Senior ML Engineer II — Remote, Aviation Intelligence

Collins Aerospace; Raleigh (NC); Remote; USD 132,000 - 252,000; Full time

Benefits offered by this job

Medical insurance

Vacation time and PTO

401(k) plan with company match

Tuition reimbursement

Life insurance

Job summary

Collins Aerospace is seeking a Machine Learning Engineer on the Aviation Intelligence team to build next‑generation ML models powering Foresight products for global airlines and airports.

You will work with large datasets including time series and multimedia data, using TensorFlow or PyTorch and Python in a remote-friendly environment. Strong math, statistics and agile development experience are highly valued.

Qualifications

• Degree in STEM with required experience or an advanced degree with relevant experience.
• Authorized to work in the U.S. without sponsorship now or in the future.
• Strong knowledge of Python.
• Experience with deep learning frameworks: TensorFlow/Keras or PyTorch.
• Experience with time series, image, video data.
• Ability to work within an agile development style.

Skills

Python

Time series data

Agile development

Statistical modeling

Education

STEM degree

Advanced degree

Tools

TensorFlow

PyTorch

Kubernetes

AWS

GPU acceleration

Job description

Collins Aerospace is seeking a Machine Learning Engineer on the Aviation Intelligence team to build next‑generation ML models powering Foresight products for global airlines and airports.

You will work with large datasets including time series and multimedia data, using TensorFlow or PyTorch and Python in a remote-friendly environment. Strong math, statistics and agile development experience are highly valued.