What are the responsibilities and job description for the LLM Engineer position at 2T Consulting LLC?
Responsibilities
- Design and implement Retrieval-Augmented Generation (RAG) systems to enhance LLM capabilities.
- Build and deploy chatbots using enterprise data and documents to facilitate efficient user interactions.
- Develop action models that automate processes and enhance the user experience.
- Collaborate with cross-functional teams to gather requirements and translate them into technical specifications.
- Utilize managed stacks and LLM APIs for scalable application development.
- Write clean, maintainable, and efficient Python code.
- Manage deployment processes using cloud platforms (AWS, Azure, GCP) and DevOps tools.
- Monitor and optimize model performance and ensure the reliability of deployed solutions.
- Stay updated with industry trends and best practices in AI, machine learning, and natural language processing.
Qualifications
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- 7 years of experience in LLM engineering or a related role.
- Proven experience implementing RAG systems and using managed stacks and LLM APIs.
- Proficient in Python, with a solid understanding of libraries and frameworks relevant to AI and NLP.
- Familiarity with cloud platforms such as AWS, Azure, or GCP.
- Experience with DevOps tools and practices for continuous integration and deployment (CI/CD).
- Strong problem-solving skills and the ability to work independently or in a team environment.
- Excellent communication skills, both written and verbal.