One Place
Senior Machine Learning Engineer
One PlaceEstonia6 days ago
Full-timeEngineering, Information Technology

Help us bring the entire real estate market into One Place


We're building One Place – the world's most powerful real estate search engine. Over 5 million properties across Europe are scattered across 1000+ websites. We use AI to bring them together into a single, unified platform — and we’re developing our own machine learning models to understand property images, extract meaningful features, and assess quality automatically.


Our goal isn’t to sell listings — it’s to make real estate information accurate, transparent, and unbiased. Every property is analyzed and presented on its own merits, helping users make informed decisions rather than follow ads.


What You'll Do


  • Build and refine machine learning systems that power real estate understanding — from image feature extraction to property quality and style recognition.
  • Train and fine-tune computer vision that categorize and extract features, specifically in the context of real estate, with inference cost in mind.
  • Ingest and organize data from 1000+ diverse sources — including listings, geospatial data, and public datasets — ensuring it’s clean, consistent, and ready for training.
  • Design efficient data models and pipelines, keeping every query and transformation optimized for scale.
  • Develop the infrastructure that serves millions of daily searches, integrating ML outputs into real-time user experiences.
  • Experiment with new architectures and model types to push performance and accuracy boundaries.
  • Contribute to core architectural decisions that balance scalability, performance, and cost — from data processing to model deployment.



Your Stack


  • Python, TensorFlow/PyTorch
  • OpenCV/TorchVision for computer vision
  • PostgreSQL with pgvector, Typesense, SeaweedFS
  • Docker, Linux sys admin
  • Experience with Django and/or full-stack development with React is a plus



You're a Fit if


  • You know how to train models, not just use APIs
  • You want to ship products.
  • You work with a high degree of independence, take initiative, and continuously push product and code quality forward.
  • You’re deeply technical — you understand systems end-to-end and love getting into the details of how things actually work.
  • You're using AI coding tools intelligently.


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Building One Place is about fundamentally changing how humanity discovers and accesses one of life's most important decisions: where to live.


This is a contract or employee position.

Employee monthly rate (gross salary): €5,000 - €6,000

Contract monthly rate: €6,000 - €9,000

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