Internship - Data Scientist Intern - Freight Rate Forecasting
Il y a 16 heures
Marseille, Provence-Alpes-Côte d'Azur, France
CMA CGM
Temps plein
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Job description
YOUR ROLE As part of your studies, you are currently looking for an end-of-studies internship (Bac+5 specializing in data science / data analysis). You will join the Data Science team as part of the Lines’ digital transformation. Your main mission will be to build a freight rate forecasting model that meets business needs, and to help industrialize it. Your models’ results will directly help improve pricing strategies. You may also work on a variety of topics: ad hoc data analyses, the Data Science department’s development workshops and the monitoring of existing projects. This internship will give you end-to-end experience, from scoping the need to deploying a model, on a subject at the crossroads of shipping, macroeconomics and geopolitics. WHAT WILL YOU DO?
• Scoping: You will help frame the project and write the specifications with business teams, then identify, analyze and collect the relevant data.
• Modeling: You will design a modeling strategy and implement it, iterating until it meets the specifications. You will set up the evaluation and monitoring of candidate models.
• Industrialization: You will write deployable code and produce a results report along with a roadmap for industrializing and deploying the model.
• Business adoption: You will contribute to the model’s adoption plan, including its integration into pricing strategies.
• Department support: You will carry out ad hoc data analyses, take part in development workshops and the monitoring of existing projects, and handle day-to-day requests from colleagues in the department. WHO ARE WE LOOKING FOR?
•
Education:
Bac+5 student specializing in data science / data analysis, ideally in your final year.
• Technical
skills:
• Strong command of time series forecasting models
• Proficiency in SQL and Python
• Experience with Dataiku, Snowflake or GCP is a plus
• Comfortable using AI to produce code in a controlled way
• Languages: [to be completed – fluent English likely]
• Personal qualities: Able to grasp complex and varied issues (how shipping works, macroeconomics, geopolitics, etc.); at ease working with many stakeholders and handling several topics in parallel. JOB ENVIRONMENT
•
Location:
Head Office – Marseille
• Duration: 6 months, starting January 2027