Software Engineer II, Machine Learning

Poshmark
Redwood City
Workplace: OnsiteFull timeFunction: Software EngineeringExperience: 2-3 yearsSkills: ["Flexibility","Openness to new technologies"]

Build and productionize machine learning models with varying requirements, working closely with Data Science and other engineering teams. Develop tools and infrastructure to help democratize ML across the organization, and maintain/support existing ML platforms as you evolve them to newer technologies and architectures. You’ll apply strong understanding of the ML lifecycle and data-intensive systems while working with modern frameworks and data platforms.

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FursaFursa
Poshmark
Poshmark
2 days 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: 2 hours agoStatus: Live
Reposted: similar role first listed 3 months ago

Job Summary

Build and productionize machine learning models with varying requirements, working closely with Data Science and other engineering teams. Develop tools and infrastructure to help democratize ML across the organization, and maintain/support existing ML platforms as you evolve them to newer technologies and architectures. You’ll apply strong understanding of the ML lifecycle and data-intensive systems while working with modern frameworks and data platforms.
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 newer technologies and adopting them as needed.
Experience:2-3 yearsData-intensive applications
Skills:FlexibilityOpenness to new technologies
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