Senior Machine Learning Engineer – Attribute Enrichment
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 is a company that powers product search and discovery for the largest retailers in the world. The Attribute Enrichment team focuses on implementing algorithms and training ML models to enhance product attributes, bringing value to customers.
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
- - Regular team offsites to connect and collaborate
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.
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