Software Engineer, Machine Learning
Tasks
- Analyze data and build hypotheses for model improvement
- Build automated bidding targeting and pacing models
- Develop CTR/CVR prediction models
- Develop ML models for feed quality and engagement
- Develop user understanding models
- Extract candidate ads and rank ads with personalization models
- Improve personalization using LLM
- Run A B tests to improve ad efficiency and user experience
- Use LLM to improve ad targeting accuracy
- Validate improvements with online experiments
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Automated bidding | B testing | BigQuery | CTR Prediction | CVR Prediction | Cloud Dataflow | Computer Vision | Data Analysis | Deep learning | Experiment design | Graph Neural Networks | Kubeflow | Language Models | Language Processing | Large Language Models | Machine Learning | Natural Language | Natural Language Processing | Neural Networks | Personalization | Ranking Systems | Recommendation Systems | Reinforcement Learning | TFX | Targeting | TensorFlow Serving
Education
N/A
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