Senior Machine Learning Engineer, Listing and Host Tools Data and AI
Airbnb
about 3 hours ago
Remote, United States
Senior
H1B Sponsor
Base Salary
$191k - $223k/yr
Responsibilities
- Work with large scale structured and unstructured data to build and improve machine learning models.
- Collaborate with software engineers, product managers, and data scientists to identify business opportunities and refine ML model requirements.
- Prototype machine learning use cases and iterate on requirements with stakeholders.
- Develop, productionize, and operate machine learning models and pipelines at scale.
- Design and build services and APIs for serving data-driven solutions.
Requirements
- 5+ years of industry experience in applied machine learning, with an MS or PhD in relevant fields.
- Experience in both natural language processing and computer vision.
- Strong programming skills in Scala, Python, Java, C++, or equivalent.
- Deep understanding of machine learning best practices and algorithms.
- Experience with technologies such as TensorFlow, PyTorch, Kubernetes, Spark, and Kafka.
- Industry experience in building end-to-end machine learning infrastructure.
- Exposure to architectural patterns of large-scale software applications.
- Familiarity with test-driven development and A/B testing.
Benefits
- Eligible for bonus, equity, benefits, and Employee Travel Credits.
- Remote work eligibility with occasional office attendance.
Tech Stack
Apache AirflowApache HiveApache KafkaApache SparkC++JavaKubernetesPythonPyTorchScalaTensorFlow
Categories
AI & MLData Science