Staff Engineer, Machine Learning
full-time•India
About this role
About Poshmark
Poshmark is a leading fashion resale marketplace powered by a vibrant, highly engaged community of buyers and sellers and real-time social experiences. Designed to make online selling fun, more social and easier than ever, Poshmark empowers its sellers to turn their closet into a thriving business and share their style with the world. Since its founding in 2011, Poshmark has grown its community to over 130 million users and generated over $10 billion in GMV, helping sellers realize billions in earnings, delighting buyers with deals and one-of-a-kind items, and building a more sustainable future for fashion. For more information, please visit www.poshmark.com, and for company news, visit newsroom.poshmark.com.
Big Data team is a central player in the Poshmark organization. Our mission is to build a world-class big data platform to bring value out of data for us and for our customers. Our goal is to democratize data, support exploding business, build data and ML pipelines to fuel existing and new business critical initiatives.
We are looking for exceptional, creative and passionate Machine Learning engineers to join our ML and Big Data Team. You will be responsible for building and owning the next-generation of algorithms and systems that would have critical business impact for Poshmark and improve the user experience for our millions of users
Responsibilities
Explore large datasets, research and develop algorithms/models to solve interesting business problems.
Design and code highly scalable, machine learning applications processing large volumes of data.
Collaborate with multiple teams - data science, business, engineering and help deliver Machine learning based Data products across the company.
Develop best practices and tools to enable robust delivery of features
Design and improve architecture in order to ensure horizontal scalability at all layers
Ideal Candidate
Strong background in Machine Learning with deep understanding of algorithms and modeling techniques
8+ years of overall software development experience with at least 5+ years of industry experience applying Machine Learning to concrete problems
Great coding skills and strong software development experience with Big Data technologies & Machine Learning frameworks like SparkML, TensorFlow, PyTorch, Keras
Understanding of distributed systems, and large scale engineering challenges is plus
Technologies we use
Scala, Python
MongoDB, Redshift, Druid
Airflow, Jenkins
Spark, SparkML, Kinesis
What you'll do
- The Staff Engineer will explore large datasets and develop algorithms/models to solve business problems. They will design and code scalable machine learning applications and collaborate with various teams to deliver data products.
About Poshmark
Poshmark is a leading fashion resale marketplace powered by a vibrant, highly engaged community of buyers and sellers and real-time social experiences. Designed to make online selling fun, more social and easier than ever, Poshmark empowers its sellers to turn their closet into a thriving business and share their style with the world. Since its founding in 2011, Poshmark has grown its community to over 150 million users and generated over $10 billion in GMV, helping sellers realize billions in earnings, delighting buyers with deals and one-of-a-kind items, and building a more sustainable future for fashion.
Founded by Manish Chandra, Chetan Pungaliya, Gautam Golwala, and Tracy Sun, Poshmark began as a vision to revolutionize the shopping experience through technology. With the launch of the iPhone 4, our founders saw a future where technology could reinvent shopping by connecting and empowering everyday people to shop and sell from the palm of their hands. In turn, they created an end-to-end fashion resale marketplace inside an easy-to-use mobile app with three guiding principles: buying and selling on Poshmark should be simple, social, and sustainable.
For company news, please visit: newsroom.poshmark.com
For the latest community, product, and style updates, please visit: blog.poshmark.com
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Frequently Asked Questions
What does a Staff Engineer, Machine Learning do at Poshmark?
As a Staff Engineer, Machine Learning at Poshmark, you will: the Staff Engineer will explore large datasets and develop algorithms/models to solve business problems. They will design and code scalable machine learning applications and collaborate with various teams to deliver data products..
Is the Staff Engineer, Machine Learning position at Poshmark remote?
The Staff Engineer, Machine Learning position at Poshmark is based in India, India. Contact the company through Clera for specific work arrangement details.
How do I apply for the Staff Engineer, Machine Learning position at Poshmark?
You can apply for the Staff Engineer, Machine Learning position at Poshmark directly through Clera. Click the "Apply Now" button above to start your application. Clera's AI-powered platform will help match your profile with this opportunity and guide you through the application process.