AI/ML Engineer / Python Developer with LLM exp - Charlotte, NC (H...
Career Mentors, LLC - Charlotte, North Carolina, United States, 28245
Work at Career Mentors, LLC
Overview
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Overview
AI/ML Engineer / Python Developer
with proven experience in
Large Language Models (LLMs) ,
GPU-based computing , and
cloud-native architecture on GCP . The ideal candidate will possess a strong background in API development, distributed computing, and deploying AI/ML solutions at scale using modern tools and frameworks. Design, develop, and deploy AI/ML models with a focus on
generative AI
using frameworks like
LLaMA
and
Mistral .
Optimize model training and inference on
GPU clusters , using
multi-GPU training
techniques.
Develop and expose
RESTful APIs
using
FastAPI ,
Unicorn , and
Swagger
for AI model integration.
Architect and maintain
cloud-native applications
on
Google Cloud Platform (GCP) , including use of
TPUs and GPU instances .
Build and scale data pipelines with
Apache Kafka
for real-time data streaming and use
Apache Spark (PySpark)
for distributed data processing.
Implement and support
Kubernetes -based infrastructure for scalable model training and deployment.
Develop back-end services and APIs using
Python
and
Django .
Configure and manage
NVIDIA GPU drivers and environments
for high-performance computing.
Work collaboratively in a fast-paced, hybrid work environment and contribute to continuous integration and deployment practices.
710 years
of total experience in software engineering and AI/ML. Hands-on experience with
Python ,
FastAPI ,
Unicorn ,
Swagger ,
Django .
Strong understanding of
Generative AI frameworks
(e.g., LLaMA, Mistral).
Deep expertise in
GPU-accelerated training , with proficiency in
TensorFlow Distributed ,
PyTorch Distributed , and
Horovod .
Proficiency in
Apache Kafka ,
Apache Spark (PySpark) , and
Kubernetes .
Demonstrated experience with
GCP
services, particularly with
TPUs
and
GPU-enabled compute instances .
Experience in building and deploying scalable
cloud-native architectures
and microservices.
Excellent problem-solving, communication, and teamwork skills.
Contributions to open-source LLM projects or experience training LLMs from scratch.
Familiarity with MLOps practices and frameworks.
TopTech Talent is proud to be an equal opportunity workplace and is an affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, citizenship status, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.
Third-party recruiters, please do not reach out for this role.
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