Silicon Spectra · Senior Technical Recruiter
Location- Remote- Anywhere in united states.
US Citizen or Green card - W2 only.
Company Introduction- We are a forward-thinking organization seeking a proficient LLM Engineer, emphasizing a "Builder-Architect" mindset to enhance our AI application development.
Responsibilities- Architectural Design: Develop comprehensive architectures for LLM applications, encompassing data ingestion and orchestration.
RAG Development: Create tailored RAG solutions, focusing on accuracy, latency, and relevance through advanced techniques.
Full Life Cycle Implementation: Assume responsibility for the entire development process, from research to production deployment.
Deployment & Ops: Utilize Docker and Kubernetes for application containerization and establish robust CI/CD pipelines.
Evaluation & Monitoring: Set up frameworks to assess LLM performance and monitor for issues such as hallucinations.
Infrastructure: Choose and manage Vector Databases, integrating them into scalable cloud environments.
Requirements- Experience: Minimum of 5 years in Machine Learning or Software Engineering, with 2+ years focused on LLMs.
The "Architect" Mindset: Proven capability to create architectural diagrams and substantiate technical decisions.
RAG Mastery: Demonstrated expertise in constructing RAG systems from inception, beyond high-level wrappers.
Tech Stack: Proficient in advanced Python, LangChain/LlamaIndex, PyTorch/TensorFlow, and FastAPI.
DevOps: Practical experience with Docker, Kubernetes, and cloud-native deployment methodologies.
Data Engineering: Strong SQL proficiency and experience managing large-scale unstructured datasets.
Mid-level (3-4 years) · Senior (5-7 years)
LLM
RAG
Deployment
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