PhD Intern - AI Researcher for CAD (B-Rep) Generation
Autodesk
PhD Intern - AI Researcher for CAD (B-Rep) Generation
Job Description
PhD Intern - AI Researcher for CAD (B-Rep) Generation
📋 Job Overview
The PhD Intern role at Autodesk focuses on AI research for generating CAD models using B-Rep techniques. The intern will develop and experiment with machine learning models to create accurate boundary representations for 3D designs. This position is based in Canada and offers hands-on experience in applying AI to engineering software.
📍 Location: Toronto, ON, Canada
📅 Posted: Posted 17 Days Ago
🎯 Key Responsibilities
- Research and develop AI models for B-Rep generation from various inputs
- Experiment with neural networks to improve CAD model accuracy and efficiency
- Collaborate with engineering teams to integrate AI solutions into Autodesk products
- Analyze and evaluate model performance on real-world CAD datasets
- Document findings and contribute to research publications or internal reports
✅ Required Qualifications
- Currently pursuing a PhD in Computer Science, Machine Learning, or a related field
- Strong background in AI and machine learning, particularly generative models
- Experience with 3D geometry and CAD concepts
- Proficiency in Python and deep learning frameworks
- Available for a 6-12 month internship in Canada
⭐ Preferred Qualifications
- Prior research publications in AI for geometry or CAD generation
- Familiarity with B-Rep data structures and solid modeling
- Experience with tools like TensorFlow, PyTorch, or similar
- Knowledge of Autodesk software or similar CAD platforms
🛠️ Required Skills
- Machine learning and deep learning
- Python programming
- 3D geometry processing
- Generative AI models (e.g., GANs, VAEs)
- B-Rep (Boundary Representation) concepts
- Data analysis and model evaluation
- Problem-solving and research skills
- Team collaboration and communication
🎁 Benefits & Perks
- Competitive internship compensation
- Flexible work arrangements and remote options
- Professional development opportunities and mentorship
- Access to Autodesk's advanced tools and resources
- Networking with industry experts in AI and CAD
Locations
- Toronto, ON, Canada
Salary
Estimated Salary Rangemedium confidence
55,000 - 75,000 CAD / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- Machine learning and deep learningintermediate
- Python programmingintermediate
- 3D geometry processingintermediate
- Generative AI models (e.g., GANs, VAEs)intermediate
- B-Rep (Boundary Representation) conceptsintermediate
- Data analysis and model evaluationintermediate
- Problem-solving and research skillsintermediate
- Team collaboration and communicationintermediate
Required Qualifications
- Currently pursuing a PhD in Computer Science, Machine Learning, or a related field (experience)
- Strong background in AI and machine learning, particularly generative models (experience)
- Experience with 3D geometry and CAD concepts (experience)
- Proficiency in Python and deep learning frameworks (experience)
- Available for a 6-12 month internship in Canada (experience)
Preferred Qualifications
- Prior research publications in AI for geometry or CAD generation (experience)
- Familiarity with B-Rep data structures and solid modeling (experience)
- Experience with tools like TensorFlow, PyTorch, or similar (experience)
- Knowledge of Autodesk software or similar CAD platforms (experience)
Responsibilities
- Research and develop AI models for B-Rep generation from various inputs
- Experiment with neural networks to improve CAD model accuracy and efficiency
- Collaborate with engineering teams to integrate AI solutions into Autodesk products
- Analyze and evaluate model performance on real-world CAD datasets
- Document findings and contribute to research publications or internal reports
Benefits
- general: Competitive internship compensation
- general: Flexible work arrangements and remote options
- general: Professional development opportunities and mentorship
- general: Access to Autodesk's advanced tools and resources
- general: Networking with industry experts in AI and CAD
Tags & Categories
Answer 10 quick questions to check your fit for PhD Intern - AI Researcher for CAD (B-Rep) Generation @ Autodesk.
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PhD Intern - AI Researcher for CAD (B-Rep) Generation
Autodesk
PhD Intern - AI Researcher for CAD (B-Rep) Generation
Job Description
PhD Intern - AI Researcher for CAD (B-Rep) Generation
📋 Job Overview
The PhD Intern role at Autodesk focuses on AI research for generating CAD models using B-Rep techniques. The intern will develop and experiment with machine learning models to create accurate boundary representations for 3D designs. This position is based in Canada and offers hands-on experience in applying AI to engineering software.
📍 Location: Toronto, ON, Canada
📅 Posted: Posted 17 Days Ago
🎯 Key Responsibilities
- Research and develop AI models for B-Rep generation from various inputs
- Experiment with neural networks to improve CAD model accuracy and efficiency
- Collaborate with engineering teams to integrate AI solutions into Autodesk products
- Analyze and evaluate model performance on real-world CAD datasets
- Document findings and contribute to research publications or internal reports
✅ Required Qualifications
- Currently pursuing a PhD in Computer Science, Machine Learning, or a related field
- Strong background in AI and machine learning, particularly generative models
- Experience with 3D geometry and CAD concepts
- Proficiency in Python and deep learning frameworks
- Available for a 6-12 month internship in Canada
⭐ Preferred Qualifications
- Prior research publications in AI for geometry or CAD generation
- Familiarity with B-Rep data structures and solid modeling
- Experience with tools like TensorFlow, PyTorch, or similar
- Knowledge of Autodesk software or similar CAD platforms
🛠️ Required Skills
- Machine learning and deep learning
- Python programming
- 3D geometry processing
- Generative AI models (e.g., GANs, VAEs)
- B-Rep (Boundary Representation) concepts
- Data analysis and model evaluation
- Problem-solving and research skills
- Team collaboration and communication
🎁 Benefits & Perks
- Competitive internship compensation
- Flexible work arrangements and remote options
- Professional development opportunities and mentorship
- Access to Autodesk's advanced tools and resources
- Networking with industry experts in AI and CAD
Locations
- Toronto, ON, Canada
Salary
Estimated Salary Rangemedium confidence
55,000 - 75,000 CAD / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- Machine learning and deep learningintermediate
- Python programmingintermediate
- 3D geometry processingintermediate
- Generative AI models (e.g., GANs, VAEs)intermediate
- B-Rep (Boundary Representation) conceptsintermediate
- Data analysis and model evaluationintermediate
- Problem-solving and research skillsintermediate
- Team collaboration and communicationintermediate
Required Qualifications
- Currently pursuing a PhD in Computer Science, Machine Learning, or a related field (experience)
- Strong background in AI and machine learning, particularly generative models (experience)
- Experience with 3D geometry and CAD concepts (experience)
- Proficiency in Python and deep learning frameworks (experience)
- Available for a 6-12 month internship in Canada (experience)
Preferred Qualifications
- Prior research publications in AI for geometry or CAD generation (experience)
- Familiarity with B-Rep data structures and solid modeling (experience)
- Experience with tools like TensorFlow, PyTorch, or similar (experience)
- Knowledge of Autodesk software or similar CAD platforms (experience)
Responsibilities
- Research and develop AI models for B-Rep generation from various inputs
- Experiment with neural networks to improve CAD model accuracy and efficiency
- Collaborate with engineering teams to integrate AI solutions into Autodesk products
- Analyze and evaluate model performance on real-world CAD datasets
- Document findings and contribute to research publications or internal reports
Benefits
- general: Competitive internship compensation
- general: Flexible work arrangements and remote options
- general: Professional development opportunities and mentorship
- general: Access to Autodesk's advanced tools and resources
- general: Networking with industry experts in AI and CAD
Tags & Categories
Answer 10 quick questions to check your fit for PhD Intern - AI Researcher for CAD (B-Rep) Generation @ Autodesk.
10 Questions
~2 Minutes
Instant Score
Related Books and Jobs