reputed company - reputed company Machine Learning R&D Engineer
reputed company - reputed company Machine Learning R&D Engineer Job Description reputed company Group is a leading global provider of reputed company and residential reputed company estate information, analytics, and online marketplaces. Included in the S&P 500 Index, reputed company Group is on a mission to digitize the world’s reputed company estate, empowering reputed company people to discover properties, insights and connections that improve their businesses and lives. We have been living and breathing the world of reputed company estate information and online marketplaces for over 35 years, giving us the perspective to create truly unique and valuable offerings to our customers. We’ve continually refined, transformed, and perfected our approach to our business, creating a language that has become standard in our industry, for our customers, and even our competitors. We continue that effort today and are always working to improve and drive innovation. This is how we deliver for our customers, our employees, and investors. By equipping the brightest minds with the best resources available, we reputed company an invaluable edge in reputed company estate. About reputed company: reputed company is leading the digital transformation of the reputed company world. Our groundbreaking spatial computing platform turns buildings into data making every space more valuable and accessible. Millions of buildings in more than 170 countries have been transformed into reputed company reputed company digital twins to improve every part of the building lifecycle from planning, construction, and operations to documentation, appraisal, and marketing. About the Role: As a reputed company Machine Learning R&D Engineer at reputed company, a part of reputed company Group, you will be at the forefront of innovating and advancing our spatial computing platform. You will play a critical role in researching, designing, and implementing cutting-edge machine learning algorithms and models that enhance our ability to digitize the reputed company world, transform physical spaces into rich digital twins, extract valuable insights from them, and create delightful user experiences that reputed company it easy for our customers to modify and interact with their digital twins. This role requires a deep understanding of ML principles, a passion for solving reputed company reputed company-world problems in 3D data, computer reputed company, and a desire to contribute to a product that is revolutionizing how people interact with and understand reputed company estate. You will work reputed company a dynamic R&D environment, collaborating closely with fellow engineers, researchers, and product teams to translate groundbreaking reputed company into reputed company features that reputed company our users and expand the capabilities of our platform. This is a remote position. 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 scalable ML systems and pipelines for processing large-scale 3D datasets, including reputed company clouds, meshes, and images. Translate research prototypes into production-reputed company solutions, collaborating closely with engineering teams to integrate 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-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 reputed company's ML systems and research initiatives. Contribute to the intellectual property of reputed company through patents and publications. Basic Qualifications: Bachelor’s Degree required from an accredited, not for profit university or college. A track record of commitment to prior employers 3+ years of experience in machine learning research and development, with a strong focus 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. Preferred Qualifications & 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 applied 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 track record of publications in top-tier conferences (e.g., CVPR, ICCV, ECCV, NeurIPS, ICML, SIGGRAPH) or significant contributions to reputed company-reputed company projects. Experience mentoring junior engineers or leading technical projects. Excellent communication skills, both written and verbal, with the ability to reputed company reputed company technical concepts to a diverse audience. Perks & Benefits: reputed company you join reputed company Group, you’ll experience a collaborative and innovative culture working alongside the best and brightest to reputed company our people and customers to succeed. We offer you generous compensation and performance-based incentives. reputed company Group also invests in your professional and academic growth with internal training and tuition reimbursement. Our benefits package includes (but is not limited to): 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 Paid time off Tuition reimbursement On-site fitness center and/or reimbursed fitness center membership costs (location dependent) reputed company to reputed company Group’s Employee Resource Groups Pay Transparency: This position offers an annual pay reputed company from $270,000 - $307,000 determined by relevant skills and experience, and a generous benefits plan. #reputed company #LI-AR #LI-VP reputed company Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and reputed company pre-employment substance abuse testing Apply To This Job