2 дня назад
Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (AI): Developing and implementing state-of-the-art econometric and machine learning models for demand forecasting with an accent on time-series analysis and deep learning. Focus on building scalable, production-ready ML systems that deliver measurable profit growth for global corporate partners.
Location: Wrocław, Poland
Company
builds responsible AI that transforms market complexity into measurable profit growth through proprietary demand prediction models.
What you will do
- Develop and implement state-of-the-art econometric and machine learning models for demand forecasting.
- Conduct research and experimentation to evaluate novel approaches for improving accuracy, robustness, and scalability.
- Collaborate with cross-functional teams including product, data engineering, and MLOps to deploy ML systems in production.
- Communicate complex technical findings to non-technical stakeholders, including product leaders and executives.
Requirements
- 5+ years of hands-on experience in data science and machine learning.
- Proficiency in Python and its ML/data stack including PyTorch or TensorFlow, Pandas, NumPy, and Scikit-learn.
- Expertise in time-series forecasting, ideally Deep Learning based.
- Experience with feature engineering, feature importance testing, and model explainability.
- Master’s or PhD in Computer Science, Machine Learning, Statistics, Engineering, or a relevant field.
- Solid understanding of ML production workflows including versioning, testing, and deployment.
Nice to have
- Publications in top-tier, peer-reviewed ML/AI venues.
- Experience applying ML in finance, trading, or revenue management.
- Familiarity with GCP platform services like Vertex AI, PubSub, and Cloud Run.
- Experience with Docker, CI/CD, and cloud-native architectures.
Culture & Benefits
- Opportunity to work in a high-growth startup environment.
- Focus on building impactful, industry-agnostic AI systems.
- Collaboration with global corporate partners in aviation and other volatile markets.
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