Location: Los Angeles, California, us
Job Summary:
Job Duties:
- Develop and enhance personalization, recommendation, and predictive algorithms.
- Maintain and optimize production algorithms.
- Explain methodologies to technical and non-technical teams.
- Collaborate for algorithm refinement and performance enhancement.
- Innovate machine learning products for new features.
- Establish best practices for development and deployment.
- Identify personalization opportunities with stakeholders.
Required Skills (Keywords):
- Machine learning
- Python
- Tensor-based frameworks (PyTorch, TensorFlow)
- Scalable code
- Data analysis
- Natural language processing
- AWS, Docker, Airflow
- Data visualization (Tableau, Looker)
- Statistical analysis
- Communication skills
Required Experiences (Topics):
- 7+ years analytical experience
- 5+ years developing machine learning models
- Experience in production systems
- In-depth understanding of recommendation engines
- Production ML pipeline experience
- Big-data solutions engineering
Job URLs: