Titre du poste ou emplacement

AI Engineer

Monark - 8 emplois
Surrey, BC
Publié il y a 13 jours
Détails de l'emploi :
Temps plein
Expérimenté

Salary: $90,000 - $110,000

We are seeking a motivated AI Engineer with 1-2 years of experience to join our innovative team. In this role, you will build, deploy, and optimize AI solutions using cutting-edge technologies and frameworks. You will work closely with cross-functional teams to develop AI-powered features that enhance our product offerings and deliver exceptional value.

Responsibilities
  • Design and implement AI solutions using the LangChain stack, Python, and Hugging Face
  • Research, evaluate, and integrate various LLMs to identify optimal solutions for specific use cases
  • Develop and optimize Retrieval-Augmented Generation (RAG) systems to enhance knowledge retrieval capabilities
  • Work with vector databases to store, index, and efficiently retrieve embeddings for semantic search
  • Create effective prompt engineering strategies to improve model performance and output quality
  • Build and maintain AI agents that can autonomously perform complex tasks
  • Collaborate with software engineers, and project managers to integrate AI capabilities into our products
  • Document technical processes, architectures, and implementation details
  • Stay current with the latest advancements in AI and ML technologies
  • Debug and troubleshoot AI systems to ensure reliable performance
  • Participate in code reviews and contribute to team knowledge sharing
Requirements
  • 1-2 years of professional experience in AI/ML engineering or related field
  • Strong proficiency in Python and experience with AI/ML libraries and frameworks
  • Experience with the LangChain ecosystem for building LLM-powered applications
  • Hands-on experience working with Hugging Face models and tools
  • Practical knowledge of implementing and optimizing RAG (Retrieval-Augmented Generation) systems
  • Experience with vector databases (e.g., Pinecone, Chroma)
  • Demonstrated skill in prompt engineering to effectively control and optimize LLM outputs
  • Experience experimenting with and implementing various LLMs (e.g., GPT models, Claude, Llama, Mistral)
  • Understanding of AI agent architectures and implementation approaches
  • Solid grasp of software development fundamentals (version control, testing, CI/CD)
  • Bachelor's degree in Computer Science, AI, or related technical field (or equivalent practical experience)
Preferred Qualifications
  • Advanced knowledge of vector database optimization and scaling strategies
  • Familiarity with container technologies like Docker
  • Knowledge of cloud platforms (AWS or Azure)
  • Experience with orchestration tools for AI workflows
  • Experience in fine-tuning or adapting foundation models

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