R&D LLM Engineer

  • תל אביב
  • משרה קבועה
  • משרה מלאה
  • לפני חודש
Orchid Security is on a mission to unify identity controls throughout each organization. Orchid's vision is to automate the discovery, assessment, remediation and management of identity security posture across on-premise and cloud applications. All this while lowering the costs, maintaining compliance and reducing risk related to identity and access management.Core missionThis is a unique opportunity to be part of our R&D team, utilizing and enhancing our cutting-edge LLM-based component.What will you do?
  • Utilize the LLM-based core component of our product.
  • Define and implement machine learning algorithms and methods for data retrieval from other components to the core.
  • Continuously enhance our product's core analysis capabilities by advancing LLM prompt techniques.
  • Build and utilize an evaluation infrastructure for the LLM components in the product.
  • Collaborate with cross-functional teams to integrate LLM solutions seamlessly into the product.
Who are you?
  • 2+ years of experience deploying LLM models
  • Experience with LLM, NLP, and data science Python libraries
  • Deep understanding of LLM architecture, optimization, and prompting techniques
  • Experience with building RAG-based applications.
  • Experience in scalable and performant serving of LLM-based systems
  • Experience with Python and high-scale production projects
  • 5+ years of development experience
  • All-around team player, fast, self-learning individual
Preferred Skills:
  • Experience with LLMOps, embedding models, data pipelines, and vector databases
  • Experience with Code GenAI and RAG in code generation, code analysis
  • Experience with encoder-only models for code retrievals
Why Join Orchid Security? 🚀
  • Join Orchid Security at an exciting stage and make a real impact on shaping the future of security infrastructure! We're building cutting-edge technology and looking for brilliant, curious, and creative minds to grow with us.
  • Great culture & perks - Competitive benefits, stock options, and exciting growth opportunities.
  • Work-life balance - Wellness programs, fun employee events, and a dog-friendly office! 🐶
  • Purpose-driven workplace - We actively support local communities and encourage employees to be ambassadors of change.
  • If you're ready for a fast-paced, rewarding journey, Orchid Security is the place to be!🌸✨
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