GenAI Tech Lead: Production-Grade LLMs on GCP

Quantum Technologies. LLC

Rosemead (CA)

Hybrid

USD 180,000 - 240,000

Full time

2 days ago
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Job summary

Quantum Technologies LLC is seeking an AI/ML Tech Lead with hands-on Generative AI experience to design and deliver production-grade LLM-powered solutions on Google Cloud Platform.

You will collaborate with Data Science, Engineering, and Product teams to build scalable GenAI systems, implement RAG pipelines, and lead end-to-end MLOps using Vertex AI, Kubeflow, Terraform, and related tools with a strong focus on security and compliance.

Qualifications

  • 5–8+ years of industry experience in Machine Learning.
  • 3+ years of hands-on experience building and deploying Generative AI / LLM-based solutions in production.
  • Strong experience with Google Cloud Platform (GCP), including Vertex AI, BigQuery, Dataflow, Cloud Run.
  • Advanced proficiency in Python and ML frameworks (TensorFlow, PyTorch, scikit-learn).
  • Hands-on experience with LLM frameworks/tools such as LangChain, LlamaIndex, or Hugging Face.
  • Solid understanding of 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

Generative AI
Machine Learning
Python
SQL
MLOps
GCP

Tools

LangChain
LlamaIndex
Hugging Face
TensorFlow
PyTorch
scikit-learn
Vertex AI
Kubeflow
Cloud Build
Terraform
Docker
Kubernetes (GKE)
BigQuery
Dataflow
Cloud Run

Job description

Quantum Technologies LLC is seeking an AI/ML Tech Lead with hands-on Generative AI experience to design and deliver production-grade LLM-powered solutions on Google Cloud Platform.

You will collaborate with Data Science, Engineering, and Product teams to build scalable GenAI systems, implement RAG pipelines, and lead end-to-end MLOps using Vertex AI, Kubeflow, Terraform, and related tools with a strong focus on security and compliance.

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