KazakhstanFreedom Travel
ML Engineer / Research Engineer
1 мес. назад
800k–1600k USD / monthKazakhstanCISMiddleOnsite
pythonsqlpredictive modelingdeep learningoptimizationlinear algebrastatistics
Freedom Travel develops ML solutions for travel and other Freedom group companies, focusing on production ML platforms for pricing, optimization, recommendations, search, and forecasting.
About the company
- Freedom Travel develops ML solutions for travel and other Freedom group companies.
- Production ML platform for pricing, optimization, recommendations, search, and forecasting.
Responsibilities
- Research and develop models for pricing, recommendations, ranking/search, forecasting, and causal inference
- Run applied research
- Measure model quality and business impact
- Turn ambiguous business problems into ML or optimization tasks
- Collaborate with product, analytics, and engineering teams
Requirements
- 3+ years in ML, DS
- Strong probability, statistics, linear algebra, and optimization skills
- Python and SQL
- Predictive modeling, recommendations, forecasting, experimentation, DL
- Production ML experience: training, deployment, inference, monitoring, evaluation
Nice to have
- Degree in applied mathematics, statistics, CS, DS
- Experience in product ML or high-scale data environments