
Data Scientist
2 недель назад
We're seeking a talented and experienced Data Scientist to join our client — a leading tech-enabled logistics platform that transforms on-demand delivery across sectors like food, grocery, and retail.
You will join our Data Science team and play a key role in driving algorithmic solutions that enhance platform's delivery network and scale it to optimum performance. This role goes beyond dashboards or reporting, you'll tackle real-world optimization and machine learning product challenges that directly shape client's operations, from real-time dispatch to long-term delivery network optimization.
Requirements:
- 4+ years of experience in Data Science or a similar role
- Strong foundation in statistical inference, experimentation design, and causal reasoning
- Solid coding skills, preferably in Python and/or Scala
- Deep knowledge of ML development, from model design to deployment and monitoring
- Proven ability to turn models into production-grade data products
- A hands-on attitude and passion for solving high-impact, real-life problems
- Comfortable working in fast-paced environments with evolving priorities
- Upper-Intermediate English and better
Nice to Have:
- Advanced SQL skills
- Experience with Docker and containerized environments
- Familiarity with Airflow or similar workflow orchestration tools
- Exposure to event-driven systems (Kafka, Spark Streaming, Flink, etc.)
- Background in distributed computing frameworks (e.g., Spark, Hadoop)
Responsibilities:
Problem Discovery & Exploration
- Drive scientific discussions around algorithms and modeling approaches, bringing deep analytical thinking and creative insights
- Formulate hypotheses, design experiments to validate them, and analyze the data to guide decisions
Solution Design & Prototyping
- Build and iterate on proof-of-concept ML and optimization models grounded in real business needs
- Propose algorithmic improvements to solver logic, heuristics, and objective functions to better meet business constraints
- Develop predictive models for supply optimization, network patterns, personalized heatmaps for couriers, ETA & risk signals, and routing strategies
Engineering & Productionization
- Partner with ML Engineers, Platform Engineers, Analysts, and Product Managers to ship robust ML services
- Contribute to data and feature pipelines, and ensure models are versioned, monitored, and reliably deployed
- Set up monitoring and alerting protocols to track production performance and data quality
Culture & Collaboration
- Promote best practices in experimentation, model development, and data-driven thinking across teams
- Help strengthen a culture of curiosity, rigor, and end-to-end ownership
We offer:
- Competitive salary
- Vacation (up to 20 working days)
- Paid sick leaves (10 working days)
- National Holidays as paid time off
- Accountant assistance and legal support
- Flexible working schedule, remote, office-based or hybrid format
- Direct cooperation with the customer
- Dynamic environment with low level of bureaucracy and great team spirit
- Challenging projects in diverse business domains and a variety of tech stacks
- Communication with Top/Senior level specialists to strengthen your hard skills
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