Poshmark - Senior Data Scientist - Artificial Intelligence/Machine Learning (6-9 yrs)

About the job :

Confidence can sometimes hold us back from applying for a job. Heres a secret: there's no such thing as a "perfect" candidate. Poshmark is looking for exceptional people who want to make a positive impact through their work and help create an organization where everyone can thrive. So whatever background you bring with you, please apply if this role would make you excited to come to work every day.

Job Description :

Senior Data Scientist II

Are you passionate about the power of data and excited to leverage cutting-edge AI/ML to drive business impact? At Poshmark, we tackle complex challenges in personalization, trust & safety, marketing optimization, product experience, and more.

Why Poshmark?

As a leader in Social Commerce, Poshmark offers an unparalleled opportunity to work with extensive multi-platform social and commerce data.

With over 130 million users generating billions of daily events and petabytes of rapidly growing data, youll be at the forefront of data science innovation. If building impactful, data-driven AI solutions for millions excites you, this is your place.

What Youll Do :

- Drive end-to-end data science initiatives, from ideation to deployment, delivering measurable business impact through projects such as feed personalization, product recommendation systems, and attribute extraction using computer vision.

- Collaborate with cross-functional teams, including ML engineers, product managers, and business stakeholders, to design and deploy high-impact models.

- Develop scalable solutions for key areas like product, marketing, operations, and community functions.

- Own the entire ML Development lifecycle: data exploration, model development, deployment, and performance optimization.

- Apply best practices for managing and maintaining machine learning models in production environments.

- Explore and experiment with emerging AI trends, technologies, and methodologies to keep Poshmark at the cutting edge.

Your Experience & Skills :

Experience :

- 6-9 years of building scalable data science solutions in a big data environment.

- Experience with personalization algorithms, recommendation systems, or user behavior modeling is a big plus.

Machine Learning Knowledge :

- Hands-on experience with key ML algorithms, including CNNs, Transformers, and Vision Transformers.

- Familiarity with Large Language Models (LLMs) and techniques like RAG or PEFT is a bonus.

Technical Expertise :

- Proficiency in Python, SQL, and Spark (Scala or PySpark), with hands-on experience in deep learning frameworks like PyTorch or TensorFlow.

- Familiarity with ML engineering tools like Flask, Docker, and MLOps practices.

- Mathematical Foundations: Solid grasp of linear algebra, statistics, probability, calculus, and A/B testing concepts.

- Collaboration & Communication: Strong problem-solving skills and ability to communicate complex technical ideas to diverse audiences, including executives and engineers.

About Us :

- 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.

Why Poshmark?

At Poshmark, were constantly challenging the status quo and are looking for innovative and passionate people to help shape the future of Poshmark.

Were disrupting the industry by combining social connections with e-commerce through data-driven solutions and the latest technology to optimize our platform.

Were 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: 1) focus on people to create empowered communities that drive success; 2) together we grow to support each other to strive for our dreams; 3) lead with love to foster genuine connections built upon a foundation of respect; and 4) embrace your weirdness to accept and empower one another on their own unique journey.

Were 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. We will set you up with comprehensive global and in-country benefits to support you and your family needs. Poshmark is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees