Machine Learning Engineer: Attribute Enrichment (Remote)
Overview
Constructor.io powers product search and discovery for the largest retailers in the world, like Sephora and Backcountry, serving billions of requests every year. The Attribute Enrichment team plays a central role in implementing algorithms and training ML models to enhance customers' lives by enriching product attributes.
Job Description
Constructor.io powers product search and discovery for the largest retailers in the world, like Sephora and Backcountry, serving billions of requests every year. Each year we are growing in revenue and scale by several multiples, helping customers in every eCommerce vertical around the world. We love working together to help each other succeed, and are committed to maintaining an open, cooperative culture as we grow. We get to the right answer with empathy, ownership and passion for making an impact.
Responsibilities
- - Build and deploy robust ML systems of attribute enrichment for products with the usage of state-of-the-art ML techniques
- - Collaborate with technical and non-technical business partners to develop analytical dashboards that describe the impact of Attribute Enrichment algorithms to stakeholders
- - Improve business KPIs by validating hypotheses with new ML approaches & techniques for attribute enrichment
Required Skills
- - 2+ years of professional experience in applied machine learning
- - Excellent skills delivering & communicating business value
- - Proficiency with Python, SQL and the big data stack for end-to-end ML product development
- - Comprehensive knowledge of classical machine learning, including ranking & classification
- - Experience with deep learning, including neural networks and representation learning
- - Skills designing, conducting & analyzing A/B tests
- - Strong knowledge of data structures, algorithms and their trade-offs
- - A proven track record of software architecture & design skills
- - Experience with a public cloud like AWS, Azure or GCP
Benefits
- - Fully remote team - choose where you live
- - Work from home stipend
- - Apple laptops provided for new employees
- - Training and development budget for every employee, refreshed each year
- - Parental leave for qualified employees
- - Work with smart people who will help you grow and make a meaningful impact
- - The compensation range for this position is between a base range of 90-110k USD + stock options + stipends
About the company
Constructor’s AI-powered search and product discovery platform delivers unmatched KPI optimization and fast ROI for enterprise ecommerce brands — while giving customers a personalized, enjoyable shopping experience.