Senior Machine Learning Engineer, Ads Content Understanding
New
R
RedditTechnology, Advertising
Remote - United StatesFull-TimeSenior
Salary$216,700 — $303,400 USD
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Job Details
- Experience
- 5+ years
- Required Skills
- PythonMachine LearningPyTorchTensorflowSoftware EngineeringNLP
Requirements
- 5+ years of relevant MLE experience delivering production ML systems (models, pipelines, serving) at scale.
- Demonstrated Senior-level technical leadership in architecture decisions, standards, and design reviews.
- Experience building and shipping NLP, language models, or content understanding models to production.
- Strong communication skills with the ability to explain complex technical trade-offs to cross-functional stakeholders.
- Strong software engineering fundamentals and solid ML intuition.
- Proficiency in Python and experience with machine learning frameworks like PyTorch or TensorFlow.
- Experience with production-quality code, ideally including one statically typed language (Go, Java, or C++).
- Experience with offline training, feature pipelines, online serving, and experimentation for high-traffic surfaces.
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 for production models.
- Provide technical leadership and mentorship to engineers, conduct design reviews, and set technical standards.
- Develop evaluation and quality monitoring systems for content understanding signals using SOTA LM-judge practices.
- Drive operational excellence by defining SLOs, alerting, and dashboards for signal coverage, latency, precision, recall, and cost.
- Build and evolve content understanding capabilities for commercial conversations and operationalize them as robust signals.
- Drive LLM and modern ML best practices including prompting, fine-tuning, distillation, and safety harnessing.
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