SurveyMonkey
The world’s leading survey software. On a mission to help people turn their curiosity into action.
1001 - 5000
Staff Machine Learning Engineer
2 days ago
🏡 Remote – Anywhere in California
SurveyMonkey
The world’s leading survey software. On a mission to help people turn their curiosity into action.
1001 - 5000
Description
• Design and implement secure, scalable, and high-performance pipelines managing the end-to-end lifecycle of ML models. • Offer strong technical leadership skills, educate and influence leadership on ML decisions. • Integrate, test, and monitor ML model services across product portfolio. • Collaborate closely with application engineers. • Use applied machine learning techniques including generative AI, natural language processing, etc. • Being fun to work with is definitely a plus!
Requirements
• 10+ years of MLOps experience in designing and implementing ML cloud infrastructure using AWS services. • Build and maintain ML systems using Python (including Pandas, NumPy, PySpark, etc.) for efficient ML operations. • Lead requirements collection, negotiate architectural decisions, and ensure platform scalability. • Deep understanding of machine learning algorithms including large language models, applying them effectively in ML projects. • Design machine learning platforms for reuse and scalability, incorporating telemetry for complex failure mode analysis. • Mastery of machine learning concepts like supervised and unsupervised learning, driving innovative solutions. • Comfortable with Unix/Linux systems, strong communication, and documentation skills. • Ability to deal well with ambiguity and deliver great results to meet changing needs.
Benefits
• Medical, dental, vision, life, and disability insurance • 401(k) retirement plan • Flexible spending & health savings account • Paid holidays • Paid time off • Employee assistance program • Other company benefits
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