Related skills
etl sql python machine learning scala📋 Description
- Design and implement automated, reusable training pipelines for scalable models
- Build ETL pipelines with feature engineering for pricing inputs
- Develop and deploy real-time ML pricing to production
- Monitor latency, drift, and skew; optimize model integrity
- Run champion–challenger tests to surface pricing improvements
- Collaborate with data scientists, engineers, and product teams
🎯 Requirements
- 5+ years of experience in production ML systems or large-scale pricing
- Proficiency in Python, Scala, and SQL for production ML
- Experience in data modelling, software architecture, and distributed data processing
- Deep understanding of ML algorithms for pricing, demand forecasting
- Strong analytical skills and attention to detail
- Clear, collaborative communication across teams
🎁 Benefits
- Well-funded startup with competitive pre-IPO equity
- Company covers 100% of group insurance premiums
- Life, short-term and long-term disability coverage
- HSA for medical and dental expenses
- Telemedicine services for employees and dependents
- RRSP plan with pre-tax withdrawals
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