Machine Learning Engineer: Recall Team (Remote)
Overview
Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor's AI-first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver highly personalized experiences that drive impressive results. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, home24, Maxeda Brands, Birkenstock and The Very Group. Constructor is a U.S. based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick. For more, visit: constructor.io.
Job Description
- Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter.
- Constructor's AI-first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver highly personalized experiences that drive impressive results.
- Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, home24, Maxeda Brands, Birkenstock and The Very Group.
- Constructor is a U.S. based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick.
- For more, visit: constructor.io.
- ML recall team consistency deliver KPI lifts for our customers in search and make our DS part more transparent for our customers.
Responsibilities
- - Build and deploy robust ML systems for search (including vector search, result filtering, related searches, etc)
- - Collaborate with technical and non-technical business partners to develop analytical dashboards that describe the impact of ML algorithms to stakeholders
- - Improve business KPIs by using new techniques/models and validating hypotheses
- - Help to make our system more transparent for our customers
Required Skills
- - Excellent NLP knowledge (especially transformer-based approaches)
- - Comprehensive knowledge of classical machine learning
- - Practical experience in the above
- - Extensive Python knowledge
- - Proficiency with big data stack for end-to-end ML product development
- - Skills designing, conducting, and analyzing A/B tests
- - Experience with Rust (or C/C++)
- - Experience with a public cloud like AWS, Azure, or GCP
- - Strong knowledge of data structures, algorithms and their trade-off
Benefits
- - Unlimited vacation time: we strongly encourage all of our employees take at least 3 weeks per year
- - A competitive compensation package including stock options
- - Company sponsored US health coverage (100% paid for employee)
- - Fully remote team - choose where you live
- - Work from home stipend! We want you to have the resources you need to set up your home office
- - 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
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.