Generative AI Architect

OpTech-posted 3 months ago
Remote • Jacksonville, FL
251-500 employees
Professional, Scientific, and Technical Services
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We are at the forefront of innovation, leveraging cutting-edge technology to transform industries and deliver exceptional experiences. Our team is passionate about creating AI-driven solutions that solve real-world problems. We are looking for a talented Generative AI Developer with full-stack capabilities to join our dynamic team and help us push the boundaries of what's possible. As a Generative AI Architect, you will play a key role in designing, developing, and deploying AI-powered applications. You will work closely with cross-functional teams to build scalable, efficient, and innovative solutions that integrate seamlessly into our technology stack. Your expertise in model fine-tuning, retrieval-augmented generation (RAG) architecture, and multi-agent systems will be crucial to our AI initiatives.

  • Design, develop, and implement generative AI models and algorithms to solve complex problems.
  • Fine-tune pre-trained models to enhance their performance and adapt them to specific tasks.
  • Develop and integrate Retrieval-Augmented Generation (RAG) architectures to improve model performance by leveraging external data sources.
  • Design and implement multi-agent systems to facilitate complex AI interactions and enhance automation capabilities.
  • Work collaboratively with data scientists, UX/UI designers, and product managers to create end-to-end AI-driven applications.
  • Develop and maintain robust, scalable, and efficient full-stack applications using modern technologies.
  • Integrate AI models into existing systems and ensure smooth deployment and operation.
  • Optimize AI models and full-stack applications for performance and scalability.
  • Stay up-to-date with the latest advancements in AI and full-stack development to continually enhance our technology stack.
  • Troubleshoot and resolve issues related to AI models and application performance.
  • Contribute to the creation and maintenance of documentation for AI models and applications.
  • Bachelors or Masters degree in Computer Science, Engineering, or a related field.
  • Proven experience as a Generative AI Developer, with a strong portfolio of AI-driven projects.
  • Proficiency in programming languages such as Python, JavaScript, or similar.
  • Experience with AI/ML frameworks such as TensorFlow, PyTorch, or similar.
  • Strong understanding of model fine-tuning and experience in adapting models for specific use cases.
  • Experience with full-stack development, including front-end (e.g., React, Angular, Vue.js) and back-end (e.g., Node.js, Django, Flask) technologies.
  • Familiarity with retrieval-augmented generation (RAG) techniques and integrating external knowledge sources.
  • Knowledge of multi-agent systems and their application in AI workflows.
  • Familiarity with cloud services (e.g., AWS, Azure, Google Cloud) and DevOps practices.
  • Excellent problem-solving skills and the ability to work collaboratively in a fast-paced environment.
  • Strong communication skills and the ability to articulate complex technical concepts to non-technical stakeholders.
  • Experience with natural language processing, computer vision, or other AI disciplines relevant to generative AI.
  • Knowledge of containerization technologies such as Docker and orchestration tools like Kubernetes.
  • Experience with database technologies such as SQL and NoSQL databases.
  • Understanding of CI/CD pipelines and tools.
  • Health and dental benefits on the first day of employment.
  • Training opportunities.
  • Flexible/remote work options.
  • Growth opportunities.
  • 401K.
  • Competitive pay.
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