19 часов назад
Applied Scientist, AWS Marketing Science (AI)
172 400 - 223 400$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied Scientist, AWS Marketing Science (AI): Building and improving machine learning models for customer segmentation, lead scoring, account prioritization, and marketing measurement with an accent on deep learning, multimodal data, and production-grade ML pipelines. Focus on predictive modeling, causal inference, A/B testing, model evaluation, and deployment with AWS SageMaker and MLflow.
Location: USA — Austin, Texas; Seattle, Washington; Arlington, Virginia; or New York, New York
Salary: $142,800–$193,200 annually in Austin, Arlington, or Seattle; $172,400–$223,400 annually in New York
Company
Web Services builds machine learning models and measurement systems that support marketing decisions, including attribution, ROI measurement, propensity scoring, account and lead clustering, and next-best-action models.
What you will do
- Build and iterate on predictive lead-scoring models for customer acquisition, conversion, and retention.
- Develop ML pipeline components for data preprocessing, feature engineering, model training, and inference integration.
- Apply multimodal modeling to text, graph, behavioral, and temporal data at account and lead levels.
- Conduct A/B testing, causal inference, counterfactual analysis, and offline and online model evaluation.
- Partner with MLOps engineers on deployment, monitoring, and retraining using AWS SageMaker, MLflow, and internal tools.
- Contribute to science reviews, technical publications, and patent filings.
Requirements
- PhD, or a master's degree plus 2+ years of experience in computer science, computer engineering, machine learning, or a related field.
- 2+ years of experience building models for business applications.
- Experience with patents or publications at top-tier peer-reviewed conferences or journals.
- Programming experience in Java, C++, Python, or a related language.
- Experience with algorithms and data structures, numerical optimization, data mining, parallel and distributed computing, or high-performance computing.
Nice to have
- Professional software development experience.
Culture & Benefits
- Health, dental, vision, prescription, life, and AD&D insurance options.
- 401(k) matching, paid time off, and parental leave.
- Flexible Spending Accounts, Employee Assistance Program, mental health support, and medical advice services.
- Adoption and surrogacy reimbursement coverage.
- Inclusive workplace with accommodation support during hiring and onboarding.
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