Data Scientist – Pricing & Optimization
Emerging Travel Group
Job description
About the role
We are looking for a Data Scientist specialized in pricing to drive revenue growth and cost savings through advanced analytics and machine-learning solutions. You will work closely with business stakeholders to translate pricing, forecasting and optimisation challenges into data-driven projects.
Key responsibilities
- Define, develop and pilot end-to-end ML projects covering problem formulation, modelling, validation and presentation of results.
- Collaborate with data engineers to gather required datasets and assess feasibility of production deployment.
- Design and analyse A/B tests with analysts, defining metrics, splits and interpreting outcomes.
- Build and evaluate models including classical ML, deep learning, time-series and uplift modelling; perform error analysis and performance monitoring.
- Prepare code and model artefacts for hand-off to the technical team responsible for deployment.
- Own model quality in production, monitor key metrics and lead improvement initiatives when degradation occurs.
Required profile
- 3+ years of experience as a Data Scientist with a proven track record of delivering end-to-end ML projects.
- Strong knowledge of classical machine-learning techniques (feature engineering, classification, regression, boosting).
- Hands-on experience with uplift modelling and time-series forecasting applied to real business problems.
- Demonstrated ability to work with business stakeholders on pricing, B2C, LTV, retention and optimisation challenges.
- Proficient in Python for data science and comfortable writing clean, reusable code.
- Confident SQL user capable of building datasets, writing joins and performing data analysis.
Required skills
- Python
- SQL
- Machine Learning (classification, regression, boosting)
- Uplift modelling
- Time-series forecasting
- A/B testing
- MLflow or DVC (nice to have)
- Airflow or similar pipeline tools (nice to have)
- Deep learning frameworks such as PyTorch or TensorFlow (nice to have)
- Model monitoring
What we offer
- Fully flexible work schedule with no fixed start-time.
- Choice of remote, office or hybrid work model.
- Supportive team culture focused on growth, internal training programs and leadership development.
- Partial reimbursement for external courses, conferences and language learning.
- Corporate travel discounts and dedicated well-being initiatives, including MyTime Day Off.
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Published 1 ай бұрын
Expires 2 күн ішінде
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Emerging Travel Group