Senior Software Engineer II
Core
Design and implement secure, highly scalable, and high-performance pipelines governing the end-to-end lifecycle of ML models for SurveyMonkey's survey and form platform.
Role type
Senior IC Machine Learning Platform Engineer
Builds
ML cloud infrastructure and robust ML systems supporting Generative AI, NLP, and real-time classification
Domain
AI/ML infrastructure on AWS
Deliverable
production ML models
Required skills
Python, PyTorch, transformers, AWS services, PySpark, Unix/Linux, supervised/unsupervised learning, LLMs, NLP, real-time application deployment
Preferred skills
mentoring junior engineers, architectural best practices, telemetry implementation
Technologies
Python, Pandas, NumPy, PyTorch, transformers, AWS, PySpark
Responsibilities
Build and maintain robust ML systems; Design ML cloud infrastructure; Collaborate on integrating ML model services; Act as a consultant on ML tooling; Incorporate telemetry for failure analysis; Mentor junior engineers
Seniority
Senior, hands-on IC with mentorship responsibilities