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- 5+ years of hands-on experience building and deploying production ML solutions.
- Proficiency with Vertex AI, GCP, Hugging Face, transformers, PyTorch, scikit-learn, Airflow, GitHub, vector search, and knowledge graph technologies.
- Strong understanding of core ML concepts and deep learning methods.
- Bonus: Practical experience with recommendation systems, reinforcement learning, or learning-to-rank models.
- Strong programming skills in Python, Go, or Rust, along with solid SQL data-manipulation skills.
- Demonstrated success deploying ML models to production and managing the full end-to-end ML lifecycle.
- Excellent communication and collaboration skills for working across teams.
- Experience working with GCP.
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