Senior Machine Learning Engineer

CoStar Group

Remote

Quick summary

Work type
Remote
Location
Remote
Posted
3 days ago

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Salary context

How this pay compares to similar roles

Similar $211k
$152k most similar roles pay here $256k

This listing doesn't post a salary. Most similar roles pay $175,500–$246,150.

Based on 240 similar postings.

Employer

About CoStar Group

CoStar Group is the leading provider of commercial real estate information, analytics, and online marketplaces, including CoStar, Apartments.com, and LoopNet platforms. Industry: Commercial Real Estate Data & Analytics

CoStar Group currently has 35 open roles on FindRole.

Listed pay typically runs $169,500–$212,000 across 12 roles with salary data.

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At a glance

TL;DR · Senior Machine Learning Engineer

CoStar Realty Information Inc. is seeking a Senior Machine Learning Engineer to lead the deployment and management of machine learning models across production systems, collaborating with data scientists and software engineers to design scalable pipelines and ensure seamless integration into applications. The role involves developing efficient data management processes for large-scale datasets and working closely with the Infrastructure team to maintain system reliability and security. Ideal candidates possess extensive experience in Python and C++, along with expertise in scientific computing libraries like NumPy and OpenCV, and have a strong background in SLAM, 3D computer vision, depth sensing, mixed reality systems, advanced computer vision algorithms, neural radiance fields, deep learning frameworks such as PyTorch, embedded computer vision, and multi-sensor integration. This position focuses on leveraging massive datasets for neural network training and optimizing inference on mobile devices within the context of real estate information technology.

What you'll do

  • Lead deployment of machine learning models across production systems.
  • Design and implement scalable machine learning pipelines and testing frameworks.
  • Ensure seamless integration of ML models into applications with software engineers.
  • Develop efficient data management processes for large-scale datasets.
  • Advocate for tools and technologies to accelerate research in MLOps.

What we're looking for

  • Expert Python and C++ programming for complex computer vision applications.
  • Extensive experience with SLAM, visual odometry, and 3D reconstruction techniques.
  • Proficiency in mixed reality systems and digital twin creation technologies.
  • Advanced knowledge of depth sensing, processing, and multi-view geometry.
  • Specialized skills in deep learning models for various computer vision tasks.
  • Experience optimizing neural networks for efficient inference on mobile devices.
  • Expertise in deploying computer vision algorithms on embedded hardware platforms.

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