Machine Learning Engineer
4 hours ago
About SurveyMonkey
SurveyMonkey is a global leader in online surveys and forms that empowers people with the insights they need to make decisions with speed and confidence. Our fast, intuitive feedback management platform connects millions of users worldwide with real-time AI-powered insights that drive meaningful decisions. We provide answers to more than 20 million questions every day so that people and organizations can attract new audiences, delight customers, create advocates, and extend their competitive advantage in the marketplace. Our vision is to raise the bar for human experiences by amplifying individual voices.
What We're Looking For
At SurveyMonkey, we harness AI and Machine Learning to delight customers at every stage of their journey. The Machine Learning Platform (MLP) team owns the complete ML operations pipeline. You will be a driving force for a team that builds and enhances a platform that accelerates machine learning adoption across SurveyMonkey's product portfolio. You will report to the Director of Machine Learning.
Key Responsibilities
- Design and implement secure, scalable, and high-performance pipelines managing the end-to-end lifecycle of ML models.
- Offer strong technical leadership skills, have served as a consultant to management and internal/external spokesperson for the ML team, and educate and influence leadership on decisions affecting ML.
- Integrate, test, and monitor ML model services across our product portfolio.
- Collaborate closely with SurveyMonkey's application engineers.
- Use applied machine learning techniques that include generative AI, natural language processing, classification, spam detection, personalization/ranking, etc.
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 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.
Nice to Have
- Experience with operating computational clusters for training ML models.
- Proven track record in deploying end-to-end solutions with creative problem-solving skills to handle a high volume of throughput.
Our Commitment to an Inclusive Workplace
SurveyMonkey is an equal opportunity employer committed to providing a workplace free from harassment and discrimination. We celebrate the unique differences of our employees because that is what drives curiosity, innovation, and the success of our business. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, gender identity or expression, age, marital status, veteran status, disability status, pregnancy, parental status, genetic information, political affiliation, or any other status protected by the laws or regulations in the locations where we operate. Accommodations are available for applicants with disabilities.
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