- Company Name
- Ortec Group
- Job Title
- [SOM LIGERON]Data-Scientist F/H
- Job Description
-
**Job Title:** Data Scientist (F/H) – SOM Ligeron
**Role Summary:**
Apply data‑science techniques to support complex industrial projects in safety, risk, ergonomics, and system engineering. Gather requirements, preprocess data, build statistical and machine‑learning models, and deliver actionable insights to multidisciplinary teams. Limited travel to client sites may be required.
**Expectations:**
- Strong analytical rigor and attention to detail.
- Ability to work autonomously and collaboratively in a technical environment.
- Professional proficiency in English for technical communication.
**Key Responsibilities:**
- Collect, clean, and structure data from APIs and databases to create analysis‑ready datasets.
- Design, train, optimize, and validate statistical (e.g., Monte‑Carlo simulations) and machine‑learning models.
- Interpret model results, produce visualizations, and provide recommendations to business stakeholders.
- Document data pipelines, modeling approaches, and findings.
- Participate in occasional on‑site visits to client locations as project needs dictate.
**Required Skills:**
- Data extraction and ETL (API, SQL, data‑wrangling).
- Proficiency in Python or R and related libraries (pandas, scikit‑learn, TensorFlow, PyTorch, etc.).
- Experience with statistical modeling, Monte‑Carlo simulations, and predictive analytics.
- Data visualization tools (e.g., Tableau, Power BI, matplotlib, seaborn).
- Strong problem‑solving, critical‑thinking, and communication abilities.
**Required Education & Certifications:**
- Engineering degree or university master’s degree in Statistics, Data Science, Machine Learning, Artificial Intelligence, or a closely related field.
- No specific certifications required, but recognized data‑science credentials (e.g., CDMP, AWS/Google Cloud ML certifications) are a plus.