
AI / LLM Specialist
20 hours ago
Role & responsibilities
The AI/LLM Specialist will focus on developing, fine-tuning, and embedding large language models into GCP-based data processing and automation pipelines. This role ensures accuracy, scalability, and cost efficiency of AI-driven automation.
Responsibilities
- Train, fine-tune, and optimize LLMs for automation, mapping, and anomaly detection.
- Design prompt engineering, embeddings, and RAG strategies on GCP.
- Collaborate with engineers to embed LLMs into automation pipelines.
- Define evaluation frameworks for LLM accuracy and efficiency.
- Research emerging LLMs and frameworks for continuous innovation.
- Balance cost-performance tradeoffs for Vertex AI deployments.
Technical Skills
- Deep expertise in LLMs (Vertex AI models, Hugging Face, open-source LLMs).
- Proficiency in Python, LangChain, Transformers, Vector DBs (Vertex Matching Engine, Pinecone, FAISS).
- Knowledge of Vertex AI pipelines, MLflow, and Cloud AI services.
- Strong understanding of RAG pipelines, embeddings, and semantic search.
- Familiarity with fine-tuning, LoRA, and RLHF techniques on GCP.
Preferred candidate profile
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