Planner 5D

AI / Machine Learning Researcher

Planner 5D

contract

Posted on:

Location Type: Hybrid

Location: Warsaw • Poland

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Tech Stack

NumpyPandasPythonPyTorchTensorflow

About the role

  • 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.
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
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
AI researchML researchmachine learningdeep learningdata analysisdata explorationfeature extractionexperimental validationmathematicsstatistics
Soft Skills
analytical thinkingproblem solvingindependent researchcollaboration