GenAI Tech Lead - GCP & LLM Solutions

Cloud Analytics Technologies, LLC; Rosemead (CA); On-site; USD 180,000 - 240,000; Full time

Job summary

CLOUD ANALYTICS TECHNOLOGIES LLC seeks an AI/ML Tech Lead with hands-on Generative AI expertise to design and deliver production-grade GenAI solutions on Google Cloud Platform. You will drive RAG architectures and end-to-end MLOps, collaborating with Data Science and Product teams to meet performance, security, and compliance requirements.

You will mentor engineers, shape technical roadmaps, and ensure ethical AI practices while delivering scalable, cost-efficient cloud infrastructure and robust

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 / LLMs

MLOps leadership

Python

Security & Compliance

Cross-functional collaboration

Tools

Vertex AI

BigQuery

Dataflow

Cloud Run

Docker

Kubernetes (GKE)

CI/CD

LangChain

LlamaIndex

Hugging Face

Job description

CLOUD ANALYTICS TECHNOLOGIES LLC seeks an AI/ML Tech Lead with hands-on Generative AI expertise to design and deliver production-grade GenAI solutions on Google Cloud Platform. You will drive RAG architectures and end-to-end MLOps, collaborating with Data Science and Product teams to meet performance, security, and compliance requirements.

You will mentor engineers, shape technical roadmaps, and ensure ethical AI practices while delivering scalable, cost-efficient cloud infrastructure and robust