Staff Machine Learning Engineer, Ads Content Understanding
Tasks
- Apply LLM and modern ML best practices
- Build signals pipelines and signals registry
- Champion responsible AI bias safety explainability
- Define SLOs and production monitoring
- Design MLOps pipelines across ML lifecycle
- Develop evaluation and quality monitoring systems
- Drive design reviews and technical standards
- Lead commercial content understanding roadmap
- Operationalize content understanding signals for ads
- Own ACU signals and ML systems
- Provide technical leadership and mentorship
Perks/Benefits
- 401k employer match
- Family planning support
- Flexible vacation
- Gender-affirming care
- Health care benefits
- Income replacement programs
- Mental health and coaching benefits
- Paid parental leave
- Paid volunteer time off
- Professional development
Skills/Tech-stack
Batch Processing | Bias Mitigation | Classification | Evaluation | Experimentation | Feature Engineering | Fine Tuning | LLM-as-judge | Language Models | Language Processing | Large Language Models | MLOps | Machine Learning | Model Distillation | Model Interpretability | Monitoring | NLP | Natural Language | Natural Language Processing | Online Serving | Prompt engineering | PyTorch | Python | Safety | Sequence Modeling | Session Modeling | Streaming Data | TensorFlow
Education
N/A
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