about 4 hours ago
Remote, Canada
Senior
H1B Sponsor
Responsibilities
- Design and implement reusable automated training pipelines for consistent model delivery.
- Develop ETL pipelines with thoughtful feature engineering for clean model inputs.
- Deploy real-time machine learning pricing solutions from model to production.
- Monitor production systems for latency, drift, and training-service discrepancies.
- Conduct champion-challenger tests on pricing levers to identify improvements.
- Collaborate with data scientists and engineers to translate business needs into technical solutions.
Requirements
- 5+ years of experience in a similar role, ideally with production machine learning systems.
- Proficiency in Python, Scala, and SQL applied to production machine learning systems.
- Experience in data modeling, software architecture, and large-scale distributed data processing.
- Strong understanding of machine learning algorithms and their application in pricing and demand forecasting.
Benefits
- Competitive salary and pre-IPO equity program.
- 100% coverage of health insurance premiums.
- Life and short/long-term disability coverage.
- Health spending account for eligible medical and dental expenses.
- Access to telemedicine services for all employees and dependents.
- RRSP plan with pre-tax automatic withdrawals.
- Generous parental leave policy exceeding industry standards.
- Unlimited vacation policy.
- Travel allowance through Carrot Cash.
- Access to co-working space and home office allowance.
- Entrepreneurial culture encouraging risk-taking and innovation.
- Open communication with management and leadership.