Job Overview
Kpler is seeking a Senior Data Scientist to join our Flows team in Athens, Greece. As a Senior Data Scientist, you will play a crucial role in developing algorithms that enhance our understanding of commodity flows in space and time. You will work on forecasting models, anomaly detection, and optimizing data science models for production.
Key Responsibilities
- Design and Develop Models: Drive the design, experimentation, development, testing, and deployment of data science models for flow forecast models and anomaly detection.
- Optimize Models: Fine-tune models in production, oversee continuous monitoring of deployed models, and handle model and data drift promptly.
- Data Integration: Build robust pipelines for integrating data from diverse sources, including big geospatial data, ship mobility data, and document recognition.
- Research and Innovation: Research and identify methods, data sources, and features that will drive business impact and improve model accuracy.
- Mentorship: Act as a mentor for junior data scientists, helping to accelerate their growth and acting as the Tech Lead on some projects.
Required Skills and Experience
- At least 5 years of experience in a data science role, deploying models into production.
- Proven experience delivering end-to-end machine learning solutions that produce business value.
- Proficiency in Python and expert knowledge of at least one cloud computing platform (preferably AWS).
- Fluent in English.
Preferred Qualifications
- Expertise in applications focusing on geospatial data and mobility analytics.
- Experience with big data technologies, specifically Spark and Kafka.
- Familiarity with state-of-the-art ML pipeline technologies or building ML pipelines.
- Ph.D. in a quantitative field (computer science, mathematics, physics, engineering).
- Familiarity with the shipping industry and commodity trading.
Our Tech Stack
- Programming Languages: Python
- ML Libraries: TensorFlow, PyTorch, scikit-learn, transformers, XGBoost, ResNet
- Geospatial Libraries: shapely, geopandas, rasterio
- CV Libraries: scikit-image, OpenCV, yolo, Detectron2
- Infrastructure: AWS, Postgres, Apache Airflow, Apache Kafka, Apache Spark
Why Join Us?
Kpler is a dynamic company dedicated to nurturing connections and innovating solutions to tackle market challenges head-on. We offer a vibrant machine learning community and opportunities for professional growth. If you thrive on customer satisfaction and turning ideas into reality, then you’ve found your ideal destination.
Kpler is committed to providing a fair, inclusive, and diverse work environment. We welcome people of different backgrounds, experiences, abilities, and perspectives and are an equal opportunity employer.
Benefits Extracted with AI
- Inclusive and diverse work environment
- Opportunities for professional growth
- Dynamic and innovative company culture
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