AI/ML Engineer — Build & Deploy Intelligent Pipelines

MyGeeksGuide Ltd; Long Beach (CA); On-site; USD 105,000 - 115,000; Full time

Job summary

CarParts.com in Long Beach, CA is seeking an AI/ML Engineer to design, train, and deploy models powering search, recommendations, and content generation. You will build agentic AI pipelines that orchestrate LLMs, tools, and retrieval from data prep to production deployment.

The role requires hands-on PyTorch and Python/SQL skills, experience with large datasets and cloud platforms, and the ability to collaborate across engineering, product, and marketing to integrate AI services.

Qualifications

• Bachelor's degree in CS/Statistics/Math with 2 years of relevant experience or a Master's degree.
• Strong ML fundamentals: supervised/unsupervised learning, loss functions, optimization, regularization, evaluation metrics, experimental design.
• Hands-on deep learning experience with PyTorch; familiarity with Hugging Face Transformers, TensorFlow, or similar frameworks.
• Proficiency in Python and SQL, including writing and optimizing queries over large datasets.
• Proficiency with Git and GitHub workflows and CI/CD tools such as Jenkins for automated testing, training, and deployment.
• Experience building LLM-based or agentic AI pipelines (prompt design, tool use, RAG, evaluation).
• Experience with large datasets and cloud platforms (Databricks, AWS, GCP).
• Good communication skills to explain technical findings to non-technical stakeholders.
• Bachelor's or Master's degree in Data Analytics, Statistics, Marketing, Business Analytics, or related field.

Responsibilities

• Design, train, evaluate, and deploy ML models (ranking, retrieval, embeddings, NER, classification).
• Build and maintain agentic AI pipelines that orchestrate LLMs, tools, and retrieval.
• Write efficient SQL and Python to build training datasets from large-scale data.
• Own the full model lifecycle: version code/models in GitHub, automate training/deployment via Jenkins, monitor production.
• Collaborate with engineering, product, and marketing to integrate models and AI services.
• Evaluate model performance with offline metrics and online A/B tests; iterate based on results.
• Stay current with AI/ML advancements and identify opportunities to apply new techniques.

Skills

Python

SQL

Git workflows

ML fundamentals

Prompt design & LLMs

Communication

Education

Bachelor's degree in CS/Statistics/Math

Master's degree in related field

Data Analytics/Statistics/Business Analytics degree

Tools

PyTorch

Hugging Face Transformers

TensorFlow

Databricks

AWS

GCP

Jenkins

Docker

LangGraph

MCP

OpenSearch/Elasticsearch

Job description

CarParts.com in Long Beach, CA is seeking an AI/ML Engineer to design, train, and deploy models powering search, recommendations, and content generation. You will build agentic AI pipelines that orchestrate LLMs, tools, and retrieval from data prep to production deployment.

The role requires hands-on PyTorch and Python/SQL skills, experience with large datasets and cloud platforms, and the ability to collaborate across engineering, product, and marketing to integrate AI services.