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machine learning engineer
natural language processing
deep learning
predictive analytics
reverse logistics
3 days a week
in house
one time

Machine Learning Engineer

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Rent the RunwayBrooklyn, NY
  • Rent the Runway (RTR) is transforming the way we get dressed by pioneering the world's first Closet in the Cloud.
  • Founded in 2009, RTR has disrupted the $2.4 trillion fashion industry by inspiring women with a more joyful, sustainable and financially-savvy way to feel their best every day.
  • As the ultimate destination for circular fashion, the brand now offers infinite points of access to its shared closet via a fully customizable subscription to fashion, one-time rental or ownership.
  • RTR offers designer apparel, accessories and home decor from 700+ brand partners and has built in-house proprietary technology and a one-of-a-kind reverse logistics operation.
  • Machine learning engineers at Rent the Runway create data products that have tangible effects on our customer experience and internal operations.
  • You will own projects end to end, from framing which problems to tackle through transforming information from our massive data ecosystem into actionable insights, and ultimately building & integrating algorithms into our network of services in collaboration with our product & software engineering teams.
  • You will ideally focus on relevance engineering: cutting-edge recommender systems, information retrieval, search and discovery, personalized omnichannel outreach.
  • You will create delightful experiences for our customers and add intelligence to our operations to impact both the bottom line and top line of this fast-growing business.
  • Work on a team of peers in an environment that will keep you constantly challenged and learning new things every day.
  • Develop and deploy performant algorithms powering customer-facing applications that are core to our business and success.
  • Collaborate closely in an equal partnership with our business, product and engineering teams.
  • Have a significant voice both in what you work on and how the work is carried out.
  • You have 5+ years of work experience building data products, preferably with Python, and integrating them into internal and customer-facing applications in production environments.
  • You own your algorithms end to end.
  • Bonus points if you've built & maintained services using AWS, GCP.
  • You have experience working with a broad range of machine learning models to solve industry problems.
  • Bonus points for 2+ years experience with recommender systems / other forms of personalization and e-commerce optimization; information retrieval; deploying & maintaining production deep learning models using frameworks such as Tensorflow, PyTorch, Keras in business environment.
  • You have the ability and desire to own your project through its entire lifecycle, from data exploration and analysis to modeling, experimentation, production implementation, monitoring, and communication with stakeholders.
  • You have experience transforming vague problems into algorithmic solutions.
  • You desire to drive serious business impact and a bias to action.
  • You like to move fast, you follow through, and you're accountable to the results.
  • You have an owner's mindset.
  • No job is too big or too small, and you always leave things better than you found them.
  • You have an innate curiosity and an open mind.
  • At Rent the Runway, we're committed to the wellbeing of our employees, and aim to create a workplace that fosters both personal and professional growth.
  • Paid Time Off including vacation, paid bereavement, and family sick leave - every employee needs time to take care of themselves and their family.
  • Universal Paid Parental Leave for both parents + flexible return to work program - because we know your newest family member(s) deserve your undivided attention.
  • Paid Sabbatical after 5 years of continuous service - Unplug, recharge, and have some fun!
  • Exclusive employee subscription and rental discounts - to ensure you experience the magic of renting the runway (and give us valued feedback!)
  • Comprehensive health, vision, dental, FSA and dependent care from day 1 of employment - Your health comes first and we've got you covered.
  • 401k match - an investment in your future.
  • Company wide events and outings - our team spirit is no joke - we know how to have fun!
  • Hybrid Work - when our corporate employees return to the office post COVID they will have the option to work remotely 2-3 days a week, in accordance with Company policies.
  • RTR is requiring all US corporate employees to be fully vaccinated for COVID-19 in order to work in person, unless an employee requires a reasonable accommodation for medical or religious reasons.
  • If you believe that you may require an accommodation, please apply for any roles that interest you and if hired, you will receive information on how to request a reasonable accommodation after your start date.
  • RTR will evaluate all such requests in accordance with Company policy and applicable law.
  • Rent the Runway is an equal opportunity employer.

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