Senior Machine Learning Engineer
New
Los Angeles or RemoteFull-TimeSenior
Salary180,000 - 250,000 USD per year
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Job Details
- Experience
- 5+ years
- Required Skills
- PythonKafkaKubernetesMachine LearningPyTorchSparkTensorflowComputer Vision
Requirements
- 5+ years of experience in machine learning, recommendations/ranking systems, computer vision, multimodal representation learning, and/or natural language processing
- Proven track record of delivering machine learning models with business impact and shipping ML solutions to production
- Strong background in Python programming and ML frameworks like PyTorch, TensorFlow, Transformers, etc.
- Proficiency with ML platforms and tools for model experimentation, deployment, and monitoring
- Well-versed in software engineering design patterns, principles, architectures, and operations
- Experience with data processing at scale, including batch/streaming pipelines and data infrastructure tools like Kubernetes, Kafka, and Spark
- Excellent verbal and written communication skills with the ability to communicate complex topics to technical and non-technical stakeholders
Responsibilities
- Design and implement machine learning models to power highly personalized experiences throughout the Raya app
- Work in a high-impact environment with rapid development and product iteration
- Contribute to core ML platform components for scalable model training, deployment, and productionization
- Collaborate closely with cross functional stakeholders in data science, product management, and other engineering teams to shape roadmaps and initiatives
- Stay up-to-date with the latest research and advancements in recommendation systems and AI
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