Software Engineer II, Machine Learning

Poshmark
Redwood City
Workplace: OnsiteFull timeFunction: Software EngineeringSkills: ["Collaboration","Flexibility","Adaptability"]

Build and support a world-class machine learning platform by developing tools and infrastructure that help productionize ML models with varying requirements. Partner with Data Science and other Engineering teams to take models from experimentation to production, while maintaining and evolving existing platforms across newer stacks and architectures. Work with modern ML and data infrastructure to drive value across key use cases like search, personalization, fraud detection, and catalog digitization.

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FursaFursa
Poshmark
Poshmark
3 months ago

Software Engineer II, Machine Learning

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live

Job Summary

Build and support a world-class machine learning platform by developing tools and infrastructure that help productionize ML models with varying requirements. Partner with Data Science and other Engineering teams to take models from experimentation to production, while maintaining and evolving existing platforms across newer stacks and architectures. Work with modern ML and data infrastructure to drive value across key use cases like search, personalization, fraud detection, and catalog digitization.
Location: Redwood City
Workplace: Onsite
Employment Type: Full time
Job Function: Software Engineering
Seniority: Mid level

Key Responsibilities

  • •Build tools and infrastructure to democratize ML.
  • •Productionize ML models in collaboration with Data Science and other Engineering teams.
  • •Maintain and support existing platforms and evolve them to newer technology stacks and architectures.

Key Requirements

  • •2-3 years of relevant software engineering experience with data-intensive applications.
  • •Good understanding of data science concepts and the machine learning lifecycle.
  • •Good understanding of Spark and SQL, with prior experience writing backend APIs.
  • •Flexible and open to trying new technologies and adopting them as needed.
Experience:Machine learningData-intensive applications
Skills:CollaborationFlexibilityAdaptability
Tech Stack:FlaskDockerKubernetesRedisRedshiftMongoDBKafkaRabbitMQKinesisScikit-learnPyTorchTensorFlowSparkMLflowSageMakerKibanaAirflowSQL

Company Brief

Poshmark
Operates a social commerce marketplace for new and secondhand fashion, home goods, and beauty products. The platform lets users buy, sell, and share listings through a community-driven shopping experience.
Industry: Online Marketplaces
Company Size: Large (251 to 1,000 employees)
Revenue: USD 250M to 500M
Growth: Established Company
Funding: IPO / Publicly Listed
Headquarters: Redwood City, United States
Founded: 2011
WebsiteLinkedIn