Machine Learning Engineer for AEC Solutions

1 week ago


Boston, Massachusetts, United States Autodesk Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our AEC Solutions team at Autodesk. As a Machine Learning Engineer, you will play a key role in developing and implementing machine learning models and algorithms to enhance our products and services.

Responsibilities
  • Collaborate with cross-functional teams to design and develop machine learning models and algorithms
  • Develop and implement data pipelines and architectures to support machine learning model training and deployment
  • Work with large-scale data sets and manage data flow between systems
  • Monitor and troubleshoot machine learning models to ensure accuracy and performance
  • Communicate findings through quantitative data analysis and qualitative visuals and insights
Requirements
  • MS in Machine Learning, Artificial Intelligence, Mathematics, Statistics, Computer Science, or a related field
  • 3+ years of experience in machine learning engineering or a related field
  • Domain expertise in training deep neural nets, such as CNN and transformers
  • Proficiency in at least one deep learning framework, such as PyTorch or TensorFlow
Preferred Qualifications
  • Background in Architecture, Engineering, or Construction
  • Practical experience in data preparation, hyper-parameter selection, acceleration techniques, and optimization methods
About Autodesk

Autodesk is a leader in the architecture, engineering, and construction (AEC) industry, providing software and services that help professionals design, build, and manage buildings and infrastructure. We are committed to innovation and customer satisfaction, and we are seeking talented individuals to join our team.



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