Applied AI/ML Researcher for Real-World Design Prototyping

Planner 5D; Valencia; Presencial; EUR 70.000 - 95.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Unlimited free Planner5D subscriptions

Education courses for our team

English classes on corporate platform

30+ days paid holidays per year

Company computer equipment by request

Descripción de la vacante

Planner 5D is seeking an AI/ML Researcher to join the AI team to tackle real-world product challenges in home design. You'll work with raw data, explore new approaches, formulate hypotheses, and build prototypes that can become production features in Planner 5D.

You will train, evaluate, and iterate models including computer vision and multimodal data, collaborating with engineers to translate research into scalable solutions.

Formación

• 4+ years of experience in AI/ML research or applied ML.
• 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

Responsabilidades

• 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 emerged

Conocimientos

AI/ML research

Mathematics & CS

Python & ML libraries

Deep learning

Computer vision / multimodal

Experiment design & evaluation

Herramientas

TensorFlow

PyTorch

NumPy

SciPy

Pandas

Descripción del empleo

Planner 5D is seeking an AI/ML Researcher to join the AI team to tackle real-world product challenges in home design. You'll work with raw data, explore new approaches, formulate hypotheses, and build prototypes that can become production features in Planner 5D.

You will train, evaluate, and iterate models including computer vision and multimodal data, collaborating with engineers to translate research into scalable solutions.