Description:
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 have the opportunity to impact all parts of our business: determining what inventory assortment to buy, optimizing the lifespan of that inventory, establishing the right network of warehouses & transportation methods to best serve our customers, personalizing the user experience, optimizing user acquisition & retention, investigating how we can improve customer service by serving the right information at the right time, optimally pricing clothing rentals and sales, forecasting demand and more.
What You’ll Do
- 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.
About You
- 5+ years work experience building data products, preferably with Python , and integrating them into internal and customer-facing applications in production environments. Bonus points if you’ve: built & maintained services using AWS, GCP ; deployed & maintained production deep learning models using frameworks such as Tensorflow, PyTorch, Keras in a business environment.
- 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.
- Experience transforming vague problems into algorithmic solutions
- 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.
- Owner’s mindset. No job is too big or too small, and you always leave things better than you found them.
- An innate curiosity and an open mind.
Benefits
At Rent the Runway, we’re committed to the happiness and wellbeing of our employees, and aim to create a workplace that fosters both personal and professional growth. Our inclusive benefits include, but are not limited to:
- Generous Paid Time Off including annual leave, 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!
- Competitive Stakeholder Pension - taking care of your future.
- Comprehensive health, dental care and dependents care from day 1 of employment - Your health comes first and we’ve got you covered.
- 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.