人工智能/机器学习研究员
AI / Machine Learning Researcher
关于公司：
Planner 5D 是一个全球家居设计中心，汇聚了超过 1 亿用户，覆盖全球 230 个地区（是的，我们每个月都有 2 位用户从南极洲连接！）。我们的平台简化了从概念到执行的家居装修流程，而通过我们先进的软件，这一过程从未如此简单。你不需要是专业设计师，也可以提升你的家或办公空间。我们致力于优化设计体验，让每个人都能轻松定制梦想家园。
我们的跨平台产品涵盖网页、iOS、Android、Windows 和 macOS，确保用户的无缝同步。Planner 5D 不仅仅是一款软件；它是一个充满热情和以产品为导向的专业人士的活跃社区。来自不同背景的团队在不同时区协作，由共同的热情驱动，旨在革新家居设计市场。
我们一直在寻找志同道合的人才，他们渴望承担责任，并在我们不断扩展的工具套件中推动创新。加入我们，共同塑造家居设计的未来。
我们正在寻找一名 AI/机器学习研究员加入我们的 AI 团队，专注于解决实际产品挑战的应用研究。你将与原始数据合作，探索新方法，提出并测试假设，构建原型和 MVP 解决方案，这些方案之后可以成为 Planner 5D 平台中的生产功能。
你将：
- 进行 AI/ML 的应用研究，解决与家居设计、2D/3D 数据和视觉理解相关的现实问题。
- 与原始和非结构化数据（图像、3D 点云、文本、视频）合作，识别有用信号并制定研究方向。
- 通过实验、建模和数据分析生成并测试假设。
- 设计和实现原型和 MVP 解决方案，在生产实现前验证想法。
- 训练、评估并迭代机器学习和深度学习模型。
- 为 AI 驱动的功能开发做出贡献，包括计算机视觉系统和 AI 代理。
- 与工程师合作，将研究原型转化为生产就绪的解决方案。
- 为已部署的模型提供算法层面的支持，根据新数据或需求进行改进和调整。
要求
- 4 年以上 AI/ML 研究或应用机器学习的经验。
- 数学和计算机科学背景扎实，包括统计学、优化、线性代数，
查看英文原文
About us:
Planner 5D is a global hub for home design, uniting over 100+ million users in 230 territories around our planet (yes, we have 2 users connecting from Antarctica each month!). Our platform simplifies the home renovation process from concept to execution, and this process has never been more straightforward with our cutting-edge software. You don't need to be a professional designer to enhance your home or workspace. We are dedicated to streamlining the design experience, making the customization of dream homes accessible to everyone.
Our cross-platform presence spans Web, iOS, Android, Windows, and MacOS, ensuring seamless synchronization for our users. Planner 5D is more than just software; it's a vibrant community of enthusiastic and product-oriented professionals. From diverse backgrounds, our team collaborates across time zones, fueled by a shared passion to revolutionize the home design market.
We are constantly looking for like-minded talent eager to take ownership and drive innovation within our expanding suite of tools. Join us in shaping the future of home design.
We are searching for an AI / Machine Learning Researcher to join our AI team and focus on applied research for real-world product challenges. You will work with raw data, explore new approaches, formulate and test hypotheses, and build prototypes and MVP solutions that can later become production features within the Planner 5D platform.
You will:
- 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.
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.
Nice to have
- 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.
What we offer:
- 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
Originally posted on Himalayas