Senior Machine Learning Engineer II - FlightAware (Remote)
RTX Corporation21 hours ago
Remote, United StatesSenior
Base Salary
$132k - $252k/yr
Responsibilities
- Build next-generation machine learning models for FlightAware Foresight products.
- Improve existing models for runway landing times, gate arrival times, taxi durations, and other aviation predictions.
- Work with historical datasets containing hundreds of millions of examples and complex data types such as time series, images, and video.
- Optimize model performance and efficiency for live predictive aviation data products.
- Contribute ideas and solve open-ended machine learning problems within an agile development environment.
Requirements
- Bachelor-level STEM education with at least 8 years of relevant experience, or an advanced related degree with at least 5 years of experience.
- Strong knowledge of Python.
- Experience with TensorFlow/Keras or PyTorch.
- Experience working with complex data types, including time series, image, or video data.
- Ability to work within an agile development style.
- Preferred experience includes Kubernetes, AWS, GPU acceleration, graph neural networks, weather or geospatial datasets, Prometheus, Grafana, Thanos, Dagster, Airflow, Iceberg, Spark, Elasticsearch, and hybrid cloud/on-premises Kubernetes infrastructure.
- Must be authorized to work in the U.S. without current or future company immigration sponsorship.
Benefits
- Remote U.S. work arrangement, primarily from home, with potential travel to a site and possible in-person interview steps.
- Medical, dental, and vision insurance.
- Three weeks of vacation for newly hired employees.
- 401(k) plan with employer matching and separate employer retirement contributions, including a Lifetime Income Strategy option.
- Tuition reimbursement and student loan repayment programs.
- Life, disability, pet, home, auto, accident, critical illness, legal, and identity-theft coverage options.
- Birth, adoption, parental leave, adoption assistance, fertility, family planning, autism, employee assistance, wellness, virtual doctor, elder care, and second-opinion healthcare benefits.
Tech Stack
Categories
About RTX Corporation
RTX Corporation builds aerospace and defense systems through its Collins Aerospace, Pratt & Whitney, and Raytheon businesses, serving commercial aviation, the U.S. government, and allied militaries. Its products range from aircraft engines and avionics to radars, missiles, and command-and-control software, sold via long-term OEM programs and defense contracts. Formed in 2020 by the Raytheon–United Technologies merger, RTX is headquartered in Arlington, Virginia and trades on the NYSE as RTX.