Gen AI Engineer: Production ML & LLM Specialist

Realign Llc; Renton (WA); Presencial; USD 120.000 - 210.000; Jornada completa

Descripción de la vacante

Realign Llc is seeking a hands-on AI/ML Engineer to design, fine-tune, and deploy generative models for diverse applications in a production environment.

The role emphasizes building robust data pipelines, optimizing LLMs for NLP tasks, and collaborating with product and data teams to deliver scalable AI solutions on cloud platforms. Proficiency in Python and modern ML libraries is required.

Formación

• Experience in machine learning, data science, or related fields.
• Hands-on experience with generative models (GANs, VAEs, diffusion models) and LLMs.
• Experience with ML frameworks (TensorFlow, PyTorch, JAX).
• Familiarity with cloud environments (AWS Sagemaker, Azure ML, or GCP AI Platform).
• Strong programming skills in Python (preferred) or similar languages.
• Proficiency in libraries like Hugging Face, LangChain, or NVIDIA BioNeMo.
• Knowledge of Docker, Kubernetes, and CI/CD pipelines for deployment.
• Understanding of NLP, computer vision, or multimodal AI techniques.
• Strong problem-solving skills and a passion for AI-driven innovation.
• Experience with Retrieval-Augmented Generation (RAG) and vector databases (e.g., Pinecone, Weaviate, Milvus).

Responsabilidades

• Design, fine-tune, and deploy generative AI models for various applications.
• Train and optimize large language models for NLU, summarization, and conversational AI.
• Develop and maintain robust data pipelines for model training and inference.
• Clean, preprocess, and manage large-scale datasets to support AI projects.
• Implement ML models in production environments using TensorFlow, PyTorch, or Hugging Face.
• Optimize models for performance, scalability, and cost on cloud platforms.
• Collaborate with product managers, data engineers, and software developers to align AI solutions with business objectives.
• Stay updated with latest Gen AI and ML research and advancements.
• Monitor deployed models for performance and accuracy; implement retraining and versioning strategies.
• Ensure systems meet ethical, privacy, and compliance standards.

Conocimientos

Machine learning

Data science

Problem solving

Python

NLP

Multimodal AI

Collaboration

Herramientas

TensorFlow

PyTorch

JAX

AWS SageMaker / Azure ML / GCP AI Platform

Hugging Face

LangChain

NVIDIA BioNeMo

Docker

Kubernetes

CI/CD pipelines

Descripción del empleo

Realign Llc is seeking a hands-on AI/ML Engineer to design, fine-tune, and deploy generative models for diverse applications in a production environment.

The role emphasizes building robust data pipelines, optimizing LLMs for NLP tasks, and collaborating with product and data teams to deliver scalable AI solutions on cloud platforms. Proficiency in Python and modern ML libraries is required.