C
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
