обновлено 36 минут назад
Senior Data Scientist (Optimization, Python)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Optimization, Python): Building scalable optimization and analytics systems for airline cargo and network planning with an accent on mathematical modeling, scheduling, routing, and operational data quality. Focus on designing mixed-integer and constraint-programming models, scaling large problems with heuristics and decomposition, and delivering reproducible production-ready decision-support pipelines.
Location: Monterrey, Montevideo, Rosario, or remote from Argentina or Colombia
Company
delivers technology solutions for clients, including data-driven systems for airline cargo and network planning.
What you will do
- Analyze cargo and network planning problems using data analysis and optimization techniques.
- Design mathematical models with mixed-integer programming and constraint programming.
- Solve scheduling and routing problems involving time windows, capacity limits, and operational constraints.
- Scale optimization models using heuristics, warm starts, and decomposition approaches.
- Build robust Python solutions, reproducible pipelines, automated tests, logging, traceability, and version control.
- Collaborate with operations, product, and engineering stakeholders and communicate model behavior, trade-offs, and limitations.
Requirements
- At least five years of experience in data science, optimization, or operations research.
- Hands-on experience with mixed-integer programming and/or constraint programming CP-SAT.
- Experience solving scheduling, routing, or network optimization problems.
- Strong Python, SQL, data analysis, data validation, and software engineering skills, including modular design and testing.
- Experience building reproducible analytical or optimization pipelines and integrating multiple data sources.
- Fluency in Spanish and intermediate working proficiency in English.
Nice to have
- Experience in cargo, airline, logistics, or transportation domains.
- Familiarity with fleet, maintenance, hub, or capacity planning constraints.
- Experience with cloud data platforms such as BigQuery or Dataflow.
- Background in combinatorial optimization.
Culture & Benefits
- Work with a cross-functional team using Agile practices.
- Vacation according to the laws of the country of employment.
- Health insurance for employees and dependents.
- Sick pay, including 10 days without a doctor's note.
- Time off for official state holidays according to the employee's country calendar.
- IT certification support and access to courses and learning platforms.
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