Software Engineer II, Machine Learning

Overview

Machine Learning Engineer - II

Poshmark is a leading social marketplace for new and secondhand style for women, men, kids, home, and more. By combining the human connection of physical shopping with the scale, ease, and selection benefits of ecommerce, Poshmark makes buying and selling simple, social, and fun.

The Machine Learning team is a central player in the Poshmark organization. Our mission is to build a world-class machine learning platform to bring value out of data for us and for our customers. Our goal is to democratize data science and machine learning, support exploding business, and use machine learning to drive value across the chain (Search, personalization, fraud detection, catalog digitisation to name a few)

The Machine Learning Engineering team at Poshmark is looking for an experienced machine learning engineer to take care of Poshmak’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

Why Poshmark?

Poshmark is a leading social marketplace for new and secondhand style for women, men, kids, pets, home, and more. By combining the human connection of physical shopping with the scale, ease, and selection benefits of ecommerce, Poshmark makes buying and selling simple, social, and sustainable. Its community of more than 70 million registered users across the U.S., Canada, and Australia is driving the future of commerce while promoting more sustainable consumption. For more information, please visit www.poshmark.com, and for company news and announcements, please visit investors.poshmark.com. You can also find Poshmark on Instagram, Facebook, Twitter, Pinterest, and YouTube.

About Us:

At Poshmark, we’re constantly challenging the status quo and are looking for innovative and passionate people to help shape the future of Poshmark. We’re disrupting the industry by combining social connections with e-commerce through data-driven solutions and the latest technology to optimize our platform. We’re nothing without our amazing team who deliver an unparalleled social shopping experience to the millions of people we connect each day.

We built Poshmark around four core values:

• Focus on People to create empowered communities that drive success;
• Together we Grow to support each other to strive for our dreams;
• Lead with Love to foster genuine connections built upon a foundation of respect; and
• Embrace your Weirdness to accept and empower one another on their own unique journey.
• We’re invested in our team and community, working together to build an entirely new way to shop. That way, when we win, we all win together. Come help us build the most connected shopping experience ever.