[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, computer 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 core 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 computer 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, Computer 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 computer 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, legal, 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
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