GenAI Research Engineer

Who are we?

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 mission

This 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!🌸✨