Senior Machine Learning Engineer, Ads Content Understanding
New
You can apply to work remotely in any country in which we have a physical presence.Full-TimeSenior
Salary$216,700 — $303,400 USD
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Job Details
- Experience
- 5+ years
- Required Skills
- PythonMachine LearningPyTorchTensorflowData modelingSoftware EngineeringNLP
Requirements
- 5+ years of relevant MLE experience delivering production ML systems at scale in content understanding or Ads.
- Demonstrated Senior-level technical leadership in architecture decisions, standards, and design reviews.
- Strong communication skills for explaining technical trade-offs to cross-functional stakeholders.
- Experience building and shipping NLP, language models, or content understanding models to production.
- Proficiency in Python and experience with PyTorch or TensorFlow.
- Experience designing offline training, feature pipelines, online serving, monitoring, and experimentation for high-traffic surfaces.
- Solid ML intuition with the ability to evaluate when to leverage hosted LLMs versus custom models.
Responsibilities
- Operate across the full ML lifecycle including problem framing, data, modeling, evaluation, deployment, monitoring, and on-call.
- Design scalable ML pipelines and champion responsible AI practices regarding bias, safety, and explainability.
- Provide technical leadership and mentorship to team members through design reviews and setting technical standards.
- Develop evaluation and quality monitoring systems using SOTA LM-judge practices.
- Drive operational excellence by defining SLOs, alerting, and dashboards for key signals.
- Build and evolve content understanding capabilities for commercial conversations and product entities.
- Lead distillation efforts to replace external APIs with in-house models while defining LLM best practices.
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