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12 дней назад

Senior Data Scientist (Machine Learning)

90 000 - 180 000$
Формат работы
onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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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

hirify.global 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 hirify.global.
  • Equal opportunity employer.
  • Drug-free workplace with a zero-tolerance policy for illegal drugs and alcohol.

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