Machine Learning Engineer
Core
Designing, training, and deploying machine learning models and data products, specifically leveraging large language models and prompt engineering.
Role type
Machine Learning Engineer
Builds
Data products and machine learning models
Domain
Artificial Intelligence / Large Language Models
Deliverable
production ML models
Required skills
Python, machine learning model training and evaluation, prompt engineering, web services development, containerization (Docker), database management, CI/CD pipelines
Preferred skills
FastAPI, PostgreSQL, Celery, AWS, Modal, Git, Airflow, NumPy, Pandas/Polars
Technologies
PyTorch, FastAPI, PostgreSQL, Celery, Docker, AWS, Modal, Git, Airflow, NumPy, Pandas, Polars
Responsibilities
Train and evaluate machine learning models, develop data products using large language models, implement web services and programming solutions, manage containerized environments and CI/CD pipelines
Seniority
Mid-level, hands-on IC