Apply

AI Developer (LLM and Python)

Posted 2024-11-13

View full description

💎 Seniority level: Junior, 1+ years

📍 Location: Philippines

🏢 Company: Sovrun

🗣️ Languages: English

⏳ Experience: 1+ years

🪄 Skills: AWSDockerPythonBlockchainKubernetesCollaborationDocumentation

Requirements:
  • 1+ years of experience working with LLMs, focusing on developing function-driven multi-agent systems.
  • Expertise in Python and custom function execution within LLM frameworks; skilled in prompt engineering and dynamic function mapping.
  • Experience with AWS tools such as Lambda, SageMaker, and EC2 for model deployment and management.
  • Familiarity with blockchain principles and web3 technologies is advantageous.
  • Demonstrated problem-solving skills in developing autonomous agents for task selection.
  • Strong documentation skills for clear communication of workflows.
Responsibilities:
  • Design, implement, and deploy AI agents that autonomously learn to select and execute custom functions using Python.
  • Train agents to recognize contextual prompts and determine necessary functions for specific tasks, optimizing for accuracy and efficiency.
  • Develop frameworks for dynamic task assignment within multi-agent systems for effective coordination and collaboration.
  • Deploy and manage multi-agent systems within AWS (e.g., Lambda, SageMaker, EC2), ensuring scalability and resilience.
  • Collaborate with cross-functional teams to define function requirements and develop APIs or connectors for task execution.
  • Implement strategies to improve model performance in function execution, including error handling and adaptability.
  • Document designs, workflows, and function-specific agent behaviors to support team collaboration.
Apply