Data Scientist / Data Science Specialist , İstanbul | Koç Kariyerim

Aygaz

İstanbul, Türkiye

İLAN BİTİŞ TARİHİ: 13.09.2026

Job Description

Own assigned analytical workstreams from problem framing and data exploration to production-ready solutions in selected areas of our portfolio.
Route and fleet optimization for smarter distribution planning, field operations, and logistics efficiency.
End-to-end LPG supply and inventory planning, from sourcing and vessel operations to inter-facility transfers and sales dispatches.
Demand forecasting, pricing analytics, customer analytics, and decision-support models using structured and unstructured data.
Deep learning models and selected image-based analytics use cases that support automation and performance improvement.
GIS-based analytics, polygon processing, and map-enabled planning for network and territory design.
LLM-driven insights, intelligent assistants, chatbot capabilities, and agentic business workflows.
Turn analytical outputs into clear recommendations for business stakeholders.
Collaborate with data architecture, BI, and technology teams to deploy, monitor, and continuously improve solutions.

BSc or MSc degree in Engineering, Computer Science, Data Science, Mathematics, Statistics, Industrial Engineering, or a related quantitative field
1–3 years of hands-on experience in data science, analytics, machine learning, or optimization projects
Strong practical skills in Python and SQL for data preparation, analysis, modeling and experimentation
Working knowledge of modeling concepts such as forecasting, regression, classification, tree-based models, or deep learning
Curiosity to explore tools such as PyTorch, NVIDIA stack, Gurobi, GeoPandas/GIS, and LLM frameworks with expert guidance
Ability to understand business problems, question assumptions, communicate insights clearly, and work collaboratively with technical and non-technical stakeholders
Good command of English