Job
In this role, you will develop ML models for commercial questions, implement new methods, conduct experiments, and support colleagues in model development and validation.
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Job technologies
Your role in the team
- Build models. Turn commercial questions into well-specified statistical or ML models and take them from research into production.
- Explore new methods. Scan the literature, decide what is worth trying and design rigorous experiments to test it.
- Raise modelling quality. Help define how we validate: backtesting, leakage checks, calibration, model criticism and comparison.
- Review and support. Review code and models for statistical soundness and engineering quality, and help colleagues grow.
- Communicate. Explain model behaviour and uncertainty to commercial teams and stakeholders so they can act on it.
Our expectations of you
Education
- A degree in Physics, Computer Science, Mathematics, or a related quantitative field, or equivalent practical experience. A PhD is a strong plus.
Qualifications
- Strong practical grounding in Bayesian inference: hierarchical models, MCMC or variational inference, predictive checks, diagnostics and model comparison.
- Expert-level Python and the scientific stack (NumPy, pandas, SciPy, scikit-learn, PyTorch), with a solid engineering background: Git, testing, packaging, and reproducible experiments.
- Clear communication in English, including with non-technical audiences.
Experience
- Several years of hands-on experience in applied ML or statistical modeling, including projects you owned end to end.
- Experience taking models into production and keeping them running.
Benefits
Work-Life-Integration
Health, fitness & fun
Topics you will work on
Job locations
About your employer
Oldendorff Carriers is one of the world's leading bulk carrier shipping companies, offering customized transport services for their customers' goods across all seven seas. We operate daily with a fleet of over 600 cargo ships deployed around the world, transporting more than 300 million tons of raw materials to countries every year. Oldendorff employs approximately 1,300 people at 18 locations worldwide and more than 2,200 seafarers onboard our own cargo ships. With our experience and expertise, we provide our customers with reliable and efficient shipping solutions that meet their specific needs.
- 1921
- English
- Established Company
- Onsite
- Logistics, Transportation
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