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• Design, develop, and deploy generative AI models and systems across the full stack, from data pipelines to front-end applications.
• Collaborate with data scientists, machine learning engineers, and software engineers to define and execute the technical roadmap for generative AI projects.
• Lead the architecture and design of generative AI systems, ensuring scalability, performance, and reliability.
• Develop and implement best practices for generative AI model development, deployment, and monitoring.
• Stay up-to-date on the latest advancements in generative AI research and apply them to our products and services.
• Communicate effectively with technical and non-technical stakeholders to ensure alignment on generative AI initiatives.
• Design generative AI models and outputs seamlessly into user interfaces.
• Stay up-to-date on the latest front-end frameworks and libraries (e.g., React, Vue.js, Angular) and apply them to generative AI projects.
• Optimize front-end performance and responsiveness for various platforms and devices.
• Collaborate with designers and UI/UX experts to ensure a consistent and intuitive user experience.
• Design robust and scalable back-end APIs for generative AI models.
• Implement efficient data pipelines to feed data to and extract outputs from generative AI models.
• Choose and optimize backend technologies (e.g., Python, Java, Node.js) based on model requirements and system limitations.
• Ensure the security and reliability of generative AI systems in production.

Qualifications:

• Masters degree or bachelors degree in computer science, Machine Learning, or a related field, or equivalent experience.
• 12+ years of experience in software engineering, with a focus on full-stack development.
• 4+ years of experience with generative AI models and techniques, such as GANs, VAEs, and autoregressive models.
• Strong understanding of deep learning frameworks, such as TensorFlow, PyTorch, or MXNet.
• Excellent communication, collaboration, and problem-solving skills.
• Ability to work independently and as part of a team.
• Strong passion for generative AI and its potential to transform the world.