R&d Engineer - Ai And Innovation

ZoomInfo Technologies

Toronto, Canada
On-site
Hands-on experience building llm systems
Familiarity with rag architectures beyond vector search
Exposure to agent frameworks and multi-agent orchestration
The role involves monitoring developments in LLM systems and building POCs that demonstrate feasibility before handing them off to production teams

Job Summary

  • The role involves monitoring developments in LLM systems and building POCs that demonstrate feasibility before handing them off to production teams.
  • Candidates must be comfortable reading research papers and shipping prototypes while collaborating closely with Platform and AI Engineers.
  • ZoomInfo empowers employees to make things happen fast within a culture that celebrates wins and backs ambition.

Matching Summary

The role involves monitoring developments in LLM systems and building POCs that demonstrate feasibility before handing them off to production teams.

Skills & Requirements

Must-have

  • Hands-on experience building LLM systems
  • Familiarity with RAG architectures beyond vector search
  • Exposure to agent frameworks and multi-agent orchestration
  • Ability to move quickly from idea to working prototype
  • Strong communication skills for non-researchers

Nice-to-have

  • Systems-level programming experience
  • Familiarity with inference infrastructure like vLLM
  • Experience with RLHF or fine-tuning pipelines
  • Knowledge of graph databases such as Neo4j
  • Collaborative by default mindset

Key Requirements

  • Portfolio of explored ideas including published work or side projects
  • Python proficiency
  • Experience with managed ML platforms

Work Rights

Not specified

Tailored Resume

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