Data Scientist Position
7 dni temu
About the Team
We are a team of data scientists at Allegro's Location Intelligence, dedicated to driving business forward through data-driven products. Our expertise spans geospatial analysis, machine learning, and statistical software.
Our goal is to transform large volumes of data into actionable solutions that make a significant difference in our business operations and decision-making.
Responsibilities:
- Data Modeling & Analysis: We create complex data models using machine learning, deep learning, and statistics to understand and predict patterns.
- Data Processing & Automation: We employ Python and SQL on cloud platforms (mainly GCP) to process and automate petabytes of data.
- Geospatial Analytics: We use GIS tools, Python GIS libraries, and location-based data to extract insights and improve decision-making.
- Operational Excellence: We identify and mitigate supply chain bottlenecks, manage volume load across different routes, and dynamically allocate volume between Allegro's own operations (AOK) and third-party carriers.
Requirements:
- Education: A degree strongly related to statistical/mathematical modeling, such as Mathematics, Physics, Economics, or Computer Science.
- Experience: At least 4 years of experience in a Data Scientist role or a similar capacity.
- Mandatory Technical Skills: Proficiency in programming languages, libraries, and tools like Python, Pandas, Scikit-learn, CatBoost, XGBoost, TensorFlow, Matplotlib/Plotly, Optuna, Poetry, Git, and Tableau/Looker Studio.
- Data Analysis Skills: Experience with analyzing large data volumes using technologies like SQL (BigQuery) and GCP Platform (including Airflow and Vertex AI).
- Critical Analyzer: Strong analytical skills for interpreting complex data.
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