Data Scientist
Location: Tambourine, Bogotá, D.C., Capital District, Colombia
Tambourine is one of the fastest-growing hospitality & tourism marketing firms.
Combining best-in-class tech with creative design, we revolutionize e-commerce for hotels, resorts and destinations.
We are looking for a bilingual Data Scientist to join our Analytics team in Bogotá.
The Senior Data Scientist is a strategic, hands‐on leader who tackles our most challenging business problems with sophisticated machine learning and statistical techniques.
This role involves leading data science projects from ideation to production, mentoring junior team members, and acting as a trusted advisor to business stakeholders.
The adecuado candidate combines deep technical expertise in advanced ML and MLOps with a pragmatic, business-oriented mindset to deliver high-impact models that shape company strategy.
Qualifications
3+ years of professional experience as a Data Scientist
Full English proficiency
Extensive experience with advanced machine learning techniques (NLP, deep learning, complex time-series analysis)
Expertise in designing, running, and analyzing A/B tests and a strong understanding of causal inference methods
Hands‐on experience with MLOps, including deploying and maintaining ML models in a production environment (preferably on GCP/Vertex AI)
Advanced skills in large-scale data processing using BigQuery and familiarity with tools like PySpark
Proven ability to lead data science projects independently from ideation to production
A passion for mentoring junior team members




Excellent stakeholder management skills, with the ability to act as a strategic advisor to the business
A pragmatic approach to problem‐solving, balancing technical complexity with business needs and timelines
Responsibilities
Develop and implement advanced machine learning techniques—such as NLP to analyze guest reviews, deep learning for recommendation engines, or sophisticated time-series analysis for demand forecasting.
Devise novel strategies for leveraging complex datasets, such as GA4 behavioral data, to create predictive features for advanced personalization and dynamic pricing models.
Lead research and development efforts to explore and validate new data sources and modeling approaches that can create a competitive advantage.
Serve as the subject‐matter expert for experimentation, designing and analyzing complex A/B tests to rigorously measure the business impact of pricing strategies, marketing campaigns, and new product features.
Employ causal inference methodologies to understand the true drivers of business outcomes in situations where traditional A/B testing is not feasible.
Own the end‐to‐end lifecycle of machine learning models, including deployment, monitoring,



and maintenance in a production environment using Google Cloud Platform and Vertex AI.
Architect and implement robust data processing workflows for massive datasets, utilizing advanced skills in BigQuery and tools like PySpark when necessary.
Lead cross‐functional data science projects from initial conception and requirements gathering through to final deployment and impact measurement, managing timelines and deliverables.
Mentor junior data scientists, providing technical guidance, conducting constructive code reviews, and fostering a culture of innovation and continuous learning.
Build strong relationships with business leaders, acting as a trusted advisor who proactively identifies and scopes opportunities where data science can create significant value.
Nice to have
A master's degree or Ph.D. in a quantitative field (e.g., statistics, computer science, economics)
Experience with reinforcement learning or other cutting‐edge ML domains
Publications in peer‐reviewed journals or presentations at major data science conferences
Experience building and scaling a data science function or team
Seniority level
Mid‐Senior level
Employment type
Full‐time
Job function
Engineering, Analyst, and Information Technology
Industries
Hospitality, Technology, Information and Media, and Marketing Services
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📌 Data Scientist (Bogotá)
🏢 Tambourine
📍 Bogotá