 3D datasets, including point clouds, meshes, and images.
- Translate research prototypes into production-ready solutions, collaborating closely with engineering teams to integrate ML models into Matterport's core platform.
- Evaluate and benchmark model performance, identify areas for improvement, and drive iterative enhancements to our ML capabilities.
- Stay up-to-date with the latest advancements in ML research and industry trends, and proactively identify opportunities to apply new techniques to Matterport's challenges.
- Collaborate with cross-functional teams including product managers, software engineers, and other researchers to define project requirements, explore technical feasibility, and deliver high-impact features.
- Present research findings and technical solutions to internal teams and potentially the broader ML community.
- Contribute to the architectural design and strategic roadmap of Matterport's ML systems and research initiatives.
- Contribute to the intellectual property of Matterport through patents and publications.
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