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About the Role:
- Own production ML models for churn, retention, account health, and segmentation.
- Turn analytical insights into production-ready changes in Go.
- Build automated evaluation and monitoring systems.
Key Accountabilities:
- Optimize model performance using structured customer and product usage data.
- Use time-based backtesting and fixed test sets to prevent data leakage.
- Investigate prediction errors and improve data quality.
Requirements:
- At least 5 years of applied ML experience with production systems.
- Strong SQL skills and ability to integrate models into Go code.
- Experience with model evaluation, error analysis, and product engineering.
Benefits:
- Full-time remote work for candidates based in India.
- Direct ownership of customer-facing ML quality.
- Professional growth in applied ML and production engineering.
Partner Company
The company builds data-driven customer decision products powered by machine learning. It is a US-based product-focused organization that values independent problem-solving, rigorous experimentation, and measurable business impact.