Job Details

Employer Industry: Technology and Software Development

Why consider this job opportunity:

• Opportunity for career advancement and growth within the organization
• Work alongside a diverse team of scientists, researchers, engineers, and designers
• Engage in applied research that contributes to innovative design and manufacturing solutions
• Chance to explore emerging AI/ML methods and technologies
• Collaborative work environment focused on sustainability and real-world impact
• Flexible remote work options available

What to Expect (Job Responsibilities):

• Develop new machine learning models and AI techniques
• Lead research projects within a global team setting
• Review relevant AI/ML literature to identify emerging methods and best practices
• Explore new data sources and develop techniques for optimal data utilization
• Collaborate with team members on various interdisciplinary projects

What is Required (Qualifications):

• A Master's or PhD in a field related to AI/ML such as Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture, or related disciplines
• Strong background in applying Deep Learning techniques, including custom architecture implementation and model optimization
• Familiarity with statistical methods for Machine Learning, such as Bayesian methods and classification techniques
• Proficiency with PyTorch, TensorFlow, JAX, or similar frameworks
• Strong coding abilities in Python

How to Stand Out (Preferred Qualifications):

• Experience in the Architecture, Engineering, and/or Construction domains, including knowledge of industry-specific data formats
• Understanding of structured data representation and management in AEC workflows
• Familiarity with 2D & 3D Generative AI
• Experience with large language models and natural language processing
• A publication track record in machine learning conferences and/or journals

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