ML Engineer - Advertising
Tasks
- Analyze large scale production data
- Apply deep learning and generative AI
- Build production machine learning systems
- Collaborate with product managers and engineers
- Contribute to ML engineering and experimentation processes
- Design machine learning models for ad ranking and recommendation
- Develop advertiser optimization services
- Engineer features and train models
- Evaluate models and deploy to production
- Iterate on system efficiency
- Mentor junior engineers
- Monitor production model performance
- Track key metrics for relevance revenue latency reliability
- Translate business goals into machine learning solutions
Perks/Benefits
- N/A
Skills/Tech-stack
Data Pipelines | Data Structures | Data Structures and Algorithms | Deep learning | Feature Engineering | Generative AI | Hadoop | Huggingface | Machine Learning | Model Evaluation | Model Training | Production Machine Learning | PyTorch | Python | Ray | SQL | Scala | Spark | System design | VLLM
Education
Regions
Countries
States
Cities
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