ML Engineer
HackerRankabout 2 hours ago
Bengaluru, India
Mid Level / Senior
H1B Sponsor
Responsibilities
- Standardize model quality definitions and reporting across integrity signals.
- Own performance improvement strategies for each signal and explore new architectures.
- Define ML strategies for new signals from scratch, including data requirements.
- Continuously monitor and evaluate new models in the assessment fraud landscape.
- Surface edge cases and build training data to improve model resilience.
- Drive strategic decisions on new signal development and model usage.
Requirements
- Experience shipping ML systems in production.
- Deep intuition for identifying precision leaks in models.
- Ability to think in systems, integrating accuracy, data pipelines, and outcomes.
- Strong understanding of evaluation methodologies and their importance.
- Curiosity about adversarial dynamics and model vulnerabilities.
Categories
AI & MLData Science