Senior Data Scientist
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (ML): Leverage expertise in machine learning and statistical modeling to solve complex business problems and drive data-driven decisions with an accent on feature engineering, model development, and production deployment. Focus on building predictive models, evaluating impact via A/B testing, and presenting insights to stakeholders.
Location: Work From Home 100% of the time, or come in to one of our global offices (Peru/Piura mentioned). Up to you.
Company
American software development and technology advisory firm bringing top-tier engineering talent to clients around the world for custom product development, staff augmentation, and integrations.
What you will do
- Understand business needs, translate them into technical projects, and identify data sources for aggregations and feature engineering.
- Write Python code for visualizations, model building, and implementation.
- Develop, validate, and deploy advanced machine learning models for predicting outcomes and informing decisions.
- Build production-ready predictive models including real-time scoring and model-driven workflows.
- Assess model impact using A/B testing and experiments to optimize business results.
- Present results to non-technical stakeholders to drive adoption of predictive models.
Requirements
- Master’s or Ph.D. in Statistics, Economics, or related quantitative field.
- 4+ years of data science experience.
- Proficiency in SQL and Python.
- In-depth knowledge of statistics and ML algorithms (K-Means, Linear Regression, GLM, Random Forest, GBM, XGBoost, segmentation).
- Excellent communication and collaboration skills for cross-functional projects.
- Excellent verbal and written English communication skills.
Culture & Benefits
- Supportive team of engineers and project managers in an upbeat work environment.
- Generous vacation schedule.
- Brand new laptop and other perks.
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