Planner5D - AI / Machine Learning Researcher
Requirements
• 4+ years of experience in AI/ML research or applied machine learning. • Strong background in mathematics and computer science, including statistics, optimization, linear algebra, and algorithms. • Solid understanding of machine learning and deep learning methods. • Experience working with real-world datasets, including data exploration, cleaning, feature extraction, and experimental validation. • Proficiency in Python and common scientific/ML libraries (NumPy, SciPy, Pandas, etc.). • Experience with deep learning frameworks such as TensorFlow or PyTorch. • Familiarity with computer vision or multimodal AI (images, video, 3D data such as point clouds and meshes). • Ability to independently formulate research hypotheses, design experiments, and evaluate results. • Strong analytical thinking and ability to solve complex problems with limited prior solutions. • Experience with 3D data processing (point clouds, meshes, spatial data). • Experience building or experimenting with AI agents or LLM-based systems. • Experience training and fine-tuning neural networks. • Interest in geometry, graph theory, or computational geometry.
Responsibilities
• Conduct applied research in AI/ML to solve real-world problems related to home design, 2D/3D data, and visual understanding. • Work with raw and unstructured data (images, 3D point clouds, text, video) to identify useful signals and formulate research directions. • Generate and test hypotheses through experiments, modeling, and data analysis. • Design and implement prototypes and MVP solutions, validating ideas before production implementation. • Train, evaluate, and iterate on machine learning and deep learning models. • Contribute to the development of AI-driven features, including computer vision systems and AI agents. • Collaborate with engineers to translate research prototypes into production-ready solutions. • Provide algorithm-level support for deployed models, improving and adapting them as new data or requirements emerge.
Benefits
• Great work environment that balances freedom and responsibility • Our team is made up of friendly and passionate enthusiasts who are eager to help and share their knowledge • We believe in work-life balance, so you'll receive around 30+ days of paid holidays per year • Company computer equipment by request • Education courses for our team members, and we're willing to allocate funds toward your training expenses • English classes on our corporate platform • Offline company events in Lithuania and online team-building • Unlimited free Planner5D subscriptions • Note: We only consider applications from candidates currently based in locations: Lithuania or Netherlands. Visa sponsorship is available if you hold primary residence with work authorization.
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