Data Scientist

hace 2 semanas

Medellín, Colombia Celes A tiempo completo

**About the role**:
We’re looking for a driven and innovative Data Scientist passionate about
understanding and shaping consumer demand. In this role, you’ll go beyond
traditional forecasting — you’ll take existing demand forecasts and build what-if
simulation models to quantify how pricing, promotions, and other commercial
levers affect demand and business outcomes.

Your work will directly empowerstrategic decisions, helping teams anticipate the future and simulate scenarios that maximize value and minimize risk.
If you’re eager to shine, take ownership, and let the excellence of your work speak
for itself, this is the place for you.

**What You’ll Do**
- Model demand dynamics: Leverage historical data and existing forecasts
to simulate the impact of promotions, pricing strategies, and marketing
actions on future demand.
- Run what-if analyses: Design and execute scenario models to test how
changes in price, discount depth, timing, or promotional mechanics could
influence demand and margin performance.
- Integrate insights: Combine statistical and machine learning approaches
to quantify uplift and elasticity across diverse product categories and stores.
- Enhance forecast intelligence: Partner with forecasting team to enrich
forecasts with promotion and pricing effects, ensuring improved accuracy
and business relevance.
- Validate and stress-test: Evaluate the robustness of what-if models
under different market conditions and validate against real-world results.
- Data reliability: Guarantee the quality, consistency, and integrity of the
datasets and pipelines powering your models.
- Deploy & scale: Implement scalable, automated workflows to deploy,
monitor, and retrain simulation models in production environments.Collaborate cross-functionally: Work closely with customer success, data
engineering and infrastructure teams to translate business questions into
analytical frameworks and actionable insights and product features.

**Qualifications**:

- Experience & Expertise
- 3+ years of professional experience as a Data Scientist or in a
related quantitative field.
- Proven experience (2+ years) in promotion impact analysis, what
- if models, and price modeling.
- Hands-on experience developing and deploying ML models in Python.
- Exposure to what-if modeling, elasticity estimation, and causal
inference techniques (e.g., uplift modeling, treatment/control
analysis, counterfactual simulation) is a strong plus.
- Solid understanding of statistical modeling, time series
forecasting, and simulation frameworks.
- Intermediate proficiency in technical English is desirable.
- Technical Skills
- Strong SQL skills and comfort working with large, complex datasets.
- Solid experience with at least one major cloud platform (AWS or
GCP).
- Familiarity with MLOps practices, CI/CD and containerization tools
(e.g., Docker) is a plus.
- Exposure to microservices and distributed systems for scalable
model deployment.
- Mindset & Ways of Working
- Ability to take ownership, deliver consistently, and meet
commitments with autonomy.
- Strong commitment to best practices in coding, testing, and
documentation.
- A positive can-do attitude and growth-oriented mindset with
the resilience to tackle complex challenges.
- Excellent teamwork, communication, and interpersonal skills —
able to explain complex ideas simply.

**100% Remote work**

Tipo de puesto: Tiempo completo

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