Job Summary
A company is looking for a Senior Machine Learning Engineer, Real-Time Bidding.
Key Responsibilities
- Research, design, and implement advanced ML models for conversion rate prediction and value estimation
- Build robust feature pipelines with BigQuery and Dataflow for low-latency inference
- Deploy and monitor models in production using Vertex AI and develop MLOps frameworks
Required Qualifications
- 5+ years of ML engineering experience with end-to-end deployment in production
- Proficiency in Python and ML frameworks (TensorFlow, PyTorch, or Scikit-learn)
- Experience with cloud ML platforms, preferably GCP (Vertex AI, Dataflow, Pub/Sub, BigQuery)
- Familiarity with MLOps practices, including CI/CD for ML and monitoring
- Strong data skills in SQL, feature engineering, and big data processing
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