Staff Machine Learning Engineer

April 13

SurveyMonkey

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The world’s leading survey software. On a mission to help people turn their curiosity into action.

1001 - 5000

💰 $250M Private Equity Round on 2014-12

Description

• Design and implement secure, scalable, and high-performance pipelines managing the end-to-end lifecycle of ML models • Offer strong technical leadership skills and educate leadership on decisions affecting ML • Integrate, test, and monitor ML model services across product portfolio • Collaborate closely with SurveyMonkey's application engineers • Use applied machine learning techniques at significant scale and generally in real-time • Be a fun team member to work with

Requirements

• Build and maintain ML systems using Python (including Pandas, NumPy, PySpark, etc.) for efficient ML operations • 10+ years of MLOps experience in designing and implementing ML cloud infrastructure using AWS services • Lead requirements collection, negotiate architectural decisions, and ensure platform scalability • Deep understanding of machine learning algorithms • Design machine learning platforms for reuse and scalability, incorporating telemetry for failure mode analysis • Mastery of machine learning concepts like supervised and unsupervised learning • Comfortable with Unix/Linux systems, strong communication, and documentation skills

Benefits

• Work with a global leader in online surveys and forms • Empower people with insights for decision-making • Accelerate machine learning adoption • Delight customers at every stage of their journey • Opportunity to work on the complete ML operations pipeline