GenAI Research Engineer

Description

Who are we? 

With $36M in seed funding and customers from Fortune 500 companies such as Costco and Repsol, Orchid Security is already on an exciting journey to deliver the next infrastructure layer in the security space. Behind our platform are advanced technologies, including Large Language Models (LLMs), enabling Orchid to provide unprecedented insight and action for enterprise identity security. 

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.

Requirements

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!🌸✨