Research Intern for Deep Generative Modeling
Sony
Research Intern for Deep Generative Modeling
Job Description
Research Intern for Deep Generative Modeling
📋 Job Overview
The Research Intern for Deep Generative Modeling at Sony focuses on advancing generative AI technologies through innovative research and development. Interns will collaborate with a team of experts to design, implement, and evaluate novel models for applications in media, entertainment, and beyond. This role provides hands-on experience in cutting-edge machine learning while contributing to Sony's AI initiatives.
📍 Location: Schlieren, Switzerland
🏢 Company: Sony Europe Limited, Switzerland Branch
📅 Posted: Posted 30+ Days Ago
🎯 Key Responsibilities
- Conduct research on state-of-the-art deep generative models
- Implement and experiment with novel architectures and algorithms
- Analyze model performance and generate insights for improvements
- Collaborate with research team to prototype applications
- Document findings and contribute to internal reports or publications
✅ Required Qualifications
- Currently pursuing a PhD or Master's degree in Computer Science, Electrical Engineering, or a related field
- Strong foundation in machine learning and deep learning fundamentals
- Experience with generative models such as GANs, VAEs, or diffusion models
- Proficiency in Python and deep learning frameworks
⭐ Preferred Qualifications
- Prior publications in top ML conferences (e.g., NeurIPS, ICML, CVPR)
- Experience with large-scale data processing and model training
- Knowledge of audio, video, or multimodal generative modeling
- Familiarity with Sony's research areas in AI and media technologies
🛠️ Required Skills
- Deep learning frameworks (PyTorch, TensorFlow)
- Python programming
- Machine learning algorithms, especially generative models (GANs, VAEs, diffusion models)
- Data analysis and visualization tools
- Strong mathematical background (probability, linear algebra)
- Problem-solving and research skills
- Team collaboration and communication
🎁 Benefits & Perks
- Competitive hourly stipend
- Flexible work hours and remote options
- Access to Sony's state-of-the-art research facilities
- Mentorship from leading AI researchers
- Networking opportunities within Sony's innovation ecosystem
- Potential for full-time opportunities post-internship
Locations
- Schlieren, Switzerland
Salary
Estimated Salary Rangemedium confidence
60,000 - 85,000 USD / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- Deep learning frameworks (PyTorch, TensorFlow)intermediate
- Python programmingintermediate
- Machine learning algorithms, especially generative models (GANs, VAEs, diffusion models)intermediate
- Data analysis and visualization toolsintermediate
- Strong mathematical background (probability, linear algebra)intermediate
- Problem-solving and research skillsintermediate
- Team collaboration and communicationintermediate
Required Qualifications
- Currently pursuing a PhD or Master's degree in Computer Science, Electrical Engineering, or a related field (experience)
- Strong foundation in machine learning and deep learning fundamentals (experience)
- Experience with generative models such as GANs, VAEs, or diffusion models (experience)
- Proficiency in Python and deep learning frameworks (experience)
Preferred Qualifications
- Prior publications in top ML conferences (e.g., NeurIPS, ICML, CVPR) (experience)
- Experience with large-scale data processing and model training (experience)
- Knowledge of audio, video, or multimodal generative modeling (experience)
- Familiarity with Sony's research areas in AI and media technologies (experience)
Responsibilities
- Conduct research on state-of-the-art deep generative models
- Implement and experiment with novel architectures and algorithms
- Analyze model performance and generate insights for improvements
- Collaborate with research team to prototype applications
- Document findings and contribute to internal reports or publications
Benefits
- general: Competitive hourly stipend
- general: Flexible work hours and remote options
- general: Access to Sony's state-of-the-art research facilities
- general: Mentorship from leading AI researchers
- general: Networking opportunities within Sony's innovation ecosystem
- general: Potential for full-time opportunities post-internship
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Answer 10 quick questions to check your fit for Research Intern for Deep Generative Modeling @ Sony.
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Research Intern for Deep Generative Modeling
Sony
Research Intern for Deep Generative Modeling
Job Description
Research Intern for Deep Generative Modeling
📋 Job Overview
The Research Intern for Deep Generative Modeling at Sony focuses on advancing generative AI technologies through innovative research and development. Interns will collaborate with a team of experts to design, implement, and evaluate novel models for applications in media, entertainment, and beyond. This role provides hands-on experience in cutting-edge machine learning while contributing to Sony's AI initiatives.
📍 Location: Schlieren, Switzerland
🏢 Company: Sony Europe Limited, Switzerland Branch
📅 Posted: Posted 30+ Days Ago
🎯 Key Responsibilities
- Conduct research on state-of-the-art deep generative models
- Implement and experiment with novel architectures and algorithms
- Analyze model performance and generate insights for improvements
- Collaborate with research team to prototype applications
- Document findings and contribute to internal reports or publications
✅ Required Qualifications
- Currently pursuing a PhD or Master's degree in Computer Science, Electrical Engineering, or a related field
- Strong foundation in machine learning and deep learning fundamentals
- Experience with generative models such as GANs, VAEs, or diffusion models
- Proficiency in Python and deep learning frameworks
⭐ Preferred Qualifications
- Prior publications in top ML conferences (e.g., NeurIPS, ICML, CVPR)
- Experience with large-scale data processing and model training
- Knowledge of audio, video, or multimodal generative modeling
- Familiarity with Sony's research areas in AI and media technologies
🛠️ Required Skills
- Deep learning frameworks (PyTorch, TensorFlow)
- Python programming
- Machine learning algorithms, especially generative models (GANs, VAEs, diffusion models)
- Data analysis and visualization tools
- Strong mathematical background (probability, linear algebra)
- Problem-solving and research skills
- Team collaboration and communication
🎁 Benefits & Perks
- Competitive hourly stipend
- Flexible work hours and remote options
- Access to Sony's state-of-the-art research facilities
- Mentorship from leading AI researchers
- Networking opportunities within Sony's innovation ecosystem
- Potential for full-time opportunities post-internship
Locations
- Schlieren, Switzerland
Salary
Estimated Salary Rangemedium confidence
60,000 - 85,000 USD / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- Deep learning frameworks (PyTorch, TensorFlow)intermediate
- Python programmingintermediate
- Machine learning algorithms, especially generative models (GANs, VAEs, diffusion models)intermediate
- Data analysis and visualization toolsintermediate
- Strong mathematical background (probability, linear algebra)intermediate
- Problem-solving and research skillsintermediate
- Team collaboration and communicationintermediate
Required Qualifications
- Currently pursuing a PhD or Master's degree in Computer Science, Electrical Engineering, or a related field (experience)
- Strong foundation in machine learning and deep learning fundamentals (experience)
- Experience with generative models such as GANs, VAEs, or diffusion models (experience)
- Proficiency in Python and deep learning frameworks (experience)
Preferred Qualifications
- Prior publications in top ML conferences (e.g., NeurIPS, ICML, CVPR) (experience)
- Experience with large-scale data processing and model training (experience)
- Knowledge of audio, video, or multimodal generative modeling (experience)
- Familiarity with Sony's research areas in AI and media technologies (experience)
Responsibilities
- Conduct research on state-of-the-art deep generative models
- Implement and experiment with novel architectures and algorithms
- Analyze model performance and generate insights for improvements
- Collaborate with research team to prototype applications
- Document findings and contribute to internal reports or publications
Benefits
- general: Competitive hourly stipend
- general: Flexible work hours and remote options
- general: Access to Sony's state-of-the-art research facilities
- general: Mentorship from leading AI researchers
- general: Networking opportunities within Sony's innovation ecosystem
- general: Potential for full-time opportunities post-internship
Tags & Categories
Answer 10 quick questions to check your fit for Research Intern for Deep Generative Modeling @ Sony.
10 Questions
~2 Minutes
Instant Score
Related Books and Jobs