TI
Llama Developer (Generative AI / LLM Engineer)
Tranzeal Inc.
- 🇨🇦 Canada
- Remote
- 10 months ago
- AI
- RAG
- Microservices
- MLOps
- Machine Learning
- Python
- FastAPI
- LangChain
- LlamaIndex
- Hugging Face
- FAISS
- Pinecone
- Weaviate
- Chroma
- LoRA
- PyTorch
- Docker
- Kubernetes
- CI/CD
- AWS
- GCP
- Azure
- vLLM
- Ollama
- Triton
10 months ago
Key Responsibilities
- Build AI applications usingLlama (Llama 3 / Llama Stack / Llama API / local LLM inference).
- Fine-tune and evaluate Llama models on proprietary and domain-specific datasets.
- Implement Retrieval-Augmented Generation (RAG) pipelines using vector databases.
- Develop conversational agents, copilots, or knowledge assistants for business workflows.
- Optimize model performance via quantization, prompt engineering, and latency reduction.
- Integrate LLM capabilities into back-end services, microservices, APIs, or cloud platforms.
- Ensure compliance, safety, and responsible-AI standards for generated content.
- Collaborate with Data Science, MLOps, and Product teams to deploy scalable AI products.
Required Skills & Experience
- 3–8+ years of software engineering or machine-learning experience.
- Proven experience withLlama models (self-hosted or via Meta API).
- Proficiency inPython (FastAPI, LangChain, LlamaIndex, Hugging Face ecosystem).
- Experience withvector databases (FAISS, Pinecone, Weaviate, ChromaDB).
- Strong understanding ofprompt engineering, model fine-tuning, LoRA / QLoRA.
- Hands-on experience withGPU computing, PyTorch, Docker, Kubernetes.
- Familiarity withMLOps practices: CI/CD for ML, model monitoring, logging.
Preferred / Nice to Have
- Experience deploying models onAWS / GCP / Azure / on-prem GPU clusters.
- Knowledge ofRAG architectures, knowledge graphs, and document parsing pipelines.
- Understanding ofmodel safety, hallucination mitigation, red-team testing.
- Experience withllama.cpp,vLLM,Ollama, orNVIDIA Triton.
- Contributions to open-source LLMs or AI frameworks.
Llama Developer (Generative AI / LLM Engineer) · Tranzeal Inc.