12 дней назад
Senior Data Scientist (Machine Learning)
90 000 - 180 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Machine Learning): Developing and deploying statistical, NLP, transformer-based, and anomaly-detection models for tariff calculation and large-scale analytics with an accent on feature engineering, experimentation, and production scalability. Focus on building model monitoring for data and model drift, optimizing multi-stage model ensembles, and enabling real-time and batch inference in cloud environments.
Location: 811 Excellence Dr., Bentonville, AR 72716, United States
Salary: $90,000–$180,000 per year
Company
develops advertising and analytics solutions within Walmart's retail ecosystem.
What you will do
- Develop customized statistical, machine learning, NLP, transformer-based, computer vision, and anomaly-detection models for tariff calculation and business analytics.
- Perform exploratory data analysis, hypothesis testing, A/B testing, experimentation, trend analysis, cluster analysis, and statistical inference.
- Engineer and refine features, tune model parameters, select evaluation metrics, and validate model accuracy, fit, robustness, and performance.
- Design data models, establish unified data stores, and process large-scale data through scheduled Airflow pipelines.
- Deploy machine learning models to the cloud for real-time inference and batch processing.
- Build model monitoring frameworks for data drift and model drift, supporting production readiness, scalability, and long-term maintenance.
Requirements
- Master's degree or equivalent in Computer Science, Statistics, Engineering, or a related field plus 1 year of analytics experience; or bachelor's degree or equivalent plus 3 years of analytics experience.
- Experience developing machine learning, statistical, and transformer-based models for tariff calculation.
- Strong Python programming skills and experience with SQL, Java, or C++ in object-oriented development.
- Experience with NLP, unsupervised learning, network analysis, feature engineering, parameter tuning, and model deployment.
- Experience with Airflow, large-scale batch processing, cloud inference, model monitoring, Tableau, and Excel pivot tables and charts.
- Knowledge of model testing and validation, including ROC curves, chi-square tests, root mean square error, static testing, dynamic testing, software composition analysis, and manual penetration testing.
Culture & Benefits
- Full-time employment with .
- Equal opportunity employer.
- Drug-free workplace with a zero-tolerance policy for illegal drugs and alcohol.
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