Machine Learning Engineer

Desired knowledge, experience, competence, skills etc

• 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.

(Optional) Experience working with GCP.

What 3 things from the box above are most important?

• 5+ years of hands-on experience building and deploying production ML solutions.
• Strong understanding of core ML concepts and deep learning methods.

Proficiency with Vertex AI, GCP, Hugging Face, transformers, PyTorch, scikit-learn, Airflow, GitHub, vector search, and knowledge graph technologies. Strong programming skills in Python, Go, or Rust, along with solid SQL data-manipulation skills.