The RealReal

The RealReal

United States

Staff Machine Learning Engineer – REMOTE

The RealReal is looking for a Staff Machine Learning Engineer who will set the technical direction of their team to build and deploy machine learning solutions. In this role, you will use state-of-the-art machine learning and computer vision techniques that help drive our authentication process. Authentication is core to our business and this Staff ML Engineer will have the opportunity to foster our company’s brand reputation by augmenting human intelligence – keeping fake items off our website. You will partner with Product, Engineering, and Business team stakeholders in the development of core technical solutions for our growing company.

*** This position is open to being remote anywhere in the U.S. OR in our SF HQ ***

What You Get To Do Every Day

  • Design and test machine learning models to create highly accurate systems used in operations
  • Take ownership of key components, ensuring that they meet the needs of the business
  • Write production quality code
  • Collaborate with senior management, product management, and other engineers in the development of product
  • Mentor team members to build the company‚Äôs overall expertise in machine learning and computer vision engineering
  • Work to make The RealReal an innovator in the space by bringing your passion and new ideas to work every day
  • Evangelize machine learning across the company and share your expertise

What You Bring To The Role

  • Quantitative degree
  • 5+ years experience in building and evaluating machine learning & deep learning models
  • 5+ years experience putting machine learning models into production
  • 2+ years experience designing computer vision models in a commercial setting
  • Experience with big data tools (Apache Beam, Spark, etc)
  • Experience with cloud technologies such as AWS/GCP
  • High degree of familiarity with: Sklearn, Tensorflow/Keras, Pytorch
  • Fluency in Python

About The RealReal

EngineeringEngineers at The Realreal are exposed to the latest technology and a data-driven culture on a daily basis. Our team is friendly, helpful, collaborative, and building real solutions that are core to our business. We're tackling some exciting problems in the sustainable fashion space, such as using machine learning technology to authenticate consigned items as genuine, simplifying consignment logistics, personalizing recommendations, optimizing pricing, and much more! The RealReal is a global company and we recognize that great talent can live anywhere, that is why we are open to talent in all of North and South America for the majority of our Engineering roles. We're also one of the largest users of Elixir in the United States and The RealReal is an active participant in the Elixir community.Machine Learning & Data ScienceWe use cutting edge models solve problems in the computer vision, constrained optimization, and the personalization space. Our collaborative and high-caliber team directly impacts all areas of the business through the use of computer vision, machine learning, and big data tools. We are constantly evaluating the best tooling to use in MLOps to streamline our output.At The RealReal, we do full stack ML on the most interesting projects in a wide array of fields, always pushing the limits.ITWe believe that new technology allows us to look at a problem in a new light and possibly find a better solution to the issue at hand.Our IT team provides support for application, hardware, and networking issues for our eCommerce company.We are responsible for prioritizing mission critical tasks and coordinating the construction and expansion of our systems for a company, at scale.We build for the future, see around corners, and focus on automating current and future processes through scripting.