Sr. Machine Learning Engineer I
Posted on 2/2/2024
INACTIVE
OpenSpace

201-500 employees

AI-powered construction site visualization and analytics
Company Overview
OpenSpace stands out as a global leader in reality capture and AI-powered analytics, providing comprehensive visual records and advanced analytics tools for builders worldwide. The company's technology, which includes the ability to compare BIM to as-built and automatically track progress, streamlines workflows, enhances communication, and facilitates smarter resource allocation. With a user base of over 160,000 in 93 countries, OpenSpace's fast and efficient services, including a Vision Engine that maps photos to plans in about 15 minutes, demonstrate its industry leadership and competitive advantage.
AI & Machine Learning
Data & Analytics
Industrial & Manufacturing
Real Estate
B2B

Company Stage

Series D

Total Funding

$203.2M

Founded

2017

Headquarters

San Francisco, California

Growth & Insights
Headcount

6 month growth

-17%

1 year growth

-2%

2 year growth

51%
Locations
United States
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Python
Tensorflow
Data Structures & Algorithms
Pytorch
AWS
CategoriesNew
AI & Machine Learning
Requirements
  • 5+ years industry experience developing machine learning models for image processing
  • Advanced degree in related field or equivalent industry experience
  • Expertise in applying machine learning based approaches using LLMs and multi-modal models
  • High level of familiarity with modern machine learning libraries including PyTorch or TensorFlow
  • Expertise with implementing numerical algorithms in Python
  • Proficiency with software version control systems
  • Familiarity with cloud computing platforms including AWS
  • Familiarity with issue tracking systems including Jira
  • Excellent written and verbal communication skills
Responsibilities
  • Design and architect complex, multi-component machine learning based systems
  • Prototype such systems and run detailed tests to evaluate performance on real world data
  • Work with platform engineers to develop production level implementations
  • Oversee dataset creation, curation, and labeling
  • Monitor system performance in production and ensure adequate performance
  • Assist in debugging and resolving failure edge cases in our production processing pipeline
  • Contribute to defining development processes, best practices, and documentation
Desired Qualifications
  • Experience with LLM/VLLM, transformers and generative AI for image and language based tasks
  • Direct experience with multi-modal models, combining language and images