Direct Client:: W2 position:: Need Generative AI Architect -IT-Applications Development with LLMOps Experience, 100% remote
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Job Title: Generative AI Architect - IT - Applications Development
Job Description:
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.
Key Responsibilities:
- 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.
Qualifications:
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- Proven experience as a Generative AI Developer, with a strong portfolio of AI-driven projects. Need strong industry experience and strong experience with LLMOps.
- 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.
REQUIRED EDUCATION:
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
REQUIRED EXPERIENCE:
- 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.
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