
AI Solutions Architect
1 dia atrás
We are seeking a visionary AI/Machine Learning Engineer to lead the development of cutting-edge enterprise-level AI software solutions.
Key Responsibilities:- Design and build sophisticated AI agent systems using LangGraph, incorporating multi-step workflows for seamless production deployment.
- Fine-tune encoder-based models and generative models, leveraging expertise in BERT, RoBERTa, and LLMs.
- Develop robust Python applications with FastAPI/Flask that interact with AI models, ensuring high-performance and scalability.
- Create agentic workflows with tool usage, memory, and state management, driving efficiency and productivity.
- Deploy and monitor ML models in production environments, guaranteeing optimal performance and reliability.
- 5+ years of experience in ML/AI with strong Python software engineering skills.
- Expertise in fine-tuning encoder models (BERT, RoBERTa) and working with LLMs.
- Experience with LangGraph, AI agents, and multi-step reasoning systems.
- Proficiency in building production APIs and web applications (FastAPI, Flask, Django).
- Experience with PyTorch/TensorFlow, Hugging Face, vector databases, and RAG.
- Experience with cloud platforms (AWS/GCP/Azure) and containerization (Docker).
- Understanding of MLOps tools and production ML systems.
- Master's or PhD in Computer Science, ML, or related field.
- Multi-agent systems and agent communication experience.
- Advanced prompting techniques and reasoning patterns.
- Publications or open-source contributions in AI/ML.
- Experience scaling AI systems to high-traffic production environments.
The ideal candidate will possess a unique blend of technical expertise and strategic vision, enabling them to drive innovation and growth within our organization.
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