AI Engineer
We're seeking a talented AI Engineer to join our team and play a key role in integrating existing LLM APIs and deploying open-source LLMs into our applications. You'll be responsible for understanding LLM functionalities, crafting effective prompts, and seamlessly integrating these powerful models into our workflows, potentially leveraging frameworks like LangChain for advanced capabilities.
What you will do:
Evaluate and select appropriate LLM APIs or open-source LLMs based on project requirements
Develop a deep understanding of the chosen LLM's capabilities and limitations
Craft effective prompts to achieve desired outcomes from the LLM (e.g., text generation, translation, question answering)
Design and implement efficient pipelines for integrating the LLM with our existing infrastructure, potentially leveraging LangChain for complex workflows
Analyze and interpret LLM outputs, ensuring accuracy and relevance
Monitor and maintain the integrated LLM solution, identifying and addressing potential issues
Collaborate with data scientists, software engineers, and product managers to bring LLM-powered solutions to life
Stay up-to-date on the latest advancements in LLM technology and best practices for prompting
What makes you a great fit
2-5 years of experience in working with AI models, (at least 1 year of experience in working with LLMs)
Strong understanding of LLM architecture and functionalities (e.g., transformers, attention mechanisms)
Expertise in crafting effective prompts to achieve specific goals from an LLM
Proficiency in programming languages like Python and experience with API integration tools
Experience with frameworks like LangChain
Excellent problem-solving, analytical, and communication skills
Ability to work effectively in a cross-functional team environment
Bonus Points:
Experience in deploying and managing cloud-based AI solutions
Experience with specific LLM APIs or open-source LLMs relevant to the company's needs