GenAI Tech Lead - GCP, LLMs & MLOps Architect

Valiant Technologies LLC; Rosemead (CA); On-site; USD 180,000 - 260,000; Full time

Job summary

VALIANT TECHNOLOGIES LLC in California seeks an AI/ML Tech Lead with hands-on GenAI to design and deliver production-grade LLM-powered solutions on Google Cloud Platform. You will leverage Gemini models, RAG architectures, and agentic workflows to solve business problems, working with Data Science, Engineering, and Product teams.

The role emphasizes building scalable GenAI systems, implementing end-to-end MLOps with Vertex AI, Kubeflow, Cloud Build, and Terraform, plus focus on security,

Qualifications

• 5–8+ years of industry ML experience.
• 3+ years building GenAI/LLM solutions in production.
• Strong GCP experience including Vertex AI, BigQuery, Dataflow, Cloud Run.
• Proficient in Python and ML frameworks (TensorFlow, PyTorch, scikit-learn).
• Hands-on with LangChain, LlamaIndex or Hugging Face.
• Solid SQL and unstructured data processing.
• Experience with Docker, Kubernetes (GKE), and CI/CD pipelines.

Responsibilities

• Design, build, and deploy production-ready Generative AI applications and APIs on GCP.
• Implement Retrieval-Augmented Generation (RAG) pipelines using vector databases and unstructured data sources.
• Develop and manage end-to-end MLOps pipelines (training, evaluation, deployment, monitoring) using Vertex AI, Kubeflow, Cloud Build, and Terraform.
• Optimize model performance through fine-tuning, prompt engineering, and model compression techniques (e.g., GPTQ, AWQ).
• Architect scalable and cost-efficient GCP infrastructure with a strong focus on security, IAM, and VPC design.
• Collaborate cross-functionally to define AI/ML technical roadmaps and deliver business-impacting solutions.
• Ensure adherence to data privacy, security, and ethical AI standards (HIPAA, GDPR, where applicable).
• Provide technical leadership, guidance, and mentorship to team members.

Skills

ML Experience

Generative AI/LLMs

GCP Expert

Python

ML Frameworks

LangChain/LlamaIndex/HuggingFace

SQL

Docker/Kubernetes

CI/CD

Tools

Vertex AI

BigQuery

Dataflow

Cloud Run

Kubeflow

Terraform

Cloud Build

LangChain

LlamaIndex

Hugging Face

Job description

VALIANT TECHNOLOGIES LLC in California seeks an AI/ML Tech Lead with hands-on GenAI to design and deliver production-grade LLM-powered solutions on Google Cloud Platform. You will leverage Gemini models, RAG architectures, and agentic workflows to solve business problems, working with Data Science, Engineering, and Product teams.

The role emphasizes building scalable GenAI systems, implementing end-to-end MLOps with Vertex AI, Kubeflow, Cloud Build, and Terraform, plus focus on security,