AI/ML Tech lead with Gen AI

Artifintech; Rosemead (CA); Sur place; USD 180 000 - 240 000; Plein temps

Résumé du poste

ARTIFICIAL INTELLIGENCE TECHNOLOGIES LLC in California seeks an experienced ML engineer to design, deploy, and maintain production-grade Generative AI applications and APIs on GCP, focusing on Gemini models, RAG architectures, and vector databases.

You will build automated MLOps pipelines using Vertex AI, Kubeflow, Cloud Build, and Terraform, optimize resources for performance and security, and collaborate with data science, data engineering, and product teams to translate business needs into AI

Qualifications

• 5–8+ years of industry experience in machine learning.
• 3+ years hands-on building and deploying Generative AI models in production.
• Strong experience with Google Cloud Platform (GCP) and Vertex AI.
• Proficient in Python and data science libraries (scikit-learn, TensorFlow, PyTorch).
• Hands-on with LangChain, LlamaIndex, or Hugging Face.
• Strong SQL and unstructured data management.
• Familiarity with Docker, Kubernetes (GKE), and CI/CD tools.

Responsabilités

• Design, build, and maintain production-grade Generative AI applications and APIs on GCP.
• Develop automated MLOps pipelines using Vertex AI, Kubeflow, Cloud Build, and Terraform.
• Implement techniques like fine-tuning, quantization, and prompt engineering to improve accuracy and latency.
• Optimize GCP resources for performance, cost, and security (IAM, VPC).
• Collaborate with Data Science, Data Engineering, and Product teams to map AI roadmaps.
• Ensure compliance with data privacy, security regulations, and ethical AI standards.

Connaissances

Machine learning

LLMs production

Python

SQL

Data management

Outils

GCP

Vertex AI

BigQuery

Dataflow

Cloud Run

Kubeflow

Terraform

LangChain

LlamaIndex

Hugging Face

Docker

Kubernetes (GKE)

CI/CD

Vertex AI Vector Search

Pinecone

Chroma

Description du poste

Designing and deploying scalable, secure, and reliable LLM-based solution, implement Retrieval-Augmented Generation (RAG), model fine-tuning, and agentic workflows to solve complex business problems.

Key Responsibilities

• Design, build, and maintain production-grade Generative AI applications and APIs on GCP, focusing on Gemini models, RAG architectures, and vector databases.
• Develop automated MLOps pipelines (training, evaluation, monitoring, deployment) using Vertex AI, Kubeflow, Cloud Build, and Terraform.
• Implement techniques to enhance AI model performance, including fine-tuning, quantization (e.g., GPTQ, AWQ), and prompt engineering to improve accuracy and reduce latency.
• Optimize GCP resources for high-performance computing, ensuring scalability, cost-efficiency, and security (IAM, VPC).
• Partner with Data Science, Data Engineering, and Product teams to translate business requirements into technical AI/ML roadmaps.
• Ensure compliance with data privacy, security regulations (HIPAA, GDPR, if applicable), and ethical AI standards.

Required Qualifications

• 5-8+ years of industry experience in Machine Learning, with at least 3+ years of hands‑on experience in building and deploying Generative AI models and LLMs in a production environment.
• Proven experience withGoogle Cloud Platform (GCP)and its AI suite (Vertex AI, BigQuery, Dataflow, Cloud Run).
• Strong expertise inPythonand standard data science libraries (scikit-learn, TensorFlow, PyTorch).
• Hands‑on experience with framework tooling such asLangChain, LlamaIndex, or Hugging Face.
• Strong understanding of SQL and unstructured data management.
• Familiarity with Docker, Kubernetes (GKE), and CI/CD tools.

Preferred Qualifications

• Experience with multi-agent systems and orchestration (e.g., LangGraph, AutoGen).
• Deep knowledge of Vector Databases (e.g., Vertex AI Vector Search, Pinecone, Chroma).
• Demonstrated experience leading team projects and mentoring junior engineers.

ARTIFICIAL INTELLIGENCE TECHNOLOGIES LLC is an equal opportunity employer inclusive of female, minority, disability and veterans, (M/F/D/V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship/immigration status, veteran status or any other protected status. ARTIFICIAL INTELLIGENCE TECHNOLOGIES LLC will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will ARTIFICIAL INTELLIGENCE TECHNOLOGIES LLC require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract