5 дней назад
Senior Data Scientist (ML + GenAI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (ML + GenAI) (Machine Learning, Generative AI): Designing and deploying production-ready forecasting, predictive modeling, optimization, and dynamic scheduling solutions with an accent on time series modeling, structured data, and cloud-based ML pipelines. Focus on building monitoring and retraining systems, developing mathematical optimization solutions, and collaborating with clients to turn operational challenges into measurable business outcomes.
Location: Colombia or Chile; remote or office work
Company
delivers AI and data science solutions through an AI and Data Science Center of Excellence with more than 170 experts.
What you will do
- Design and deploy time series forecasting models for demand prediction, trend analysis, and business planning.
- Build end-to-end ML pipelines for tabular data, including ingestion, feature engineering, training, validation, and cloud deployment.
- Translate operational challenges into scalable forecasting, scheduling, and optimization solutions.
- Develop mathematical optimization and dynamic scheduling systems with OR-Tools or PuLP.
- Apply statistical analysis and predictive modeling to generate actionable insights from structured and temporal data.
- Maintain model monitoring, retraining, evaluation, documentation, and stakeholder communication processes.
Requirements
- Advanced Python proficiency and hands-on experience with scikit-learn, XGBoost, LightGBM, statsmodels, and Prophet.
- Strong knowledge of time series forecasting, statistics, hypothesis testing, regression analysis, and causal inference.
- Experience with mathematical optimization, dynamic scheduling, structured data, feature engineering, preprocessing, and temporal dependencies.
- Hands-on experience deploying ML models to cloud platforms and maintaining production-ready pipelines.
- Hands-on experience with Generative AI and agentic systems.
- Master's or Ph.D. in Computer Science, Mathematics, Statistics, Operations Research, or a related field; upper-intermediate or higher English proficiency is required.
Culture & Benefits
- Collaboration with Data Scientists, ML Engineers, and Architects in a 170+ person Center of Excellence.
- Opportunities to contribute to Generative AI and agentic systems initiatives.
- Work remotely or from an office in Colombia or Chile.
- Collaboration with technical and non-technical stakeholders on client-facing solutions.
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