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Machine Learning Engineer: Personalization

Constructor
Contract type
Ongoing
Work mode
100% remote
Experience
Mid-level · 3+ years

Job description

Key details

  • Improve personalized experience across different products, domain verticals and platforms
  • Improve business KPIs by validating hypotheses around personalization
  • Research different personalization approaches to provide the best outcome to the business
  • Model user interactions to provide the best experience to shoppers
  • Collaborate with technical and non-technical business partners to develop and update personalization capabilities
  • Communicate with stakeholders within and outside the team
  • Company mission
  • Constructor is an AI-first ecommerce search and discovery platform that helps shoppers find the right products at the right time and enables leading global e-commerce brands to drive meaningful revenue and conversion gains

Primary stack

Core technologies

Python (Programming Language)SQLAWS

Benefits

  • Work with smart and empathetic people who will help you grow and make a meaningful impact
  • Regular team offsite events to connect and collaborate
  • Fully remote team - choose where you live
  • Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year
  • Work from home stipend
  • Apple laptops provided for new employees
  • Training and development budget for every employee, refreshed each year
  • Maternity & Paternity leave for qualified employees
  • Base salary: $80k–$120K USD, depending on knowledge, skills, experience, and interview results
  • Stock options - offered in addition to the base salary

Requirements & details

  • 3+ years of professional experience in applied machine learning
  • Proficiency with Python, SQL and the big data stack for end-to-end ML product development
  • Experience building, shipping, and maintaining personalization / recommender / ranking systems in production
  • Experience with any of the major public cloud platforms will be a plus
  • Experience with design and analysis of A/B tests
  • Great skills delivering & communicating business value to stakeholders
  • Excellent English communication skills
  • Experience collaborating in cross-functional teams
  • Ability to work autonomously and independently
  • Proactivity
  • Python, SQL, AWS
  • Python (Programming Language)
  • SQL
  • AWS

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