3 дня назад
Senior Data Scientist (Airport Operations)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Airport Operations): Analyze airport operational and passenger experience data using statistical modeling, machine learning, natural language processing, and experimentation with an accent on segmentation, causal inference, and reproducible analytics. Focus on designing experiments, building lightweight ML and NLP models, and turning complex findings into actionable recommendations for strategic prioritization.
Location: Remote in Colombia, Mexico, or Uruguay
Company
provides technology services and supports global client projects in a flexible and collaborative environment.
What you will do
- Analyze airport operational and passenger experience challenges using statistical modeling, clustering, NLP, and exploratory data analysis.
- Apply hypothesis testing, inference, multivariate analysis, segmentation, PCA, embeddings, and dimensionality reduction.
- Build lightweight machine learning and NLP models for topic modeling, classification, and semantic grouping.
- Design experiments and use causal inference to evaluate business impact.
- Develop reproducible analytical pipelines and datasets with Python and SQL.
- Create decision-oriented dashboards and collaborate with product, airport operations, engineering, and data teams.
Requirements
- 5+ years of experience in Data Science, Applied Analytics, or a related field.
- Strong knowledge of statistics, experimental design, causal inference, machine learning, and NLP.
- Proficiency in Python, including Pandas, NumPy, scikit-learn, and StatsModels, plus advanced SQL skills.
- Experience building end-to-end machine learning models, reproducible pipelines, visualizations, and executive dashboards.
- Ability to communicate findings to technical, non-technical, and executive audiences and influence decisions through data.
- Fluency in Spanish and intermediate English are required.
Nice to have
- Experience in airport operations or logistics.
- Familiarity with GCP tools such as BigQuery, Dataform, Dataflow, and Pub/Sub.
- Experience scaling analyses and collaborating closely with Data Engineers.
Culture & Benefits
- Work on global projects in a supportive, flexible, and innovative technology environment.
- Vacation, sick pay, health insurance, and time off for state holidays according to the laws and calendar of the employee’s country.
- IT certification cost coverage and access to courses and learning platforms.
- Technical and everyday workplace support, plus company and team events.
- The benefits package may vary by region and contract type.
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