AI Model Designer
5 days ago
AI Model Designer
About the RoleWe're seeking an experienced AI Model Designer to join our team in developing and implementing advanced AI models and applications capable of generating creative content and innovative solutions.
This is a mid-senior level position that requires a strong understanding of deep learning techniques, including GPT, VAE, and GANs. As an AI Model Designer, you will work closely with cross-functional teams to seamlessly integrate these models into our core products and services.
Key Responsibilities- Generative AI Development & Research:
- Develop and optimize cutting-edge generative AI models, including natural language processing and image generation.
- Conduct continuous research to stay abreast of the latest advancements in generative AI, machine learning, and deep learning techniques.
- Identify and evaluate opportunities to strategically integrate new AI advancements into our products and services.
- Design, develop, and implement generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE, and GANs.
- Implementation & Performance:
- Implement robust algorithms and architectures using industry-leading frameworks such as TensorFlow, PyTorch, or similar.
- Conduct rigorous experiments to test and validate model performance, iterating and refining based on empirical findings.
- Work closely with product managers to effectively translate complex business requirements into scalable and efficient technical solutions.
- Collaboration & Best Practices:
- Collaborate with cross-functional teams to clearly define AI project requirements and objectives, ensuring strong alignment with overall business goals.
- Contribute actively to code reviews, comprehensive documentation, and the establishment of best practices for AI development.
- Stay updated with the latest advancements in generative AI and machine learning to maintain a competitive edge.
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a closely related technical field.
- Proficiency in programming languages, particularly Python.
- Extensive experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Keras, OpenAI libraries).
- Solid experience developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, and GANs.
- Familiarity with data preprocessing, feature engineering, and model evaluation techniques.
- Experience with cloud platforms (AWS, Google Cloud, Azure) for deploying and managing AI models.
- Familiarity with modern software development practices, including version control (Git).
- Excellent problem-solving skills and a strong ability to work collaboratively in a dynamic team environment.
- Strong communication skills, both written and verbal, for effective technical and cross-functional communication.
- Knowledge of ethical considerations in AI development and strategies for bias mitigation.
- Minimum 3 to 5 years of progressive experience in AI development, with a dedicated focus on generative models.
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