Senior ML Engineer — Remote, Aviation Intelligence

Collins Aerospace; Austin (TX); A distancia; USD 132.000 - 252.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Medical, dental, vision insurance

3 weeks vacation

401(k) with match

Tuition reimbursement

Student Loan Repayment

Descripción de la vacante

Collins Aerospace is seeking a Machine Learning Engineer for the Aviation Intelligence team. You will build next‑generation ML models powering Foresight products, handling large datasets and real‑time aviation data.

The role emphasizes open-ended problem solving, efficiency, and collaboration in a small team within a larger organization. Ideal candidates combine deep learning expertise with data engineering skills, enjoy working on impactful aviation challenges, and thrive in an agile

Formación

• Requires STEM degree with 8+ years experience or advanced degree with 5+ years experience.
• Must be authorized to work in the U.S. without sponsorship now or in the future.
• Strong knowledge of Python and experience with deep learning frameworks (TensorFlow, Keras or PyTorch).
• Experience with complex data types (time series, image, video) and agile development.

Conocimientos

Python

TensorFlow/Keras

PyTorch

Time series

Agile

Educación

STEM degree

Advanced degree

Herramientas

Kubernetes

AWS

GPU acceleration

Descripción del empleo

Collins Aerospace is seeking a Machine Learning Engineer for the Aviation Intelligence team. You will build next‑generation ML models powering Foresight products, handling large datasets and real‑time aviation data.

The role emphasizes open-ended problem solving, efficiency, and collaboration in a small team within a larger organization. Ideal candidates combine deep learning expertise with data engineering skills, enjoy working on impactful aviation challenges, and thrive in an agile