Poshmark

Software Engineer II, Machine Learning

Poshmark • $120K — $145K *
Redwood City, CA 94061In-Person
Information Technology
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • 2-3 years software engineering experience with data-intensive applications
  • Strong understanding of data science concepts and the machine learning lifecycle
  • Experience with Spark and SQL, with backend API development skills
  • Willingness to explore and adopt new technologies
  • Ability to collaborate with cross-functional teams like Data Science and Engineering

Responsibilities

  • Develop tools to make machine learning more accessible across the organization
  • Deploy machine learning models in partnership with Data Science and Engineering teams
  • Support and enhance existing machine learning platforms
  • Evolve current technology stacks to meet new requirements

Benefits

  • Exposure to cutting-edge technologies in machine learning and data engineering
  • Collaborative environment with cross-disciplinary teams
  • Opportunities for professional growth and skill development
  • Ability to make a meaningful impact on production systems
  • Flexible and innovative work culture
Full Job Description
The Machine Learning Engineering team at Poshmark is looking for an experienced machine learning engineer to take care of Poshmark's requirement to take machine learning models with varying requirements to production ..

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


Desired Skills & Experience:
  • 2-3 years of relevant software engineering experience with data intensive applications
  • Good understanding of data science concepts and machine learning lifecycle
  • Good understanding of spark and sql and prior experience with writing backend apis
  • Flexible and open to trying out newer technologies and adopting them as and when needed.


Technologies we use:
  • Flask, Docker, Kubernetes
  • Redis, Redshift, MongoDB, Kafka, RabbitMQ, Kinesis
  • sklearn, pyTorch, Tensorflow, Spark
  • Mlflow, Sagemaker, Kibana, Airflow

About Poshmark

Poshmark is an online marketplace that allows users to buy and sell new and used clothing, shoes, and accessories. The company was founded in 2011 and is headquartered in Redwood City, California. Poshmark's platform is designed to make it easy for users to buy and sell items, with features like in-app payments, shipping labels, and seller ratings. Poshmark has raised over $150 million in funding and has been recognized as one of the fastest-growing companies in the United States.
Learn more about Poshmark
Size
600 employees
Market Cap
$1.4 billion
Industry
Retail & Consumer Goods
Net Income
$6.1 million
Founded
2011
Revenue
$262 million
NASDAQ
POSH
* Ladders Estimates

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