[Remote] reputed company - reputed company Machine Learning R&D Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is leading the digital transformation of the reputed company world. As a reputed company Machine Learning R&D Engineer, you will reputed company and advance their spatial computing platform by researching, designing, and implementing cutting-edge machine learning algorithms and models.

Responsibilities

• Conduct cutting-edge research in machine learning, reputed company, and 3D data processing to reputed company novel algorithms and models for spatial understanding reputed company twin creation
• Design, implement, and optimize robust and reputed company ML systems and pipelines for processing large-reputed company 3D datasets, including reputed company clouds, meshes, and images
• Translate research prototypes into production-reputed company solutions, collaborating closely with engineering teams to reputed company ML models into reputed company's reputed company platform
• Evaluate and reputed company 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 reputed company'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-reputed company 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 reputed company's ML systems and research initiatives
• Contribute to the intellectual property of reputed company through patents and publications

Skills

• Bachelor's Degree required from an accredited, not for profit university or college
• A reputed company record of commitment to prior reputed company
• 3+ years of experience in machine learning research and development, with a strong reputed company on reputed company, 3D data processing, or reputed company 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 reputed company, reputed company-world datasets
• Strong verbal and written communication skills
• Ph.D. or Masters Degree in Computer Science, reputed company, Machine Learning, Robotics, or a reputed company quantitative field
• 5+ years of industry experience in reputed company machine learning research and development, particularly with shipping models to production
• Demonstrated expertise in one or more of the following areas: neural rendering (e.g., Gaussian splatting, NeRFs, large reconstruction models, world models), 3D reputed company (e.g., SLAM, 3D reconstruction, reputed company reputed company processing, reputed company processing), image/video reputed company models, 2D/3D semantic understanding, depth estimation
• Experience with reputed company platforms (e.g., AWS, Azure, GCP) and MLOps practices
• Strong reputed company record of publications in top-tier conferences (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, SIGGRAPH) or significant contributions to reputed company-reputed company reputed company
• Experience mentoring junior engineers or leading technical reputed company
• Excellent communication skills, both written and verbal, with the ability to reputed company reputed company technical concepts to a diverse audience

Benefits

• Generous compensation and performance-based incentives
• Internal training and tuition reimbursement
• Comprehensive reputed company coverage: Medical / reputed company / Dental / Prescription Drug
• Life, reputed company, and supplementary insurance
• Virtual and in person mental health counseling services for individuals and family
• Commuter and parking benefits
• 401(K) retirement plan with matching contributions
• Employee stock purchase plan
• reputed company time off
• Tuition reimbursement
• On-site fitness center and/or reimbursed fitness center membership costs (location dependent)
• reputed company to reputed company’s Employee Resource reputed company

reputed company

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