Manager, Machine Learning (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Manager, Machine Learning (AI): Leading a team of ML data scientists to develop fraud detection, risk assessment, and identity resolution models with an accent on the full data science lifecycle. Focus on designing feature engineering pipelines, driving statistical rigor in experiments, and monitoring model quality in production.
Location: Remote (Must be based in the US)
Salary: $180,000–$210,000 per year
Company
provides AI-driven post-purchase solutions for retailers to enhance customer satisfaction and fraud detection.
What you will do
- Lead ML data scientists through the full lifecycle from experimentation and development to evaluation and monitoring.
- Translate business problems into framed ML solutions and define success metrics.
- Design and maintain feature engineering pipelines for model development.
- Ensure statistical rigor in experiment design and evaluation before and after launch.
- Monitor production model quality, detect data drift, and manage retraining cycles.
- Mentor, coach, and hire ML talent while performing technical design and code reviews.
Requirements
- 6+ years of experience building and deploying production machine learning systems.
- 2+ years of experience mentoring and managing ML teams.
- Strong proficiency in Python and SQL.
- Deep understanding of ML fundamentals, model selection, and evaluation methodology.
- Hands-on experience with PyTorch, scikit-learn, and XGBoost.
- Must be based in the United States.
Nice to have
- Experience building fraud detection or risk assessment systems.
- Expertise with cloud ML platforms, particularly AWS SageMaker.
- Experience with graph data and graph-based models (e.g., PyTorch Geometric).
- Knowledge of model monitoring and observability tooling such as Arize.
Culture & Benefits
- Full medical, dental, and vision benefits.
- Equity/Stock options in an early-stage, fast-growing startup.
- Generous and flexible paid time off policy.
- 401(k) plan with financial guidance from Morgan Stanley.
- Collaborative and supportive environment with a diverse team.
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