Data Scientist (f/m/x)
Data Scientist (f/m/x)
Data Scientist (f/m/x)
Tourlane GmbH
Tourlane is a tech company focused on providing personalized travel experiences. They are seeking a Data Scientist to enhance their business operations through machine learning and AI, aiming to optimize budget allocation and improve customer experience.
Qualification
- Strong grounding in statistics, ensemble models, linear/logistic models, seasonality/time-series, and causal inference.
- Experience in designing and analyzing online experiments beyond simple A/B tests, including sequential methods and metric design.
- Experience with applied LLM systems and integrating them into production services.
- Proficiency in programming languages commonly used in data science, such as Python or R.
- Ability to communicate complex data insights to non-technical stakeholders.
Responsibility
- Own the Data Science behind business steering by uniting ML models into a decision layer for budget allocation and conversion rate optimization.
- Design, deploy, and monitor production-grade LLM agents to enhance customer experience in sales and operations.
- Develop and calibrate models to predict lead quality, informing routing and lead prioritization.
- Run deep conversion analyses to quantify drivers across the sales funnel and separate marketing effects from operational performance.
- Ship well-documented models with calibration, drift/anomaly detection, and change controls to maintain stable business metrics.
- Take end-to-end ownership across a wide range of modeling methods to create maximum impact.
