6 часов назад
Sr. Manager Data Science (AI)
175 700 - 206 700$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Manager Data Science (AI) (ML, forecasting, MLOps): Leading a data science team that turns commercial questions into production machine learning and analytics systems with an accent on pricing and elasticity, demand and POS forecasting, category insights, and AI-agent models. Focus on building reproducible ML lifecycles, agent-assisted workflows, model monitoring, and connecting measurable model outcomes to business decisions.
Location: Marysville, OH, United States
Salary: $175,700–$206,700 per year, plus eligibility for corporate bonus programs.
Company
is a consumer products company developing and commercializing lawn, garden, and related products.
What you will do
- Lead the ML and analytics portfolio covering pricing and promotion elasticities, POS and demand forecasting, category and market analysis, audience activation, and models powering AI agents.
- Frame ambiguous commercial questions as modeling problems and deliver forecasting, causal, regression, classification, boosting, and other modern ML solutions.
- Introduce AI coding and analysis agents for EDA, profiling, feature engineering, hyperparameter search, and monitoring with human review at key decisions.
- Establish reproducible ML delivery practices, including CI/CD, versioning, lineage, staged rollouts, monitoring, retraining, rollback, governance, APIs, and model services.
- Coach, develop, recruit, and grow data scientists and senior analysts while setting technical standards.
- Partner with Product Owners, Data Engineering, and build teams to connect model performance with forecast accuracy, margin, conversion, and revenue.
Requirements
- Strong foundations in ML algorithms and statistics, including forecasting, causal and elasticity modeling, boosting, and classical ML.
- Production-quality Python with reproducible pipelines, Git, testing, containers, and APIs.
- Hands-on experience with mature MLOps, ML CI/CD, model and data versioning, lineage, monitoring, retraining, rollback, and governance.
- Daily experience with AI coding and analysis tools plus knowledge of LLM evaluation, RAG, embeddings, vector search, agent workflows, and failure modes.
- Experience leading and developing a data science team and prioritizing work across stakeholders.
- Ability to connect modeling work to measurable business outcomes and communicate with non-technical leaders.
Nice to have
- CPG, retail, or commercial analytics experience, including pricing, promotion, POS, category, or shopper analytics.
- Databricks, Google Cloud, BigQuery, Vertex AI, GKE, and GitLab experience.
- Experience feeding models into agent platforms or LLM-based systems.
- Advanced degree in a quantitative discipline or equivalent applied experience.
Culture & Benefits
- Medical, dental, and vision coverage for employees and dependents.
- Wellness reimbursement, a 401(k) match of up to 7.5%, and a company stock discount.
- Career development through varied exploration and learning opportunities.
- Family planning support, including up to $30,000 for adoption, fertility, and surrogacy.
- Employee Resource Groups and opportunities for community service and volunteerism.
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