5 дней назад
Senior Data Scientist with Causal Inference (Econometrics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist with Causal Inference (Econometrics): Developing and validating causal econometric models for cross-product price elasticity in an airline's ancillary portfolio with an accent on substitution, complementarity, cannibalization, and rigorous experimentation. Focus on assessing identification bias, designing A/B and quasi-experimental studies, building proof-of-concept use cases, and translating complex scientific findings into pricing decisions.
Location: Remote in Colombia, Mexico, LATAM, or Uruguay
Company
is a global software engineering company delivering data, analytics, and AI solutions for clients across multiple industries.
What you will do
- Develop cross-product price elasticity methodologies and causal econometric models for ancillary airline products.
- Analyze substitution, complementarity, cannibalization, and portfolio interactions to optimize total ancillary revenue.
- Define assumptions, assess identification bias, validate results, and extend the client's Elasticity Playbook.
- Design experiments and interpret results using causal frameworks to support pricing and business decisions.
- Build proof-of-concept use cases, review analytical implementations, and collaborate with science experts.
- Communicate complex findings to stakeholders and transfer knowledge to pricing and business teams.
Requirements
- PhD in Econometrics, Statistics, Economics, Mathematics, or a related field is mandatory.
- Proven experience in causal inference, econometrics, pricing science, demand modeling, or cross-price elasticity.
- Advanced Python skills for scientific work; experience with R is desirable.
- Strong knowledge of experimentation, including A/B testing, panel data, and quasi-experimental methods.
- Experience with statistical testing, bias assessment, model validation, SQL, and BigQuery.
- Fluent English is required for team communication and documentation; Spanish is desirable.
Nice to have
- Experience with statsmodels, pyfixest, scikit-learn, MLflow, and Docker.
- Spanish language skills for regional collaboration.
Culture & Benefits
- Remote, hybrid, and office work formats are supported, with equipment and secure access provided.
- Vacation, sick pay, state-holiday time off, and health insurance are provided according to the applicable region and contract.
- Access to IT certifications, professional courses, mentoring, and learning platforms.
- Mental health support, corporate events, and technical and everyday workplace assistance.
Hiring process
- CV review followed by an HR interview.
- Communication and technical assessments covering English and relevant technologies.
- Project-team and client interviews where applicable.
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