200+ applicants

Company

Playwire · 3 days ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

5+ years exp

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Responsibilities

Train, test, deploy, and maintain models that learn from data across hundreds of thousands of interactions per second to predict future behaviors in real time

Provide SME guidance for Data and Engineering teams on ML software engineering principles, model deployments, and platform capabilities

Process data and information at a massive scale, and perform A/B testing tasks on statistical models, ML algorithms, and deployed systems

Design and execution of multivariate experiments, KPI rationalization, establish measurement protocols with and without controlled setup, arbitrate over statistical and business significance

Build and Deploy capabilities for automating model scoring/Inferencing of ML models

Communicate complex analytic findings and insights effectively to stakeholders at all levels

Improve modeling infrastructures, labels, features and algorithms towards robustness, automation and generalization, reduce modeling and operational load

Develop and implement advanced ML models, such as gradient boosted decision tree, graph neural networks, deep and reinforcement learning models, to solve critical business problems

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningStatistical AnalysisML FrameworksData ProcessingModel DeploymentForecasting ModelsData IntuitionMSAd-Tech ExperienceDevOps PracticesAWS InfrastructureSnowflake Database

Required

5+ years related experience with developing machine learning models and conducting statistical analysis

2+ years experience & proficiency with ML frameworks such as scikit-learn, SparkML, TensorFlow, PyTorch, pandas, etc.

2+ years experience with forecasting models such as Prophet, ARIMA, and mSSa

Strong foundation in Machine Learning, with a proven track record of developing and deploying ML models at scale

Strong background in data processing and can demonstrate strong data intuition and end-to-end ownership of our systems - from data collection, feature selection, and processing to running ML systems in production

Ability to draw insights and conclusions from data to inform model development and business decisions

Preferred

MS or PhD in Data Science, Computer Science, Engineering, Statistics, Economics, Physics or related quantitative field (e.g. Econometrics, Mathematics)

Ad-Tech experience

Experience with DevOps practices, CI/CD, IaC

Experience AWS infrastructure

Experience with Snowflake database technology

Professional experience as a software engineer

Company

Playwire

Playwire is a web-based platform offering online video hosting service for encoding, hosting, syndication and monetization.

Founded in 2007

Deerfield Beach, Florida, USA

51-200 employees

http://www.playwire.com

H1B Sponsorship

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