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Full-Time

Sr. Machine Learning Engineer I

Posted on 2/2/2024

OpenSpace

OpenSpace

201-500 employees

AI-powered construction site analytics and tracking

Data & Analytics
Consulting
Industrial & Manufacturing
AI & Machine Learning
Real Estate

Compensation Overview

$158k - $205kAnnually

Senior

United States

Category
AI & Machine Learning
Required Skills
Python
Tensorflow
Data Structures & Algorithms
Pytorch
AWS
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

OpenSpace is distinguished by its specialized focus on offering reality capture and AI-powered analytics for construction sites, enhancing operational efficiency and communication across the globe. With technologies like BIM Compare and OpenSpace Track, the company supports streamlined workflows which are trusted by a significant user base in 93 countries. This global acceptance underlines a vibrant, forward-thinking work environment that fosters professional growth and innovation in construction technology.

Company Stage

Series D

Total Funding

$203.2M

Headquarters

San Francisco, California

Founded

2017

Growth & Insights
Headcount

6 month growth

-5%

1 year growth

-15%

2 year growth

6%
INACTIVE