Senior AI/ML Engineer (Inventory Forecasting)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior AI/ML Engineer (Inventory Forecasting): Building and optimizing advanced inventory forecasting and decision systems with an accent on time-series modeling, statistical methods, and LLM-based agent workflows. Focus on creating end-to-end ML pipelines to drive business decisions in pricing and demand planning.
Location: Remote (Global). Hours: Must be available 9am - 6pm Eastern Time
Salary: $20–$40 / hour
Company
is a data-driven company focused on leveraging advanced AI to solve complex challenges in a rapidly evolving market.
What you will do
- Develop and optimize inventory demand forecasting models using ML and statistical methods.
- Own the entire ML lifecycle from data collection and feature engineering to deployment and monitoring.
- Create decision systems to support inventory planning, pricing, and demand management.
- Build scalable data pipelines and API integrations for internal and external data sources.
- Implement LLM/AI-agent workflows to translate domain logic into automated processes.
Requirements
- 5+ years of Python experience in production ML systems.
- Expertise in time-series modeling, seasonality, and demand planning.
- Strong background in statistical modeling (ensemble methods, cross-validation, feature engineering).
- Proven experience shipping ML models that drive real-world business decisions.
- Ability to handle messy real-world data, including bias correction and distribution shifts.
- Work Hours: Must be aligned with 9am - 6pm Eastern Time
Nice to have
- Experience in Amazon marketplace, e-commerce, or retail analytics.
- Familiarity with similarity-based methods (kNN, embeddings, vector search).
- Experience maintaining long-lived model systems through multiple iteration cycles.
- Prior startup or founder-adjacent experience.
Culture & Benefits
- Full remote work from anywhere with a global team.
- Strong emphasis on work-life balance.
- Opportunities to shape the role and grow with the company.
- Innovative culture passionate about data-driven success.
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