Remote AI/ML Data Engineer — Edge & LLM Systems

Wiraa; United States; Híbrido; USD 140.000 - 210.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Meaningful national security projects

Elite team with immediate impact

Cutting-edge hardware

Professional development support

Flexible work arrangements

Descripción de la vacante

MAG Aerospace is seeking an Artificial Intelligence / Machine Learning Data Engineer to lead the development of intelligent systems for processing complex sensor data into actionable insights.

This hybrid role offers remote work with occasional on-site presence at our offices in Fairfax, VA and other US locations. The ideal candidate has strong data engineering and model development experience and is US citizenship eligible for security clearances.

Formación

• 5+ years of experience in ML, AI, and data engineering.
• Proficiency in Python and ML frameworks (PyTorch, TensorFlow, JAX).
• Experience with transformers, diffusion models, and neural ODEs.
• Hands-on with LLM deployment and optimization (vLLM, TGI, llama.cpp).
• Strong data engineering skills with Spark, Airflow, and dbt.
• Experience with SQL/NoSQL databases at scale; vector DBs like Pinecone/Weaviate/pgvector.
• CV libs: OpenCV, PIL; familiar with edge devices and MLOps.

Responsabilidades

• Develop and optimize data-centric AI solutions including computer vision pipelines for object detection, tracking, and classification.
• Implement retrieval-augmented generation (RAG) systems and agentic workflows.
• Design and deploy edge-optimized AI models using TensorRT, ONNX, and quantization techniques.
• Build and maintain ETL, feature engineering, and model training pipelines.
• Create dashboards with BI tools to provide operational insights.
• Implement multi-modal sensor fusion algorithms across visual, thermal, acoustic, and RF data.
• Develop data lakes/warehouses and real-time streaming architectures.
• Develop conversational AI interfaces using open-source LLMs like Llama and Mistral.
• Establish data quality standards and governance; validate models and tests.

Conocimientos

Python

PyTorch

TensorFlow

JAX

LLM deployment

Spark

Airflow

dbt

SQL

NoSQL

Pinecone

Weaviate

pgvector

OpenCV

PIL

MLOps

US citizenship

Security clearance

Educación

Bachelor's degree in CS/EE

Master's degree preferred

Herramientas

TensorRT

ONNX

CUDA

LangChain

AutoGPT

CrewAI

Tableau

PowerBI

Grafana

MLflow

Kubeflow

Weights & Biases

Descripción del empleo

MAG Aerospace is seeking an Artificial Intelligence / Machine Learning Data Engineer to lead the development of intelligent systems for processing complex sensor data into actionable insights.

This hybrid role offers remote work with occasional on-site presence at our offices in Fairfax, VA and other US locations. The ideal candidate has strong data engineering and model development experience and is US citizenship eligible for security clearances.