About the Role
5 + years of work experience
Advanced Degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning.
Proven ability to apply modeling and analytical skills to real-world problems.
Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.).
Solid programming skills in 2–3 languages out of R, SQL, Python, TensorFlow, PySpark, Java, JavaScript, or C++.
Absolutely must have: graduate school level knowledge of Revenue Management models and algorithms.
Experience (minimum 4 out of 7) with deployment of machine learning and statistical models on a cloud:
- MLOps within the enterprise CI/CD process for ML models
- Experience deploying ML APIs in production environments in GCP using GKE
- Experience in using GCP Vertex AI for ML and BigQuery
- Kn...
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