Sr. Machine Learning Engineer
New
Australia, Canada, Germany, United Kingdom, United StatesFull-TimeSenior
Salary160,000 - 220,000 USD per year
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Job Details
- Experience
- 5+ years
- Required Skills
- PythonKubernetesMachine LearningPyTorchPandasSparkscikit-learnDistributed Systems
Requirements
- 5+ years of experience with Python in production environments
- 5+ years of experience applying machine learning using libraries such as PyTorch, scikit-learn, pandas, etc.
- Experience building and operating distributed systems in production (e.g., Kubernetes, microservices, streaming systems)
- Experience improving systems for ML experimentation and evaluation
- Experience with big data or streaming technologies (e.g., Spark, Flink, or similar)
- Strong mathematical foundation (e.g., degree in Computer Science, Mathematics, Statistics, Physics, or related field)
- Ability to travel to our office in Santa Barbara, CA, a few times per year
Responsibilities
- Design and operate production ML systems for large-scale, streaming data
- Own system reliability, performance, and observability in production environments
- Improve the speed and reproducibility of model evaluation and iteration
- Collaborate with researchers to productionize models and integrate them into distributed systems
- Contribute to the evolution of existing ML systems and infrastructure to improve scalability, maintainability, and performance
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