Data Scientist Senior F/H
Core
Define data strategy and lead end-to-end data projects (collection, preprocessing, modeling, deployment) for internal SOCOTEC operations and client-facing services.
Role type
Senior Data Scientist (Industrial/Technical)
Builds
Data pipelines, ML models (Computer Vision, NLP, Physics-Informed Neural Networks), and AI agents for inspection and service automation.
Domain
Industrial inspection, construction, and infrastructure (TIC) with a focus on Data & AI.
Deliverable
production ML models | product features
Required skills
Python (pandas, NumPy, scikit-learn), Machine Learning, Deep Learning, TensorFlow/Keras/Pytorch, AWS (Lambda, S3, Timescale), MLOps, Multivariate Analysis, Git, SQL.
Preferred skills
Physics-Informed Neural Networks (PINN), Digital Twins, RAG, Text-to-SQL, MLOps best practices.
Technologies
AWS, Python, TensorFlow, Keras, PyTorch, Git, Jupyter, VS Code, Timescale, S3, Lambda.
Responsibilities
Define optimal data strategy (structuring, open data, external data acquisition); Pilot end-to-end projects from data collection to deployment; Develop algorithms for computer vision and NLP; Build AI agents and hybrid physics-AI models; Mentor junior teams and foster community expertise.
Seniority
Senior, hands-on IC with mentorship responsibilities.
