Senior Data Scientist (Optimization Python)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Optimization, Python): Building advanced optimization and analytics solutions to support cargo and network planning processes with an accent on translating real operational constraints into mathematical models and production-ready systems. Focus on designing and implementing optimization models using mixed integer programming and constraint programming, solving scheduling and routing problems with operational constraints, and scaling solutions for large-scale challenges using heuristics and decomposition.
Location: Monterrey (Mexico), Montevideo (Uruguay), Rosario (Argentina), Remote (Argentina), Remote (Colombia)
Company
Global outsourcing company working on optimization solutions for cargo planning platforms with a medium-sized cross-functional team (10-20 people).
What you will do
- Analyze cargo and network planning problems using data analysis and optimization techniques
- Design and implement optimization models with mixed integer programming and constraint programming
- Translate operational rules into validated mathematical formulations and solve scheduling/routing problems
- Apply heuristics, warm starts, and decomposition for scaling large problems
- Build reproducible Python pipelines with logging, testing, and version control
- Create visualizations for operational understanding and collaborate with stakeholders to refine models
Requirements
- Fluency in Spanish and intermediate working proficiency in English
- At least 5 years in data science, optimization, or operations research
- Hands-on with mixed integer programming and/or constraint programming (CP SAT)
- Experience solving scheduling, routing, or network optimization problems
- Strong Python with software engineering practices (testing, modular design)
- Strong SQL, data analysis, and building reproducible pipelines
- Experience scaling models with heuristics/decomposition and Agile environments
- Strong communication with technical and non-technical stakeholders
Nice to have
- Experience in cargo, airline, logistics, or transportation domains
- Familiarity with fleet, maintenance, hub, or capacity planning
- Cloud data platforms like BigQuery or Dataflow
- Background in combinatorial optimization
Culture & Benefits
- Vacation as per laws of your country
- Health insurance for you and loved ones
- Sick pay: 10 days without doctor's note, then per local laws
- Time off for state holidays per official calendar
- Pleasant environment with corporate parties and get-togethers
- Comfort service for technical and everyday work issues
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