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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