Stitch Fix is looking to improve its personalization capabilities by developing the next generation of machine learning systems.
Requirements
- Experience building, deploying and maintaining high performing, resilient, and scalable real time machine learning systems
- Familiarity with the fundamentals of ML in at least one of these areas: supervised learning, recommendation systems, or deep learning
- Familiarity with Python and modern ML frameworks such as PyTorch or TensorFlow
Responsibilities
- Building, production-izing and scaling of machine learning models
- Improving how we serve real time recommendations in production at scale
- Creating the infrastructure that allows us to build the next generation of recommendation systems
- Collaborating with data scientists on a variety of sophisticated machine learning algorithms
- Working closely with partners in ML Platform Eng, Engineering, Product and Merchandising teams
Other
- Clear communicator who can get buy-in from partners
- Curious, inspired to take on new challenges and calculated risks
- Team player, able to balance time against multiple systems and work streams with defined objectives
- Bachelor's, Master's, or Ph.D. degree in Computer Science, Mathematics, Statistics, or related field
- US-based employees are eligible for medical, dental, vision, and other benefits
